Table of Contents

• Video Description Using Bidirectional Recurrent Neural NetworksÁlvaro Peris, Marc Bolaños, Petia Radeva, Francisco Casacuberta. 3-11 [doi]
• Tactile Convolutional Networks for Online Slip and Rotation DetectionMartin Meier, Florian Patzelt, Robert Haschke, Helge J. Ritter. 12-19 [doi]
• DeepPainter: Painter Classification Using Deep Convolutional AutoencodersOmid E. David, Nathan S. Netanyahu. 20-28 [doi]
• Revisiting Deep Convolutional Neural Networks for RGB-D Based Object RecognitionLorand Madai-Tahy, Sebastian Otte, Richard Hanten, Andreas Zell. 29-37 [doi]
• Deep Learning for Emotion Recognition in FacesAriel Ruiz-Garcia, Mark Elshaw, Abdulrahman Altahhan, Vasile Palade. 38-46 [doi]
• Extracting Muscle Synergy Patterns from EMG Data Using AutoencodersMartin Spüler, Nerea Irastorza-Landa, Andrea Sarasola-Sanz, Ander Ramos-Murguialday. 47-54 [doi]
• Integration of Unsupervised and Supervised Criteria for Deep Neural Networks TrainingFrancisco Zamora-Martínez, Javier Muñoz-Almaraz, Juan Pardo. 55-62 [doi]
• Layer-Wise Relevance Propagation for Neural Networks with Local Renormalization LayersAlexander Binder, Grégoire Montavon, Sebastian Lapuschkin, Klaus-Robert Müller, Wojciech Samek. 63-71 [doi]
• Analysis of Dropout Learning Regarded as Ensemble LearningKazuyuki Hara, Daisuke Saitoh, Hayaru Shouno. 72-79 [doi]
• The Effects of Regularization on Learning Facial Expressions with Convolutional Neural NetworksTobias Hinz, Pablo Barros, Stefan Wermter. 80-87 [doi]
• DeepChess: End-to-End Deep Neural Network for Automatic Learning in ChessOmid E. David, Nathan S. Netanyahu, Lior Wolf. 88-96 [doi]
• A Convolutional Network Model of the Primate Middle Temporal AreaBryan P. Tripp. 97-104 [doi]
• Pseudo Boosted Deep Belief NetworkTiehang Duan, Sargur N. Srihari. 105-112 [doi]
• Keyword Spotting with Convolutional Deep Belief Networks and Dynamic Time WarpingBaptiste Wicht, Andreas Fischer, Jean Hennebert. 113-120 [doi]
• Computational Advantages of Deep Prototype-Based LearningThomas Hecht, Alexander Gepperth. 121-127 [doi]
• Deep Convolutional Neural Networks for Classifying Body ConstitutionHaiteng Li, Bin Xu 0001, Nanyue Wang, Jia Liu. 128-135 [doi]
• Feature Extractor Based Deep Method to Enhance Online Arabic Handwritten Recognition SystemMohamed Elleuch, Ramzi Zouari, Monji Kherallah. 136-144 [doi]
• On Higher Order Computations and Synaptic Meta-Plasticity in the Human BrainStanislaw Ambroszkiewicz. 145-152 [doi]
• Compression of Deep Neural Networks on the FlyGuillaume Soulié, Vincent Gripon, Maëlys Robert. 153-160 [doi]
• Blind Super-Resolution with Deep Convolutional Neural NetworksClément Peyrard, Moez Baccouche, Christophe Garcia. 161-169 [doi]
• DNN-Buddies: A Deep Neural Network-Based Estimation Metric for the Jigsaw Puzzle ProblemDror Sholomon, Omid E. David, Nathan S. Netanyahu. 170-178 [doi]
• A Deep Learning Approach for Hand Posture Recognition from Depth DataThomas Kopinski, Fabian Sachara, Alexander Gepperth, Uwe Handmann. 179-186 [doi]
• Action Recognition in Surveillance Video Using ConvNets and Motion History ImageSheng Luo, Haojin Yang, Cheng Wang, Xiaoyin Che, Christoph Meinel. 187-195 [doi]
• Bi-Modal Deep Boltzmann Machine Based Musical Emotion ClassificationMoyuan Huang, Wenge Rong, Tom Arjannikov, Nan Jiang, Zhang Xiong. 199-207 [doi]
• StreamLeader: A New Stream Clustering Algorithm not Based in Conventional ClusteringJaime Andrés-Merino, Lluís Belanche. 208-215 [doi]
• Comparison of Methods for Community Detection in NetworksHassan Mahmoud, Francesco Masulli, Stefano Rovetta, Amr Abdullatif. 216-224 [doi]
• A Robust Evolutionary Optimisation Approach for Parameterising a Neural Mass ModelElham Zareian, Jun Chen, Basabdatta Sen Bhattacharya. 225-234 [doi]
• Kernel Depth Measures for Functional Data with Application to Outlier DetectionNicolás Hernández, Alberto Muñoz. 235-242 [doi]
• Nesterov Acceleration for the SMO AlgorithmAlberto Torres-Barrán, José R. Dorronsoro. 243-250 [doi]
• Local Reject Option for Deterministic Multi-class SVMJohannes Kummert, Benjamin Paassen, Joris Jensen, Christina Göpfert, Barbara Hammer. 251-258 [doi]
• Palmprint Biometric System Modeling by DBC and DLA Methods and Classifying by KNN and SVM ClassifiersRaouia Mokni, Monji Kherallah. 259-266 [doi]
• Ensemble Models of Learning Vector Quantization Based on Bootstrap ResamplingFumiaki Saitoh. 267-274 [doi]
• Cluster Ensembles Optimization Using Coral Reefs Optimization AlgorithmHuliane M. Silva, Anne M. P. Canuto, Inácio G. Medeiros, João Carlos Xavier Jr.. 275-282 [doi]
• Classification of Photo and Sketch Images Using Convolutional Neural NetworksKazuma Sasaki, Madoka Yamakawa, Kana Sekiguchi, Tetsuya Ogata. 283-290 [doi]
• Day-ahead PV Power Forecast by Hybrid ANN Compared to the Five Parameters Model Estimated by Particle Filter AlgorithmEmanuele Ogliari, Alberto Bolzoni, Sonia Leva, Marco Mussetta. 291-298 [doi]
• Extended Weighted Nearest Neighbor for Electricity Load ForecastingMashud Rana, Irena Koprinska, Alicia Troncoso, Vassilios G. Agelidis. 299-307 [doi]
• Using Reservoir Computing and Trend Information for Short-Term Streamflow ForecastingSabrina G. T. A. Bezerra, Camila B. de Andrade, Mêuser J. S. Valença. 308-316 [doi]
• Effect of Simultaneous Time Series Prediction with Various Horizons on Prediction Quality at the Example of Electron Flux in the Outer Radiation Belt of the EarthIrina Myagkova, Vladimir Shiroky, Sergey Dolenko. 317-325 [doi]
• A Time Series Forecasting Model Based on Deep Learning Integrated Algorithm with Stacked Autoencoders and SVR for FX PredictionHua Shen, Xun Liang. 326-335 [doi]
• Multivariate Dynamic Kernels for Financial Time Series ForecastingMauricio Peña, Argimiro Arratia, Lluís Belanche. 336-344 [doi]
• Symbolic Association Using Parallel Multilayer PerceptronFederico Raue, Sebastian Palacio, Thomas M. Breuel, Wonmin Byeon, Andreas Dengel, Marcus Liwicki. 347-354 [doi]
• Solution of an Inverse Problem in Raman Spectroscopy of Multi-component Solutions of Inorganic Salts by Artificial Neural NetworksAlexander Efitorov, Tatiana A. Dolenko, Sergey Burikov, Kirill Laptinskiy, Sergey Dolenko. 355-362 [doi]
• Sound Recognition System Using Spiking and MLP Neural NetworksElena Cerezuela-Escudero, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Juan P. Dominguez-Morales, Manuel Jesus Domínguez-Morales, Alejandro Linares-Barranco. 363-371 [doi]
• Using Machine Learning Techniques to Recover Prismatic Cirrus Ice Crystal Size from 2-Dimensional Light Scattering PatternsDaniel Priori, Giseli de Sousa, Mauro Roisenberg, Christopher Stopford, Evelyn Hesse, Emmanuel Salawu, Neil Davey, Yi Sun. 372-379 [doi]
• 25 Years of CNNs: Can We Compare to Human Abstraction Capabilities?Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez, Justus H. Piater. 380-387 [doi]
• A Combination Method for Reducing Dimensionality in Large DatasetsDaniel Araújo, Jhoseph Jesus, Adrião Dória Neto, Allan Martins. 388-397 [doi]
• Two-Class with Oversampling Versus One-Class Classification for Microarray DatasetsBeatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño. 398-405 [doi]
• Polar Sine Based Siamese Neural Network for Gesture RecognitionSamuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia. 406-414 [doi]
• Day Types Identification of Algerian Electricity Load Using an Image Based Two-Stage ApproachKheir Eddine Farfar, Mohamed Tarek Khadir. 415-422 [doi]
• SMS Spam Filtering Using Probabilistic Topic Modelling and Stacked Denoising AutoencoderNoura Al Moubayed, Toby P. Breckon, Peter Matthews, A. Stephen McGough. 423-430 [doi]
• Improving MDLSTM for Offline Arabic Handwriting Recognition Using Dropout at Different PositionsRania Maalej, Monji Kherallah. 431-438 [doi]
• A Neural Network Model for Solving the Feature Correspondence ProblemAla Aboudib, Vincent Gripon, Gilles Coppin. 439-446 [doi]
• The Performance of a Biologically Plausible Model of Visual Attention to Localize Objects in a Virtual RealityAmirhossein Jamalian, Frederik Beuth, Fred H. Hamker. 447-454 [doi]
• Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELMRohan Ghosh, Tang Siyi, Mahdi Rasouli, Nitish V. Thakor, Sunil L. Kukreja. 455-462 [doi]
• Learning V4 Curvature Cell Populations from Sparse Endstopped CellsAntonio Jose Rodríguez-Sánchez, Sabine Oberleiter, Hanchen Xiong, Justus H. Piater. 463-471 [doi]
• Recognition of Transitive Actions with Hierarchical Neural Network LearningLuiza Mici, German Ignacio Parisi, Stefan Wermter. 472-479 [doi]
• Rotation-Invariant Restricted Boltzmann Machine Using Shared Gradient FiltersMario Valerio Giuffrida, Sotirios A. Tsaftaris. 480-488 [doi]
• Improving Robustness of Slow Feature Analysis Based Localization Using Loop Closure EventsBenjamin Metka, Mathias Franzius, Ute Bauer-Wersing. 489-496 [doi]
• Self-Organizing Map for the Curvature-Constrained Traveling Salesman ProblemJan Faigl, Petr Vána. 497-505 [doi]
• Non-negative Kernel Sparse Coding for the Analysis of Motion DataBabak Hosseini, Felix Hülsmann, Mario Botsch, Barbara Hammer. 506-514 [doi]
• Effect of Neural Controller on Adaptive Cruise ControlArden Kuyumcu, Neslihan Serap Sengör. 515-522 [doi]
• Intelligent Speech-Based Interactive Communication Between Mobile Cranes and Their Human OperatorsMaciej Majewski, Wojciech Kacalak. 523-530 [doi]