Abstract is missing.
- Transferring State Representations in Hierarchical Spiking Neural NetworksBarna Zajzon, Renato Duartel, Abigail Morrison. 1-9 [doi]
- Towards the Learning of Weighted Multi-label Associative ClassifiersChunyang Liu, Ling Chen, Ivor W. Tsang, Hongzhi Yin. 1-7 [doi]
- A Study of Linear Programming and Reinforcement Learning for One-Shot Game in Smart Grid SecurityShuva Paul, Zhen Ni. 1-8 [doi]
- Parameter Transfer Extreme Learning Machine based on Projective ModelChao Chen, Boyuan Jiang, Xinyu Jin. 1-8 [doi]
- Cryptocurrencies for Smart Territories: an exploratory studyAlexandre C. Barbosa, Thays A. Oliveira, Vitor Nazário Coelho. 1-8 [doi]
- Priority-based Soft Vector Quantization Feature MapsPrayag Gowgi, Amrutha Machireddy, Shayan Srinivasa Garani. 1-10 [doi]
- Fast Training and Model Compression of Gated RNNs via Singular Value DecompositionRui Dai, Lefei Li, Wenjian Yu. 1-7 [doi]
- Prototype Selection Using Self-Organizing-Maps and Entropy for Overlapped Classes and Imbalanced DataMarcio Rubbo, Leandro A. Silva. 1-8 [doi]
- Functional Locality Preserving Projection for Dimensionality ReductionXin Song, Xinwei Jiang, Junbin Gao, Zhihua Cai, Xia Hong 0001. 1-7 [doi]
- Kernelized Convex Hull Approximation and its Applications in Data Description TasksChengqiang Huang, Yulei Wu, Geyong Min, Yiming Ying. 1-8 [doi]
- An Experimental Perspective on Sampling Methods for Imbalanced Learning From Financial DatabasesLuis Eduardo Boiko Ferreira, Jean Paul Barddal, Fabrício Enembreck, Heitor Murilo Gomes. 1-6 [doi]
- Time Series Trend Detection and Forecasting Using Complex Network Topology AnalysisLeandro Anghinoni, Liang Zhao, Qiusheng Zheng, Junbo Zhang. 1-7 [doi]
- Remaining Useful Life Estimation of Hard Disk Drives based on Deep Neural NetworksFernando Dione S. Lima, Francisco Lucas Falcao Pereira, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam C. Machado. 1-7 [doi]
- A Benchmark for Iris Location and a Deep Learning Detector EvaluationEvair Severo, Rayson Laroca, Cides S. Bezerra, Luiz A. Zanlorensi, Daniel Weingaertner, Gladston Moreira, David Menotti. 1-7 [doi]
- Analysis and Implementation of Simple Dynamic Binary Neural NetworksShunsuke Aoki 0003, Seitaro Koyama, Toshimichi Saito. 1-6 [doi]
- Deep Reinforcement Leaming for Short-term Voltage Control by Dynamic Load Shedding in China Southem Power GridJingyi Zhang, Chao Lu, Jennie Si, Jie Song 0002, Yinsheng Su. 1-8 [doi]
- Medical Image Segmentation Using Seeded Fuzzy C-means: A Semi-supervised Clustering AlgorithmLuís Santos, Rodrigo M. S. Veras, Kelson Rômulo Teixeira Aires, Laurindo Britto, Vinicius Machado. 1-7 [doi]
- SeriesNet: A Generative Time Series Forecasting ModelZhipeng Shen, Yuanming Zhang, JiaWei Lu, Jun Xu, Gang Xiao. 1-8 [doi]
- Statistical versus Distance-Based Meta-Features for Clustering Algorithm recommendation Using Meta-LearningBruno Almeida Pimentel, André C. P. L. F. de Carvalho. 1-8 [doi]
- Learning Environmental Sounds with Multi-scale Convolutional Neural NetworkBoqing Zhu, Changjian Wang, Feng Liu, Jin Lei, Zhen Huang, Yuxing Peng, Fei Li. 1-8 [doi]
- Distributed Neural Networks for Missing Big Data ImputationAlessio Petrozziello, Ivan Jordanov, Christian Sommeregger. 1-8 [doi]
- Spike Train Synchrony Analysis of Neuronal CulturesNikesh Lama, Alan Hargreaves, Bob Stevens, T. Martin McGinnity. 1-8 [doi]
- A Multimodal Deep Learning Network for Group Activity RecognitionSilvia Rossi, Roberto Capasso, Giovanni Acampora, Mariacarla Staffa. 1-6 [doi]
- STDP Learning of Image Patches with Convolutional Spiking Neural NetworksDaniel J. Saunders, Hava T. Siegelmann, Robert Kozma 0001, Miklaos Ruszinkao. 1-7 [doi]
- Self-Organizing Maps with Variable Input Length for Motif Discovery and Word SegmentationRaphael C. Brito, Hansenclever F. Bassani. 1-8 [doi]
- Neurogenetic algorithm applied to Route Planning for Autonomous Mobile RobotsDiego Renan Bruno, Norian Marranghello, Fernando Santos Osório, Aledir Silveira Pereira. 1-8 [doi]
- A Network Anomaly Detection Algorithm based on Natural Neighborhood GraphRenyu Liu, Qingsheng Zhu. 1-7 [doi]
- Image Purification Networks: Real-time Style Transfer with Semantics through Feed-forward SynthesisTongtong Zhao, Yuxiao Yan, Ibrahim Shehi Shehu, XianPing Fu. 1-7 [doi]
- Automata Computation with Hodgkin-Huxley Based Neural Networks Composed of Synfire RingsJérémie Cabessa, Aubin Tchaptchet. 1-8 [doi]
- Seamless Nudity Censorship: an Image-to-Image Translation Approach based on Adversarial TrainingMartin D. More, Douglas M. Souza, Jonatas Wehrmann, Rodrigo C. Barros. 1-8 [doi]
- Quasi-Linear Recurrent Neural Network based Identification and Predictive ControlDazi Li, Tianjiao Kang, Jinglu Hu, Min Han, Qibing Jin. 1-6 [doi]
- A model of neurobiologically plausible least-squares learning in visual cortexSamya Bagchi, Mark D. McDonnell. 1-8 [doi]
- Large-Scale Linear NPSVM via One Permutation HashingJingjing Tang, Yingjie Tian, Dalian Liu. 1-8 [doi]
- A Time-Sensitive Hybrid Learning Model for Patient SubgroupingYingchun Zhang, Haoyi Zhou, Jianxin Li, Wanlu Sun, Yahong Chen. 1-8 [doi]
- Mid-Curve Recommendation System: a Stacking Approach Through Neural NetworksAdriano Soares Koshiyama, Nick Firoozye, Philip C. Treleaven. 1-8 [doi]
- Finding the Place: How to Train and Use Convolutional Neural Networks for a Dynamically Learning RobotEdmanuel Cruz, José Carlos Rangel, Francisco Gomez-Donoso, Zuria Bauer, Miguel Cazorla, José García Rodríguez. 1-8 [doi]
- Contact Lens Detection using Transfer Learning with Deep RepresentationsGunjan Gautam, Susanta Mukhopadhyay. 1-8 [doi]
- Learning Useful Representations Through Stacked Self-Organizing MapsIbtissam Brahmi, Guénaël Cabanes, Younès Bennani, Basarab Matei. 1-8 [doi]
- Bio-Inspired Ganglion Cell Models for Detecting Horizontal and Vertical MovementsPedro Machado, Andreas Oikonomou, Georgina Cosma, T. Martin McGinnity. 1-8 [doi]
- Selecting local ensembles for multi-class imbalanced data classificationBartosz Krawczyk, Alberto Cano 0001, Michal Wozniak. 1-8 [doi]
- CTF-PSF: Coupled Tensor Factorization with Partially Shared FactorsQing Wu, Xingfei Li, Quan Do, Jin Fan, Ruiquan Ge, Jie Wang. 1-8 [doi]
- An Embedded Tracking System with Neural Network AcceleratorWei Yang, Wei Wang, Yang Gao, Zhanpeng Jin. 1-7 [doi]
- Stochastic Neural Interface with Selective SynapseJosé M. Quero, Pablo J. Quero. 1-6 [doi]
- A Supervised Approach to Classify the Status of Bone Mineral Density in Post-Menopausal Women through Static and Dynamic BaropodometryIlaria Bortone, Gianpaolo Francesco Trotta, Giacomo Donato Cascarano, Paola Regina, Antonio Brunetti, Irio De Feudis, Domenico Buongiorno, Claudio Loconsole, Vitoantonio Bevilacqua. 1-7 [doi]
- Effective Fashion Retrieval Based on Semantic Compositional NetworksDan Valle, Nivio Ziviani, Adriano Veloso. 1-8 [doi]
- Do Deep Networks Really Need Complex Modules for Multilingual Sentiment Polarity Detection and Domain Classification?Lisa Medrouk, Anna Pappa. 1-6 [doi]
- Automatic Guidewire Tip Segmentation in 2D X-ray Fluoroscopy Using Convolution Neural NetworksYu-Dong Wu, Xiaoliang Xie, Gui-bin Bian, Zeng-Guang Hou, Xiao-Ran Cheng, Sheng Chen, Shi-Qi Liu, Qiao-Li Wang. 1-7 [doi]
- A Multi-Modal Chinese Poetry Generation ModelDayiheng Liu, Quan Guo, Wubo Li, Jiancheng Lv. 1-8 [doi]
- Gradient Boosting Decision Trees for Echocardiogram ImagesVinicius Veloso de Melo, Daniela Mayumi Ushizima, Salety Ferreira Baracho, Regina Célia Coelho. 1-8 [doi]
- Top-down Gamma Saliency - Learning to Search for Objects in Complex ScenesRyan Burt, José C. Príncipe. 1-4 [doi]
- A comparison between ANN and SVM classifiers for Parkinson's disease by using a model-free computer-assisted handwriting analysis based on biometric signalsClaudio Loconsole, Giacomo Donato Cascarano, Antonio Lattarulo, Antonio Brunetti, Gianpaolo Francesco Trotta, Domenico Buongiorno, Ilaria Bortone, Irio De Feudis, Giacomo Losavio, Vitoantonio Bevilacqua, Eugenio Di Sciascio. 1-8 [doi]
- Dynamic Human Gait VGRF Reference Profile Generation via Extreme Learning MachineAlexandra Vieira, Bernardete Ribeiro, Heloisa Sobral, A. Paulo Coimbra, Manuel M. Crisóstomo, João P. Ferreira, Tao Liu. 1-7 [doi]
- DSDR: Dynamic Semantic Discard Reader for Open-Domain Question AnsweringXu Wang, Zhen Huang, Yiming Zhang, Ludan Tan, Yang Liu. 1-7 [doi]
- Probabilistic Inference of the Packet Delivery Ratio in Industrial Wireless Sensor NetworksHeitor Florencio, Adriao Doria Neto. 1-8 [doi]
- Swarm Q-Leaming With Knowledge Sharing Within Environments for Formation ControlTung Nguyen, Hung Nguyen, Essam Soliman Debie, Kathryn Kasmarik, Matthew Garratt, Hussein A. Abbass. 1-8 [doi]
- SOMNet: Unsupervised Feature Learning Networks for Image ClassificationRichard Hankins, Yao Peng, Hujun Yin. 1-8 [doi]
- Feature extraction analysis using filter banks for faults classification in induction motorsJhonattan Bulla, Alvaro D. Orjuela-Cañón, Oscar D. Florez. 1-6 [doi]
- Cost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced DataXinxin Jiang, Shirui Pan, Guodong Long, Jiang Chang, Jing Jiang, Chengqi Zhang. 1-8 [doi]
- Doubly Label Consistent Autoencoder: Accounting User and Item Metadata in Recommender SystemsShantanu Jain, Angshul Majumdar. 1-8 [doi]
- Enhancing Multi-Class Classification of Random Forest using Random Vector Functional Neural Network and Oblique Decision SurfacesRakesh Katuwal, Ponnuthurai N. Suganthan. 1-8 [doi]
- Improving Super-Resolution Reconstruction with Regularized Extreme Learning Machine NetworksDaniel Luis Cosmo, Thais Pedruzzi do Nascimento, Evandro Ottoni Teatini Salles, Patrick Marques Ciarelli. 1-8 [doi]
- Distance Matrix Pre-Caching and Distributed Computation of Internal Validation Indices in k-medoids ClusteringAlessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli. 1-8 [doi]
- Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale LearningTimoleon Moraitis, Abu Sebastian, Evangelos Eleftheriou. 1-8 [doi]
- Low Power Memristor Crossbar Based Winner Takes All CircuitRasitha Fernando, Raqibul Hasan, Tarek M. Taha. 1-6 [doi]
- Pointer Based Routing Scheme for On-chip Learning in Neuromorphic SystemsVladimir Kornijcuk, Doo Seok Jeong. 1-6 [doi]
- Curiosity-Driven Reinforcement Learning with Homeostatic RegulationIldefons Magrans de Abril, Ryota Kanai. 1-6 [doi]
- Road Pollution Estimation Using Static Cameras And Neural NetworksMiguel A. Molina-Cabello, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Lipika Deka, Karl Thurnhofer-Hemsi. 1-7 [doi]
- Syllable-Based Acoustic Modeling with CTC for Multi-Scenarios Mandarin speech recognitionYuanyuan Zhao, Linhao Dong, Shuang Xu, Bo Xu. 1-8 [doi]
- Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPsCasimiro Aday Curbelo Montañez, Paul Fergus, Almudena Curbelo Montañez, Abir Hussain, Dhiya Al-Jumeily, Carl Chalmers. 1-8 [doi]
- Decoding music-induced experienced emotions using functional magnetic resonance imaging - Preliminary resultsNorberto Eiji Nawa, Daniel E. Callan, Parham Mokhtari, Hiroshi Ando, John Iversen. 1-7 [doi]
- 2000 Qubit D-Wave Quantum Computer Replacing MCMC for RBM Image Reconstruction and ClassificationYaroslav Koshka, M. A. Novotny. 1-8 [doi]
- Shepard Interpolation Neural Networks with K-Means: A Shallow Learning Method for Time Series ClassificationKaleb E. Smith, Phillip Williams, Kaylen J. Bryan, Mitchell Solomon, Max Ble, Rana Haber. 1-6 [doi]
- A Semi-Supervised Self-Organizing Map for Clustering and ClassificationPedro H. M. Braga, Hansenclever de F. Bassani. 1-8 [doi]
- Investigation into Sub-Receptive Fields of Retinal Ganglion Cells with Natural ImagesPhilip J. Vance, Gautham P. Das, Sonya A. Coleman, Dermot Kerr, Emmett Kerr, Thomas Martin McGinnity. 1-8 [doi]
- Hopf-Hopf Bifurcation and Chaos in A Ring Neural Oscillator due to A Single ShortcutYo Horikawa, Kenrichi Fujimoto, Haruna Matsushita. 1-8 [doi]
- Anticipating contingengies in power grids using fast neural net screeningBenjamin Donnot, Isabelle Guyon, Marc Schoenauer, Antoine Marot, Patrick Panciatici. 1-8 [doi]
- Fusion of Interest Point/Image based descriptors for efficient person re-identificationMohamed Ibn Khedher, Houda Jmila, Mounim A. El-Yacoubi. 1-7 [doi]
- Improving the accuracy of intelligent forecasting models using the Perturbation TheoryEraylson. G. Silva, Domingos S. de O. Junior, George D. C. Cavalcanti, Paulo S. G. de Mattos Neto. 1-7 [doi]
- Generate Novel Image Styles using Weighted Hybrid Generative Adversarial NetsMing Li, Rui Xi, Mengshu Hou. 1-8 [doi]
- Quantum Perceptron with Dynamic Internal MemoryFernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva. 1-8 [doi]
- Motor Imagery Classification Using TSK Fuzzy Inference Neural NetworksRory Donovan, Xiao-Hua Yu. 1-6 [doi]
- A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in PrimatesHirak J. Kashyap, Georgios Detorakis, Nikil D. Dutt, Jeffrey L. Krichmar, Emre Neftci. 1-8 [doi]
- Box-constrained Discriminant Projective Non-negative Matrix Factorization through Augmented Lagrangian Multiplier MethodHuayue Cai, Xiang Zhang, Zhigang Luo, Xuhui Huang. 1-8 [doi]
- SegNetRes-CRF: A Deep Convolutional Encoder-Decoder Architecture for Semantic Image SegmentationLuiz Antonio de Oliveira Junior, Heitor R. Medeiros, David Macedo, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir. 1-6 [doi]
- Data-driven spectral decomposition of ECoG signal from an auditory oddball experiment in a marmoset monkey: Implications for EEG data in humansNatasza Marrouch, Heather L. Read, Joanna Slawinska, Dimitrios Giannakis. 1-10 [doi]
- Comparison of Static Neural Network with External Memory and RNNs for Deterministic Context Free Language LearningYing Ma, José C. Príncipe. 1-7 [doi]
- Eigenspectrum Shape Based Nyström SamplingDjallel Bouneffouf. 1-6 [doi]
- TCSVM - A Cascade Approach with Transductive Inference to Predicting Protein Translation Initiation SiteWallison W. Guimarães, Cristiano Lacerda Nunes Pinto, Cristiane Neri Nobre, Luis E. Zárate. 1-8 [doi]
- Bayesian Multi-task Learning for Dynamic Time Series PredictionRohitash Chandra, Sally Cripps. 1-8 [doi]
- Extreme Graph Kernels for Online Learning on a Memory BudgetNicolò Navarin, Giovanni Da San Martino, Alessandro Sperduti. 1-8 [doi]
- Mining Daily Canonical Correlations among Multivariable Electricity, Gas and Climate DataZigui Jiang, Rongheng Lin, Fangchun Yang. 1-8 [doi]
- Interaction of CBC Loops Involved in Working Memory Feedback TrainingJiahui Shen, Airu Pang, Li Yao, Xiao-jie Zhao. 1-6 [doi]
- Deep Tree Echo State NetworksClaudio Gallicchio, Alessio Micheli. 1-8 [doi]
- A Redescriptive Approach to Autonomous Perceptual Classification in Robotic Cognitive ArchitecturesJosé Antonio Becerra, Richard J. Duro, Juan Monroy. 1-8 [doi]
- Curved Gabor Projection Entropy for Face RecognitionEucassio G. L. Junior, Luis H. S. Vogado, Ricardo de A. L. Rabelo, Cornélia J. P. Passarinho. 1-8 [doi]
- Text-To-Text Generative Adversarial NetworksChangliang Li, Yixin Su, Wenju Liu. 1-7 [doi]
- Chaotic Time Series Online Prediction Based on Improved Kernel Adaptive FilterShuhui Zhang, Min Han, Meiling Xu. 1-6 [doi]
- Graph Models of Neurodynamics to Support Oscillatory Associative MemoriesGabriel P. Andrade, Miklós Ruszinko, Robert Kozma. 1-8 [doi]
- Sensorimotor in Space and Time: AuditionXiang Wu, Zejia Zheng, Juyang Weng. 1-8 [doi]
- Sleep Quality Estimation with Adversarial Domain Adaptation: From Laboratory to Real ScenarioJia-Jun Tong, Yun Luo, Bo-Qun Ma, Wei-Long Zheng, Bao-Liang Lu, Xiao-Qi Song, Shi-wei Ma. 1-8 [doi]
- Budgeted Hierarchical Reinforcement LearningAurélia Léon, Ludovic Denoyer. 1-8 [doi]
- Automatic Cluster Labeling Based on Phylogram AnalysisFrancisco N. C. de Araujo, Vinicius P. Machado, Antonio H. M. Soares, Rodrigo M. S. de Veras. 1-8 [doi]
- Validation of ANN Training Approaches for Day-Ahead Photovoltaic ForecastsAlfredo Nespoli, Emanuele Ogliari, Alberto Dolara, Francesco Grimaccia, Sonia Leva, Marco Mussetta. 1-6 [doi]
- Enhancement of Deep Architecture using Dropout/ DropConnect Techniques Applied for AHR SystemMohamed Elleuch, Adel M. Alimi, Monji Kherallah. 1-6 [doi]
- The Optimized Selection of Base-Classifiers for Ensemble Classification using a Multi-Objective Genetic AlgorithmSam Fletcher, Brijesh Verma, Zohaib M. Jan, Mengjie Zhang. 1-8 [doi]
- Coupling Robots Behavior by Introducing Reactive Motivational OrientationsCristobal J. Nettle, Fabian Rubilar, María-José Escobar. 1-8 [doi]
- Exploiting the Reactive Power in Deep Neural Models for Non-Intrusive Load MonitoringMichele Valenti, Roberto Bonfigli, Emanuele Principi, Stefano Squartini. 1-8 [doi]
- Intelligent Deception Detection through Machine Based InterviewingJames O'Shea, Keeley A. Crockett, Wasiq Khan, Philippos Kindynis, Athos Antoniades, Georgios Boultadakis. 1-8 [doi]
- Optoelectronic Reservoir Computing with VCSELJean Benoit Héroux, Hidetoshi Numata, Naoki Kanazawa, Daiju Nakano. 1-6 [doi]
- A "Deeper" Look at Detecting Cyberbullying in Social NetworksHugo Rosa, David Martins de Matos, Ricardo Ribeiro 0001, Luísa Coheur, João Paulo Carvalho. 1-8 [doi]
- An empirical biometric-based study for user identification with different neural networks in the online game League of LegendsValmiro Ribeiro da Silva, Márjory Cristiany Da Costa Abreu. 1-6 [doi]
- Anomaly and Change Detection in Graph Streams through Constant-Curvature Manifold EmbeddingsDaniele Zambon, Lorenzo Livi, Cesare Alippi. 1-7 [doi]
- A study on exploiting VAT to mitigate ordering effects in Fuzzy ARTLeonardo Enzo Brito da Silva, Donald C. Wunsch. 1-8 [doi]
- Norm Conflict Identification using Vector Space OffsetsJoão Paulo Aires, Juarez Monteiro, Roger Granada, Felipe Meneguzzi. 1-8 [doi]
- Improving Person Re-identification by Body Parts Segmentation Generated by GANGuoping Zhao, Jiacheng Jiang, Jiajun Liu, Yanlei Yu, Ji-Rong Wen. 1-8 [doi]
- Multi-Task Modular Backpropagation For Dynamic Time Series PredictionRohitash Chandra. 1-7 [doi]
- Improvement of Energy Efficiency of Markov ACMV Systems based on PTS Information of OccupantsDeqing Zhai, Tanaya Chaudhuri, Yeng Chai Soh, Xianhua Ou, Chaoyang Jiang. 1-7 [doi]
- Extract Generalization Ability from Convolutional Neural NetworksHuan Wu, Junmin Wu, Jie Ding. 1-6 [doi]
- A Drift Detection Method Based on Active LearningAlbert Franca Josua Costa, Regis Antonio Saraiva Albuquerque, Eulanda Miranda dos Santos. 1-8 [doi]
- Monotonicity Induced Parameter Learning for Bayesian Networks with Limited DataJingzhuo Yang, Yu Wang, Shenglei Pei, Qinghua Hu. 1-8 [doi]
- Super-resolution of 3D Magnetic Resonance Images by Random Shifting and Convolutional Neural NetworksKarl Thurnhofer-Hemsi, Ezequiel López-Rubio, Nuria Roe-Vellve, Enrique Domínguez, Miguel A. Molina-Cabello. 1-8 [doi]
- Logistics SLA optimization service for transportation in smart citiesEdcarllos Santos, Puca Huachi Vaz Penna, Igor Machado Coelho, Heder Dorneles Soares, Luiz Satoru Ochi, Luidi Simonetti. 1-8 [doi]
- Encoding symbolic sequences with spiking neural reservoirsRenato C. Duarte, Marvin Uhlmann, Dick den van Broek, Hartmut Fitz, Karl Magnus Petersson, Abigail Morrison. 1-8 [doi]
- Neuromorphic Array Communications Controller to Support Large-Scale Neural NetworksAaron R. Young, Mark E. Dean, James S. Plank, Garrett S. Rose, Catherine D. Schuman. 1-8 [doi]
- Learning non-Gaussian Time Series using the Box-Cox Gaussian ProcessGonzalo Rios, Felipe Tobar. 1-8 [doi]
- Emergent Turing Machine as a General Purpose ApproximatorZejia Zheng, Xiang Wu, Juyang Weng. 1-8 [doi]
- Character Level based Detection of DGA Domain NamesBin Yu, Jie Pan, Jiaming Hu, Anderson C. A. Nascimento, Martine De Cock. 1-8 [doi]
- Subject-Specific Convolutional Neural Networks for Accelerated Magnetic Resonance ImagingMehmet Akçakaya, Steen Moeller, Sebastian Weingartner, Kamil Ugurbil. 1-6 [doi]
- Novelty Detection in Passive Sonar Systems using Stacked AutoEncodersVinicius dos Santos Mello, Natanael Nunes de Moura, José Manoel de Seixas. 1-7 [doi]
- Driver Identification: a Time Series Classification ApproachMario Luca Bernardi, Marta Cimitile, Fabio Martinelli, Francesco Mercaldo. 1-7 [doi]
- A Binary PSO Approach for Real Time Optimal Balancing of Electrochemical CellsMassimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli. 1-8 [doi]
- Quaternionic Recurrent Correlation Neural NetworksMarcos Eduardo Valle. 1-8 [doi]
- Fast Compressor Map Computation by Utilizing Support Vector Machine and Response Surface ApproximationDmitrij Ivanov, Dieter Bestle, Christian Janke. 1-8 [doi]
- Model-Free Reinforcement Learning for Fully Cooperative Multi-Agent Graphical GamesQichao Zhang, Dongbin Zhao, Frank L. Lewis. 1-6 [doi]
- Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity ModelingKaixuan Chen, Lina Yao, Xianzhi Wang 0001, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang. 1-8 [doi]
- A temporal-based deep learning method for multiple objects detection in autonomous drivingYaran Chen, Dongbin Zhao, Haoran Li, Dong Li, Ping Guo. 1-6 [doi]
- Self-Organizing-Maps Based Undersampling for the Classification of Unbalanced DatasetsMarco Vannucci, Valentina Colla. 1-6 [doi]
- Designing Financial Strategies based on Artificial Neural Networks Ensembles for Stock MarketsJulia de Mello Assis, Adriano C. M. Pereira, Rodrigo Couto e Silva. 1-8 [doi]
- Correntropy Based Hierarchical Linear Dynamical System For Speech RecognitionRishabh Singh, José C. Príncipe. 1-7 [doi]
- A Centerness Peak Based Clustering AlgorithmJian Hou, Aihua Zhang. 1-6 [doi]
- An ANFIS Based System Identification Procedure for Modeling Electrochemical CellsMassimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli. 1-8 [doi]
- A Uniform Performance Index for Ordinal Classification with Imbalanced ClassesWilson Silva, João Ribeiro Pinto, Jaime S. Cardoso. 1-8 [doi]
- Utilizing Information from Task-Independent Aspects via GAN-Assisted Knowledge TransferLunkai Fu, Jun Li, Langxiong Zhou, Zhenyuan Ma, Shaopeng Liu, Zhiyong Lin, Mukesh Prasad. 1-6 [doi]
- Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approachJuan Pedro Dominguez-Morales, Qian Liu, Robert James, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Simon Davidson, Steve B. Furber. 1-8 [doi]
- Design of Automated Construction System for Modular Structures based on Parameterized Learning AutomataDiego O. Dantas, Sergio R. Barros dos Santos, Fabio A. M. Cappabianco, Areolino Almeida de Neto. 1-8 [doi]
- Attitude Estimation of Unmanned Aerial Vehicle Based on LSTM Neural NetworkYaohua Liu, Yimin Zhou, Xiang Li. 1-6 [doi]
- Self-Aware Smart Contracts with Legal RelevanceAlex Norta. 1-8 [doi]
- Incorporating Lexicons into LSTM for Sentiment ClassificationYifei Lu, Yanghui Rao, Jun Yang, Jian Yin. 1-7 [doi]
- Attention-Based BiLSTM Network with Lexical Feature for Emotion ClassificationKai Gao, Hua Xu, Chengliang Gao, HanYong Hao, Junhui Deng, Xiaomin Sun. 1-2 [doi]
- Supervised Approaches for Protein Function Prediction by Topological Data AnalysisAlessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli. 1-8 [doi]
- Weighted Autocorrelation based Prediction Interval Optimization for Wind Power GenerationHussain Mohammed Dipu Kabir, Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi. 1-6 [doi]
- Accelerating model-based collaborative filtering with item clusteringRobin Devooght, Hugues Bersini. 1-8 [doi]
- Post-Processing Methods to Enforce Monotonic Constraints in Ant Colony Classification AlgorithmsJames Brookhouse, Fernando E. B. Otero. 1-8 [doi]
- A Simple Reservoir Model of Working Memory with Real ValuesAnthony Strock, Nicolas P. Rougier, Xavier Hinaut. 1-8 [doi]
- Centrality Ranking via Topologically Biased Random Walks in Multiplex NetworksCangfeng Ding, Kan Li. 1-8 [doi]
- Restricted Boltzmann Machines for the Prediction of Trends in Financial Time SeriesCarlos A. S. Assis, Adriano C. M. Pereira, Eduardo G. Carrano, Rafael Ramos, Wanderson Dias. 1-8 [doi]
- Hierarchical Autoencoder for Collaborative FilteringShubham Maheshwari, Angshul Majumdar. 1-7 [doi]
- Sparse least squares support vector regression for nonstationary systemsXia Hong 0001, Giuseppe Di Fatta, Hao Chen, Senlin Wang. 1-8 [doi]
- Octree-based Convolutional Autoencoder Extreme Learning Machine for 3D Shape ClassificationJichao Chen, Yijie Zeng, Siqi Wang, Soh Ling Min, Guang-Bin Huang. 1-7 [doi]
- Formalization and Certification of Software for Smart CitiesErick Simas Grilo, Bruno Lopes. 1-8 [doi]
- Hybrid neural models for automatic handwritten digits recognitionAline A. Peres, Susana M. Vieira, João Rogério Caldas Pinto. 1-8 [doi]
- Active Learning for Input Space Exploration in Traffic SimulatorsFrancisco Antunes, Bernardete Ribeiro, Francisco C. Pereira. 1-8 [doi]
- A Hybrid Sampling Method Based on Safe Screening for Imbalanced Datasets with Sparse StructureHongbo Shi, Qigang Gao, Suqin Ji, Yanxin Liu. 1-8 [doi]
- Lateral Representation Learning in Convolutional Neural NetworksPedro Ballester, Ulisses Brisolara Correa, Ricardo Matsumura de Araújo. 1-8 [doi]
- Few-shot Classifier GANAdamu Ali-Gombe, Eyad Elyan, Yann Savoye, Chrisina Jayne. 1-8 [doi]
- Facial recognition application for border controlLaura Rodriguez Carlos-Roca, Isabelle Hupont Torres, Carles Fernández Tena. 1-7 [doi]
- Image Generation and Translation with Disentangled RepresentationsTobias Hinz, Stefan Wermter. 1-8 [doi]
- Automatic Adjustment of Confidence Values in Self-training Semi-supervised MethodKarliane M. Ovidio Vale, Anne Magaly de Paula Canuto, Araken de Medeiros Santos, Flavius da Luz e Gorgônio, Alan de M. Tavares, Arthur C. Gorgnio, Cainan T. Alves. 1-8 [doi]
- An Iterative Transfer Learning based Classification frameworkJihai Yang, Shijun Li, Wenning Xu. 1-8 [doi]
- Measuring Semantic Similarity Between Sentences Using A Siamese Neural NetworkAlexandre Yukio Ichida, Felipe Meneguzzi, Duncan D. Ruiz. 1-7 [doi]
- Mapping Road Lanes Using Laser Remission and Deep Neural NetworksRaphael V. Carneiro, Rafael Correia Nascimento, Ranik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza. 1-8 [doi]
- Methodology Based on Texture, Color and Shape Features For Traffic Light Detection and RecognitionJulio Cesar da Silva Soares, Tiago Bonini Borchartt, Anselmo Cardoso de Paiva, Areolino de Almeida Neto. 1-7 [doi]
- Analysis of inner structure of VSF-NetworkYoshitsugu Kakemoto, Shinichi Nakasuka. 1-8 [doi]
- Computational Analysis of Learned Representations in Deep Neural Network ClassifiersTomas Kuzma, Igor Farkas. 1-8 [doi]
- Guided Deep Reinforcement Learning in the GeoFriends2 EnvironmentDavid Apolinário Simões, Nuno Lau, Luís Paulo Reis. 1-7 [doi]
- Differential Evolution and Covariance Ellipsoid for non-rigid transformation tracking of internal organsCarlos Villaseñor, Nancy Arana-Daniel, Alma Y. Alanis, Carlos López-Franco. 1-7 [doi]
- A novel hardware-efficient spiking neuron model based on asynchronous cellular automaton dynamics exhibiting various nonlinear response curvesKentaro Takeda, Hiroyuki Torikai. 1-8 [doi]
- Diagonalwise Refactorization: An Efficient Training Method for Depthwise ConvolutionsZheng Qin, Zhaoning Zhang, Dongsheng Li, Yiming Zhang, Yuxing Peng. 1-8 [doi]
- Cognitive Neural Network Driving DoF-Scalable Limbs in Time-Evolving SituationsCarlos Calvo Tapia, José Antonio Villacorta-Atienza, Innokentiy Kastalskiy, Sergio Diez-Hermano, Abel Sanchez-Jimenez, Valeri A. Makarov. 1-7 [doi]
- Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble LearningYi Zheng, Hui Peng, Xiaocai Zhang, Xiaoying Gao, Jinyan Li. 1-7 [doi]
- Diversity-Based Pool of Models for Dealing with Recurring ConceptsChun Wai Chiu, Leandro L. Minku. 1-8 [doi]
- Evolutionary Optimization of an Affine Model for Vulnerability Characterization in Smart GridsEnrico De Santis, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli. 1-8 [doi]
- Effective Quantization Approaches for Recurrent Neural NetworksMd. Zahangir Alom, Adam T. Moody, Naoya Maruyama, Brian C. Van Essen, Tarek M. Taha. 1-8 [doi]
- Assessing fish abundance from underwater video using deep neural networksRanju Mandal, Rod M. Connolly, Thomas A. Schlacher, Bela Stantic. 1-6 [doi]
- Path Planning of Multiagent Constrained Formation through Deep Reinforcement LearningZezhi Sui, Zhiqiang Pu, Jianqiang Yi, Xiangmin Tan. 1-8 [doi]
- Global Dynamics and Local Synchrony: Therapeutic Prospects for Implant Learning DevicesDenis Larrivee. 1-6 [doi]
- Object Detection Based on Hierarchical Multi-view Proposal Network for Autonomous DrivingJianhui Zhao, Xinyu Newman Zhang, Hongbo Gao, Jialun Yin, Mo Zhou, Chuanqi Tan. 1-6 [doi]
- A Timescale Invariant STDP-Based Spiking Deep Network for Unsupervised Online Feature Extraction from Event-Based Sensor DataJohannes C. Thiele, Olivier Bichler, Antoine Dupret. 1-8 [doi]
- Domain Wall Motion-based XOR-like Activation Unit With A Programmable ThresholdSuman Deb, Tarun Vatwani, Anupam Chattopadhyay, Arindam Basu, Xuanyao Fong. 1-8 [doi]
- Aggregation of Time Series Forecasts via Cacoullos CopulaRicardo T. A. de Oliveira, Thaize Fernandes O. de Assis, Paulo Renato A. Firmino, Tiago A. E. Ferreira, Adriano L. I. Oliveira. 1-7 [doi]
- Words Are Not Temporal Sequences of CharactersMichael Traynor, Thomas P. Trappenberg. 1-6 [doi]
- Neuro Fuzzy Architecture for Gray Scale Image Watermarking using Fractal DimensionsAnurag Mishra, Khushwant Sehra, Girija Chetty. 1-8 [doi]
- Long-Short Term Memory Networks for Modelling Embodied Mathematical Cognition in RobotsAlessandro G. Di Nuovo. 1-7 [doi]
- Nonlinear Brain Tumor Model Estimation with Long Short-Term Memory Neural NetworksJiashu Guo, Zhengzhong Liang, Gregory Ditzler, Nidhal C. Bouaynaya, Elizabeth Y. Scribner, Hassan M. Fathallah-Shaykh. 1-8 [doi]
- Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive ModelsAlexander New, Curt M. Breneman, Kristin P. Bennett. 1-8 [doi]
- Background Subtraction on Depth Videos with Convolutional Neural NetworksXueying Wang, Lei Liu, Guangli Li, Xiao Dong, Peng Zhao, Xiaobing Feng 0002. 1-7 [doi]
- Deep Discriminative Clustering NetworkXuying Shaol, Ke-shi Ge, Huayou Su, Lei Luo, Baoyun Peng, Dongsheng Li. 1-7 [doi]
- Real-Time Detection of Pedestrian Traffic Lights for Visually-Impaired PeopleMarcelo Cabral Ghilardi, Gabriel S. Simoes, Jonatas Wehrmann, Isabel Harb Manssour, Rodrigo C. Barros. 1-8 [doi]
- A mixture of experts model for predicting persistent weather patternsM. Pérez-Ortiz, Pedro Antonio Gutiérrez, Peter Tiño, Carlos Casanova-Mateo, Sancho Salcedo-Sanz. 1-8 [doi]
- Identifying Bee Species by Means of the Foraging Pattern Using Machine LearningHelder M. Arruda, Vera Imperatriz-Fonseca, Paulo A. de Souza, Gustavo Pessin. 1-6 [doi]
- Efficient Classification of Seismic TexturesDaniel Salles Chevitarese, Daniela Szwarcman, Emilio Vital Brazil, Bianca Zadrozny. 1-8 [doi]
- Image Clustering Based on Supervised Graph Regularized Discriminative Concept FactorizationXianzhong Long, Yun Li. 1-7 [doi]
- Electricity fraud detection using committee semi-supervised learningJoaquim L. Viegas, Nuno M. Cepeda, Susana M. Vieira. 1-6 [doi]
- Similarity-based Multi-label LearningRyan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou 0001. 1-8 [doi]
- SqueezeGAN: Image to Image Translation With Minimum ParametersSachin Kelkar, Chetanya Rastogi, Sparsh Gupta, G. N. Pillai. 1-6 [doi]
- Version Space Completeness for Novel Hypothesis Induction in Biomedical ApplicationsJinyan Li. 1-8 [doi]
- A Fully Attention-Based Information RetrieverAlvaro Henrique Chaim Correia, L. M. Jorge Silva, Thiago de Castro Martins, Fábio Gagliardi Cozman. 1-8 [doi]
- Kernelized Q-Learning for Large-Scale, Potentially Continuous, Markov Decision ProcessesIsaac J. Sledge, José C. Príncipe. 1-10 [doi]
- Research of Recharging Scheduling Scheme for Wireless Sensor Networks Based on Cuckoo SearchHaotian Chang, Jing Feng, Chaofan Duan, Zhikang Xu, Min Yin. 1-7 [doi]
- Machine Learning Models for Road Surface and Friction Estimation using Front-Camera ImagesSohini Roychowdhury, Minming Zhao, Andreas Wallin, Niklas Ohlsson, Mats Jonasson. 1-8 [doi]
- Cluster Structure Preserving Based on Dictionary Pair for Unsupervised Feature SelectionQilai Zhang, Jianhua Dai. 1-8 [doi]
- MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source SeparationKonstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio. 1-8 [doi]
- Analysis of Gene Expression Time Series Data of Ebola Vaccine response using the NeuCube and Temporal Feature SelectionLucien Koefoed, Elisa Capecci, Nikola Kasabov. 1-7 [doi]
- A Very Short-Term Online Forecasting Model for Photovoltaic Power based on Two-Stage Resource Allocation NetworkChaofeng Lv, Tengfei Zhang, Fumin Ma, Dong Yue. 1-6 [doi]
- Explore Uncertainty in Residual Networks for Crowds Flow PredictionBin Wang, Zheng Yan, Jie Lu 0001, Guangquan Zhang 0001, Tianrui Li. 1-7 [doi]
- Using Deep Learning to Recommend Discussion Threads to Users in an Online ForumNicholas Buhagiar, Bahram Zahir Azami, Abdolreza Abhari. 1-8 [doi]
- MASTISK: Simulation Framework For Design Exploration Of Neuromorphic HardwareTinish Bhattacharya, Vivek Parmar, Manan Suri. 1-9 [doi]
- A Computational Approach for Authorship Attribution on Multiple LanguagesPaulo J. Varela, Michel Albonico, Edson J. R. Justino, Flávio Bortolozzi. 1-8 [doi]
- Improving Hierarchical Classification of Transposable Elements using Deep Neural NetworksFelipe Kenji Nakano, Saulo Martiello Mastelini, Sylvio Barbon, Ricardo Cerri. 1-8 [doi]
- A Neural Generation-based Conversation Model Using Fine-grained Emotion-guide AttentionZhiheng Zhou, Man Lan, Yuanbin Wu. 1-8 [doi]
- Evaluation of Oversampling Data Balancing Techniques in the Context of Ordinal ClassificationInês Domingues, José P. Amorim, Pedro H. Abreu, Hugo Duarte, João Santos. 1-8 [doi]
- Fault Detection in Steel-Reinforced Concrete Using Echo State NetworksAdam J. Wootton, Charles R. Day, Peter W. Haycock. 1-8 [doi]
- Complex-Valued Deep Boltzmann MachinesCalin-Adrian Popa. 1-8 [doi]
- Comparing Multi-Armed Bandit Algorithms and Q-learning for Multiagent Action Selection: a Case Study in Route ChoiceThiago B. F. de Oliveira, Ana L. C. Bazzan, Bruno C. da Silva, Ricardo Grunitzki. 1-8 [doi]
- An Ensemble Generation Method Based on Instance HardnessFelipe N. Walmsley, George D. C. Cavalcanti, Dayvid V. R. Oliveira, Rafael M. O. Cruz, Robert Sabourin. 1-8 [doi]
- Multi-modal Remote Sensing Image Classification for Low Sample Size DataQi He, Yao Lee, Dongmei Huang, Shengqi He, Wei Song 0007, Yanling Du. 1-6 [doi]
- A Deep Learning Approach to Anomaly Detection in Nuclear ReactorsFrancesco Calivà, Fabio De Sousa Ribeiro, Antonios Mylonakis, Christophe Demazière, Paolo Vinai, Georgios Leontidis, Stefanos D. Kollias. 1-8 [doi]
- Estimation of global solar irradiance with LDR sensor and artificial neural network embedded in an 8-bit microcontrollerIgor Rocha de Sousa, Rogerio Vieira de Oliveira Segundo, Cláudio Marques de Sá Medeiros, Elias Teodoro Silva. 1-8 [doi]
- A Bio-inspired Collision Detector for Small QuadcopterJiannan Zhao, Cheng Hu 0006, Chun Zhang, Zhihua Wang, Shigang Yue. 1-7 [doi]
- Distilled Binary Neural Network for Monaural Speech SeparationXiuyi Chen, Guangcan Liu, Jing Shi, Jiaming Xu, Bo Xu. 1-8 [doi]
- A Target-Guided Neural Memory Model for Stance Detection in TwitterPenghui Wei, Wenji Mao, Daniel Zeng. 1-8 [doi]
- Two-stage Unsupervised Multiple Kernel Extreme Learning MachineGuohan Zhao, Lingyun Xiang, Chengzhang Zhu, Feng Li. 1-6 [doi]
- A Reinforcement Learning Method for Continuous Domains Using Artificial Hydrocarbon NetworksHiram Ponce, Guillermo Gonzalez-Mora, María de Lourdes Martínez-Villaseñor. 1-6 [doi]
- Why Layering in Recurrent Neural Networks? A DeepESN SurveyClaudio Gallicchio, Alessio Micheli. 1-8 [doi]
- A Supervised Classification System based on Evolutive Multi-Agent Clustering for Smart Grids Faults PredictionMauro Giampieri, Enrico De Santis, Antonello Rizzi, Fabio Massimo Frattale Mascioli. 1-8 [doi]
- Towards Automatically Creating Large Labeled Datasets for Training Question Domain ClassifiersLeandro L. Tavares, Renato Moraes Silva, Tiago A. Almeida. 1-8 [doi]
- Classification of Hand Movements from EMG Signals using Optimized MLPAron A. Martins Lima, Rafael M. Araujo, Fabio A. Guidotti dos Santos, Victor H. Yoshizumi, Fabio K. H. de Barros, Danilo H. Spatti, Luisa H. B. Liboni, Maria E. Dajer. 1-7 [doi]
- Energy Transduction Optimization of a Wave Energy Converter by Evolutionary AlgorithmsAntonino Capillo, Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli. 1-8 [doi]
- Handling Pedestrians in Crosswalks Using Deep Neural Networks in the IARA Autonomous CarRanik Guidolini, Lucas G. Scart, Luan F. R. Jesus, Vinicius B. Cardoso, Claudine Badue, Thiago Oliveira-Santos. 1-8 [doi]
- Segmentation-Free Approaches For Handwritten Numeral String RecognitionAndre G. Hochuli, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin. 1-8 [doi]
- Instance Tumor Segmentation using Multitask Convolutional Neural NetworkMina Rezaei, Haojin Yang, Christoph Meinel. 1-8 [doi]
- Estimating Protein Structure Prediction Models Quality Using Convolutional Neural NetworksEmerson Correia Lima, Fábio Lima Custódio, Gregorio Kappaun Rocha, Laurent Emmanuel Dardenne. 1-6 [doi]
- Neural Network Prediction Interval Based on Joint SupervisionNicolás Cruz, Luis G. Marin, Doris Sáez. 1-8 [doi]
- Multi-feature Classification of Hyperspectral Image via Probabilistic SVM and Guided FilterChengkun Zhang, Meiling Xu. 1-7 [doi]
- Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable MicrocontrollerMaria Hügle, Simon Heller, Manuel Watter, Manuel Blum 0002, Farrokh Manzouri, Matthias Dümpelmann, Andreas Schulze-Bonhage, Peter Woias, Joschka Boedecker. 1-7 [doi]
- Neural inverse optimal pinning control for synchronization of complex networks with nonidentical chaotic nodesCarlos J. Vega, Edgar N. Sánchez. 1-5 [doi]
- Interpretive Reservoir: A Preliminary Study on The Association Between Artificial Neural Network and Biological Neural NetworkWei Wang, Yang Gao, Zhanpeng Jin. 1-8 [doi]
- Weightless Neural Network for High Frequency TradingSamara A. Alves, Wouter Caarls, Priscila M. V. Lima. 1-7 [doi]
- Merging and Evolution: Improving Convolutional Neural Networks for Mobile ApplicationsZheng Qin, Zhaoning Zhang, Shiqing Zhang, Hao Yu 0010, Jincai Li, Yuxing Peng. 1-8 [doi]
- Goat Leather Quality Classification Using Computer Vision and Machine LearningRenato F. Pereira, Cláudio M. S. Medeiros, Pedro P. Reboucas Filho. 1-8 [doi]
- Convolutional neural networks for automated targeted analysis of raw gas chromatography-mass spectrometry dataAngelika Skarysz, Yaser Alkhalifah, Kareen Darnley, Michael Eddleston, Yang Hu, Duncan B. McLaren, William H. Nailon, Dahlia Salman, Martin Sykora, C. L. Paul Thomas, Andrea Soltoggio. 1-8 [doi]
- Paraphrase Recognition via Combination of Neural Classifier and KeywordsXiuying Wang, Changliang Li, Zhijun Zheng, Bo Xu. 1-8 [doi]
- CS-CL: A Flocking Model That Incorporates The Bio-inspired Chorus-Line EffectJing Ma, Edmund M.-K. Lai, WenWang Pang. 1-6 [doi]
- Comparison of Three Methods for Short-Term Wind Power ForecastingQin Chen, Komla A. Folly. 1-8 [doi]
- Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signalsKavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar. 1-8 [doi]
- Clustering and Unsupervised Anomaly Detection with l2 Normalized Deep Auto-Encoder RepresentationsÇaglar Aytekin, Xingyang Ni, Francesco Cricri, Emre Aksu. 1-6 [doi]
- A Self-organizing Method for Robot Navigation based on Learned Place and Head-Direction CellsXiaomao Zhou, Cornelius Weber, Stefan Wermter. 1-8 [doi]
- Image Dehazing for Object Recognition using Faster RCNNBhanu Teja Nalla, Teena Sharma, Nishchal K. Verma, S. R. Sahoo. 1-7 [doi]
- DeepSign: Deep Learning based Traffic Sign RecognitionDong Li, Dongbin Zhao, Yaran Chen, Qichao Zhang. 1-6 [doi]
- Hybrid Time Series Forecasting Models Applied to Automotive On-Board Diagnostics SystemsDiogo M. Almeida, Paulo S. G. de Mattos Neto, Daniel C. Cunha. 1-8 [doi]
- Solving economic dispatch problem under valve- point loading effects and generation constrains using a multi-gradient PSO algorithmLoau Tawfak Al Bahrani, Jagdish C. Patra, Alex Stojcevski. 1-8 [doi]
- Data Complexity Measures for Imbalanced Classification TasksVictor H. Barella, Luís P. F. Garcia, Marcilio C. P. de Souto, Ana Carolina Lorena, André C. P. L. F. de Carvalho. 1-8 [doi]
- Interpretable Deep Convolutional Neural Networks via Meta-learningXuan Liu, Xiaoguang Wang, Stan Matwin. 1-9 [doi]
- Exponential Family Restricted Boltzmann Machines and Annealed Importance SamplingYifeng Li, Xiaodan Zhu. 1-10 [doi]
- Fuzzy ART-Based Classification via Sparse Bayesian LearningAlan L. S. Matias, Lucas Silva de Sousa, Ajalmar R. da Rocha Neto, Joao Paulo P. Gomes. 1-7 [doi]
- Cyclone Track Prediction with Matrix Neural NetworksYanfei Zhang, Rohitash Chandra, Junbin Gao. 1-8 [doi]
- Hybrid K-Means and Improved Group Search optimization Methods for Data ClusteringLuciano D. S. Pacifico, Teresa Bernarda Ludermir. 1-8 [doi]
- A Recommender System Approach for Predicting Drug Side EffectsDiego Galeano, Alberto Paccanaro. 1-8 [doi]
- Deep CNNs with Rotational Filters for Rotation Invariant Character RecognitionErik Barrow, Mark Eastwood, Chrisina Jayne. 1-8 [doi]
- Dynamic Feature Selection Based on Pareto Front OptimizationJhoseph Jesus, Anne M. P. Canuto, Daniel Araújo. 1-8 [doi]
- Terrain Classification for Autonomous Vehicles Using Bat-Inspired EcholocationNathan Riopelle, Philip Caspers, Donald Sofge. 1-6 [doi]
- Deep Convolutional Neural Networks with Random Subspace Learning for Short-term Traffic Flow Prediction with Incomplete DataShijie Liao, Jing Chen, Jiaxin Hou, Qingyu Xiong, Junhao Wen. 1-6 [doi]
- An Ensemble of Convolutional Neural Networks for Unbalanced Datasets: A case Study with Wagon Component InspectionEverlandio Fernandes, Rafael L. Rocha, Bruno V. Ferreira, Eduardo Carvalho, Ana Carolina Siravenha, Ana Cláudia S. Gomes, Schubert R. Carvalho, Cleidson R. B. de Souza. 1-6 [doi]
- Evolutionary Multi-objective Ensemble Learning for Multivariate Electricity Consumption PredictionHui Song, Alex Kai Qin, Flora D. Salim. 1-8 [doi]
- Accelerating Deep Continuous Reinforcement Learning through Task SimplificationMatthias Kerzel, Hadi Beik Mohammadi, Mohammad-Ali Zamani, Stefan Wermter. 1-6 [doi]
- Distance Estimation Using a Bio-Inspired Optical Flow Strategy Applied to Neuro-RoboticsHiram Ponce, Jorge Brieva, Ernesto Moya-Albor. 1-7 [doi]
- Resset: A Recurrent Model for Sequence of Sets with Applications to Electronic Medical RecordsPhuoc Nguyen, Truyen Tran 0001, Svetha Venkatesh. 1-9 [doi]
- Fast and Efficient Deep Sparse Multi-Strength Spiking Neural Networks with Dynamic PruningRuizhi Chen, Hong Ma, Shaolin Xie, Peng Guo, Pin Li, Donglin Wang. 1-8 [doi]
- Topic Discovery for Streaming Short Texts with CTMYunfeng Xu, Hua Xu, Longxia Zhu, HanYong Hao, Junhui Deng, Xiaomin Sun, Xiaoli Bai. 1-7 [doi]
- Static and Dynamic Ensembles of Neural Networks for Solar Power ForecastingZheng Wang, Irena Koprinska, Alicia Troncoso, Francisco Martínez-Álvarez. 1-8 [doi]
- Convolutional Neural Networks applied in the monitoring of metallic partsJ. H. L. Almeida, L. A. R. Lopes, M. A. B. Silva, J. L. M. Amaral. 1-8 [doi]
- Dual Learning based Multi-Objective Pairwise RankingZhenyu Zhang, Juan Yang. 1-7 [doi]
- A system for exploring big data: an iterative k-means searchlight for outlier detection on open health dataA. Ravishankar Rao, Subrata Garai, Daniel Clarke, Soumyabrata Dey. 1-8 [doi]
- A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector machineNorberto Ritzmann Junior, Júlio César Nievola. 1-8 [doi]
- Efficiency of Shallow Cascades for Improving Deep Learning AI SystemsIvan Yu. Tyukin, Alexander N. Gorban, Danil V. Prokhorov, Stephen Green. 1-8 [doi]
- Confronting machine-learning with neuroscience for neuromorphic architectures designLyes Khacef, Nassim Abderrahmane, Benoit Miramond. 1-8 [doi]
- Using CNN To Classify Spectrograms of Seismic Events From Llaima Volcano (Chile)Millaray Curilem, João Paulo Canário, Luis Franco, Ricardo A. Rios. 1-8 [doi]
- Evaluation of Convolutional Neural Network Architectures for Chart Image ClassificationPaulo Chagas, Rafael Daisuke Akiyama, Aruanda Simões Goncalves Meiguins, Carlos Gustavo Resque dos Santos, Filipe Saraiva, Bianchi Serique Meiguins, Jefferson Morais. 1-8 [doi]
- Loss Rank Mining: A General Hard Example Mining Method for Real-time DetectorsHao Yu 0010, Zhaoning Zhang, Zheng Qin, Hao Wu, Dongsheng Li, Jun Zhao, Xicheng Lu. 1-8 [doi]
- A Self Fixing Intelligent Ant Clustering Algorithm For GraphsYing-Ying Liu, Parimala Thulasiraman, Ruppa K. Thulasiram. 1-8 [doi]
- Multi-label Feature Selection Techniques for Hierarchical Multi-label Protein Function PredictionRicardo Cerri, Rafael Gomes Mantovani, Márcio P. Basgalupp, André C. P. L. F. de Carvalho. 1-7 [doi]
- Analysis and Improvement of convergence speed in kernel adaptive filters with nonlinear even cost function and pre-tuned dictionaryEden P. da Silva, Carlos A. Estombelo-Montesco, Ewaldo Santana, Leonardo N. Matos. 1-8 [doi]
- Using Multi-objective Algorithms for Optimizing Support Vector Regression ParametersManoel Alves de Almeida Neto, Roberta de Andrade de A. Fagundes, Carmelo J. A. Bastos Filho. 1-8 [doi]
- A Biologically Plausible Speech Recognition Framework Based on Spiking Neural NetworksJibin Wu, Yansong Chua, Haizhou Li 0001. 1-8 [doi]
- SensoryGANs: An Effective Generative Adversarial Framework for Sensor-based Human Activity RecognitionJiwei Wang, Yiqiang Chen, Yang Gu, Yunlong Xiao, Haonan Pan. 1-8 [doi]
- Interval Type-2 Fuzzy weighted Extreme Learning Machine for GDP PredictionAmit K. Shukla, Sandeep Kumar, Rishi Jagdev, Pranab K. Muhuri, Q. M. Danish Lohani. 1-8 [doi]
- Prototype-based Clustering for Relational Data using Barycentric CoordinatesParisa Rastin, Basarab Matei. 1-8 [doi]
- Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural NetworkYilong Yang 0003, Qingfeng Wu, Ming Qiu, Yingdong Wang, Xiaowei Chen. 1-7 [doi]
- Off-Policy Integral Reinforcement Learning for Semi-Global Constrained Output Regulation of Continuous-Time Linear SystemsYongliang Yang, Xianzhong Chen, Yixin Yin, Donald C. Wunsch. 1-6 [doi]
- A Deep Learning Health Data Analysis Approach: Automatic 3D Prostate MR Segmentation with Densely-Connected Volumetric ConvNetsQikui Zhu, Bo Du, Jia Wu, Pingkun Yan. 1-6 [doi]
- Online Max-flow Learning via Augmenting and De-augmenting PathShaoning Pang, Lei Zhu, Tao Ban, Kazushi Ikeda, WangFei Zhang, Abdolhossein Sarrafzadeh, Takeshi Takahashi 0001, Daisuke Inoue. 1-8 [doi]
- Deep Dilated Convolution on Multimodality Time Series for Human Activity RecognitionRui Xi, Mengshu Hou, Mingsheng Fu, Hong Qu, Daibo Liu. 1-8 [doi]
- Analysis and Design of Memristor Crossbar Based Neuromorphic Intrusion Detection HardwareChris Yakopcic, Tarek M. Taha. 1-7 [doi]
- Augmented Reality for Remote Laboratory Improving Educational Learning: Using Elevated Particle Swarm Optimization in Object Tracking SchemeSeid Miad Zandavi, Vera Chung. 1-6 [doi]
- Artificial Neural Networks For Dictionary Selection in Adaptive Greedy Decomposition Algorithms With Reduced ComplexityGabriel A. de Oliveira, Michel Pompeu Tcheou, Lisandro Lovisolo. 1-8 [doi]
- Low-Consumption Neuromorphic Memristor Architecture Based on Convolutional Neural NetworksShengyang Sun, Jiwei Li, Zhiwei Li, Haijun Liu, Qingjiang Li, Hui Xu. 1-6 [doi]
- Computational Intelligence and Adaptation in VANETs: Current Research and New PerspectivesMarcia Pasin, Amal El Fallah-Seghrouchni, Assia Belbachir, Sarajane Marques Peres, Anarosa Alves Franco Brandão. 1-7 [doi]
- Learning to Rank with Deep Autoencoder FeaturesAlberto Albuquerque, Tiago Amador, Renato Ferreira, Adriano Veloso, Nivio Ziviani. 1-8 [doi]
- Learning Empathy-Driven Emotion Expressions using Affective ModulationsNikhil Churamani, Pablo V. A. Barros, Erik Strahl, Stefan Wermter. 1-8 [doi]
- Computing Vertex Centrality Measures in Massive Real Networks with a Neural Learning ModelFelipe Grando, Luís C. Lamb. 1-8 [doi]
- Identifying suutype specific network-Uiomarkers of breast cancer survivauilitySheikh Jubair, Luis Rueda, Alioune Ngom. 1-9 [doi]
- Day ahead electricity consumption forecasting with MOGUL learning modelAria Jozi, Tiago Pinto, Isabel Praça, Zita A. Vale, João P. Soares. 1-6 [doi]
- Towards Safer (Smart) Cities: Discovering Urban Crime Patterns Using Logic-based Relational Machine LearningVitor Lourenco, Paulo Mann, Artur Guimaraes, Aline Paes, Daniel de Oliveira 0001. 1-8 [doi]
- ST-DRN: Deep Residual Networks for Spatio-Temporal Metro Stations Crowd Flows ForecastYang Ning, Yang Huang, Jinyang Li, Qi Liu, Disheng Yang, Wei Zheng, Hengchang Liu. 1-8 [doi]
- Nonstationary topological learning with bridges and convex polytopes: the G-EXIN neural networkVincenzo Randazzo, Giansalvo Cirrincione, Gabriele Ciravegna, Eros Pasero. 1-6 [doi]
- Application of Extreme Learning Machines and Echo State Networks to Seismic Multiple RemovalHeitor S. Carvalho, Farzin Shams, Rafael Ferrari, Levy Boccato. 1-8 [doi]
- Rank-order principal components. A separation algorithm for ordinal data explorationVincent Vigneron, Leonardo Tomazeli Duarte. 1-6 [doi]
- Practical Nonlinear Model Predictive Control Using an Echo State Network ModelBernardo Barancelli Schwedersky, Varuna Adikariwattage. 1-8 [doi]
- Brain-Voyant: A General Purpose Machine-Learning Tool for Real-Time fMRI Whole-Brain Pattern ClassificationOri Cohen, Rafael Malach, Moshe Koppel, Doron Friedman. 1-8 [doi]
- Towards Predicting Dengue Fever Rates Using Convolutional Neural Networks and Street-Level ImagesVirginia Ortiz Andersson, Marco A. Ferreira Birck, Ricardo Matsumura de Araújo. 1-8 [doi]
- Convolutional Neural Network and Kernel Methods for Occupant Thermal State Detection using Wearable TechnologyTanaya Chaudhuri, Deqing Zhai, Yeng Chai Soh, Hua Li, Lihua Xie, Xianhua Ou. 1-8 [doi]
- Convolutional Neural Networks on Multiple Respiratory Channels to Detect Hypopnea and Obstructive Apnea EventsRim Haidar, Stephen McCloskey, Irena Koprinska, Bryn Jeffries. 1-7 [doi]
- Improving Speech Separation with Adversarial Network and Reinforcement LearningGuangcan Liu, Jing Shi, Xiuyi Chen, Jiaming Xu, Bo Xu. 1-7 [doi]
- Real-Time Battery Bank Charge-Discharge Using Neural Sliding Mode ControlTania B. Lopez-Garcia, Riemann Ruiz-Cruz, Edgar N. Sánchez. 1-8 [doi]
- An Adaptive Recurrent Neural Network Model Dedicated to Opportunistic Communication in Wireless NetworksSilas S. Fernandes, Mariana R. Makiuchi, Marcus Vinicius Lamar, Jacir Luiz Bordim. 1-8 [doi]
- Deep Quaternion NetworksChase J. Gaudet, Anthony S. Maida. 1-8 [doi]
- A New Dataset and Performance Evaluation of a Region-based CNN for Urban Object DetectionAlex Dominguez-Sanchez, Sergio Orts-Escolano, José García Rodríguez, Miguel Cazorla. 1-8 [doi]
- Evaluation of Information-Theoretic Measures in Echo State Networks on the Edge of StabilityMiloslav Torda, Igor Farkas. 1-6 [doi]
- DHA: Lidar and Vision data Fusion-based On Road Object ClassifierJianhui Zhao, Xinyu Newman Zhang, Hongbo Gao, Mo Zhou, Chuanqi Tan, Chong Xue. 1-7 [doi]
- Unsupervised Learning using Pretrained CNN and Associative Memory BankQun Liu, Supratik Mukhopadhyay. 1-8 [doi]
- Arithmetic Circuit Classification Using Convolutional Neural NetworksLeandro Maia Silva, Fabrício Vivas Andrade, Antônio Otávio Fernandes, Luiz Filipe Menezes Vieira. 1-7 [doi]
- A Unified Framework of Random Feature KLMS Algorithms and Convergence AnalysisJiyao Dong, Yunfei Zheng, Badong Chen. 1-8 [doi]
- Plant Classification Using Artificial Neural NetworksLuciano D. S. Pacifico, Valmir Macário Filho, João F. L. Oliveira. 1-6 [doi]
- Investigating the Impact of Diversity in Ensembles of Multi-label ClassifiersDiego Silveira Costa Nascimento, Danilo R. C. Bandeira, Anne M. P. Canuto, Daniel Araújo. 1-8 [doi]
- Transfer Learning Based Model for Classification of Cocoa PodsJuliana Rodrigueiro C. P. de Oliveira, Roseli Ap. Francelin Romero. 1-6 [doi]
- Temporal Hierarchies in Sequence to Sequence for Sentence CorrectionGwenaelle Cunha Sergio, Dennis Singh Moirangthem, Minho Lee. 1-7 [doi]
- Extreme Learning Machines for Data Classification Tuning by Improved Bat AlgorithmAdis Alihodzic, Eva Tuba, Dana Simian, Viktor Tuba, Milan Tuba. 1-8 [doi]
- Brazilian Soil Bulk Density Prediction Based on a Committee of Neural RegressorsDiego B. Haddad, Laura S. de Assis, Luís Tarrataca, Andrea da S. Gomes, Marcos Bacis Ceddia, Rosane F. Oliveira, Jurair R. de P. Junior, Diego N. Brandão. 1-8 [doi]
- A Two-stage Vehicle Type Recognition MethodFei Gao, Zhijing He, Yisu Ge, Shufang Lu, Yuanming Zhang. 1-7 [doi]
- Generalized Maximum Correntropy-Based Echo State Network for Robust Nonlinear System IdentificationChanghao Zhang, Yu Guo, Fei Wang, Badong Chen. 1-6 [doi]
- Enhanced Rotational Invariant Convolutional Neural Network for Supernovae DetectionEsteban Reyes, Pablo A. Estévez, Ignacio Reyes, Guillermo Cabrera-Vives, Pablo Huijse, Rodrigo Carrasco, Francisco Förster. 1-8 [doi]
- Adaptive Learning Models Evaluation in Twitter's TimelinesJoana Cósta, Catarina Silva 0001, Mário Antunes 0002, Bernardete Ribeiro. 1-8 [doi]
- Training Spiking ConvNets by STDP and Gradient DescentAmirhossein Tavanaei, Zachary Kirby, Anthony S. Maida. 1-8 [doi]
- A New Modeling for Item Ratings Using LandmarksGustavo R. Lima, Carlos E. Mello, Geraldo Zimbrao. 1-8 [doi]
- Tensor Decomposition for Compressing Recurrent Neural NetworkAndros Tjandra, Sakriani Sakti, Satoshi Nakamura 0001. 1-8 [doi]
- Controlling the Charging of Electric Vehicles with Neural NetworksMartin Pilát. 1-8 [doi]
- Topological Evolution of Spiking Neural NetworksSam Slade, Li Zhang. 1-9 [doi]
- Neural decoding with SVM and feature selection in a rat active tactile discrimination taskAndy Anand Gajadhar, Renan Cipriano Moioli, Bianca Karla Amorim Sousa de Melo, Ana Carolina Bione Kunicki, Andre Salles Cunha Peres, Thais Gaudencio do Rego. 1-6 [doi]
- Using Complexity Measures to Evolve Synthetic Classification DatasetsVinicius V. de Melo, Ana C. Lorena. 1-8 [doi]
- Deep Leaming for Stock Market Prediction Using Technical Indicators and Financial News ArticlesManuel R. Vargas, Carlos E. M. dos Anjos, Gustavo L. G. Bichara, Alexandre G. Evsukoff. 1-8 [doi]
- Multi ROI and Multi Map Networks for Accurate and Efficient Pedestrian DetectionZhe Qiu, Xiaodong Gu. 1-7 [doi]
- NEGAN: Network Embedding based on Generative Adversarial NetworksYinfeng Ban, Juhua Pu, Yujun Chen, Yuanhong Wang. 1-8 [doi]
- Training Recurrent Neural Network on Distributed Representation Space for Session-based RecommendationYue Gui, Zhi Xu. 1-6 [doi]
- Natural Language Processing approach to NLP Meta model automationMohammad Hossein Amirhosseini, Hassan B. Kazemian, Karim Ouazzane, Chris Chandler. 1-8 [doi]
- Outlier Detection on Semantic Space for Sentiment Analysis With Convolutional Neural NetworksMurilo Falleiros Lemos Schmitt, Eduardo Jaques Spinosa. 1-8 [doi]
- Robust Human Action Recognition Using Global Spatial-Temporal Attention for Human Skeleton DataYun Han, Sheng-Luen Chung, Arul-Murugan Ambikapathi, Jui-Shan Chan, Wei-You Lin, Shun-Feng Su. 1-8 [doi]
- ELM-SOM: A Continuous Self-Organizing Map for VisualizationRenjie Hu, Venous Roshdibenam, Hans J. Johnson, Emil Eirola, Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse. 1-8 [doi]
- Mining Port Congestion Indicators from Big AIS DataIbrahim Y. Abualhaol, Rafael Falcon, Rami S. Abielmona, Emil M. Petriu. 1-8 [doi]
- Distance Correlation AutoencoderRick Wang, Amir-Hossein Karimi, Ali Ghodsi 0001. 1-8 [doi]
- Combined Convolutional Neural Network for High Frequency Restoration in Acoustic Impedance ImagesIsaac Sacramento, Mauro Roisenberg, Rodrigo Exterkoetter, Leandro Passos de Figueiredo, Bruno Rodrigues. 1-8 [doi]
- Mixing Habits and Planning for Multi-Step Target Reaching Using Arbitrated Predictive Actor-CriticFarzaneh S. Fard, Thomas P. Trappenberg. 1-8 [doi]
- An Entropy Maximization Approach to Optimal Dimensionality ReductionAviv Dotan, Oren Shriki. 1-7 [doi]
- Investigating multiobjective methods in multitask classificationMarcos M. Raimundo, Fernando J. Von Zuben. 1-9 [doi]
- FraudNE: a Joint Embedding Approach for Fraud DetectionMengyu Zheng, Chuan Zhou, Jia Wu, Shirui Pan, Jinqiao Shi, Li Guo. 1-8 [doi]
- Twin Neural Networks for Efficient EEG Signal ClassificationHimanshu Pant, Sumit Soman, Jayadeva, Mayank Sharma. 1-7 [doi]
- Impulse Response Modeling of Dynamical Systemswith Convolutional Neural NetworksJeremias Barbosa Machado, Sidney Givigi. 1-8 [doi]
- A Neural Net Framework for Accumulative Feature-based Matrix CompletionMehmet Aktukmak, Samuel Mercier, Ismail Uysal. 1-6 [doi]
- Data-Driven Reinforcement Learning Design for Multi-agent Systems with Unknown DisturbancesXiangnan Zhong, Zhen Ni. 1-8 [doi]
- Collaborative Multi-View Attributed Networks MiningIssam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani, Basarab Matei. 1-8 [doi]
- Learning Device Models with Recurrent Neural NetworksJohn Clemens. 1-8 [doi]
- Spiking Locality-Sensitive Hash: Spiking Computation with Phase Encoding MethodZiru Wang, Yongqiang Ma, Zhiwei Dong, Nanning Zheng, Pengju Ren. 1-7 [doi]
- Localization of Mobile Robots with Topological Maps and Classification with Reject Option using Convolutional Neural Networks in Omnidirectional ImagesSuane Pires P. da Silva, Raul Victor Medeiros da Nobrega, Aldisio G. Medeiros, Leandro Bezerra Marinho, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho. 1-8 [doi]
- The OMG-Emotion Behavior DatasetPablo V. A. Barros, Nikhil Churamani, Egor Lakomkin, Henrique Siqueira, Alexander Sutherland, Stefan Wermter. 1-7 [doi]
- Augmenting The Size of EEG datasets Using Generative Adversarial NetworksSherif M. Abdelfattah, Ghodai M. Abdelrahman, Min Wang. 1-6 [doi]
- Reducing the Computation Load of Convolutional Neural Networks through Gate ClassificationSimone Disabato, Manuel Roveri. 1-8 [doi]
- Partial Adversarial Training for Prediction IntervalHussain Mohammed Dipu Kabir, Abbas Khosravi, Mohammad Anwar Hosen, Saeid Nahavandi. 1-6 [doi]
- High Impedance Fault Detection in Time-Varying Distributed Generation Systems Using Adaptive Neural NetworksFabricio Lucas, Pyramo Costa, Rose Batalha, Daniel F. Leite. 1-8 [doi]
- A Deep Neural Network Model for Target-based Sentiment AnalysisSiyuan Chen, Chao Peng, Linsen Cai, Lanying Guo. 1-7 [doi]
- Recognition of Endangered Pantanal Animal Species using Deep Learning MethodsMauro dos Santos de Arruda, Gabriel Spadon, José F. Rodrigues Jr., Wesley Nunes Gonçalves, Bruno Brandoli Machado. 1-8 [doi]
- A Neural System for Faithful Color Reproduction in Industrial Printing ProcessesBeatrice Lazzerini, Francesco Pistolesi. 1-8 [doi]
- End-to-End Polyphonic Sound Event Detection Using Convolutional Recurrent Neural Networks with Learned Time-Frequency Representation InputEmre Cakir, Tuomas Virtanen. 1-7 [doi]
- Methods to Improve Multi-Step Time Series PredictionArief Koesdwiady, Alaa El Khatib, Fakhri Karray. 1-8 [doi]
- Comparing LBP, HOG and Deep Features for Classification of Histopathology ImagesTaha J. Alhindi, Shivam Kalra, Ka Hin Ng, Anika Afrin, Hamid R. Tizhoosh. 1-7 [doi]
- Q-Learning with Dynamic Rewards Table Applied to the SONET/SDH Ring ProblemThiago Henrique Freire de Oliveira, Adrião Duarte Dória Neto, Jorge Dantas de Melo. 1-6 [doi]
- Adversarial mRMR against Evasion AttacksMiaomiao Wu, Yun Li. 1-6 [doi]
- Pattern Analysis in Drilling Reports using Optimum-Path ForestG. J. Sousa, Daniel Carlos Guimarães Pedronette, Alexandro Baldassin, P. I. M. Privatto, M. Gaseta, Ivan Rizzo Guilherme, D. Colombo, Luis Claudio Sugi Afonso, João P. Papa. 1-8 [doi]
- Hard Disk Drive Failure Prediction Method Based On A Bayesian NetworkIago C. Chaves, Manoel Rui P. de Paula, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam C. Machado. 1-7 [doi]
- Active Learning With Realistic Data - A Case StudyAdrian Calma, Moritz Stolz, Daniel Kottke, Sven Tomforde, Bernhard Sick. 1-8 [doi]
- On Learning Community-specific Similarity Metrics for Cold-start Link PredictionLinchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu. 1-8 [doi]
- Effects of Data Sparsity on Recommender Systems based on Collaborative FilteringJoao Felipe Guedes da Silva, Natanael Nunes de Moura Junior, Luiz Pereira Calôba. 1-8 [doi]
- Towards the next generation of exergames: Flexible and personalised assessment-based identification of tennis swingsBoris Bacic. 1-8 [doi]
- A comparison of models to predict medical procedure costs from open public healthcare dataA. Ravishankar Rao, Daniel Clarke. 1-8 [doi]
- Automatic detection of drowsiness using in-ear EEGTakashi Nakamura, Yousef D. Alqurashi, Mary J. Morrell, Danilo P. Mandic. 1-6 [doi]
- MNRD: A Merged Neural Model For Rumor Detection In Social MediaNan Xu, Guandan Chen, Wenji Mao. 1-7 [doi]
- Semi-Supervised Online Elastic Extreme Learning Machine for Data ClassificationCarlos A. S. da Silva, Renato A. Krohling. 1-8 [doi]
- Promoting Cooperative Strategies on Proof-of-Work BlockchainSeunghyun Yoo, Seungbae Kim, Joshua Joy, Mario Gerla. 1-8 [doi]
- Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural NetworksFabio Vesperini, Andrea Galli, Leonardo Gabrielli, Emanuele Principi, Stefano Squartini. 1-8 [doi]
- ACJIS: A Novel Attentive Cross Approach For Joint Intent Detection And Slot FillingShuai Yu, Lei Shen, Pengcheng Zhu, Jiansong Chen. 1-7 [doi]
- Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGARicardo Tapiador-Morales, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, M. Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco. 1-7 [doi]
- Non-Invasive Motion Analysis for Stroke Rehabilitation using off the Shelf 3D SensorsNadav Eichler, Hagit Hel-Or, Ilan Shimshoni, Dorit Itah, Bella Gross, Shmuel Raz. 1-8 [doi]
- Grid-Based RFID Localization Using Tag Read Count And Received Signal StrengthNanda Gopal Jeevarathnam, Ismail Uysal. 1-8 [doi]
- Modeling Gene Transcriptional Regulation by Means of Hyperplanes Genetic ClusteringFabrizio Frasca, Matteo Matteucci, Marco Masseroli, Marco J. Morelli. 1-8 [doi]
- Classify Sentence from Multiple Perspectives with Category Expert Attention NetworkShiyun Chen, Maoquan Wang, Jiacheng Zhang, Liang He. 1-8 [doi]
- Pareto cascade modeling of diffusion networksChristopher Ma, Xin Dang, Yixin Chen, Dawn Wilkins. 1-7 [doi]
- Deep Learning Approaches to Chemical Property Prediction from Brewing RecipesGracie Ermi, Ellyn Ayton, Nolan Price, Brian Hutchinson. 1-7 [doi]
- Outdoor-To-Indoor Power Prediction for 768 MHZ Wireless Mobile Transmission Using Multilayer PerceptronMatheus B. Moura, Daniel C. Vidal, Carla Schueler, Leni J. de Matos, Tadeu N. Ferreira. 1-7 [doi]
- A 3D vision system for detecting use of mobile phones while drivingRafael A. Berri, Fernando Santos Osório. 1-8 [doi]
- Secant manifold constrained random projections -Improved cluster ensemblesJonas Nordhaug Myhre. 1-7 [doi]
- Generic Application of Deep Learning Framework for Real-Time Engineering Data AnalysisFarzan Majdani, Andrei Petrovski, Sergey Petrovski. 1-8 [doi]
- Effort Estimation via Text Classification And AutoencodersRodrigo G. F. Soares. 1-8 [doi]
- Citizens and Information and Communication TechnologiesThays A. Oliveira, Alexandre C. Barbosa, Helena Ramalhinho, Miquel Oliver. 1-7 [doi]
- Online Shortest Paths With Confidence Intervals for Routing in a Time Varying Random NetworkStéphane Chrétien, Christophe Guyeux. 1-6 [doi]
- RNN Encoder-Decoder for the inference of regular human mobility patternsMehdi Katranji, Guilhem Sanmarty, Laurent Moalic, Sami Kraiem, Alexandre Caminada, Fouad Hadj-Selem. 1-9 [doi]
- Neural Network Modeling of Gist and Verbatim in Business Decision MakingDaniel S. Levine 0001, Kay-Yut Chen. 1-8 [doi]
- Correlation Filter Tracking with Multiscale Spatial ViewYafu Xiao, Jing Li, Jun Chang, Yifei Zhou, Wenfan Zhang. 1-6 [doi]
- Information State: A Representation for Dynamic Processes Using Information TheoryAmanda Gondim de Oliveira, Allan de Medeiros Martins, Adrião Duarte Dória Neto. 1-8 [doi]
- AutoModeling: Integrated Approach for Automated Model Generation by Ensemble Selection of Feature Subset and ClassifierArijit Ukil, Ishan Sahu, Chetanya Puri, Ayan Mukherjee, Rituraj Singh, Soma Bandyopadhyay, Arpan Pal. 1-8 [doi]
- Sensor-based Vital Sign Monitoring, Analysis and Visualisation for Ageing in PlaceE. P. Kerr, Sonya A. Coleman, Dermot Kerr, Philip J. Vance, Bryan Gardiner, Y. Zhang, F. Wang, C. Wu. 1-7 [doi]
- Adaptive Missing Data Imputation with Incremental Neuro-Fuzzy Gaussian Mixture Network (INFGMN)Tiago Mazzutti, Mauro Roisenberg, Paulo José de Freitas Filho. 1-8 [doi]
- Active Sorting - An Efficient Training of a Sorting Robot with Active Learning TechniquesMarek Herde, Daniel Kottke, Adrian Calma, Maarten Bieshaar, Stephan Deist, Bernhard Sick. 1-8 [doi]
- Document Image Retrieval Using Deep FeaturesKelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz Eduardo Soares de Oliveira. 1-8 [doi]
- N2Sky - A Neural Network Problem Solving Environment Fostering Virtual ResourcesAndrii Fedorenko, Aliaksandr Adamenko, Erich Schikuta. 1-8 [doi]
- Digital Realization of PSTDP and TSTDP LearningShaghayegh Gomar, Majid Ahmadi. 1-5 [doi]
- Employing Domain Specific Discriminative Information to Address Inherent Limitations of the LBP Descriptor in Face RecognitionJunjie Fan, Ognjen Arandjelovic. 1-7 [doi]
- Grey-Box Neural Network System Identification with Transfer Learning on Ball and Beam SystemJ. K. P. Tsoi, Nitish D. Patel, Akshya K. Swain. 1-8 [doi]
- Towards High-Resolution Face Pose SynthesisDouglas M. Souza, Duncan D. Ruiz. 1-8 [doi]
- A Deep Prediction Model of Traffic Flow Considering Precipitation ImpactJingyuan Wang, Fei Hu, Xiaofei Xu, Dengbao Wang, Li Li. 1-7 [doi]
- A Machine Learning Approach to Malicious JavaScript Detection using Fixed Length Vector RepresentationSamuel Ndichu, Seiichi Ozawa, Takeshi Misu, Kouichirou Okada. 1-8 [doi]
- Topic recommendation using Doc2VecPetros S. Karvelis, Dimitris Gavrilis, George K. Georgoulas, Chrysostomos D. Stylios. 1-6 [doi]
- Customer Life Time Value Model Framework Using Gradient Boost Trees with RANSAC Response RegularizationLavneet Singh, Nancy Kaur, Girija Chetty. 1-8 [doi]
- The Evolution of Embedding Metadata in Blockchain TransactionsTooba Faisal, Nicolas Courtois, Antoaneta Serguieva. 1-9 [doi]
- Image Recognition using MLMVN and Frequency Domain FeaturesIgor N. Aizenberg, Alexander Gonzalez. 1-8 [doi]
- Gaussian Processes with Context-Supported Priors for Active Object LocalizationAnthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak. 1-10 [doi]
- iBQPSO: an Improved BQPSO Algorithm for Feature SelectionQing Wu, Yuanfeng Shen, Zheping Ma, Jin Fan, Ruiquan Ge. 1-8 [doi]
- Approaching miRNA Family Classification Through Constructive Neural NetworksJoão R. Bertini, Viviani Akemi Kasahara, Maria C. Nicoletti. 1-8 [doi]
- Perceiving Abstract Concepts Via Evolving Computational Cognitive ModelingRahul Sharma, Bernardete Ribeiro, Alexandre Miguel Pinto, F. Amilcar Cardoso. 1-8 [doi]
- Evaluating the Feasibility of Deep Learning for Action Recognition in Small DatasetsJuarez Monteiro, Roger Granada, João Paulo Aires, Rodrigo C. Barros. 1-8 [doi]
- Microgrid Energy Management by ANFIS Supported by an ESN Based Prediction AlgorithmStefano Leonori, Antonello Rizzi, Maurizio Paschero, Fabio Massimo Frattale Mascioli. 1-8 [doi]
- Multi-Class and Multi-Label Classification Using Associative Pulsing Neural NetworksAdrian Horzyk, Janusz A. Starzyk. 1-8 [doi]
- Random Projection Neural Network ApproximationPeter Andras. 1-8 [doi]
- Semi-Supervised Multimodal Deep Learning Model for Polarity Detection in ArgumentsAnge Tato, Roger Nkambou, Aude Dufresne, Claude Frasson. 1-8 [doi]
- Residential Energy Management with Deep Reinforcement LearningZhiqiang Wan, Hepeng Li, Haibo He. 1-7 [doi]
- Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel FeaturesSharath Adavanne, Archontis Politis, Tuomas Virtanen. 1-7 [doi]
- Individual Interest and Trust Driving Collective Intelligence Awareness for Social RecommendationLin Cui, Caiyin Wang, Jia Wu, Jian Yang, Michael Sheng. 1-6 [doi]
- Low Latency Spiking ConvNets with Restricted Output Training and False Spike InhibitionRuizhi Chen, Hong Ma, Peng Guo, Shaolin Xie, Pin Li, Donglin Wang. 1-8 [doi]
- Multi-source Subnetwork-level Transfer in CNNs Using Filter-TreesSuresh Kirthi Kumaraswamy, P. S. Sastry, K. R. Ramakrishnan. 1-8 [doi]
- Detection and classification of faults in induction generator applied into wind turbines through a machine learning approachPedro Henrique Feijo de Sousa, Navar Medeiros M. e Nascimento, Pedro Pedrosa Rebouças Filho, Cláudio Marques Sá de Medeiros. 1-7 [doi]
- Using Double Regularization to Improve the Effectiveness and Robustness of Fisher Discriminant Analysis as A Projection TechniqueYuechi Jiang, F. H. Frank Leung. 1-7 [doi]
- Crowd Density Estimation Based on a Modified Multicolumn Convolutional Neural NetworkWei-Teng Weng, Daw-Tung Lin. 1-7 [doi]
- An approach to improve online sequential extreme learning machines using restricted Boltzmann machinesAndré G. C. Pacheco, Renato A. Krohling. 1-8 [doi]
- A Privacy-Protecting Data-Exchange Wallet with Ownership- and Monetization CapabilitiesAlex Norta, Daniel Hawthorne, Serafin L. Engel. 1-8 [doi]
- Deep MLPs for Imbalanced ClassificationDavid Díaz-Vico, Aníbal R. Figueiras-Vidal, José R. Dorronsoro. 1-7 [doi]
- Hand Gesture Recognition and Real-time Game Control Based on A Wearable Band with 6-axis SensorsYande Li, Taiqian Wang, Aamir Khan, Lian Li, Caihong Li, Yi Yang, Li Liu. 1-6 [doi]
- Deep CNN-based Visual Target Tracking System Relying on Monocular Image SensingYawen Cui, Bo Zhang 0007, Wenjing Yang, Xiaodong Yi, Yuhua Tang. 1-8 [doi]
- Understanding Selection And Diversity For Evolution Of Spiking Recurrent Neural NetworksCatherine D. Schuman, Grant Bruer, Aaron R. Young, Mark E. Dean, James S. Plank. 1-8 [doi]
- *Wenkai Chang, Guodong Yang, Zhengxing Wu, Zize Liang. 1-7 [doi]
- Hierarchical Tree Long Short-Term Memory for Sentence RepresentationsXiuying Wang, Changliang Li, Bo Xu. 1-6 [doi]
- Deep Network based Automatic Annotation for Warehouse AutomationChandan Kumar Singh, Anima Majumder, Swagat Kumar, Laxmidhar Behera. 1-8 [doi]
- A Pitch Extraction System Based on Laryngeal Mechanisms ClassificationEverton B. Lacerda, Carlos A. B. Mello. 1-6 [doi]
- Physiological-Based Emotion Detection and Recognition in a Video Game ContextWenlu Yang, Maria Rifqi, Christophe Marsala, Andrea Pinna. 1-8 [doi]
- Sparsity-Aware Distributed Adaptive Filtering Algorithms for Nonlinear System IdentificationRobson Antonio do Prado, Felipe da Rocha Henriques, Diego Barreto Haddad. 1-8 [doi]
- Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic CompetitionStanislaw Wozniak, Angeliki Pantazi, Yusuf Leblebici, Evangelos Eleftheriou. 1-9 [doi]
- Trademark Image Retrieval Using a Combination of Deep Convolutional Neural NetworksClaudio A. Perez, Pablo A. Estévez, Francisco J. Galdames, Daniel A. Schulz, Juan P. Perez, Diego Bastias, Daniel R. Vilar. 1-7 [doi]
- A Novel Stochastic Stratified Average Gradient Method: Convergence Rate and Its ComplexityAixiang Andy Chen, Xiaolong Chai, Bingchuan Chen, Rui Bian, Qingliang Chen. 1-8 [doi]
- Person Head Detection in Multiple Scales Using Deep Convolutional Neural NetworksMuhammad Saqib, Sultan Daud Khan, Nabin Sharma, Michael Blumenstein. 1-7 [doi]
- Spatial Effects of Video Compression on Classification in Convolutional Neural NetworksPamela Johnston, Eyad Elyan, Chrisina Jayne. 1-8 [doi]
- Deep Learning Single Logo Recognition with Data Enhancement by Shape ContextYulong Wang, Wei Yang, Haoxin Zhang. 1-7 [doi]
- A Deep Learning Approach to Classify Aspect-Level Sentiment using Small DatasetsJoão Paulo Aires, Carlos Padilha, Christian Quevedo, Felipe Meneguzzi. 1-8 [doi]
- Multimodal Deep Neural Network with Image Sequence Features for Video CaptioningSoichiro Oura, Tetsu Matsukawa, Einoshin Suzuki. 1-7 [doi]
- Expectation Learning and Crossmodal Modulation with a Deep Adversarial NetworkPablo V. A. Barros, German Ignacio Parisi, Di Fu, Xun Liu, Stefan Wermter. 1-8 [doi]
- Cascaded SOM: An Improved Technique for Automatic Email ClassificationNaveen Saini, Sriparna Saha 0001, Pushpak Bhattacharyya. 1-8 [doi]
- Fault Detection and Diagnosis in a Chemical Process using Long Short-Term Memory Recurrent Neural NetworkGilberto M. Xavier, José Manoel de Seixas. 1-8 [doi]
- End-to-End Visuomotor Learning of Drawing Sequences using Recurrent Neural NetworksKazuma Sasaki, Tetsuya Ogata. 1-2 [doi]
- Multi-spectral missing label prediction via restoration using deep residual dictionary learningKarthik Seemakurthy, Jayavardhana Gubbi, Shailesh Deshpande, Balamuralidhar Purushothaman, Angshul Majumdar. 1-8 [doi]
- The Context-Aware Learning Model: experience-powered Logistic Regression Backpropagation (CALM-epLRB)Joohee Suh, Dean Frederick Hougen. 1-8 [doi]
- Multi-granularity Hierarchical Attention Siamese Network for Visual TrackingXing Chen, Xiang Zhang, Huibin Tan, Long Lan, Zhigang Luo, Xuhui Huang. 1-8 [doi]
- DRL Based Intelligent Joint Manipulator and Viewing Camera Control for Reaching Tasks and Environments with Obstacles and OccludersEdward W. Staley, Kapil D. Katyal, Philippe Burlina. 1-7 [doi]
- Generating Chinese Typographic and Handwriting Fonts from a Small Font Sample SetShao-Yi Lu, Tien-Ruey Hsiang. 1-8 [doi]
- A Network-Based High Level Data Classification TechniqueTiago Colliri, Donghong Ji, Heng Pan, Liang Zhao. 1-8 [doi]
- Distinguishing Highly Correlated Patterns using a Context Based Aproach in Bidirectional Associative MemoryDamiem Rolon-Merette, Thadde Rolon-Merette, Sylvain Chartier. 1-8 [doi]
- Gaussian Kernel Parameter Optimization in One-Class Support Vector MachinesAli Anaissi, Ali Braytee, Mohamad Naji. 1-8 [doi]
- The Next Evolution in Funding InnovationGabriel Dusil, Dalibor Cerny. 1-4 [doi]
- Reducing SqueezeNet Storage Size with Depthwise Separable ConvolutionsAline Gondim Santos, Camila Oliveira de Souza, Cleber Zanchettin, David Macedo, Adriano L. I. Oliveira, Teresa Bernarda Ludermir. 1-6 [doi]
- FHEDN: A context modeling Feature Hierarchy Encoder-Decoder Network for face detectionZexun Zhou, Zhongshi He, Ziyu Chen, Yuanyuan Jia, Haiyan Wang, Jinglong Du, Dingding Chen, Lulu Wang, Jing Chen. 1-8 [doi]
- XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation LearningYue Zhao, Maciej K. Hryniewicki. 1-8 [doi]
- From Orthography to Semantics: a Study of Morphological Processing through Deep Learning Neural NetworksJaime Davila, Joanna Morris. 1-7 [doi]
- TumorEncode - Deep Convolutional Autoencoder for Computed Tomography Tumor Treatment AssessmentAlexander Katzmann, Alexander Muhlberg, Michael Sühling, Dominik Norenberg, Julian Walter Holch, Horst-Michael Gros. 1-8 [doi]
- A Method Based on Convex Cone Model for Image-Set Classification With CNN FeaturesNaoya Sogi, Taku Nakayama, Kazuhiro Fukui. 1-8 [doi]
- Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for Audio AnalysisShahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Sergey Pugachevskiy, Björn W. Schuller. 1-7 [doi]
- Deep Image Segmentation by Quality InferenceKelwin Fernandes, Ricardo Cruz, Jaime S. Cardoso. 1-8 [doi]
- The Horcrux Protocol: A Method for Decentralized Biometric-based Self-sovereign IdentityAsem Othman, John Callahan. 1-7 [doi]
- Calibration Time Reduction for Motor Imagery-Based BCI Using Batch Mode Active LearningIbrahim Hossain, Imali Hettiarachchi. 1-8 [doi]
- Multi-view Construction for Clustering Based on Feature set PartitioningXiaojing Chang, Yan Yang, Hongiun Wang. 1-8 [doi]
- A System for Aiding Diagnosis of Alzheimer's Disease and Related Disorders with an Adaptable Decision ModelCarolina Medeiros Carvalho, Flávio Luiz Seixas, Débora C. Muchaluat-Saade, Aura Conci, Yolanda Boechat, Jerson Laks. 1-8 [doi]
- Robust 2D Joint Sparse Principal Component Analysis With F-Norm Minimization For Sparse Modelling: 2D-RJSPCAMuhammad Imran Razzak, Raghib Abu Saris, Michael Blumenstein, Guandong Xu. 1-7 [doi]
- Knowledge-Uncertainty Axiomatized Framework with Support Vector Machines for Sparse Hyperparameter OptimizationMarcin Orchel. 1-8 [doi]
- Constrained Expectation-Maximization Methods for Effective Reinforcement LearningGang Chen 0002, Yiming Peng, Mengjie Zhang. 1-8 [doi]
- Evaluating the Training Performance of Artificial Neural Network Using Small Time Series Segments of The Lorenz Chaotic SystemLei Zhang. 1-8 [doi]
- Unsupervised Learning to Rank Aggregation using Parameterized Function OptimizationAmirhossein Tavanaei, Raju Gottumukkalay, Anthony S. Maida, Vijay V. Raghavan. 1-8 [doi]
- Collaborative Energy Management in Micro-Grid environments through multi-objective optimizationMarco Severini, Ornella Pisacane, Marco Fagiani, Stefano Squartini. 1-8 [doi]
- Video-Based Disguise Face Recognition Based on Deep Spiking Neural NetworkDaqi Liu, Shigang Yue. 1-8 [doi]
- An FPGA-based SOM circuit architecture for online learning of 64-QAM data streamsMiguel Angelo de Abreu de Sousa, Ricardo Pires, Sara D. dos S. Perseghini, Emilio Del Moral Hernandez. 1-8 [doi]
- DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand PredictionDongjie Wang, Yan Yang, Shangming Ning. 1-8 [doi]
- Concept Drift Detection in Streams of Labelled Data Using the Restricted Boltzmann MachineMaciej Jaworski, Piotr Duda, Leszek Rutkowski. 1-7 [doi]
- Person Identification based on Smartphones Inertial SensorsRafael Saraiva Campos, Lisandro Lovisolo. 1-7 [doi]
- Study of Clinical Staging and Classification of Retinal Images for Retinopathy of Prematurity (ROP) ScreeningDeepthi Badarinath, Chaitra S, Neha Bharill, M. Tanveer, Mukesh Prasad, H. N. Suma, Abhishek Appaji M, Anand Vinekar. 1-6 [doi]
- An optic-fiber fence intrusion recognition system using the optimized curve fitting model based on the SVM methodNingyu He, Jie Zhu, Lianqiang Li. 1-6 [doi]
- An Assist-as-Needed Controller for Robotic Rehabilitation Therapy Based on RBF NetworkLincong Luo, Liang Peng, Chen Wang, Zeng-Huang Hou, Weiqun Wang. 1-7 [doi]
- Supervised Neural Network with multilevel input layers for predicting of air traffic delaysDaniel Alberto Pamplona, Weigang Li, Alexandre Gomes de Barros, Elcio Hideiti Shiguemori, Claudio Jorge Pinto Alves. 1-6 [doi]
- -1: Defending by AttackingNils Worzyk, Oliver Kramer. 1-8 [doi]
- Inverse Optimal Control Using A Neural Multi-Step Predictor For T1DM TreatmentY. Yuliana Rios, J. A. Garcia-Rodriguez, Oscar D. Sánchez, Edgar N. Sánchez, Alma Y. Alanis, Eduardo Ruiz-Velázquez, Nancy Arana-Daniel. 1-8 [doi]
- Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data AcquisitionRodrigo Ferreira Berriel, Lucas Tabelini Torres, Vinicius B. Cardoso, Ranik Guidolini, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos. 1-8 [doi]
- A New Self-Organizing Neural Gas Model based on Bregman DivergencesEsteban J. Palomo, Miguel A. Molina-Cabello, Ezequiel López-Rubio, Rafael Marcos Luque Baena. 1-8 [doi]
- Mixture of Non-homogeneous Hidden Markov Models for Clustering and Prediction of Water Consumption Time SeriesMilad Leyli-Abadi, Allou Samé, Latifa Oukhellou, Nicolas Cheifetz, Pierre Mandel, Cédric Féliers, Olivier Chesneau. 1-8 [doi]
- Redundancy in Convolutional Neural Networks: Insights on Model Compression and StructureSasa Janjic, Parimala Thulasiraman, Neil D. B. Bruce. 1-8 [doi]
- Text Classification Based On Word Subspace With Term-FrequencyErica K. Shimomoto, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui. 1-8 [doi]
- Analysing rotation-invariance of a log-polar transformation in convolutional neural networksMarta Amorim, Frederico Damasceno Bortoloti, Patrick Marques Ciarelli, Elias de Oliveira, Alberto Ferreira de Souza. 1-6 [doi]
- Differentiation between Normal and Interictal EEG Using Multitaper Spectral ClassifiersJefferson Tales Oliva, João Luís Garcia Rosa. 1-8 [doi]
- Convolutional Neural Networks for Energy Time Series ForecastingIrena Koprinska, Dengsong Wu, Zheng Wang. 1-8 [doi]
- Learning Fluid FlowsTheodoros Georgiou, Sebastian Schmitt, Markus Olhofer, Yu Liu 0012, Thomas Bäck, Michael S. Lew. 1-8 [doi]
- Socrates-D 2.0: A Low Power High Throughput Architecture for Deep Network TrainingYangjie Qi, Raqibul Hasan, Tarek M. Taha. 1-8 [doi]
- An Empirical Study on Identifying Sentences with Salient Factual StatementsDamian Jimenez, Chengkai Li. 1-8 [doi]
- Interpretative Topic Categorization Via Deep Multiple Instance LearningTong Yu, Meng Wang, Yanzhang Lv, Luguo Xue, Jun Liu. 1-7 [doi]
- Fuzzy ARTMAP Neural Network IDS Evaluation applied for real IEEE 802.11w data baseDouglas W. F. L. Vilela, Anna Diva P. Lotufo, Carlos R. Santos-Junior. 1-7 [doi]
- Accelerated Block Coordinate Descent for Sparse Group LassoAlejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro. 1-8 [doi]
- Anomaly User Detection via Comprehensive Keystroke Features OptimizationMeng Li, Bin Wu, Zhengcai Qin. 1-7 [doi]
- Manifold Correlation Graph for Semi-Supervised LearningLucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Fabricio Aparecido Breve, Ivan Rizzo Guilherme. 1-7 [doi]
- Latent HyperNet: Exploring the Layers of Convolutional Neural NetworksArtur Jordao, Ricardo Barbosa Kloss, William Robson Schwartz. 1-7 [doi]
- Legal, ethical and social impact on the use of computational intelligence based systems for land border crossingsTina Krigel, Benjamin Schütze, Jonathan Stoklas. 1-8 [doi]
- Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled DataJacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos. 1-8 [doi]
- Representation of Deep Features using Radiologist defined Semantic FeaturesRahul Paul, Ying Liu, Qian Li, Lawrence O. Hall, Dmitry B. Goldgof, Yoganand Balagurunathan, Matthew B. Schabath, Robert J. Gillies. 1-7 [doi]
- Robust Locality Preserving Projection Based on Kernel Risk-Sensitive LossLei Xing, Yunqi Mi, Yuanhao Li, Badong Chen. 1-7 [doi]
- Optimal Neural Control of A Two Stages Anaerobic Digestion Model for Biofuels ProductionKelly J. Gurubel, Edgar N. Sánchez, Alberto Coronado-Mendoza, Virgilio Zúñiga, Belkis Sulbaran. 1-7 [doi]
- Predicting Nodule Malignancy using a CNN Ensemble ApproachRahul Paul, Lawrence O. Hall, Dmitry B. Goldgof, Matthew B. Schabath, Robert J. Gillies. 1-8 [doi]
- Impacts of Mathematical Optimizations on Reinforcement Learning Policy PerformanceSam Green, Craig M. Vineyard, Çetin Kaya Koç. 1-8 [doi]
- Online Semi-supervised Growing Neural Gas for Multi-label Data ClassificationSamira Boulbazine, Guénaël Cabanes, Basarab Matei, Younès Bennani. 1-8 [doi]
- A Supervised Multi-Spike Learning Algorithm for Spiking Neural NetworksYu Miao, Huajin Tang, Gang Pan 0001. 1-7 [doi]
- A Novel Approach to Protein Folding Prediction based on Long Short-Term Memory Networks: A Preliminary Investigation and AnalysisLeandro Takeshi F. Hattori, César Manuel Vargas Benítez, Matheus Gutoski, Nelson Marcelo Romero Aquino, Heitor Silvério Lopes. 1-8 [doi]
- A Machine Learning-based Forensic Discriminator of Pornographic and Bikini ImagesDanilo Coura Moreira, Joseana Macêdo Fechine. 1-8 [doi]
- Semantic Image Segmentation Based on Attentions to Intra Scales and Inner ChannelsHongchao Lu, Zhidong Deng, Xiaolong Liu. 1-8 [doi]
- AFA-PredNet: The Action Modulation Within Predictive CodingJunpei Zhong, Angelo Cangelosi, Xinzheng Zhang 0001, Tetsuya Ogata. 1-8 [doi]
- Time Series Kernel Similarities for Predicting Paroxysmal Atrial Fibrillation from ECGsFilippo Maria Bianchi, Lorenzo Livi, Alberto Ferrante, Jelena Milosevic, Miroslaw Malek. 1-8 [doi]
- Dissimilarity Space Representations and Automatic Feature Selection for Protein Function PredictionEnrico De Santis, Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli. 1-8 [doi]
- A Novel Document Classification Algorithm Based on Statistical Features and Attention MechanismChao Li, Yanfen Cheng, Hongxia Wang. 1-6 [doi]
- Gated Recurrent Units Based Neural Network For Tool Condition MonitoringHuan Xu, Chong Zhang 0003, Geok Soon Hong, Junhong Zhou, Jihoon Hong, Keng Soon Woon. 1-7 [doi]
- Non-Mercer Large Scale Multiclass Least Squares Minimal Complexity MachinesMayank Sharma, Sumit Soman, Jayadeva, Himanshu Pant. 1-8 [doi]
- A novel statistical based feature extraction approach for the inner-class feature estimation using linear regressionFannia Pacheco, Ernesto Exposito, José Aguilar 0001, Mathieu Gineste, Cédric Baudoin. 1-8 [doi]
- A Short Review of Deep Learning Methods for Understanding Group and Crowd ActivitiesLuis Felipe Borja-Borja, Marcelo Saval-Calvo, Jorge Azorín López. 1-8 [doi]
- A Comparative Study of Object Tracking using CNN and SDAEWei Yang, Wei Wang, Yang Gao, Zhanpeng Jin. 1-6 [doi]
- Improving kNN classification under Unbalanced Data. A New Geometric Oversampling ApproachAlexandre Miguel de Carvalho, Ronaldo Cristiano Prati. 1-6 [doi]
- Temporal Link Prediction Using Cluster and Temporal Information Based Motif FeatureYi Li, Yanlong Wen, Peng Nie, Xiaojie Yuan. 1-8 [doi]
- Transferring Knowledge From Texts to Images by Combining Deep Semantic Feature DescriptorsMiguel D. de S. Wanderley, Ricardo B. C. Prudêncio. 1-7 [doi]
- Information Collection Strategies In Memetic Cooperative Neuroevolution For Time Series PredictionGary Wong, Anuraganand Sharma, Rohitash Chandra. 1-6 [doi]
- CactusNets: Layer Applicability as a Metric for Transfer LearningEdward Collier, Robert DiBiano, Supratik Mukhopadhyay. 1-8 [doi]
- Formal and computational model of Adam Smith's Invisible HandTadeusz Szuba. 1-8 [doi]
- Is There a Purpose to Network Redundancy?Melissa Johnson, Sylvain Chartier. 1-8 [doi]
- Robust Supervised Sparse Coding for Non-Intrusive Load MonitoringMegha Gupta, Angshul Majumdar. 1-6 [doi]
- Incremental Dictionary Learning With SparsityMahmood R. Azimi-Sadjadi, Yinghui Zhao, Sassan Sheedvash. 1-6 [doi]
- A bio-inspired SOSNN model for object recognitionJiaxing Liu, Guoping Zhao. 1-8 [doi]
- EEG Pattern Recognition using Brain-Inspired Spiking Neural Networks for Modelling Human Decision ProcessesZohreh Gholami Doborjeh, Maryam Gholami Doborjeh, Nikola Kasabov. 1-7 [doi]
- Clustering of Astronomical Transient Candidates Using Deep Variational EmbeddingNicolas Astorga, Pablo Huijse, Pablo A. Estévez, Francisco Förster. 1-8 [doi]
- Using Meta-learning in the Selection of the Combination Method of a Classifier EnsembleRobercy Alves da Silva, Anne Magaly de Paula Canuto, Joaao Carlos Xavier Junior, Teresa Bernarda Ludermir. 1-8 [doi]
- SQNL: A New Computationally Efficient Activation FunctionAdedamola Wuraola, Nitish Patel. 1-7 [doi]
- Performance of entire-spectrum-processing complex-valued neural-network filter to generate digital elevation model in interferometric radarKohei Oyama, Akira Hirose. 1-7 [doi]
- Visual Global Localization with a Hybrid WNN-CNN ApproachAvelino Forechi, Thiago Oliveira-Santos, Claudine Badue, Alberto Ferreira de Souza. 1-9 [doi]
- Ordinal Image Segmentation using Deep Neural NetworksKelwin Fernandes, Jaime S. Cardoso. 1-7 [doi]
- Matrix Factorization Based Collaborative Filtering With Resilient Stochastic Gradient DescentAshraf M. Abdelbar, Islam El-Nabarawy, Khalid M. Salama, Donald C. Wunsch. 1-7 [doi]
- Towards a One-stop Solution to Both Aspect Extraction and Sentiment Analysis Tasks with Neural Multi-task LearningFeixiang Wang, Man Lan, Wenting Wang. 1-8 [doi]
- Connectivity Based Method for Clustering Microbial Communities from Metagenomics Data of Water and Soil SamplesJessica S. Rahman, Jinyan Li, Juanying Xie, Shoshana Fogelman, Michael Blumenstein. 1-8 [doi]
- Deep Learning for Illumination Invariant Facial Expression RecognitionAriel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Ibrahim Almakky. 1-6 [doi]
- Catching Dynamic Heterogeneous User Data for Identity Linkage LearningFan Lei, Qiudan Li, Song Sun, Lei Wang, Daniel Dajun Zeng. 1-8 [doi]
- Scalable NoC-based Neuromorphic Hardware Learning and InferenceHaowen Fang, Amar Shrestha, De Ma, Qinru Qiu. 1-8 [doi]
- GAN2C: Information Completion GAN with Dual Consistency ConstraintsLujuan Zhang, Jun Li, Tao Huang, Zhenyuan Ma, Zhiyong Lin, Mukesh Prasad. 1-8 [doi]
- Optimizing exchange confidence during collaborative clusteringJérémie Sublime, Denis Maurel, Nistor Grozavu, Basarab Matei, Younès Bennani. 1-8 [doi]
- Improving Human Action Recognition through Hierarchical Neural Network ClassifiersPavel Zhdanov, Adil Khan, Adin Ramirez Rivera, Asad Masood Khattak. 1-7 [doi]
- Stochastic Multiple Choice Learning for Acoustic ModelingBin Liu, Shuai Nie, Shan Liang, Zhanlei Yang, Wenju Liu. 1-6 [doi]
- Metagenomics-based signature clustering and interactive visualization analysisVitor Cirilo Araujo Santos, Leandro Corrêa, Bianchi Meiguins, Guilherme Oliveira, Ronnie Alves. 1-8 [doi]
- Analysis and fusion of 2D and 3D images applied for detection and recognition of traffic signs using a new method of features extraction in conjunction with Deep LearningDiego Renan Bruno, Daniel Oliva Sales, Jean Amaro, Fernando Santos Osório. 1-8 [doi]
- Using Semantic Clustering And Autoencoders For Detecting Novelty In Corpora Of Short TextsMei Mei, Xinyu Guo, Belinda C. Williams, Simona Doboli, Jared B. Kenworthy, Paul B. Paulus, Ali A. Minai. 1-8 [doi]
- Extending MLP ANN hyper-parameters Optimization by using Genetic AlgorithmFernando Itano, Miguel Angelo de Abreu de Sousa, Emilio Del Moral Hernandez. 1-8 [doi]
- Cognitive Analysis for Reading and Writing of Bengali ConjunctsChandranath Adak, Bidyut B. Chaudhuri, Michael Blumenstein. 1-7 [doi]
- Exploring Data Augmentation to Improve Music Genre Classification with ConvNetsRafael de Lima Aguiar, Yandre M. G. Costa, Carlos Nascimento Silla Jr.. 1-8 [doi]
- Ranking-Embedded Transfer Canonical Correlation Analysis for Person Re-IdentificationLinfei Ma, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo. 1-8 [doi]
- Learning to Cluster for Proposal-Free Instance SegmentationYen-Chang Hsu, Zheng Xu 0002, Zsolt Kira, Jiawei Huang. 1-8 [doi]
- AI Intelligence for the Grid 16 Years Later: Progress, Challenges and Lessons for Other SectorsPaul J. Werbos. 1-8 [doi]
- Evaluating the impact of corpora used to train distributed text representation models for noisy and short textsJohannes V. Lochter, Pedro R. Pires, Carlos Bossolani, Akebo Yamakami, Tiago A. Almeida. 1-8 [doi]
- Learning Transferable Features For Open-Domain Question AnsweringGianlucca L. Zuin, Luiz Chaimowicz, Adriano Veloso. 1-8 [doi]
- Stroke Lesion Detection Using Convolutional Neural NetworksDanillo Roberto Pereira, Pedro Pedrosa Rebouças Filho, Gustavo Henrique de Rosa, João Paulo Papa, Victor Hugo C. de Albuquerque. 1-6 [doi]
- Unsupervised Learning with Self-Organizing Spiking Neural NetworksHananel Hazan, Daniel J. Saunders, Darpan T. Sanghavi, Hava T. Siegelmann, Robert Kozma 0001. 1-6 [doi]
- On democratic evaluation of nodes representativityGabriel Rufino Cerquinho Pinheiro, Bilza Marques de Aurajo. 1-8