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25. ICANN 2016: Barcelona, Spain
- Alessandro E. P. Villa
, Paolo Masulli
Artificial Neural Networks and Machine Learning - ICANN 2016 - 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part II. Lecture Notes in Computer Science 9887, Springer 2016, ISBN 978-3-319-44780-3
Deep Learning
- Álvaro Peris
Video Description Using Bidirectional Recurrent Neural Networks. 3-11 - Martin Meier, Florian Patzelt, Robert Haschke
Tactile Convolutional Networks for Online Slip and Rotation Detection. 12-19 - Omid E. David, Nathan S. Netanyahu:
DeepPainter: Painter Classification Using Deep Convolutional Autoencoders. 20-28 - Lorand Madai-Tahy, Sebastian Otte, Richard Hanten, Andreas Zell:
Revisiting Deep Convolutional Neural Networks for RGB-D Based Object Recognition. 29-37 - Ariel Ruiz-Garcia
Deep Learning for Emotion Recognition in Faces. 38-46 - Martin Spüler, Nerea Irastorza-Landa
Extracting Muscle Synergy Patterns from EMG Data Using Autoencoders. 47-54 - Francisco Zamora-Martínez, Javier Muñoz-Almaraz
Integration of Unsupervised and Supervised Criteria for Deep Neural Networks Training. 55-62 - Alexander Binder
Layer-Wise Relevance Propagation for Neural Networks with Local Renormalization Layers. 63-71 - Kazuyuki Hara, Daisuke Saitoh, Hayaru Shouno:
Analysis of Dropout Learning Regarded as Ensemble Learning. 72-79 - Tobias Hinz, Pablo V. A. Barros
The Effects of Regularization on Learning Facial Expressions with Convolutional Neural Networks. 80-87 - Omid E. David, Nathan S. Netanyahu, Lior Wolf:
DeepChess: End-to-End Deep Neural Network for Automatic Learning in Chess. 88-96 - Bryan P. Tripp:
A Convolutional Network Model of the Primate Middle Temporal Area. 97-104 - Tiehang Duan, Sargur N. Srihari:
Pseudo Boosted Deep Belief Network. 105-112 - Baptiste Wicht, Andreas Fischer, Jean Hennebert:
Keyword Spotting with Convolutional Deep Belief Networks and Dynamic Time Warping. 113-120 - Thomas Hecht, Alexander Gepperth:
Computational Advantages of Deep Prototype-Based Learning. 121-127 - Haiteng Li, Bin Xu, Nanyue Wang, Jia Liu:
Deep Convolutional Neural Networks for Classifying Body Constitution. 128-135 - Mohamed Elleuch
Feature Extractor Based Deep Method to Enhance Online Arabic Handwritten Recognition System. 136-144 - Stanislaw Ambroszkiewicz
On Higher Order Computations and Synaptic Meta-Plasticity in the Human Brain. 145-152 - Guillaume Soulié, Vincent Gripon, Maëlys Robert:
Compression of Deep Neural Networks on the Fly. 153-160 - Clément Peyrard, Moez Baccouche, Christophe Garcia:
Blind Super-Resolution with Deep Convolutional Neural Networks. 161-169 - Dror Sholomon, Omid E. David, Nathan S. Netanyahu:
DNN-Buddies: A Deep Neural Network-Based Estimation Metric for the Jigsaw Puzzle Problem. 170-178 - Thomas Kopinski, Fabian Sachara, Alexander Gepperth, Uwe Handmann
A Deep Learning Approach for Hand Posture Recognition from Depth Data. 179-186 - Sheng Luo, Haojin Yang, Cheng Wang, Xiaoyin Che, Christoph Meinel:
Action Recognition in Surveillance Video Using ConvNets and Motion History Image. 187-195
Classification and Forecasting
- Moyuan Huang, Wenge Rong, Tom Arjannikov, Nan Jiang, Zhang Xiong:
Bi-Modal Deep Boltzmann Machine Based Musical Emotion Classification. 199-207 - Jaime Andrés-Merino, Lluís Belanche:
StreamLeader: A New Stream Clustering Algorithm not Based in Conventional Clustering. 208-215 - Hassan Mahmoud
Comparison of Methods for Community Detection in Networks. 216-224 - Elham Zareian, Jun Chen, Basabdatta Sen Bhattacharya
A Robust Evolutionary Optimisation Approach for Parameterising a Neural Mass Model. 225-234 - Nicolás Hernández, Alberto Muñoz
Kernel Depth Measures for Functional Data with Application to Outlier Detection. 235-242 - Alberto Torres-Barrán
Nesterov Acceleration for the SMO Algorithm. 243-250 - Johannes Kummert, Benjamin Paassen
Local Reject Option for Deterministic Multi-class SVM. 251-258 - Raouia Mokni
Palmprint Biometric System Modeling by DBC and DLA Methods and Classifying by KNN and SVM Classifiers. 259-266 - Fumiaki Saitoh:
Ensemble Models of Learning Vector Quantization Based on Bootstrap Resampling. 267-274 - Huliane M. Silva, Anne M. P. Canuto, Inácio Gomes Medeiros
Cluster Ensembles Optimization Using Coral Reefs Optimization Algorithm. 275-282 - Kazuma Sasaki, Madoka Yamakawa, Kana Sekiguchi, Tetsuya Ogata
Classification of Photo and Sketch Images Using Convolutional Neural Networks. 283-290 - Emanuele Ogliari, Alberto Bolzoni
Day-ahead PV Power Forecast by Hybrid ANN Compared to the Five Parameters Model Estimated by Particle Filter Algorithm. 291-298 - Mashud Rana
Extended Weighted Nearest Neighbor for Electricity Load Forecasting. 299-307 - Sabrina G. T. A. Bezerra, Camila B. de Andrade, Mêuser J. S. Valença:
Using Reservoir Computing and Trend Information for Short-Term Streamflow Forecasting. 308-316 - Irina Myagkova, Vladimir Shiroky
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 Earth. 317-325 - Hua Shen, Xun Liang
A Time Series Forecasting Model Based on Deep Learning Integrated Algorithm with Stacked Autoencoders and SVR for FX Prediction. 326-335 - Mauricio Peña, Argimiro Arratia
Multivariate Dynamic Kernels for Financial Time Series Forecasting. 336-344
Recognition and Navigation
- Federico Raue, Sebastian Palacio, Thomas M. Breuel, Wonmin Byeon, Andreas Dengel, Marcus Liwicki:
Symbolic Association Using Parallel Multilayer Perceptron. 347-354 - Alexander Efitorov
Solution of an Inverse Problem in Raman Spectroscopy of Multi-component Solutions of Inorganic Salts by Artificial Neural Networks. 355-362 - Elena Cerezuela-Escudero, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Juan Pedro Dominguez-Morales
Sound Recognition System Using Spiking and MLP Neural Networks. 363-371 - Daniel Priori, Giseli de Sousa, Mauro Roisenberg, Christopher Stopford, Evelyn Hesse
Using Machine Learning Techniques to Recover Prismatic Cirrus Ice Crystal Size from 2-Dimensional Light Scattering Patterns. 372-379 - Sebastian Stabinger
25 Years of CNNs: Can We Compare to Human Abstraction Capabilities? 380-387 - Daniel Araújo, Jhoseph Jesus
A Combination Method for Reducing Dimensionality in Large Datasets. 388-397 - Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
Two-Class with Oversampling Versus One-Class Classification for Microarray Datasets. 398-405 - Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Polar Sine Based Siamese Neural Network for Gesture Recognition. 406-414 - Kheir Eddine Farfar
Day Types Identification of Algerian Electricity Load Using an Image Based Two-Stage Approach. 415-422 - Noura Al Moubayed
SMS Spam Filtering Using Probabilistic Topic Modelling and Stacked Denoising Autoencoder. 423-430 - Rania Maalej
Improving MDLSTM for Offline Arabic Handwriting Recognition Using Dropout at Different Positions. 431-438 - Ala Aboudib, Vincent Gripon, Gilles Coppin
A Neural Network Model for Solving the Feature Correspondence Problem. 439-446 - Amirhossein Jamalian, Frederik Beuth, Fred H. Hamker
The Performance of a Biologically Plausible Model of Visual Attention to Localize Objects in a Virtual Reality. 447-454 - Rohan Ghosh, Siyi Tang
Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELM. 455-462 - Antonio Jose Rodríguez-Sánchez, Sabine Oberleiter, Hanchen Xiong, Justus H. Piater:
Learning V4 Curvature Cell Populations from Sparse Endstopped Cells. 463-471 - Luiza Mici, German Ignacio Parisi, Stefan Wermter
Recognition of Transitive Actions with Hierarchical Neural Network Learning. 472-479 - Mario Valerio Giuffrida
Rotation-Invariant Restricted Boltzmann Machine Using Shared Gradient Filters. 480-488 - Benjamin Metka, Mathias Franzius, Ute Bauer-Wersing:
Improving Robustness of Slow Feature Analysis Based Localization Using Loop Closure Events. 489-496 - Jan Faigl
Self-Organizing Map for the Curvature-Constrained Traveling Salesman Problem. 497-505 - Babak Hosseini
Non-negative Kernel Sparse Coding for the Analysis of Motion Data. 506-514 - Arden Kuyumcu, Neslihan Serap Sengör:
Effect of Neural Controller on Adaptive Cruise Control. 515-522 - Maciej Majewski
Intelligent Speech-Based Interactive Communication Between Mobile Cranes and Their Human Operators. 523-530
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