20. ICANN 2010: Thessaloniki, Greece
Konstantinos I. Diamantaras, Wlodek Duch, Lazaros S. Iliadis (Eds.): Artificial Neural Networks - ICANN 2010 - 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part I. Springer 2010 Lecture Notes in Computer Science ISBN 978-3-642-15818-6
ANN Applications
- Vladimír Olej, Petr Hájek: IF-Inference Systems Design for Prediction of Ozone Time Series: The Case of Pardubice Micro-region. 1-11
- Cosmin Popa: Superior-Order Curvature-Corrected Voltage Reference Using a Current Generator. 12-21
- Luis C. Freire, Ana R. Gouveia, Fernando M. Godinho: A Neural Network-Based Method for Affine 3D Registration of FMRI Time Series Using Fourier Space Subsets. 22-31
- Harris Papadopoulos, Haris Haralambous: Neural Networks Regression Inductive Conformal Predictor and Its Application to Total Electron Content Prediction. 32-41
- Marzena Klos, Zenon Waszczyszyn: Prediction of Compaction Characteristics of Granular Soils by Neural Networks. 42-45
- Jaakko Talonen, Miki Sirola, Eimontas Augilius: Modelling Power Output at Nuclear Power Plant by Neural Networks. 46-49
- Juan Peralta, Germán Gutiérrez, Araceli Sanchís: Time Series Forecasting by Evolving Artificial Neural Networks Using "Shuffle", Cross-Validation and Ensembles. 50-53
- Krzysztof Siwek, Stanislaw Osowski, Bartosz Swiderski, Lukasz Mycka: Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network. 54-59
- David Martínez-Rego, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos: Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks. 60-66
Bayesian ANN
- Yasuhiro Sogawa, Shohei Shimizu, Aapo Hyvärinen, Takashi Washio, Teppei Shimamura, Seiya Imoto: Discovery of Exogenous Variables in Data with More Variables Than Observations. 67-76
- Tikara Hosino: Bayesian Joint Optimization for Topic Model and Clustering. 77-86
- Dimitris Tzikas, Aristidis Likas: An Incremental Bayesian Approach for Training Multilayer Perceptrons. 87-96
- Bartosz Miller: Application of Semi-Bayesian Neural Networks in the Identification of Load Causing Beam Yielding. 97-100
- Kobra Etminani, Mahmoud Naghibzadeh, Amir Reza Razavi: Globally Optimal Structure Learning of Bayesian Networks from Data. 101-106
Bio Inspired - Spiking ANN
- Vassilis Cutsuridis: Action Potential Bursts Modulate the NMDA-R Mediated Spike Timing Dependent Plasticity in a Biophysical Model. 107-116
- Boudjelal Meftah, Olivier Lezoray, Michel Lecluse, Abdelkader Benyettou: Cell Microscopic Segmentation with Spiking Neuron Networks. 117-126
- Masumi Kogure, Shuichi Matsuzaki, Yasuhiro Wada: Investigation of Brain-Computer Interfaces That Apply Sound-Evoked Event-Related Potentials. 127-134
- Vladyslav V. Shaposhnyk, Pierre Dutoit, Stephen Perrig, Alessandro E. P. Villa: Functional Connectivity Driven by External Stimuli in a Network of Hierarchically Organized Neural Modules. 135-144
- Yoshiyuki Asai, Alessandro E. P. Villa: Transmission of Distributed Deterministic Temporal Information through a Diverging/Converging Three-Layers Neural Network. 145-154
- Masataka Yamao, Honda Naoki, Shin Ishii: Noise-Induced Collective Migration for Neural Crest Cells. 155-163
- Matthew Cook, Florian Jug, Christoph Krautz, Angelika Steger: Unsupervised Learning of Relations. 164-173
- Jun Miao, Baixian Zou, Laiyun Qing, Lijuan Duan, Yu Fu: Learning Internal Representation of Visual Context in a Neural Coding Network. 174-183
- Jörn Hoffmann, Karim El-Laithy, Frank Güttler, Martin Bogdan: Simulating Biological-Inspired Spiking Neural Networks with OpenCL. 184-187
- Daniel Alejandro González Bandala, Pedro Luis Sánchez Orellana, Claudio Castellanos Sánchez: Bio-inspired Architecture for Human Detection. 188-192
- Raul Llinares, Jorge Igual, Julio Miró-Borrás, Andrés Camacho: Analysis of Astrophysical Ice Analogs Using Regularized Alternating Least Squares. 199-204
- Kenji Nakayama, Hiroki Horita, Akihiro Hirano: A BCI System Based on Orthogonalized EEG Data and Multiple Multilayer Neural Networks in Parallel Form. 205-210
- Thomas Schmid, Dorothee Günzel, Martin Bogdan: Using an Artificial Neural Network to Determine Electrical Properties of Epithelia. 211-216
- Maurizio Fiasché, Maria Cuzzola, Roberta Fedele, Pasquale Iacopino, Francesco Carlo Morabito: Machine Learning and Personalized Modeling Based Gene Selection for Acute GvHD Gene Expression Data Analysis. 217-223
Biomedical ANN
- Vassilis Cutsuridis, Michael E. Hasselmo: Dynamics and Function of a CA1 Model of the Hippocampus during Theta and Ripples. 230-240
- Dimitrios H. Mantzaris, George C. Anastassopoulos, Lazaros S. Iliadis, Aggelos Tsalkidis, Adam Adamopoulos: A Probabilistic Neural Network for Assessment of the Vesicoureteral Reflux's Diagnostic Factors Validity. 241-250
- Stylianos D. Tzikopoulos, Harris V. Georgiou, Michael E. Mavroforakis, Sergios Theodoridis: Shape-Based Tumor Retrieval in Mammograms Using Relevance-Feedback Techniques. 251-260
- Marc Sauget, Rémy Laurent, Julien Henriet, Michel Salomon, Régine Gschwind, Sylvain Contassot-Vivier, Libor Makovicka, Charles Soussen: Efficient Domain Decomposition for a Neural Network Learning Algorithm, Used for the Dose Evaluation in External Radiotherapy. 261-266
- Ernesto Iacucci, Yves Moreau: Towards Better Receptor-Ligand Prioritization: How Machine Learning on Protein-Protein Interaction Data Can Provide Insight Into Receptor-Ligand Pairs. 267-271
Computational Neuroscience
- Anthony Mouraud, Alain Guillaume, Hélène Paugam-Moisy: The DAMNED Simulator for Implementing a Dynamic Model of the Network Controlling Saccadic Eye Movements. 272-281
- Ravi Krishnan, Shivakesavan Ratnadurai, Deepak Subramanian, V. Srinivasa Chakravarthy: A Model of Basal Ganglia in Saccade Generation. 282-290
- Michiyo Suzuki, Tetsuya Sakashita, Toshio Tsuji, Yasuhiko Kobayashi: Computational Inferences on Alteration of Neurotransmission in Chemotaxis Learning in Caenorhabditis elegans. 291-300
- Ekaterina Komendantskaya, Krysia Broda, Artur S. d'Avila Garcez: Neuro-symbolic Representation of Logic Programs Defining Infinite Sets. 301-304
- José R. A. Torreão, Silvia M. C. Victer: A Model for Center-Surround Stimulus-Dependent Receptive Fields. 305-310
- Florian Hauser, David Bouchain, Günther Palm: Simple Constraints for Zero-Lag Synchronous Oscillations under STDP. 311-316
Feature Selection/Parameter Identification and Dimensionality Reduction
- Jakub Mazgut, Peter Tino, Mikael Bodén, Hong Yan: Multilinear Decomposition and Topographic Mapping of Binary Tensors. 317-326
- Francisco Fernández-Navarro, César Hervás-Martínez, Pedro Antonio Gutiérrez, Roberto Ruiz, José C. Riquelme: Evolutionary q-Gaussian Radial Basis Functions for Improving Prediction Accuracy of Gene Classification Using Feature Selection. 327-336
- Ingrid Brænne, Kai Labusch, Amir Madany Mamlouk: Sparse Coding for Feature Selection on Genome-Wide Association Data. 337-346
- Anna Kucerová, Tomás Mares: Self-adaptive Artificial Neural Network in Numerical Models Calibration. 347-350
- Erik Schaffernicht, Robert Kaltenhaeuser, Saurabh Shekhar Verma, Horst-Michael Gross: On Estimating Mutual Information for Feature Selection. 362-367
- Ilkka Kivimäki, Krista Lagus, Ilari T. Nieminen, Jaakko J. Väyrynen, Timo Honkela: Using Correlation Dimension for Analysing Text Data. 368-373
Filtering
- Poramate Manoonpong, Frank Pasemann, Christoph Kolodziejski, Florentin Wörgötter: Designing Simple Nonlinear Filters Using Hysteresis of Single Recurrent Neurons for Acoustic Signal Recognition in Robots. 374-383
- Meng Li, Yiu-ming Cheung: Automatic Segmentation of Color Lip Images Based on Morphological Filter. 384-387
- Manolis G. Vozalis, Angelos I. Markos, Konstantinos G. Margaritis: Collaborative Filtering through SVD-Based and Hierarchical Nonlinear PCA. 395-400
Genetic - Evolutionary Algorithms
- Yuya Hattori, Michiyo Suzuki, Zu Soh, Yasuhiko Kobayashi, Toshio Tsuji: A Novel Tuning Method for Neural Oscillators with a Ladder-Like Structure Based on Oscillation Analysis. 401-410
- Anne M. P. Canuto, Michael C. Fairhurst, Laura Emmanuella A. Santana, Fernando Pintro, Antonino Feitosa Neto: Ensemble-Based Methods for Cancellable Biometrics. 411-414
- Bertha Guijarro-Berdiñas, Santiago Fernández-Lorenzo, Noelia Sánchez-Maroño, Oscar Fontenla-Romero: A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection. 415-421
- Sandra García, Ricardo Aler, Inés María Galván: Using Evolutionary Multiobjective Techniques for Imbalanced Classification Data. 422-427
- Andreas S. Karathanasopoulos, Konstantinos A. Theofilatos, Panagiotis M. Leloudas, Spiridon D. Likothanassis: Modeling the Ase 20 Greek Index Using Artificial Neural Networks Combined with Genetic Algorithms. 428-435
- Jacqueline Fairley, George K. Georgoulas, Chrysostomos D. Stylios, David Rye: A Hybrid Approach for Artifact Detection in EEG Data. 436-441
- Olga Georgiou, Nicolas Tsapatsoulis: Improving the Scalability of Recommender Systems by Clustering Using Genetic Algorithms. 442-449
Image - Video and Audio Processing
- Nikolaos Mitianoudis: A Directional Laplacian Density for Underdetermined Audio Source Separation. 450-459
- Anastasios Maronidis, Anastasios Tefas, Ioannis Pitas: Frontal View Recognition Using Spectral Clustering and Subspace Learning Methods. 460-469
- Dimitris Bolis, Anastasios Maronidis, Anastasios Tefas, Ioannis Pitas: Improving the Robustness of Subspace Learning Techniques for Facial Expression Recognition. 470-479
- Giannis K. Chantas: Variational Bayesian Image Super-Resolution with GPU Acceleration. 480-489
- Mauricio Kugler, Takanobu Hishida, Susumu Kuroyanagi, Akira Iwata: A Novel Approach for Hardware Based Sound Localization. 490-499
- Ioannis M. Stephanakis, George C. Anastassopoulos, Lazaros S. Iliadis: Color Segmentation Using Self-Organizing Feature Maps (SOFMs) Defined Upon Color and Spatial Image Space. 500-510
- Toshifumi Sano, Shuichi Matsuzaki, Yasuhiro Wada: Independent Component Analysis of Multi-channel Near-Infrared Spectroscopic Signals by Time-Delayed Decorrelation. 511-520
- Ihor Paliy, Francesco Lamonaca, Volodymyr Turchenko, Domenico Grimaldi, Anatoly Sachenko: Micro Nucleus Detection in Human Lymphocytes Using Convolutional Neural Network. 521-530
- Ville Viitaniemi, Jorma Laaksonen: Region Matching Techniques for Spatial Bag of Visual Words Based Image Category Recognition. 531-540
- Dalius Matuzevicius, Arturas Serackis, Dalius Navakauskas: Application of K-Means and MLP in the Automation of Matching of 2DE Gel Images. 541-550
- Athanasios Voulodimos, Helmut Grabner, Dimitrios I. Kosmopoulos, Luc J. Van Gool, Theodora A. Varvarigou: Robust Workflow Recognition Using Holistic Features and Outlier-Tolerant Fused Hidden Markov Models. 551-560
- Carlos M. Travieso, Miguel A. Ferrer, Jesús B. Alonso: Bubbles Detection on Sea Surface Images. 565-568
- Dragan Kukolj, Maja Pokric, Vladimir Zlokolica, Jovana Filipovic, Miodrag Temerinac: No-Reference Video Quality Assessment Design Framework Based on Modular Neural Networks. 569-574
- Emel Arslan, Sabri Arik: Removing an Object from Video Sequence Algorithm Implemented on Analog CNN and DSP Microprocessors. 575-580
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last updated on 2013-06-17T203624 by the dblp team