Table of Contents

• Learning Adaptive Weight Masking for Adversarial ExamplesYoshimasa Kubo, Michael Traynor, Thomas Trappenberg, Sageev Oore. 1-8 [doi]
• Periodic Neural Networks for Multivariate Time Series Analysis and ForecastingNurilla Avazov, Jiamou Liu, Bakhadyr Khoussainov. 1-8 [doi]
• Analysis on Characteristics of Multi-Step Learning Echo State Networks for Nonlinear Time Series PredictionTakanori Akiyama, Gouhei Tanaka. 1-8 [doi]
• Active Learning with Interpretable PredictorYusuke Taguchi, Keisuke Kameyama, Hideitsu Hino. 1-8 [doi]
• Multimodal Data Enhanced Representation Learning for Knowledge GraphsZikang Wang, Linjing Li, Qiudan Li, Daniel Zeng. 1-8 [doi]
• Learning "What" and "Where": An Interpretable Neural Encoding ModelHaibao Wang, Lijie Huang, Changde Du, Huiguang He. 1-8 [doi]
• Executing Declarative Parallel Representations of Sequences with Temporal PoolingDaniel Slack, Alistair Knott, Brendan McCane. 1-8 [doi]
• Deep Salient Object Detection with Fuzzy Superpixel Extraction and Controlled Filter ConvolutionYang Liu 0088, Bo Wu 0021, Bo Lang. 1-8 [doi]
• Attention-based Adversarial Training for Seamless Nudity CensorshipGabriel S. Simões, Jonatas Wehrmann, Rodrigo C. Barros. 1-8 [doi]
• Batch Mode Active Learning with Nonlocal Self-Similarity Prior for Semantic SegmentationYao Tan, Qinghua Hu, Zhibin Du. 1-7 [doi]
• Data-to-Text Generation with Attention Recurrent UnitHechong Wang, Wei Zhang, Yuesheng Zhu, Zhiqiang Bai. 1-8 [doi]
• Efficient and Scalable Exploration via Estimation-ErrorChuxiong Sun, Rui Wang, Ruiying Li, Jiao Wu, Xiaohui Hu. 1-8 [doi]
• Missing Entity Synergistic Completion across Multiple Isomeric Online Knowledge LibrariesBowen Dong, Jiawei Zhang, Chenwei Zhang, Yang Yang, Philip S. Yu. 1-8 [doi]
• Evolving and Ensembling Deep CNN Architectures for Image ClassificationBen Fielding, Tom Lawrence, Li Zhang. 1-8 [doi]
• Two-Stream Convolution Neural Network with Video-stream for Action RecognitionWei Dai, Yimin Chen, Chen Huang, Ming-ke Gao, Xinyu Zhang. 1-8 [doi]
• On Class Imbalance and Background Filtering in Visual Relationship DetectionAlessio Sarullo, Tingting Mu. 1-8 [doi]
• Zero-Shot Object Detection for Indoor RobotsAbdalwhab Abdalwhab, Huaping Liu. 1-8 [doi]
• DeepHist: Towards a Deep Learning-based Computational History of Trends in the NIPSAmna Dridi, Mohamed Medhat Gaber, R. Muhammad Atif Azad, Jagdev Bhogal. 1-8 [doi]
• *Qichuan Yang, Zhiqiang He, Zhiqiang Zhan, Jianyu Zhao, Yang Zhang, Changjian Hu. 1-8 [doi]
• An Approach to Cross-Lingual Voice ConversionSai Sirisha Rallabandi, Suryakanth V. Gangashetty. 1-7 [doi]
• ADPR: An Attention-based Deep Learning Point-of-Interest Recommendation FrameworkJunjie Yin, Yun Li, Zheng Liu, Jian Xu 0009, Bin Xia, Qianmu Li. 1-8 [doi]
• Deep Multi-view Learning from Sequential Data without CorrespondenceTung Doan, Atsuhiro Takasu. 1-8 [doi]
• Closer to Optimal Angle-Constrained Path PlanningChangwu Zhang, Hengzhu Liu, Yuchen Tang. 1-8 [doi]
• Compressive Learning of Multi-layer Perceptrons: An Error AnalysisAta Kabán. 1-7 [doi]
• DGFFM: Generalized Field-aware Factorization Machine based on DenseNetQing-Long Zhang, Lu Rao, Yubin Yang. 1-8 [doi]
• Cropout: A General Mechanism for Reducing Overfitting on Convolutional Neural NetworksWenbo Hou, Wenhai Wang, Ruo-Ze Liu, Tong Lu. 1-8 [doi]
• Continuous Gesture Recognition through Selective Temporal FusionPradyumna Narayana, J. Ross Beveridge, Bruce A. Draper. 1-8 [doi]
• Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal DataÁlvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega. 1-8 [doi]
• A Synchro-phasor Assisted Optimal Features Based Scheme for Fault Detection and ClassificationHomanga Bharadhwaj, Avinash Kumar, Abheejeet Mohapatra. 1-8 [doi]
• Evolutionary Community Detection in Dynamic Social NetworksFanzhen Liu, Jia Wu, Chuan Zhou, Jian Yang. 1-7 [doi]
• Bacteria shape classification by the use of region covariance and Convolutional Neural NetworkDawid Polap, Marcin Wozniak. 1-7 [doi]
• Heartbeat Detection Based on Pulse Neuron Model for Heart Rate Variability AnalysisTakenori Obo, Daiki Takaguchi, Daisuke Katagami, Junji Sone, Takahito Tomoto, Yuta Ogai, Yoshihisa Udagawa. 1-6 [doi]
• Face Age Transformation with Progressive Residual Adversarial AutoencoderXuexiang Zhang, Ping Wei, Nanning Zheng. 1-8 [doi]
• EEG-Based Motor Imagery Classification with Deep Multi-Task LearningYaguang Song, Danli Wang, Kang Yue, Nan Zheng, Zuo-Jun Max Shen. 1-8 [doi]
• Recurrent Network and Multi-arm Bandit Methods for Multi-task Learning without Task SpecificationThy Nguyen, Tayo Obafemi-Ajayi. 1-8 [doi]
• Collaboration of Machines and Robots in Cyber Physical Systems based on Evolutionary Computation ApproachFu-Shiung Hsieh. 1-8 [doi]
• GMM-based Undersampling and Its Application for Credit Card Fraud DetectionFengjun Zhang, GuanJun Liu, Zhenchuan Li, ChunGang Yan, Changjun Jiang. 1-8 [doi]
• 3D Skeleton Estimation and Human Identity Recognition Using Lidar Full Motion VideoAlexander Glandon, Lasitha Vidyaratne, Nasrin Sadeghzadehyazdi, Nibir K. Dhar, Jide O. Familoni, Scott T. Acton, Khan M. Iftekharuddin. 1-8 [doi]
• Unsupervised Representation Adversarial Learning Network: from Reconstruction to GenerationYuQian Zhou, Kuangxiao Gu, Thomas Huang. 1-8 [doi]
• Zero-shot Image Recognition Using Relational Matching, Adaptation and CalibrationDebasmit Das, C. S. George Lee. 1-8 [doi]
• Neuro-Robotic Haptic Object Classification by Active Exploration on a Novel DatasetMatthias Kerzel, Erik Strahl, Connor Gaede, Emil Gasanov, Stefan Wermter. 1-8 [doi]
• Visual Cue Integration for Small Target Motion Detection in Natural Cluttered BackgroundsHongxin Wang, Jigen Peng, Qinbing Fu, Huatian Wang, Shigang Yue. 1-7 [doi]
• SpreadOut: A Kernel Weight Initializer for Convolutional Neural NetworksMatheus I. Hertzog, Ulisses Brisolara Correa, Ricardo M. Araujo. 1-7 [doi]
• Representation of white- and black-box adversarial examples in deep neural networks and humans: A functional magnetic resonance imaging studyChihye Han, Wonjun Yoon, Gihyun Kwon, Daeshik Kim, Seungkyu Nam. 1-8 [doi]
• Generative Models from the perspective of Continual LearningTimothée Lesort, Hugo Caselles-Dupré, Michaël Garcia Ortiz, Andrei Stoian, David Filliat. 1-8 [doi]
• A Human-Like Agent Based on a Hybrid of Reinforcement and Imitation LearningRousslan Fernand Julien Dossa, Xinyu Lian, Hirokazu Nomoto, Takashi Matsubara, Kuniaki Uehara. 1-8 [doi]
• Static Crowd Scene Analysis via Deep Network with Multi-branch Dilated Convolution BlocksHaoran Liu, Aiwen Jiang, Qiaosi Yi, Xiaolin Deng, Jianyi Wan, Mingwen Wang. 1-7 [doi]
• Bidirectional Learning for Robust Neural NetworksSidney Pontes-Filho, Marcus Liwicki. 1-8 [doi]
• Hierarchical Multi-dimensional Attention Model for Answer SelectionWei Liu, Lei Zhang, Longxuan Ma, Pengfei Wang, Feng Zhang. 1-8 [doi]
• Removing Movable Objects from Grid Maps of Self-Driving Cars Using Deep Neural NetworksRanik Guidolini, Raphael V. Carneiro, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza. 1-8 [doi]
• Detection of Typical Pronunciation Errors in Non-native English Speech Using Convolutional Recurrent Neural NetworksAleksandr Diment, Eemi Fagerlund, Adrian Benfield, Tuomas Virtanen. 1-8 [doi]
• Evidence Transfer for Improving Clustering Tasks Using External Categorical EvidenceAthanasios Davvetas, Iraklis A. Klampanos, Vangelis Karkaletsis. 1-8 [doi]
• Entropy-Constrained Training of Deep Neural NetworksSimon Wiedemann, Arturo Marbán, Klaus-Robert Müller, Wojciech Samek. 1-8 [doi]
• Spinal Stenosis Detection in MRI using Modular Coordinate Convolutional Attention NetworksUddeshya Upadhyay, Badrinath Singhal, Meenakshi Singh. 1-8 [doi]
• Vehicle Re-identification: an Efficient Baseline Using Triplet EmbeddingRatnesh Kumar, Edwin Weill, Farzin Aghdasi, Parthasarathy Sriram. 1-9 [doi]
• Generate Desired Images from Trained Generative Adversarial NetworksMing Li, Rui Xi, Beier Chen, Mengshu Hou, Daibo Liu, Lei Guo. 1-8 [doi]
• Clustering-enhanced PointCNN for Point Cloud Classification LearningYikuan Yu, Fei Li, Yu Zheng, Min Han, Xinyi Le. 1-6 [doi]
• Efficient and Robust Convolutional Neural Networks via Channel Prioritization and Path EnsembleChun-Min Chang, Chia-Ching Lin, Kuan-Ta Chen. 1-8 [doi]
• Exploiting Machine Learning Models to Avoid Texting While DrivingRenato H. Torres, Orlando Ohashi, Gabriel Garcia, Filipe Rocha, Héctor Azpúrua, Gustavo Pessin. 1-8 [doi]
• TCoD: A Traveling Companion Discovery Method Based on Clustering and Association AnalysisRuihong Yao, Fei Wang, Shuhui Chen. 1-7 [doi]
• Transformation-gated LSTM: efficient capture of short-term mutation dependencies for multivariate time series prediction tasksJun Hu, Wendong Zheng. 1-8 [doi]
• Scene Recognition via Object-to-Scene Class Conversion: End-to-End TrainingHongje Seong, Junhyuk Hyun, Hyunbae Chang, Suhyeon Lee 0002, Suhan Woo, Euntai Kim. 1-6 [doi]
• A Multi-Attentive Pyramidal Model for Visual Sentiment AnalysisXiaohao He, Huijun Zhang, Ningyun Li, Ling Feng, Feng Zheng. 1-8 [doi]
• Self-organizing neurons: toward brain-inspired unsupervised learningLyes Khacef, Benoit Miramond, Diego Barrientos, Andres Upegui. 1-9 [doi]
• Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image InterpretationIvan Donadello, Luciano Serafini. 1-8 [doi]
• On the Influence of the Color Model for Image Boundary Detection Algorithms based on Convolutional Neural NetworksTiago J. dos Santos, Carlos A. B. Mello, Cleber Zanchettin, Thiago V. M. de Souza. 1-8 [doi]
• Predicting Parkinson's Disease using Latent Information extracted from Deep Neural NetworksIlianna Kollia, Andreas-Georgios Stafylopatis, Stefanos D. Kollias. 1-8 [doi]
• Neural Regression TreesShahan Ali Memon, Wenbo Zhao, Bhiksha Raj, Rita Singh. 1-8 [doi]
• Parallel convolution algorithm using implicit matrix multiplication on multi-core CPUsQinglin Wang, Songzhu Mei, Jie Liu, Chunye Gong. 1-7 [doi]
• RevCuT Tree Search Method in Complex Single-player Game with Continuous Search SpaceHongming Zhang, Fangjuan Cheng, Bo Xu 0011, Feng Chen, Jiachen Liu, Wei Wu. 1-8 [doi]
• Image Retrieval and Pattern Spotting using Siamese Neural NetworkKelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz S. Oliveira. 1-8 [doi]
• Seq2Seq Deep Learning Models for Microtext NormalizationRanjan Satapathy, Yang Li 0055, Sandro Cavallari, Erik Cambria. 1-8 [doi]
• Hardening Deep Neural Networks via Adversarial Model CascadesDeepak Vijaykeerthy, Anshuman Suri, Sameep Mehta, Ponnurangam Kumaraguru. 1-8 [doi]
• Learning Private Neural Language Modeling with Attentive AggregationShaoxiong Ji, Shirui Pan, Guodong Long, Xue Li 0001, Jing Jiang, Zi Huang. 1-8 [doi]
• Convolutional Recurrent Neural Networks for Text ClassificationRuishuang Wang, Zhao Li, Jian Cao, Tong Chen, Lei Wang. 1-6 [doi]
• An Attention-Based Model for Learning Dynamic Interaction NetworksSandro Cavallari, Soujanya Poria, Erik Cambria, Vincent W. Zheng, HongYun Cai. 1-8 [doi]
• Nonmodular Architectures of Cognitive Systems based on Active InferenceManuel Baltieri, Christopher L. Buckley. 1-8 [doi]
• Chinese Clinical Named Entity Recognition with Word-Level Information Incorporating DictionariesNingjie Lu, Jun Zheng, Wen Wu, Yan Yang, Kaiwei Chen, Wenxin Hu. 1-8 [doi]
• Unsupervised Domain Adaptation with Sphere Retracting TransformationZhen Fang, Jie Lu 0001, Feng Liu 0003, Guangquan Zhang 0001. 1-8 [doi]
• Autoencoder-Based Articulatory-to-Acoustic Mapping for Ultrasound Silent Speech InterfacesGábor Gosztolya, Ádám Pintér, László Tóth, Tamás Grósz, Alexandra Markó, Tamás Gábor Csapó. 1-8 [doi]
• MMF: Attribute Interpretable Collaborative FilteringYixin Su, Sarah Monazam Erfani, Rui Zhang 0003. 1-8 [doi]
• Synaptic Learning of Long-Term Cognitive Networks with InputsRichar Sosa, Alejandro Alfonso, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof, Ann Nowé. 1-8 [doi]
• Compact Cluster-based Balanced Distribution Adaptation for Transfer LearningXu Zhang 0019, Zuyu Zhang, HaeYoung Bae. 1-8 [doi]
• RsyGAN: Generative Adversarial Network for Recommender SystemsRuiping Yin, Kan Li, Jie Lu 0001, Guangquan Zhang 0001. 1-7 [doi]
• Age and Gender Estimation via Deep Dictionary Learning RegressionVanika Singhal, Angshul Majumdar. 1-8 [doi]
• SpaMHMM: Sparse Mixture of Hidden Markov Models for Graph Connected EntitiesDiogo Pernes, Jaime S. Cardoso. 1-10 [doi]
• Context Gating with Short Temporal Information for Video CaptioningJinlei Xu, Ting Xu, Xin Tian, Chunping Liu, Yi Ji 0001. 1-7 [doi]
• Music Artist Classification with Convolutional Recurrent Neural NetworksZain Nasrullah, Yue Zhao. 1-8 [doi]
• Dynamic Unit Surgery for Deep Neural Network Compression and AccelerationMinsam Kim, James T. Kwok. 1-8 [doi]
• Multiple-Valued Artificial Neural NetworksAlexander Makarenko. 1-6 [doi]
• Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature DescriptorXiaowei Gu, Plamen P. Angelov. 1-7 [doi]
• isAnon: Flow-Based Anonymity Network Traffic Identification Using Extreme Gradient BoostingZhenzhen Cai, Bo Jiang, Zhigang Lu, Junrong Liu, Pingchuan Ma. 1-8 [doi]
• Distributed Adaptive Dynamic Programming Algorithm for Office Energy Control with Multiple BatteriesGuang Shi, Chao Li, Bo Zhao 0015, Qinglai Wei, Derong Liu 0001. 1-6 [doi]
• Approximate Bayesian Neural Network Trained with Ensemble Kalman FilterChao Chen, Xiao Lin, Yuan Huang, Gabriel Terejanu. 1-8 [doi]
• Encoding of a Chaotic Attractor in a Reservoir Computer: A Directional Fiber InvestigationSanjukta Krishnagopal, Garrett E. Katz, Michelle Girvan, James A. Reggia. 1-8 [doi]
• From Face Recognition to Facial Pareidolia: Analysing Hidden Neuron Activations in CNNs for Cross-Depiction RecognitionAsad Abbas, Stephan K. Chalup. 1-8 [doi]
• Gated Task Interaction Framework for Multi-task Sequence TaggingIsaac K. E. Ampomah, Zhiwei Lin 0002, Sally I. McClean, Glenn I. Hawe. 1-8 [doi]
• A Novel Clustering Algorithm based on Directional Propagation of Cluster LabelsNa Xiao, Kenli Li, Xu Zhou, Keqin Li 0001. 1-8 [doi]
• Hierarchical Classification Feature Extraction for Moving Target Detection Using Radar EchoChunHua Zhou, Huiting Xia, Jiejun Yin, Liang Gao, Yaqi Liu. 1-7 [doi]
• Vertical and Horizontal Partitioning in Data Stream Regression EnsemblesJean Paul Barddal. 1-8 [doi]
• An End-to-End Location and Regression Tracker with Attention-based Fused FeaturesQinyi Zhang, Shishuai Du, Huihua Yang. 1-7 [doi]
• Aspect-level Sentiment Classification with Reinforcement LearningTingting Wang, Jie Zhou, Qinmin Vivian Hu, Liang He. 1-8 [doi]
• A Novel Deep Learning-Based Encoder-Decoder Model for Remaining Useful Life PredictionHui Liu, Zhenyu Liu, Weiqiang Jia, Xianke Lin. 1-8 [doi]
• Semi-Supervised Online Elastic Extreme Learning Machine with Forgetting Parameter to deal with concept drift in data streamsCarlos A. S. da Silva, Renato A. Krohling. 1-8 [doi]
• A Multi-model Ensemble Method Using CNN and Maximum Correntropy Criterion for Basal Cell Carcinoma and Seborrheic Keratoses ClassificationLeida Guo, Shaoyi Du, Yuting Chi, Wenting Cui, Panpan Song, Jihua Zhu, Songmei Geng, Meifeng Xu. 1-6 [doi]
• Detecting Adversarial Perturbations Through Spatial Behavior in Activation SpacesZiv Katzir, Yuval Elovici. 1-9 [doi]
• Practical stochastic separation theorems for product distributionsBogdan Grechuk. 1-8 [doi]
• An Inferable Representation Learning for Fraud Review Detection with Cold-start ProblemQian Li 0006, Qiang Wu 0001, Chengzhang Zhu, Jian Zhang 0002, Wentao Zhao. 1-8 [doi]
• RNN-based speech synthesis using a continuous sinusoidal modelMohammed Salah Al-Radhi, Tamás Gábor Csapó, Géza Németh. 1-8 [doi]
• Additive Margin SincNet for Speaker RecognitionJoão Antônio Chagas Nunes, David Macêdo, Cleber Zanchettin. 1-5 [doi]
• Robust Neuro-adaptive Asymptotic Consensus for a Class of Uncertain Multi-agent Systems: An Edge-based ParadigmDongdong Yue, Qi Li, Jinde Cao, Xuegang Tan. 1-7 [doi]
• Decoding of finger activation from ECoG data: a comparative studyGuillaume Jubien, Marie-Caroline Schaeffer, Stéphane Bonnet, Tetiana Aksenova. 1-8 [doi]
• ST-RNet: A Time-aware Point-of-interest Recommendation Method based on Neural NetworkLu Gao, Yuhua Li, Ruixuan Li, Zhenlong Zhu, Xiwu Gu, Olivier Habimana. 1-8 [doi]
• Learning Similarity: Feature-Aligning Network for Few-shot Action RecognitionShaoqing Tan, Ruoyu Yang. 1-7 [doi]
• Adversarial Collaborative Auto-encoder for Top-N RecommendationFeng Yuan, Lina Yao, Boualem Benatallah. 1-8 [doi]
• An Improved Recurrent Neural Network Language Model for Programming LanguageLiwei Wu, Youhua Wu, Fei Li, Tao Zheng. 1-7 [doi]
• Deep Reinforcement Learning with Dual Targeting AlgorithmNaoki Kodama, Taku Harada, Kazuteru Miyazaki. 1-6 [doi]
• Approximating Binarization in Neural NetworksÇaglar Aytekin, Francesco Cricri, Jani Lainema, Emre Aksu, Miska M. Hannuksela. 1-5 [doi]
• Explainable Classifier Supporting Decision-making for Breast Cancer Diagnosis from Histopathological ImagesPatrik Sabol, Peter Sincák, Kana Ogawa, Pitoyo Hartono. 1-8 [doi]
• A Fast Feature Extraction Algorithm for Image and Video ProcessingSadiq H. Abdulhussain, Abd. Rahman Ramli, Basheera M. Mahmmod, M. Iqbal Saripan, S. A. R. Al-Haddad, Thar Baker, Wameedh Nazar Flayyih, Wissam A. Jassim. 1-8 [doi]
• Condensed Convolution Neural Network by Attention over Self-attention for Stance Detection in TwitterShengping Zhou, Junjie Lin, Lianzhi Tan, Xin Liu. 1-8 [doi]
• Toward Next Generation of Autonomous Systems with AIDanil Prokhorov. 1-5 [doi]
• A temporal encoding method based on expansion representationYan Dai, Mengwen Yuan, Huajin Tang, Rui Yan 0005. 1-8 [doi]
• A Music Recommendation System Based on logistic regression and eXtreme Gradient BoostingHaoye Tian, Haini Cai, Junhao Wen, Shun Li, Yingqiao Li. 1-6 [doi]
• Weakly-Supervised Deep Recurrent Neural Networks for Basic Dance Step GenerationNelson Yalta, Shinji Watanabe, Kazuhiro Nakadai, Tetsuya Ogata. 1-8 [doi]
• Stepwise Acquisition of Dialogue Act Through Human-Robot InteractionAkane Matsushima, Ryosuke Kanajiri, Yusuke Hattori, Chie Fukada, Natsuki Oka. 1-9 [doi]
• Transfer Learning for Piano Sustain-Pedal DetectionBeici Liang, György Fazekas, Mark B. Sandler. 1-6 [doi]
• Brain Dynamics Encoding from Visual Input during Free Viewing of Natural VideosZhen Liang, Hiroshi Higashi, Shigeyuki Oba, Shin Ishii. 1-8 [doi]
• Domain Adaptation for sEMG-based Gesture Recognition with Recurrent Neural NetworksIstván Ketykó, Ferenc Kovács, Krisztián Zsolt Varga. 1-7 [doi]
• Adversarially Erased Learning for Person Re-identification by Fully Convolutional NetworksShuangwei Liu, Yunzhou Zhang, Lin Qi, Sonya Coleman, Dermot Kerr, Shangdong Zhu. 1-8 [doi]
• Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous CarsLucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos. 1-8 [doi]
• Active visual object exploration and recognition with an unmanned aerial vehicleUriel Martinez-Hernandez, Victor M. Cedeno-Campos, Adrian Rubio Solis. 1-7 [doi]
• DNN-based Acoustic-to-Articulatory Inversion using Ultrasound Tongue ImagingDagoberto Porras, Alexander Sepúlveda-Sepúlveda, Tamás Gábor Csapó. 1-8 [doi]
• Adversarial Imitation Learning via Random SearchMyungjae Shin, Joongheon Kim. 1-8 [doi]
• Parallelizing Basis Pursuit DenoisingCory Kromer-Edwards, Suely Oliveira, David E. Stewart. 1-5 [doi]
• Audio-based Recognition of Bipolar Disorder Utilising Capsule NetworksShahin Amiriparian, Arsany Awad, Maurice Gerczuk, Lukas Stappen, Alice Baird, Sandra Ottl, Björn W. Schuller. 1-7 [doi]
• Depth-Controllable Very Deep Super-Resolution NetworkDohyun Kim, Joongheon Kim, Junseok Kwon, Tae Hyung Kim. 1-8 [doi]
• ∗Liying Chen, Honglei Zhang, Jun Wu. 1-8 [doi]
• The Cramming, Softening and Integrating Learning Algorithm with Parametric ReLU Activation Function for Binary Input/Output ProblemsYu-Han Tsai, Yu-Jie Jheng, Rua-Huan Tsaih. 1-7 [doi]
• Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering SystemsQiang Huang, Jianhui Bu, Weijian Xie, ShengWen Yang, Weijia Wu, Liping Liu. 1-8 [doi]
• Speeding Up Affordance Learning for Tool Use, Using Proprioceptive and Kinesthetic InputsKhuong N. Nguyen, Jaewook Yoo, Yoonsuck Choe. 1-8 [doi]
• An LSTM based Encoder-Decoder Model for MultiStep Traffic Flow PredictionShengdong Du, Tianrui Li, Yan Yang, Xun Gong, Shi-Jinn Horng. 1-8 [doi]
• Development of a Simulation Experiment to Investigate In-Flight Startle using Fuzzy Cognitive Maps and PupillometryAbiodun Brimmo Yusuf, Ah Lian Kor, Hissam Tawfik. 1-10 [doi]
• Lane Change Decision-making through Deep Reinforcement Learning with Rule-based ConstraintsJunjie Wang, Qichao Zhang, Dongbin Zhao, Yaran Chen. 1-6 [doi]
• Hyperspectral Image Classification for Remote Sensing Using Low-Power Neuromorphic HardwareVivek Parmar, Jung Ho Ahn, Manan Suri. 1-7 [doi]
• Utilizing Generative Adversarial Networks for Recommendation based on Ratings and ReviewsWang Chen, Hai-Tao Zheng, Yang Wang, Wei Wang 0138, Rui Zhang 0003. 1-8 [doi]
• Enhance knowledge graph embedding via fake triplesZhihuan Yan, Rong Peng, Yaqian Wang, Weidong Li. 1-7 [doi]
• Rank Selection in Non-negative Matrix Factorization: systematic comparison and a new MAD metricLaura Muzzarelli, Susanne Weis, Simon B. Eickhoff, Kaustubh R. Patil. 1-8 [doi]
• Spatial Map Learning with Self-Organizing Adaptive Recurrent Incremental NetworkWei Hong Chin, Naoyuki Kubota, Chu Kiong Loo, Zhaojie Ju, Honghai Liu. 1-6 [doi]
• Formation Control with Collision Avoidance through Deep Reinforcement LearningZezhi Sui, Zhiqiang Pu, Jianqiang Yi, Tianyi Xiong. 1-8 [doi]
• Abstractive Text Summarization with Multi-Head AttentionJinpeng Li, Chuang Zhang, Xiaojun Chen, Yanan Cao, Pengcheng Liao, Peng Zhang. 1-8 [doi]
• Collecting Indicators of Compromise from Unstructured Text of Cybersecurity Articles using Neural-Based Sequence LabellingZi Long, Lianzhi Tan, Shengping Zhou, Chaoyang He, Xin Liu. 1-8 [doi]
• MDLDA: A New Multi-Dimension Topic ApproachJuncheng Ding, Wei Jin. 1-8 [doi]
• Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation LearningBabak Hosseini, Barbara Hammer. 1-8 [doi]
• Autoregressive Models for Sequences of GraphsDaniele Zambon, Daniele Grattarola, Lorenzo Livi, Cesare Alippi. 1-8 [doi]
• AdaBoost with Neural Networks for Yield and Protein Prediction in Precision AgricultureAmy Peerlinck, John Sheppard, Jacob Senecal. 1-8 [doi]
• Character-Aware Convolutional Recurrent Networks with Self-Attention for Emotion Detection on TwitterJiangping Huang, Chunli Xiang, Shuwei Yuan, Desen Yuan, Xiaorui Huang. 1-8 [doi]
• VT-GAN: View Transformation GAN for Gait Recognition Across ViewsPeng Zhang, Qiang Wu, Jingsong Xu. 1-8 [doi]
• Encoding robust representation for graph generationDongmian Zou, Gilad Lerman. 1-9 [doi]
• Integrating Social Circles and Network Representation Learning for Item RecommendationYonghong Yu, Qiang Wang, Li Zhang 0013, Can Wang 0004, Sifan Wu, Boyu Qi, Xiaotian Wu. 1-8 [doi]
• Deep Learning Of P73 Biomarker Expression In Rectal Cancer PatientsTuan D. Pham, Chuanwen Fan, Hong Zhang, Xiao-Feng Sun. 1-8 [doi]
• Fine-Grained Road Mining from Satellite Images with Bilateral Xception and DeepLabLele Cao. 1-8 [doi]
• MPSSD: Multi-Path Fusion Single Shot DetectorShuyi Qu, Kaizhu Huang, Amir Hussain, Yannis Goulermas. 1-6 [doi]
• Collaborative and Privacy-Preserving Machine Teaching via Consensus OptimizationYufei Han, Yuzhe Ma, Christopher Gates 0002, Kevin A. Roundy, Yun Shen. 1-8 [doi]
• KDSL: a Knowledge-Driven Supervised Learning Framework for Word Sense DisambiguationShi Yin, Yi Zhou, Chenguang Li, Shangfei Wang, Jianmin Ji, Xiaoping Chen, Ruili Wang. 1-8 [doi]
• A Semi-Supervised Self-Organizing Map with Adaptive Local ThresholdsPedro H. M. Braga, Hansenclever F. Bassani. 1-8 [doi]
• In a Spin-Wave Reservoir for Machine LearningRyosho Nakane, Gouhei Tanaka, Akira Hirose. 1-9 [doi]
• FKIMNet: A Finger Dorsal Image Matching Network Comparing Component (Major, Minor and Nail) Matching with Holistic (Finger Dorsal) MatchingDaksh Thapar, Gaurav Jaswal, Aditya Nigam. 1-8 [doi]
• Recognition of patterns of optimal diel vertical migration of zooplankton using neural networksOleg Kuzenkov, Andrew Morozov, Galina Kuzenkova. 1-6 [doi]
• Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill EvaluationDayvid Castro, Danilo Pereira, Cleber Zanchettin, David Macêdo, Byron L. D. Bezerra. 1-8 [doi]
• Long-Term Prediction of Small Time-Series Data Using Generalized DistillationShogo Hayashi, Akira Tanimoto, Hisashi Kashima. 1-8 [doi]
• eSPANNet: Evolving Spike Pattern Association Neural Network for Spike-based Supervised Incremental Learning and Its Application for Single-trial Brain Computer InterfacesKaushalya Kumarasinghe, Denise Taylor, Nikola Kasabov. 1-8 [doi]
• Mixing Update Q-value for Deep Reinforcement LearningZhunan Li, Xinwen Hou. 1-6 [doi]
• Actively Semi-Supervised Deep Rule-based Classifier Applied to Adverse Driving ScenariosEduardo A. Soares, Plamen P. Angelov, Bruno Costa 0004, Marcos Castro. 1-8 [doi]
• Multi-Grained Cascade AdaBoost Extreme Learning Machine for Feature RepresentationHongwei Ge, Weiting Sun, Mingde Zhao, Kai Zhang, Liang Sun 0003, Chao Yu. 1-8 [doi]
• Locality Preserving Projection via Deep Neural NetworkTianhang Long, Junbin Gao, Mingyan Yang, Yongli Hu, Baocai Yin. 1-8 [doi]
• Personalizing Session-based Recommendation with Dual Attentive Neural NetworkTianan Liang, Yuhua Li, Ruixuan Li, Xiwu Gu, Olivier Habimana, Yi Hu. 1-8 [doi]
• Embeddings and Convolution, Is That the Best You can Do with Sentiment Features?Ao Feng, Zhenghao Chen, Shuang Zhou, Xi Wu. 1-8 [doi]
• Feature selection for orthogonal broad learning system based on mutual informationZhicheng Liu, Bao Chen, Bingxue Xiez, Huangping Qiang, Ziqi Zhu. 1-8 [doi]
• Benchmarking multi-task learning in predictive models for drug discoveryPhilippa Grace McCabe, Sandra Ortega-Martorell, Iván Olier. 1-7 [doi]
• Feature-Dependent Graph Convolutional Autoencoders with Adversarial Training MethodsDi Wu, Ruiqi Hu, Yu Zheng, Jing Jiang 0002, Nabin Sharma, Michael Blumenstein. 1-8 [doi]
• PointDoN: A Shape Pattern Aggregation Module for Deep Learning on Point CloudShuxin Zhao, Chaochen Gu, Changsheng Lu, Ye Huang, Kaijie Wu 0002, Xinping Guan. 1-8 [doi]
• A TOI based CNN with Location Regression for Insurance Contract AnalysisKai Zhang, Lin Sun, Fule Ji. 1-8 [doi]
• Multi-Agent Deep Reinforcement Learning with Emergent CommunicationDavid Apolinário Simões, Nuno Lau, Luís Paulo Reis. 1-8 [doi]
• GMM-VRD: A Gaussian Mixture Model for Dealing With Virtual and Real Concept DriftsGustavo H. F. M. Oliveira, Leandro L. Minku, Adriano L. I. Oliveira. 1-8 [doi]
• Incremental Learning Based Subspace Modeling for Distributed Parameter SystemsZhi Wang, Han-Xiong Li. 1-6 [doi]
• Deep Learning-Based Strategy For Macromolecules Classification with Imbalanced Data from Cellular Electron CryotomographyZiqian Luo, Xiangrui Zeng, Zhipeng Bao, Min Xu 0009. 1-8 [doi]
• Gated Neural Network with Regularized Loss for Multi-label Text ClassificationYunlai Xu, Xiangying Ran, Wei Sun, Xiangyang Luo, Chongjun Wang. 1-8 [doi]
• A Methodology for Neural Network Architectural Tuning Using Activation Occurrence MapsRafael Garcia, Alexandre Xavier Falcão, Alexandru C. Telea, Bruno Castro da Silva, Jim Tørresen, João Luiz Dihl Comba. 1-10 [doi]
• Looking back at Labels: A Class based Domain Adaptation TechniqueVinod Kumar Kurmi, Vinay P. Namboodiri. 1-8 [doi]
• Learning Syntactic and Dynamic Selective Encoding for Document SummarizationHaiyang Xu, Yahao He, Kun Han, Junwen Chen, Xiangang Li. 1-8 [doi]
• Sparse and online null proximal discriminant analysis for one class learning in large-scale datasetsFranck Dufrenois, Denis Hamad. 1-8 [doi]
• Interpretable Variational Autoencoders for Cognitive ModelsMariana Curi, Geoffrey A. Converse, Jeffrey Hajewski, Suely Oliveira. 1-8 [doi]
• What's in a Word? Detecting Partisan Affiliation from Word Use in Congressional SpeechesUlya Bayram, John Pestian, Daniel Santel, Ali A. Minai. 1-8 [doi]
• RASE: Relationship Aware Social EmbeddingAravind Sankar, Adit Krishnan, Zongjian He, Carl Yang. 1-8 [doi]
• An Object Detection by using Adaptive Structural Learning of Deep Belief NetworkShin Kamada, Takumi Ichimura. 1-8 [doi]
• A Deep Learning Algorithm for Fully Automatic Brain Tumor SegmentationYu Wang, Changsheng Li, Ting Zhu, Chongchong Yu. 1-5 [doi]
• A Composite Extended Nearest Neighbor Model for Day-Ahead Load ForecastingMd. Rashedul Haq, Zhen Ni. 1-8 [doi]
• Extracting Prerequisite Relations Among Concepts in WikipediaYang Zhou, Kui Xiao. 1-8 [doi]
• Evaluating Incomplete DCOP Algorithms On Large-Scale ProblemsAllan Rodrigo Leite, Fabrício Enembreck. 1-8 [doi]
• Image Captioning with Partially Rewarded Imitation LearningXintong Yu, Tszhang Guo, Kun Fu, Lei Li, Changshui Zhang, Jianwei Zhang. 1-8 [doi]
• Bayesian Tensor Factorisation for Bottom-up Hidden Tree Markov ModelsDaniele Castellana, Davide Bacciu. 1-8 [doi]
• AX-DBN: An Approximate Computing Framework for the Design of Low-Power Discriminative Deep Belief NetworksIan Colbert, Kenneth Kreutz-Delgado, Srinjoy Das. 1-9 [doi]
• Cystoid Fluid Color Map Generation in Optical Coherence Tomography Images Using a Densely Connected Convolutional Neural NetworkPlácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega. 1-8 [doi]
• A novel hardware-efficient CPG model for a hexapod robot based on nonlinear dynamics of coupled asynchronous cellular automaton oscillatorsKentaro Takeda, Hiroyuki Torikai. 1-8 [doi]
• Incorporating Human Knowledge in Neural Relation Extraction with Reinforcement LearningBing Liu, Guilin Qi, Lu Pan, Shangfu Duan, Tianxing Wu. 1-8 [doi]
• TA-STAN: A Deep Spatial-Temporal Attention Learning Framework for Regional Traffic Accident Risk PredictionLei Zhu, Tianrui Li, Shengdong Du. 1-8 [doi]
• Efficient Learning Rate Adaptation for Convolutional Neural Network TrainingSpiros V. Georgakopoulos, Vassilis P. Plagianakos. 1-8 [doi]
• Motion Integration and Disambiguation by Spiking V1-MT-MSTl Feedforward-Feedback InteractionMaximilian P. R. Löhr, Daniel Schmid, Heiko Neumann. 1-9 [doi]
• Reservoir Computing Based on Dynamics of Pseudo-Billiard System in HypercubeYuichi Katori, Hakaru Tamukoh, Takashi Morie. 1-8 [doi]
• A Chaotic Boltzmann Machine Working as a Reservoir and Its Analog VLSI ImplementationMasatoshi Yamaguchi, Yuichi Katori, Daichi Kamimura, Hakaru Tamukoh, Takashi Morie. 1-7 [doi]
• Urban Area Vehicle Re-Identification With Self-Attention Stair Feature Fusion and Temporal Bayesian Re-RankingChenghuan Liu, Du Q. Huynh, Mark Reynolds. 1-8 [doi]
• Combining Self-reported Confidences from Uncertain Annotators to Improve Label QualityChristoph Sandrock, Marek Herde, Adrian Calma, Daniel Kottke, Bernhard Sick. 1-8 [doi]
• Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image TranslationHao Tang 0005, Dan Xu 0002, Nicu Sebe, Yan Yan 0002. 1-8 [doi]
• Group k-Sparse Temporal Convolutional Neural Networks: Unsupervised Pretraining for Video ClassificationZoltán Ádám Milacski, Barnabás Póczos, András Lörincz. 1-10 [doi]
• Unifying Unsupervised Domain Adaptation and Zero-Shot Visual RecognitionQian Wang, Penghui Bu, Toby P. Breckon. 1-8 [doi]
• SRAGAN: Generating Colour Landscape Photograph from SketchSibao Chen, Peng-Cheng Wang, Bin Luo 0001, Chris H. Q. Ding, Jian Zhang. 1-8 [doi]
• Sports Motion Recognition based on Foot Trajectory State Sequence MappingLingjia Huang, Hao Ma, Weichao Yan, Wuda Liu, Haoyang Liu, Zaiyue Yang. 1-8 [doi]
• Dilated Convolutional Networks Incorporating Soft Entity Type Constraints for Distant Supervised Relation ExtractionMin Peng, Weilong Hu, Gang Tian, Bin Wang, Hua Wang, Gang Wang. 1-7 [doi]
• On Robustness of Spin-Orbit-Torque Based Stochastic Sigmoid Neurons for Spiking Neural NetworksAkhilesh Jaiswal, Amogh Agrawal, Indranil Chakraborty, Deboleena Roy, Kaushik Roy 0001. 1-6 [doi]
• Leveraging Recursive Processing for Neural-Symbolic Affect-Target AssociationsAlexander Sutherland, Sven Magg, Stefan Wermter. 1-6 [doi]
• Ensemble Validation: Selectivity has a Price, but Variety is FreeEric Bax, Farshad Kooti. 1-8 [doi]
• Improving Retrieval-Based Question Answering with Deep Inference ModelsGeorge-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti. 1-8 [doi]
• Accelerate Mini-batch Machine Learning Training With Dynamic Batch Size FittingBaohua Liu, Wenfeng Shen, Peng Li, Xin Zhu. 1-8 [doi]
• Deep Diffusion AutoencodersSara Dorado, Ángela Fernández, José R. Dorronsoro. 1-8 [doi]
• Your Eyes Say You're Lying: An Eye Movement Pattern Analysis for Face Familiarity and Deceptive CognitionJiaxu Zuo, Tom Gedeon, Zhenyue Qin. 1-8 [doi]
• Patching Deep Neural Networks for Nonstationary EnvironmentsSebastian Kauschke, David Hermann Lehmann, Johannes Fürnkranz. 1-8 [doi]
• Beyond the Power of Mere Repetition: Forms of Social Communication on Twitter through the Lens of Information Flows and Its Effect on Topic EvolutionYunwei Zhao, Can Wang 0005, Chi-Hung Chi, Willem-Jan van den Heuvel, Kwok-Yan Lam, Min Shu. 1-8 [doi]
• Stealing Knowledge from Protected Deep Neural Networks Using Composite Unlabeled DataItay Mosafi, Eli (Omid) David, Nathan S. Netanyahu. 1-8 [doi]
• Bidirectional Associative Memory for Multimodal Fusion : a Depression Evaluation Case StudyStéphane Cholet, Hélène Paugam-Moisy, Sébastien Régis. 1-6 [doi]
• Learning Image Relations with Contrast Association NetworksYao Lu, Zhirong Yang, Juho Kannala, Samuel Kaski. 1-7 [doi]
• Coral Classification Using DenseNet and Cross-modality Transfer LearningLian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel. 1-8 [doi]
• Competitive Online Generalised Linear Regression with Multidimensional OutputsRaisa Dzhamtyrova, Yuri Kalnishkan. 1-8 [doi]
• An undercomplete autoencoder to extract muscle synergies for motor intention detectionDomenico Buongiorno, Cristian Camardella, Giacomo Donato Cascarano, Luis Pelaez Murciego, Michele Barsotti, Irio De Feudis, Antonio Frisoli, Vitoantonio Bevilacqua. 1-8 [doi]
• Deep Capsule Network based Automatic Batch Code Identification Pipeline for a Real-life Industrial ApplicationChandan Kumar Singh, Vivek Kumar Gangwar, Harsh Vardhan Singh, Karan Narain, Anima Majumder, Swagat Kumar. 1-9 [doi]
• Using Winning Lottery Tickets in Transfer Learning for Convolutional Neural NetworksRyan Van Soelen, John W. Sheppard. 1-8 [doi]
• Multi-layered Spiking Neural Network with Target Timestamp Threshold Adaptation and STDPPierre Falez, Pierre Tirilly, Ioan Marius Bilasco, Philippe Devienne, Pierre Boulet. 1-8 [doi]
• SOM-based Algorithm for Multi-armed Bandit ProblemNobuhito Manome, Shuji Shinohara, Kouta Suzuki, Kosuke Tomonaga, Shunji Mitsuyoshi. 1-6 [doi]
• Dog Identification using Soft Biometrics and Neural NetworksKenneth Lai, Xinyuan Tu, Svetlana N. Yanushkevich. 1-8 [doi]
• A Deep Neural Network Model for Predicting User Behavior on FacebookHanen Ameur, Salma Jamoussi, Abdelmajid Ben Hamadou. 1-8 [doi]
• Exploration Driven by an Optimistic Bellman EquationSamuele Tosatto, Carlo D'Eramo, Joni Pajarinen, Marcello Restelli, Jan Peters 0001. 1-8 [doi]
• A Count-sketch to Reduce Memory Consumption when Training a Model with Gradient DescentWissam Siblini, Frank Meyer, Pascale Kuntz. 1-8 [doi]
• Learning Convolutional Neural Networks in presence of Concept DriftSimone Disabato, Manuel Roveri. 1-8 [doi]
• A Feature Learning Siamese Model for Intelligent Control of the Dynamic Range CompressorDi Sheng, György Fazekas. 1-8 [doi]
• Neuromemristive Multi-Layer Random Projection Network with On-Device LearningAbdullah M. Zyarah, Dhireesha Kudithipudi. 1-8 [doi]
• A New Knowledge Distillation for Incremental Object DetectionLi Chen, Chunyan Yu, Lvcai Chen. 1-7 [doi]
• The Impact of Image Resolution on Facial Expression Analysis with CNNsAsad Abbas, Stephan K. Chalup. 1-8 [doi]
• ConvTimeNet: A Pre-trained Deep Convolutional Neural Network for Time Series ClassificationKathan Kashiparekh, Jyoti Narwariya, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff. 1-8 [doi]
• Nested Hardware Architecture for Self-Organizing MapHiroomi Hikawa. 1-7 [doi]
• ECG Segmentation by Neural Networks: Errors and CorrectionIana Sereda, Sergey Alekseev, Aleksandra Koneva, Roman Kataev, Grigory Osipov. 1-7 [doi]
• K-Random Forests: a K-means style algorithm for Random Forest clusteringManuele Bicego. 1-8 [doi]
• Convolutional LSTM Network with Hierarchical Attention for Relation Classification in Clinical TextsLi Tang, Fei Teng 0001, Zheng Ma, Lufei Huang, Ming Xiao, Xuan Li. 1-8 [doi]
• Multi-Hierarchy Attribute Relationship Mining Based Outlier Detection for Categorical DataXiaoyu Hu, Yijie Wang, Li Cheng. 1-8 [doi]
• Adversarial Action Data Augmentation for Similar Gesture Action RecognitionDi Wu, Junjun Chen, Nabin Sharma, Shirui Pan, Guodong Long, Michael Blumenstein. 1-8 [doi]
• Study of Short-Term Personalized Glucose Predictive Models on Type-1 Diabetic ChildrenMaxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi. 1-8 [doi]
• Neural Network Based Inverse System Identification from Small Data SetsChathura Wanigasekara, Akshya Swain, Sing Kiong Nguang, B. Gangadhara Prusty. 1-6 [doi]
• FigureNet : A Deep Learning model for Question-Answering on Scientific PlotsRevanth Reddy, Rahul Ramesh, Ameet Deshpande, Mitesh M. Khapra. 1-8 [doi]
• Exploiting Action-Value Uncertainty to Drive Exploration in Reinforcement LearningCarlo D'Eramo, Andrea Cini, Marcello Restelli. 1-8 [doi]
• Online Estimation of Multiple Dynamic Graphs in Pattern SequencesJimmy Gaudreault, Arunabh Saxena, Hideaki Shimazaki. 1-8 [doi]
• Design Space Evaluation of a Memristor Crossbar Based Multilayer Perceptron for Image ProcessingChris Yakopcic, B. Rasitha Fernando, Tarek M. Taha. 1-8 [doi]
• A Hybrid Character Representation for Chinese Event DetectionXiangyu Xi, Tong Zhang, Wei Ye, Jinglei Zhang, Rui Xie, Shikun Zhang. 1-8 [doi]
• A Performance Evaluation of Convolutional Neural Networks for Face Anti SpoofingChaitanya Nagpal, Shiv Ram Dubey. 1-8 [doi]
• Unsupervised Domain Adaptation using Graph Transduction GamesSebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo. 1-8 [doi]
• Using Deep Learning for Mobile Marketing User Conversion PredictionLuís Miguel Matos, Paulo Cortez 0001, Rui Mendes 0001, Antoine Moreau. 1-8 [doi]
• Automatic Source Code Summarization with Extended Tree-LSTMYusuke Shido, Yasuaki Kobayashi, Akihiro Yamamoto, Atsushi Miyamoto, Tadayuki Matsumura. 1-8 [doi]
• Micro-states based dynamic brain connectivity in understanding the commonality and differences in gender-specific emotion processingRakib Al-Fahad, Mohammed Yeasin. 1-8 [doi]
• An MCTS-based Adversarial Training Method for Image RecognitionYi-Ling Liu, Alessio Lomuscio. 1-8 [doi]
• A Multi-Application, Scalable and Adaptable Hardware SOM ArchitectureMehdi Abadi, Slavisa Jovanovic, Khaled Ben Khalifa, Serge Weber, Mohamed Hédi Bedoui. 1-8 [doi]
• Knowledge Adaptive Neural Network for Natural Language InferenceQi Zhang, Yan Yang 0008, Chengcai Chen, Liang He 0001, Zhou Yu. 1-8 [doi]
• Gated Sequential Recommendation with Dynamic Memory NetworkYunxiao Li, Jiaxing Song, Xiao Li, Weidong Liu 0001. 1-8 [doi]
• Graph Convolutional Networks with Structural Attention Model for Aspect Based Sentiment AnalysisJunjie Chen, Hongxu Hou, Yatu Ji, Jing Gao. 1-7 [doi]
• SFSegNet: Parse Freehand Sketches using Deep Fully Convolutional NetworksJunkun Jiang, Ruomei Wang, Shujin Lin, Fei Wang. 1-8 [doi]
• Using a Recurrent Kernel Learning Machine for Small-Sample Image ClassificationMihael Cudic, José C. Príncipe. 1-6 [doi]
• Dense-CAM: Visualize the Gender of Brains with MRI ImagesKai Gao, Hui Shen, Yadong Liu, Ling-Li Zeng, Dewen Hu. 1-7 [doi]
• Multiple-Instance Learning through Optimum-Path ForestLuis Claudio Sugi Afonso, Danilo Colombo, Clayton R. Pereira, Kelton A. P. Costa, João P. Papa. 1-7 [doi]
• On evaluating the online local pool generation method for imbalance learningMariana A. Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin. 1-8 [doi]
• Fusion of Multiple Representations Extracted from a Single Sensor's Data for Activity Recognition Using CNNsFarzan Majeed Noori, Enrique Garcia-Ceja, Md. Zia Uddin, Michael Riegler, Jim Tørresen. 1-6 [doi]
• A new Spectral-Spatial Pseudo-3D Dense Network for Hyperspectral Image ClassificationAilin Li, Zhaowei Shang. 1-7 [doi]
• Dual-stream Self-Attentive Random Forest for False Information DetectionManqing Dong, Lina Yao, Xianzhi Wang 0001, Boualem Benatallah, Xiang Zhang, Quan Z. Sheng. 1-8 [doi]
• LMLSTM: Extract Event-Oriented Keyphrase From News StreamLin Zhao, Longtao Huang, Liangjun Zang, Jizhong Han, Songlin Hu. 1-7 [doi]
• Dynamic Network Embedding by Semantic EvolutionYujing Zhou, Weile Liu, Yang Pei, Lei Wang, Daren Zha, Tianshu Fu. 1-8 [doi]
• Pinning Control for Synchronization of Drive-Response Memristive Neural Networks with Nonidentical ParametersYueheng Li, Biao Luo, Derong Liu, Zhe Dong, Zhanyu Yang. 1-8 [doi]
• Feature selection based on feature curve of subclass problemLei Liu, Bing Zhang, Shidong Wang, Shuangjie Li, Kaixiang Zhang, Shuqin Wang. 1-8 [doi]
• Multi-Source Transfer Learning for Non-Stationary EnvironmentsHonghui Du, Leandro L. Minku, Huiyu Zhou. 1-8 [doi]
• Underwater Fish Detection with Weak Multi-Domain SupervisionDmitry A. Konovalov, Alzayat Saleh, Michael Bradley, Mangalam Sankupellay, Simone Marini, Marcus Sheaves. 1-8 [doi]
• Estimating Betti Numbers Using Deep LearningRahul Paul, Stephan K. Chalup. 1-7 [doi]
• A GAN Model With Self-attention Mechanism To Generate Multi-instruments Symbolic MusicFaqian Guan, Chunyan Yu, Suqiong Yang. 1-6 [doi]
• Abstractive Summarization with Keyword and Generated Word AttentionQianlong Wang, Jiangtao Ren. 1-8 [doi]
• Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit ThresholdingUtku Ozbulak, Arnout Van Messem, Wesley De Neve. 1-8 [doi]
• Stochastic Variational Inference for Bayesian Sparse Gaussian Process RegressionHaibin Yu, Trong Nghia Hoang, Bryan Kian Hsiang Low, Patrick Jaillet. 1-8 [doi]
• Attention-Driven Driving Maneuver Detection SystemXishuai Peng, Ava Zhao, Song Wang, Yi Lu Murphey, Yuanxiang Li. 1-8 [doi]
• Multi-perspective Feature Generation Based on Attention MechanismLongxuan Ma, Lei Zhang. 1-8 [doi]
• Closed-loop Central Pattern Generator Control of Human Gaits in OpenSim SimulatorAndrii Shachykov, Oleksandr Shuliak, Patrick Hénaff. 1-8 [doi]
• Selective Hypothesis Transfer for Lifelong LearningDiana Benavides Prado, Yun Sing Koh, Patricia Riddle. 1-10 [doi]
• Network Search for Binary NetworksJiajun Du, Yu Qin, Hongtao Lu. 1-8 [doi]
• Local Critic Training of Deep Neural NetworksHojung Lee, Jong-Seok Lee. 1-8 [doi]
• Automatic Configuration of Deep Neural Networks with Parallel Efficient Global OptimizationBas van Stein, Hao Wang 0025, Thomas Bäck. 1-7 [doi]
• Unbounded Recurrent Fuzzy Min-Max Neural Network for Pattern ClassificationJaishri M. Waghmare, Uday V. Kulkarni. 1-8 [doi]
• *Jialu Xu, Feiyue Ye, Hang Yu, Bo Wang. 1-8 [doi]
• Improving Noise Tolerance of Mixed-Signal Neural NetworksMichael Klachko, Mohammad Reza Mahmoodi, Dmitri B. Strukov. 1-8 [doi]
• Deep Domain Adaptation for Vulnerable Code Function IdentificationVan Nguyen, Trung Le, Tue Le, Khanh Nguyen, Olivier DeVel, Paul Montague, Lizhen Qu, Dinh Q. Phung. 1-8 [doi]
• Physical Activity Recognition Using Multi-Sensor Fusion and Extreme Learning MachinesHonggang Wang, Weizhong Yan, Shaopeng Liu. 1-7 [doi]
• A Crowdsourcing Based Human-in-the-Loop Framework for Denoising UUs in Relation Extraction TasksMengting Li, Jian Jin, Wen Wu, Yan Yang, Liang He, Jing Yang. 1-8 [doi]
• How to produce complementary explanations using an Ensemble ModelWilson Silva, Kelwin Fernandes, Jaime S. Cardoso. 1-8 [doi]
• Automatic detection of the support points in relational clusteringParisa Rastin, Younès Bennani, Rosanna Verde. 1-8 [doi]
• On the Performance of Differential Evolution for Hyperparameter TuningMischa Schmidt, Shahd Safarani, Julia Gastinger, Tobias Jacobs, Sebastien Nicolas, Anett Schülke. 1-8 [doi]
• RSLIME: An Efficient Feature Importance Analysis Approach for Industrial Recommendation SystemsFan Zhu, Min Jiang, Yiming Qiu, Chenglong Sun, Min Wang. 1-6 [doi]
• Self-Attention based Network For Medical Query ExpansionSu Chen, Qinmin Vivian Hu, Yang Song, Yun He, Huaying Wu, Liang He 0001. 1-9 [doi]
• A comparison of machine learning algorithms as surrogate model for net present value prediction from wells arrangement dataJoão Roberto Bertini Junior, Mei Abe Funcia, Antonio Alberto S. Santos, Denis J. Schiozer. 1-8 [doi]
• Dynamic Fusion of Convolutional Features based on Spatial and Temporal Attention for Visual TrackingDongcheng Zhao, Yi Zeng 0001. 1-8 [doi]
• A Novel Group-Aware Pruning Method for Few-shot LearningYin-Dong Zheng, Yun-Tao Ma, Ruo-Ze Liu, Tong Lu. 1-7 [doi]
• Simple 1-D Convolutional Networks for Resting-State fMRI Based Classification in AutismAhmed El Gazzar, Leonardo Cerliani, Guido van Wingen, Rajat Mani Thomas. 1-6 [doi]
• Curious Meta-Controller: Adaptive Alternation between Model-Based and Model-Free Control in Deep Reinforcement LearningMuhammad Burhan Hafez, Cornelius Weber, Matthias Kerzel, Stefan Wermter. 1-8 [doi]
• Nonlinear Transformation for Multiple Auxiliary Information in Music RecommendationJunwei Zhang, Min Gao 0001, Junliang Yu, Xinyi Wang, Yuqi Song, Qingyu Xiong. 1-8 [doi]
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• Response Characterization for Auditing Cell Dynamics in Long Short-term Memory NetworksRamin M. Hasani, Alexander Amini, Mathias Lechner, Felix Naser, Radu Grosu, Daniela Rus. 1-8 [doi]
• Multi-Satellite Resource Scheduling Based on Deep Neural NetworkHuan Meng, Changde Li, Weizhi Lu, Yuhan Dong, Zhipeng Zhao, Bin Wu. 1-7 [doi]
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• DAGCN: Dual Attention Graph Convolutional NetworksFengwen Chen, Shirui Pan, Jing Jiang, Huan Huo, Guodong Long. 1-8 [doi]
• Multi-turn Intent Determination for Goal-oriented Dialogue systemsWaheed Ahmed Abro, Guilin Qi, Huan Gao, Muhammad Asif Khan, Zafar Ali. 1-8 [doi]
• A Low-Memory Learning Formulation for a Kernel-and-Range NetworkHuiping Zhuang, Zhiping Lin, Kar-Ann Toh. 1-6 [doi]
• Learning Minority Class prior to Minority OversamplingPayel Sadhukhan. 1-8 [doi]
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• RIT2FIS: A Recurrent Interval Type 2 Fuzzy Inference System and its Rule Base EstimationSubhrajit Samanta, Andre Hartanto, Mahardhika Pratama, Suresh Sundaram, Narasimalu Srikanth. 1-8 [doi]
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• Siamese Deep Dictionary LearningVanika Singhal, Angshul Majumdar, Mayank Vatsa, Richa Singh 0001. 1-6 [doi]
• Informative Instance Detection for Active Learning on Imbalanced DataJian Xu, Xinyue Wang, Zixin Cai, Liu Yang, Liping Jing. 1-7 [doi]
• Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality DataZeyuan Wang, Josiah Poon, Shiding Sun, Simon Poon. 1-8 [doi]
• Adversarial Attacks on Deep Neural Networks for Time Series ClassificationHassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller. 1-8 [doi]
• Do Fractional Norms and Quasinorms Help to Overcome the Curse of Dimensionality?Evgeny M. Mirkes, Jeza Allohibi, Alexander N. Gorban. 1-8 [doi]
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• ShuffleNASNets: Efficient CNN models through modified Efficient Neural Architecture SearchKevin Alexander Laube, Andreas Zell. 1-6 [doi]
• Fusion Strategies for Learning User Embeddings with Neural NetworksPhilipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel 0001. 1-8 [doi]
• Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained PlatformsTaesik Na, Minah Lee, Burhan Ahmad Mudassar, Priyabrata Saha, Jong Hwan Ko, Saibal Mukhopadhyay. 1-7 [doi]
• Model-Free Temporal Difference Learning for Non-Zero-Sum GamesLiming Wang, Yongliang Yang, Dawei Ding, Yixin Yin, Zhishan Guo, Donald C. Wunsch. 1-6 [doi]
• A Kernel Discriminant Information Approach to Non-linear Feature SelectionZejiang Hou, S. Y. Kung. 1-10 [doi]
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• Video Super Resolution with Estimation of Motion Information by Using Higher Resolution Images Obtained by Single Image Super ResolutionJonathan Mojoo, Motaz Sabri, Takio Kurita. 1-8 [doi]
• Prostate Segmentation using 2D Bridged U-netWanli Chen, Yue Zhang, Junjun He, Yu Qiao, Yifan Chen, Hongjian Shi, Ed X. Wu, Xiaoying Tang. 1-7 [doi]
• Tensor Ring Restricted Boltzmann MachinesMaolin Wang, Chenbin Zhang, Yu Pan, Jing Xu, Zenglin Xu. 1-8 [doi]
• NeuralAS: Deep Word-Based Spoofed URLs Detection Against Strong Similar SamplesJing Ya, Tingwen Liu, Panpan Zhang, Jinqiao Shi, Li Guo, Zhaojun Gu. 1-7 [doi]
• Stochastic Resonance Enables BPP/log* Complexity and Universal Approximation in Analog Recurrent Neural NetworksEmmett Redd, Arthur Steven Younger, Tayo Obafemi-Ajayi. 1-8 [doi]
• COMC: A Framework for Online Cross-domain Multistream ClassificationHemeng Tao, Zhuoyi Wang, Yifan Li, Mahmoud Zamani, Latifur Khan. 1-8 [doi]
• Smooth Deep Network EmbeddingMengyu Zheng, Chuan Zhou, Jia Wu 0001, Li Guo. 1-8 [doi]
• Generative Adversarial Network for Radar Signal SynthesisThomas Truong, Svetlana N. Yanushkevich. 1-7 [doi]
• Model Based on Deep Feature Extraction for Diagnosis of Alzheimer's DiseaseIago R. R. Silva, Gabriela S. L. Silva, Rodrigo G. de Souza, Wellington P. dos Santos, Roberta A. de A. Fagundes. 1-7 [doi]
• Graph Neural Solver for Power SystemsBalthazar Donon, Benjamin Donnot, Isabelle Guyon, Antoine Marot. 1-8 [doi]
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• Mixed Variational InferenceNikolaos Gianniotis. 1-8 [doi]
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• Dimension Estimation and Topological Manifold LearningHajime Tasaki, Reiner Lenz, Jinhui Chao. 1-7 [doi]
• Emotion helps Sentiment: A Multi-task Model for Sentiment and Emotion AnalysisAbhishek Kumar, Asif Ekbal, Daisuke Kawahara, Sadao Kurohashi. 1-8 [doi]
• Question Answering with Hierarchical Attention NetworksTayfun Alpay, Stefan Heinrich, Michael Nelskamp, Stefan Wermter. 1-8 [doi]
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• Ensemble Application of Transfer Learning and Sample Weighting for Stock Market PredictionSimone Merello, Andrea Picasso Ratto, Luca Oneto, Erik Cambria. 1-8 [doi]
• Transfer Entropy Based Connectivity Estimation of Spontaneously Firing Hippocampal Cultures on Multi Electrode ArraysNikesh Lama, Alan Hargreaves, Bob Stevens, T. Martin McGinnity. 1-8 [doi]
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• Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired DataÁlvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega. 1-8 [doi]
• Agile Domain AdaptationJingjing Li, Mengmeng Jing, Yue Xie, Ke Lu, Zi Huang. 1-8 [doi]
• ECG-based Heartbeat Classification in Neuromorphic HardwareFederico Corradi, Sandeep Pande, Jan Stuijt, Ning Qiao, Siebren Schaafsma, Giacomo Indiveri, Francky Catthoor. 1-8 [doi]
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• Deep Q-Learning for Illumination and Rotation Invariant Face DetectionAriel Ruiz-Garcia, Vasile Palade, Ibrahim Almakky, Mark Elshaw. 1-8 [doi]
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• Training a V1 Like Layer Using Gabor Filters in Convolutional Neural NetworksJun Bai, Yi Zeng 0001, Yuxuan Zhao, Feifei Zhao. 1-8 [doi]
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• Language Modeling through Long-Term Memory NetworkAnupiya Nugaliyadde, Ferdous Sohel, Kok Wai Wong, Hong Xie 0003. 1-6 [doi]
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• Sequencing the musical sections with deep learningXuange Cui, Mingxue Liao, Pin Lv, Changwen Zheng. 1-7 [doi]
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• Distributed and Randomized Tensor Train Decomposition for Feature ExtractionKrzysztof Fonal, Rafal Zdunek. 1-8 [doi]
• Skip The Question You Don't Know: An Embedding Space ApproachKaiYuan Chen, Jinghao Zhao. 1-7 [doi]
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• A Hierarchical Convolutional Neural Network for Malware ClassificationDaniel Gibert, Carles Mateu, Jordi Planes. 1-8 [doi]
• FERNN: A Fast and Evolving Recurrent Neural Network Model for Streaming Data ClassificationMonidipa Das, Mahardhika Pratama, Andri Ashfahani, Subhrajit Samanta. 1-8 [doi]
• Collaborative Multi-key Learning with an Anonymization Dataset for a Recommender SystemLinh Nguyen, Tsukasa Ishigaki. 1-9 [doi]
• Reference-oriented Loss for Person Re-identificationMingyang Yu, Zhigang Chang, Qin Zhou, Shibao Zheng, Tai-Pang Wu. 1-8 [doi]
• DICENet: Fine-Grained Recognition via Dilated Iterative Contextual EncodingAbhishek Pal, Gautham Krishnan, Manav Rajiv Moorthy, Narasimha Yadav, Adithya R. Ganesh, T. Sree Sharmila. 1-8 [doi]
• SkiDNet: Skip Image Denoising Network for X-RaysSandipan Dutta, Shaurya Chaturvedi, Swaraj Kumar, M. P. S. Bhatia. 1-8 [doi]
• A Semi-supervised Classification Using Gated Linear ModelYanni Ren, Weite Li, Jinglu Hu. 1-7 [doi]
• Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural NetworksSai Prasanna Teja Reddy, Surya Teja Karri, Shiv Ram Dubey, Snehasis Mukherjee. 1-8 [doi]
• Multi-Class Classification in Parkinson's Disease by Leveraging Internal Topological Structure of the Data and of the Label SpaceAlex Frid, Larry M. Manevitz, Ohad Mosafi. 1-9 [doi]
• A Novel LSTM Approach for Asynchronous Multivariate Time Series PredictionKing Ma, Henry Leung. 1-7 [doi]
• Competitive Feature Extraction for Activity Recognition based on Wavelet Transforms and Adaptive PoolingMubarak G. Abdu-Aguye, Walid Gomaa. 1-8 [doi]
• Bio-Inspired Foveated Technique for Augmented-Range Vehicle Detection Using Deep Neural NetworksPedro Azevedo, Sabrina S. Panceri, Ranik Guidolini, Vinicius B. Cardoso, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza. 1-8 [doi]
• A Discretization-based Ensemble Learning Method for Classification in High-Speed Data StreamsJoão Roberto Bertini Junior. 1-8 [doi]
• Learning a Domain-Invariant Embedding for Unsupervised Person Re-identificationNan Pu, Theodoros Georgiou, Erwin M. Bakker, Michael S. Lew. 1-8 [doi]
• TA-BLSTM: Tag Attention-based Bidirectional Long Short-Term Memory for Service Recommendation in Mashup CreationMin Shi, Yufei Tang, Jianxun Liu. 1-8 [doi]
• Fine-grained Adversarial Image Inpainting with Super ResolutionYang Li, Bitao Jiang, Yao Lu, Li Shen. 1-8 [doi]
• Improving Universal Language Model Fine-Tuning using Attention MechanismFlávio Arthur O. Santos, Karina L. Ponce-Guevara, David Macêdo, Cleber Zanchettin. 1-7 [doi]
• A Modular Approach to Construction of Spiking Neural NetworksKyungHee Lee, Hongchi Shi. 1-8 [doi]
• Exploring Transferability in Deep Neural Networks with Functional Data Analysis and Spatial StatisticsRichard McAllister, John Sheppard. 1-10 [doi]
• Emergent Multilingual Language Acquisition Using Developmental NetworksJuan L. Castro-Garcia, Juyang Weng. 1-8 [doi]
• OCSVM-based Evaluation Method for Generative Neural NetworksArtúr István Károly, Márta Takács, Péter Galambos. 1-6 [doi]
• Deep Generative State-Space Modeling of FMRI Images for Psychiatric Disorder DiagnosisKoki Kusano, Tetsuo Tashiro, Takashi Matsubara, Kuniaki Uehara. 1-7 [doi]
• Deep unsupervised state representation learning with robotic priors: a robustness analysisTimothée Lesort, Mathieu Seurin, Xinrui Li, Natalia Díaz Rodríguez, David Filliat. 1-8 [doi]
• Pose estimator and tracker using temporal flow maps for limbsJihye Hwang, Jieun Lee, Sungheon Park, Nojun Kwak. 1-8 [doi]
• Visualizing Time Series Data with Temporal Matching Based t-SNEKwan Yeung Wong, Fu-Lai Chung. 1-8 [doi]
• NAO Index Prediction using LSTM and ConvLSTM Networks Coupled with Discrete Wavelet TransformBin Mu, Jing Li, Shijin Yuan, Xiaodan Luo, Guokun Dai. 1-8 [doi]
• Event-Triggered Adaptive Control for Discrete-Time Zero-Sum GamesZiyang Wang, Qinglai Wei, Derong Liu 0001, Yanhong Luo. 1-7 [doi]
• Deep Feature Analysis in a Transfer Learning-based Approach for the Automatic Identification of Diabetic Macular EdemaJoaquim de Moura, Jorge Novo, Marcos Ortega. 1-8 [doi]
• Fast segmentation for large and sparsely labeled coral imagesXi Yu, Ying Ma, Stephanie Farrington, John Reed, Bing Ouyang, José C. Príncipe. 1-6 [doi]
• Improving Visual Road Condition Assessment by Extensive Experiments on the Extended GAPs DatasetRonny Stricker, Markus Eisenbach, Maximilian Sesselmann, Klaus Debes, Horst-Michael Gross. 1-8 [doi]
• Machine Learning Approaches for Predicting the 10.7 cm Radio Flux from Solar Magnetogram DataJulio J. Valdés, Ljubomir Nikolic, Kenneth Tapping. 1-8 [doi]
• Learning Semantic Coherence for Machine Generated Spam Text DetectionMengjiao Bao, Jianxin Li, Jian Zhang, Hao Peng, Xudong Liu. 1-8 [doi]
• Biploar Fuzzy Rough Cognitive NetworkHua Zheng. 1-7 [doi]
• DyReg-FResNet: Unsupervised Feature Space Amplified Dynamic Regularized Residual Network for Time Series ClassificationArijit Ukil, Soma Bandyopadhyay, Arpan Pal. 1-8 [doi]
• Competitive STDP-based Feature Representation Learning for Sound Event ClassificationJibin Wu, Malu Zhang, Haizhou Li 0001, Yansong Chua. 1-8 [doi]
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• Exploring Writing Pattern with Pop Culture Ingredients for Social User ModelingChiyu Cai, Linjing Li, Daniel Zeng, Hongyuan Ma. 1-8 [doi]
• Improving Route Choice Models by Incorporating Contextual Factors via Knowledge DistillationQun Liu, Supratik Mukhopadhyay, Yimin Zhu, Ravindra Gudishala, Sanaz Saeidi, Alimire Nabijiang. 1-8 [doi]
• A Preprocessing Layer in Spiking Neural Networks - Structure, Parameters, Performance CriteriaMikhail Kiselev, Andrey Lavrentyev. 1-9 [doi]
• A Comprehensive Analysis on Adversarial Robustness of Spiking Neural NetworksSaima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy 0001. 1-8 [doi]
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• Action Acquisition Method for Constructing Cognitive Development System Through Instructed LearningRyosuke Tanaka, Jinseok Woo, Naoyuki Kubota. 1-6 [doi]
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• PROMISE: A Taxi Recommender System Based on Inter-regional Passenger MobilityXiaojun Li, Yu-e Sun, Qian Liu, Zhiwei Shen, Benjian Song, Yang Du, He Huang 0001. 1-8 [doi]
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• Convolutional Neural Network Architecture Design by the Tree Growth Algorithm FrameworkIvana Strumberger, Eva Tuba, Nebojsa Bacanin, Raka Jovanovic, Milan Tuba. 1-8 [doi]
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• Multilayer Perceptron for Sparse Functional DataQiyao Wang, Shuai Zheng, Ahmed K. Farahat, Susumu Serita, Takashi Saeki, Chetan Gupta 0001. 1-10 [doi]
• Using Local Convolutional Units to Defend Against Adversarial ExamplesMatej Kocián, Martin Pilát. 1-8 [doi]
• An Attention-based Hybrid LSTM-CNN Model for Arrhythmias ClassificationFan Liu 0007, Xingshe Zhou, Tianben Wang, Jinli Cao, Zhu Wang, Hua Wang 0002, Yanchun Zhang. 1-8 [doi]
• Stochastic Imputation and Uncertainty-Aware Attention to EHR for Mortality PredictionEunji Jun, Ahmad Wisnu Mulyadi, Heung-Il Suk. 1-7 [doi]
• Face Attribute Prediction in Live Video using Fusion of Features and Deep Neural NetworksSudarsini Tekkam Gnanasekar, Svetlana N. Yanushkevich. 1-8 [doi]
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• Strong-Background Restrained Cross Entropy Loss for Scene Text DetectionRandong Huang, Bo Xu 0011. 1-7 [doi]
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• Data complexity measures in feature selectionLucas Chesini Okimoto, Ana Carolina Lorena. 1-8 [doi]
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