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

last updated on Sun May 26 03:56:50 2013 by the dblp team
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