Table of Contents

• 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]
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• Computational Analysis of Learned Representations in Deep Neural Network ClassifiersTomas Kuzma, Igor Farkas. 1-8 [doi]
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• Diagonalwise Refactorization: An Efficient Training Method for Depthwise ConvolutionsZheng Qin, Zhaoning Zhang, Dongsheng Li, Yiming Zhang, Yuxing Peng. 1-8 [doi]
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• 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]
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• 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]
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• 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]
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• 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]
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• 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]
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• Similarity-based Multi-label LearningRyan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou 0001. 1-8 [doi]
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• 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]
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• Complex-Valued Deep Boltzmann MachinesCalin-Adrian Popa. 1-8 [doi]
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• Half-precision Floating Point on Spiking Neural Networks Simulations in FPGACarolina Zambelli, João Ranhel. 1-6 [doi]
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• Unsupervised Learning of Depth and Pose Estimation based on Continuous Frame WindowSuNing Shang, Huaimin Wang, Pengfei Zhang, Bo Ding. 1-8 [doi]
• Efficient Learning of Data Distribution using Simultaneous Recurrent Belief NetworkMahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin. 1-6 [doi]
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• Targeting Optimization for Internet Advertising by Learning from Logged Bandit FeedbackMargherita Gasparini, Alessandro Nuara, Francesco Trovò, Nicola Gatti 0001, Marcello Restelli. 1-8 [doi]
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• Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio NetworksHe Jiang, Haibo He, Lingjia Liu, Yang Yi 0002. 1-7 [doi]
• Resampling Techniques for Learning Under Extreme Verification Latency with Class ImbalanceChristopher Frederickson, Robi Polikar. 1-8 [doi]
• Unsupervised Pre-training on Improving the Performance of Neural Network in RegressionPallabi Saikia, Prateek Vij, Rashmi Dutta Baruah. 1-6 [doi]
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• Adaptive Window Strategy for Topic Modeling in Document StreamsPierre-Alexandre Murena, Marie Al-Ghossein, Talel Abdessalem, Antoine Cornuéjols. 1-7 [doi]
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• Botnet Detection in the Internet of Things using Deep Learning ApproachesChristopher D. McDermott, Farzan Majdani, Andrei Petrovski. 1-8 [doi]
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