10. ICANNGA 2011: Ljubljana, Slovenia

Pattern Recognition and Learning

• Dominik Olszewski:
  Asymmetric k-Means Algorithm. 1-10
  
• Nejc Ilc, Andrej Dobnikar:
  Gravitational Clustering of the Self-Organizing Map. 11-20
  
• Erik Strumbelj, Igor Kononenko:
  A General Method for Visualizing and Explaining Black-Box Regression Models. 21-30
  
• Marisa B. Figueiredo, Ana de Almeida, Bernardete Ribeiro:
  An Experimental Study on Electrical Signature Identification of Non-Intrusive Load Monitoring (NILM) Systems. 31-40
  
• Bernardete Ribeiro, Ricardo Quintas, Noel Lopes:
  Evaluation of a Resource Allocating Network with Long Term Memory Using GPU. 41-50
  
• Vladimir Risojevic, Snjezana Momic, Zdenka Babic:
  Gabor Descriptors for Aerial Image Classification. 51-60
  
• Rodrigo Alfaro, Héctor Allende:
  Text Representation in Multi-label Classification: Two New Input Representations. 61-70
  
• Dominik Olszewski:
  Fraud Detection in Telecommunications Using Kullback-Leibler Divergence and Latent Dirichlet Allocation. 71-80
  
• Zafer Iscan, Özen Özkaya, Zümray Dokur:
  Classification of EEG in A Steady State Visual Evoked Potential Based Brain Computer Interface Experiment. 81-88
  
• Marek Grochowski, Wlodzislaw Duch:
  Fast Projection Pursuit Based on Quality of Projected Clusters. 89-97
  
• Hamid Parvin, Behrouz Minaei, Hossein Karshenas, Akram Beigi:
  A New N-gram Feature Extraction-Selection Method for Malicious Code. 98-107
  
• Noel Lopes, Bernardete Ribeiro:
  A Robust Learning Model for Dealing with Missing Values in Many-Core Architectures. 108-117
  
• Xiao-Feng Ding, Li-Zhong Xu, Xue-Wu Zhang, Fang Gong, Ai-ye Shi, Hui-Bin Wang:
  A Model of Saliency-Based Selective Attention for Machine Vision Inspection Application. 118-126
  
• Danilo Picagli Shibata, Ricardo Luis de Azevedo da Rocha:
  Grapheme-Phoneme Translator for Brazilian Portuguese. 127-135
  

Soft Computing

• Nicholas A. Nechval, Konstantin N. Nechval, Maris Purgailis, Uldis Rozevskis:
  Improvement of Inventory Control under Parametric Uncertainty and Constraints. 136-146
  
• Marzena Bielecka, Andrzej Bielecki, Mariusz Korkosz, Marek Skomorowski, Wadim Wojciechowski, Bartosz Zielinski:
  Modified Jakubowski Shape Transducer for Detecting Osteophytes and Erosions in Finger Joints. 147-155
  
• Kristóf Gáti, Gábor Horváth:
  Using CMAC for Mobile Robot Motion Control. 156-166
  
• Pierre Buesser, Fabio Daolio, Marco Tomassini:
  Optimizing the Robustness of Scale-Free Networks with Simulated Annealing. 167-176
  
• Piotr M. Marusak:
  Numerically Efficient Analytical MPC Algorithm Based on Fuzzy Hammerstein Models. 177-185
  
• Willem H. van Willigen, Martijn C. Schut, A. E. Eiben, Leon J. H. M. Kester:
  Online Adaptation of Path Formation in UAV Search-and-Identify Missions. 186-195
  
• Nick Fyson, Tijl De Bie, Nello Cristianini:
  Reconstruction of Causal Networks by Set Covering. 196-205
  
• Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski:
  The Noise Identification Method Based on Divergence Analysis in Ensemble Methods Context. 206-214
  
• Piotr M. Marusak:
  Efficient Predictive Control and Set-Point Optimization Based on a Single Fuzzy Model. 215-224
  
• Tomasz Barszcz, Marzena Bielecka, Andrzej Bielecki, Mateusz Wójcik:
  Wind Turbines States Classification by a Fuzzy-ART Neural Network with a Stereographic Projection as a Signal Normalization. 225-234
  
• Alen Vrecko, Danijel Skocaj, Ales Leonardis:
  Binding and Cross-Modal Learning in Markov Logic Networks. 235-244
  
• Akram Beigi, Nasser Mozayani, Hamid Parvin:
  Chaotic Exploration Generator for Evolutionary Reinforcement Learning Agents in Nondeterministic Environments. 245-253
  
• Leszek Kotulski, Adam Sedziwy:
  Parallel Graph Transformations Supported by Replicated Complementary Graphs. 254-264
  
• Olgierd Unold:
  Diagnosis of Cardiac Arrhythmia Using Fuzzy Immune Approach. 265-274
  

Systems Theory

• Reginaldo Inojosa Silva Filho, Ricardo Luis de Azevedo da Rocha:
  Adaptive Finite Automaton: A New Algebraic Approach. 275-284
  
• Maria Eugenia Pazo-Robles, Amparo Fúster-Sabater:
  Cryptanalytic Attack on the Self-Shrinking Sequence Generator. 285-294
  
• Ana de Almeida:
  About Nonnegative Matrix Factorization: On the posrank Approximation. 295-304
  
• Tadeusz Kaczorek:
  Stability of Positive Fractional Continuous-Time Linear Systems with Delays. 305-311
  
• Jus Kocijan, Dejan Petelin:
  Output-Error Model Training for Gaussian Process Models. 312-321
  

Support Vector Machines

• Elena Hensinger, Ilias N. Flaounas, Nello Cristianini:
  Learning Readers' News Preferences with Support Vector Machines. 322-331
  
• Marcin Orchel:
  Incorporating a Priori Knowledge from Detractor Points into Support Vector Classification. 332-341
  
• Mário João Gonçalves Antunes, Catarina Silva, Bernardete Ribeiro, Manuel Eduardo Correia:
  A Hybrid AIS-SVM Ensemble Approach for Text Classification. 342-352
  
• Marcin Orchel:
  Regression Based on Support Vector Classification. 353-362
  
• Ricardo Ñanculef, Héctor Allende, Stefano Lodi, Claudio Sartori:
  Two One-Pass Algorithms for Data Stream Classification Using Approximate MEBs. 363-372
  

Bioinformatics

• Enrico Heinrich, Marian Lüder, Ralf Joost, Ralf Salomon:
  X-ORCA - A Biologically Inspired Low-Cost Localization System. 373-382
  
• Branko Ster, Monika Avbelj, Roman Jerala, Andrej Dobnikar:
  On the Origin and Features of an Evolved Boolean Model for Subcellular Signal Transduction Systems. 383-392
  
• Marko Toplak, Tomaz Curk, Blaz Zupan:
  Similarity of Transcription Profiles for Genes in Gene Sets. 393-399
  

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