Table of Contents

• Fast CNN Pruning via Redundancy-Aware TrainingXiao Dong, Lei Liu, Guangli Li, Peng Zhao, Xiaobing Feng 0002. 3-13 [doi]
• Two-Stream Convolutional Neural Network for Multimodal MatchingYoucai Zhang, Yiwei Gu, Xiaodong Gu. 14-21 [doi]
• Kernel Graph Convolutional Neural NetworksGiannis Nikolentzos, Polykarpos Meladianos, Antoine Jean-Pierre Tixier, Konstantinos Skianis, Michalis Vazirgiannis. 22-32 [doi]
• A Histogram of Oriented Gradients for Broken Bars Diagnosis in Squirrel Cage Induction MotorsLuiz Carlos da Silva, Cleber Gustavo Dias, Wonder A. L. Alves. 33-42 [doi]
• Learning Game by Profit Sharing Using Convolutional Neural NetworkNobuaki Hasuike, Yuko Osana. 43-50 [doi]
• Detection of Fingerprint Alterations Using Deep Convolutional Neural NetworksYahaya Isah Shehu, Ariel Ruiz-Garcia, Vasile Palade, Anne James. 51-60 [doi]
• A Convolutional Neural Network Approach for Modeling Semantic Trajectories and Predicting Future LocationsAntonios Karatzoglou, Nikolai Schnell, Michael Beigl. 61-72 [doi]
• Neural Networks for Multi-lingual Multi-label Document ClassificationJirí Martínek, Ladislav Lenc, Pavel Král. 73-83 [doi]
• Multi-region Ensemble Convolutional Neural Network for Facial Expression RecognitionYingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li. 84-94 [doi]
• Further Advantages of Data Augmentation on Convolutional Neural NetworksAlex Hernández-García, Peter König. 95-103 [doi]
• DTI-RCNN: New Efficient Hybrid Neural Network Model to Predict Drug-Target InteractionsXiaoping Zheng, Song He, Xinyu Song, Zhongnan Zhang, Xiaochen Bo. 104-114 [doi]
• Hierarchical Convolution Neural Network for Emotion Cause Detection on MicroblogsYing Chen, Wenjun Hou, Xiyao Cheng. 115-122 [doi]
• Direct Training of Dynamic Observation Noise with UMarineNetStefan Oehmcke, Oliver Zielinski, Oliver Kramer. 123-133 [doi]
• Convolutional Soft Decision TreesAlper Ahmetoglu, Ozan Irsoy, Ethem Alpaydin. 134-141 [doi]
• A Multi-level Attention Model for Text MatchingQiang Sun, Yue Wu. 142-153 [doi]
• Attention Enhanced Chinese Word EmbeddingsXingzhang Ren, Leilei Zhang, Wei Ye, Hang Hua, Shikun Zhang. 154-165 [doi]
• Balancing Convolutional Neural Networks Pipeline in FPGAsMark Cappello Ferreira de Sousa, Miguel Angelo de Abreu de Sousa, Emilio Del Moral Hernandez. 166-175 [doi]
• Generating Diverse and Meaningful Captions - Unsupervised Specificity Optimization for Image CaptioningAnnika Lindh, Robert J. Ross, Abhijit Mahalunkar, Giancarlo Salton, John D. Kelleher. 176-187 [doi]
• Assessing Image Analysis Filters as Augmented Input to Convolutional Neural Networks for Image ClassificationKostas Delibasis, Ilias Maglogiannis, Spiros V. Georgakopoulos, Konstantina Kottari, Vassilis P. Plagianakos. 188-196 [doi]
• Balanced Cortical Microcircuitry-Based Network for Working MemoryHui Wei, Su Zihao, Dawei Dai. 199-210 [doi]
• Learning Continuous Muscle Control for a Multi-joint Arm by Extending Proximal Policy Optimization with a Liquid State MachineJuan Camilo Vasquez Tieck, Marin Vlastelica Pogancic, Jacques Kaiser, Arne Rönnau, Marc-Oliver Gewaltig, Rüdiger Dillmann. 211-221 [doi]
• A Supervised Multi-spike Learning Algorithm for Recurrent Spiking Neural NetworksXianghong Lin, Guoyong Shi. 222-234 [doi]
• Artwork Retrieval Based on Similarity of Touch Using Convolutional Neural NetworkTakayuki Fujita, Yuko Osana. 235-243 [doi]
• Microsaccades for Neuromorphic Stereo VisionJacques Kaiser, Jakob Weinland, Philip Keller, Lea Steffen, Juan Camilo Vasquez Tieck, Daniel Reichard, Arne Rönnau, Jörg Conradt, Rüdiger Dillmann. 244-252 [doi]
• A Neural Spiking Approach Compared to Deep Feedforward Networks on Stepwise Pixel ErasementRené Larisch, Michael Teichmann, Fred H. Hamker. 253-262 [doi]
• Sparsity Enables Data and Energy Efficient Spiking Convolutional Neural NetworksVarun Bhatt, Udayan Ganguly. 263-272 [doi]
• Design of Spiking Rate Coded Logic Gates for C. elegans Inspired Contour TrackingShashwat Shukla, Sangya Dutta, Udayan Ganguly. 273-283 [doi]
• Gating Sensory Noise in a Spiking Subtractive LSTMIsabella Pozzi, Roeland Nusselder, Davide Zambrano, Sander Bohté. 284-293 [doi]
• Spiking Signals in FOC Control DriveLech M. Grzesiak, V. Meganck. 294-303 [doi]
• Spiking Neural Network Controllers Evolved for Animat Foraging Based on Temporal Pattern Recognition in the Presence of Noise on InputChama Bensmail, Volker Steuber, Neil Davey, Borys Wróbel. 304-313 [doi]
• Spiking Neural Networks Evolved to Perform Multiplicative OperationsMuhammad Aamir Khan, Volker Steuber, Neil Davey, Borys Wróbel. 314-321 [doi]
• Very Small Spiking Neural Networks Evolved for Temporal Pattern Recognition and Robust to Perturbed Neuronal ParametersMuhammad Yaqoob, Borys Wróbel. 322-331 [doi]
• Machine Learning to Predict Toxicity of CompoundsIngrid Grenet, Yonghua Yin, Jean-Paul Comet, Erol Gelenbe. 335-345 [doi]
• Energy-Based Clustering for Pruning Heterogeneous EnsemblesJavier Cela, Alberto Suárez 0001. 346-351 [doi]
• Real-Time Hand Gesture Recognition Based on Electromyographic Signals and Artificial Neural NetworksCristhian Motoche, Marco E. Benalcázar. 352-361 [doi]
• Fast Communication Structure for Asynchronous Distributed ADMM Under Unbalance Process Arrival PatternShuqing Wang, Yongmei Lei. 362-371 [doi]
• Improved Personalized Rankings Using Implicit FeedbackJosef Feigl, Martin Bogdan. 372-381 [doi]
• Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural NetworksChunjie Luo, Jianfeng Zhan, Xiaohe Xue, Lei Wang, Rui Ren, Qiang Yang 0012. 382-391 [doi]
• Discovering Thermoelectric Materials Using Machine Learning: Insights and ChallengesMandar V. Tabib, Ole Martin Løvvik, Kjetil André Johannessen, Adil Rasheed, Espen Sagvolden, Anne Marthine Rustad. 392-401 [doi]
• Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and EdgeGuangli Li, Lei Liu, Xueying Wang, Xiao Dong, Peng Zhao, Xiaobing Feng 0002. 402-411 [doi]
• GraphVAE: Towards Generation of Small Graphs Using Variational AutoencodersMartin Simonovsky, Nikos Komodakis. 412-422 [doi]
• Generation of Reference Trajectories for Safe Trajectory PlanningAmit Chaulwar, Michael Botsch, Wolfgang Utschick. 423-434 [doi]
• Joint Application of Group Determination of Parameters and of Training with Noise Addition to Improve the Resilience of the Neural Network Solution of the Inverse Problem in Spectroscopy to Noise in DataIgor Isaev, Sergey Burikov, Tatiana A. Dolenko, Kirill Laptinskiy, Alexey Vervald, Sergey Dolenko. 435-444 [doi]
• Generating Natural Answers on Knowledge Bases and Text by Sequence-to-Sequence LearningZhihao Ye, Ruichu Cai, Zhaohui Liao, Zhifeng Hao, Jinfen Li. 447-455 [doi]
• Mitigating Concept Drift via RejectionJan Philip Göpfert, Barbara Hammer, Heiko Wersing. 456-467 [doi]
• Strategies to Enhance Pattern Recognition in Neural Networks Based on the Insect Olfactory SystemJessica Lopez-Hazas, Aaron Montero, Francisco B. Rodríguez. 468-475 [doi]
• HyperNets and Their Application to Learning Spatial TransformationsAlexey Potapov, Oleg Shcherbakov, Innokentii Zhdanov, Sergey Rodionov, Nikolai Skorobogatko. 476-486 [doi]
• Catastrophic Forgetting: Still a Problem for DNNsB. Pfülb, A. Gepperth, S. Abdullah, A. Kilian. 487-497 [doi]
• Queue-Based Resampling for Online Class Imbalance LearningKleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou. 498-507 [doi]
• Learning Simplified Decision Boundaries from Trapezoidal Data StreamsEge Beyazit, Matin Hosseini, Anthony Maida, Xindong Wu. 508-517 [doi]
• Improving Active Learning by Avoiding Ambiguous SamplesChristian Limberg, Heiko Wersing, Helge J. Ritter. 518-527 [doi]
• Solar Power Forecasting Using Dynamic Meta-Learning Ensemble of Neural NetworksZheng Wang, Irena Koprinska. 528-537 [doi]
• Using Bag-of-Little Bootstraps for Efficient Ensemble LearningPablo de Viña, Gonzalo Martínez-Muñoz. 538-545 [doi]
• Learning Preferences for Large Scale Multi-label ProblemsIvano Lauriola, Mirko Polato, Alberto Lavelli, Fabio Rinaldi 0001, Fabio Aiolli. 546-555 [doi]
• Affinity Propagation Based Closed-Form Semi-supervised Metric Learning FrameworkUjjal Kr Dutta, C. Chandra Sekhar. 556-565 [doi]
• Online Approximation of Prediction Intervals Using Artificial Neural NetworksMyrianthi Hadjicharalambous, Marios M. Polycarpou, Christos G. Panayiotou. 566-576 [doi]
• Estimation of Microphysical Parameters of Atmospheric Pollution Using Machine LearningC. Llerena, D. Müller, R. Adams, Neil Davey, Y. Sun. 579-588 [doi]
• Communication Style - An Analysis from the Perspective of Automated LearningAdriana Mihaela Coroiu, Alina Delia Calin, Maria Nutu. 589-597 [doi]
• Directional Data Analysis for Shape ClassificationAdrián Muñoz, Alberto Suárez 0001. 598-607 [doi]
• Semantic Space Transformations for Cross-Lingual Document ClassificationJirí Martínek, Ladislav Lenc, Pavel Král. 608-616 [doi]
• Automatic Treatment of Bird Audios by Means of String Compression Applied to Sound Clustering in Xeno-Canto DatabaseGuillermo Sarasa, Ana Granados, Francisco B. Rodríguez. 617-625 [doi]
• FROD: Fast and Robust Distance-Based Outlier Detection with Active-Inliers-Patterns in Data StreamsZongren Li, Yijie Wang, Guohong Zhao, Li Cheng, Xingkong Ma. 626-636 [doi]
• Unified Framework for Joint Attribute Classification and Person Re-identificationChenxin Sun, Na Jiang, Lei Zhang, Yuehua Wang, Wei Wu, Zhong Zhou. 637-647 [doi]
• Associative Graph Data Structures Used for Acceleration of K Nearest Neighbor ClassifiersAdrian Horzyk, Krzysztof Goldon. 648-658 [doi]
• A Game-Theoretic Framework for Interpretable Preference and Feature LearningMirko Polato, Fabio Aiolli. 659-668 [doi]
• A Dynamic Ensemble Learning Framework for Data Stream Analysis and Real-Time Threat DetectionKonstantinos Demertzis, Lazaros S. Iliadis, Vardis-Dimitris Anezakis. 669-681 [doi]
• Gaussian Kernel-Based Fuzzy Clustering with Automatic Bandwidth ComputationFrancisco de A. T. de Carvalho, Lucas V. C. Santana, Marcelo R. P. Ferreira. 685-694 [doi]
• Fuzzy Clustering Algorithm Based on Adaptive Euclidean Distance and Entropy Regularization for Interval-Valued DataSara Inés Rizo Rodríguez, Francisco de Assis Tenório de Carvalho. 695-705 [doi]
• Input-Dependably Feature-Map PruningAtalya Waissman, Aharon Bar-Hillel. 706-713 [doi]
• Thermal Comfort Index Estimation and Parameter Selection Using Fuzzy Convolutional Neural NetworkAnirban Mitra, Arjun Sharma, Sumit Sharma 0002, Sudip Roy 0001. 714-724 [doi]
• Soft Computing Modeling of the Illegal Immigration Density in the Borders of GreeceSerafeim Koutsomplias, Lazaros S. Iliadis. 725-735 [doi]
• Fuzzy Implications Generating from Fuzzy NegationsGeorgios Souliotis, Basil Papadopoulos. 736-744 [doi]
• Improving Ensemble Learning Performance with Complementary Neural Networks for Facial Expression RecognitionXinmin Zhang, Yingdong Ma. 747-759 [doi]
• Automatic Beautification for Group-Photo Facial Expressions Using Novel Bayesian GANsJi Liu, Shuai Li 0001, Wenfeng Song, Liang Liu, Hong Qin, Aimin Hao. 760-770 [doi]
• Fast and Accurate Affect Prediction Using a Hierarchy of Random ForestsMaxime Sazadaly, Pierre Pinchon, Arthur Fagot, Lionel Prevost, Myriam Maumy-Bertrand. 771-781 [doi]
• Gender-Aware CNN-BLSTM for Speech Emotion RecognitionLinjuan Zhang, Longbiao Wang, Jianwu Dang, Lili Guo, Qiang Yu. 782-790 [doi]
• Semi-supervised Model for Emotion Recognition in SpeechIngryd Pereira, Diego-Santos, Alexandre M. A. Maciel, Pablo V. A. Barros. 791-800 [doi]
• Real-Time Embedded Intelligence System: Emotion Recognition on Raspberry Pi with Intel NCSY. Xing, P. Kirkland, Gaetano Di Caterina, John J. Soraghan, George Matich. 801-808 [doi]