Advances in Soft Computing: 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, November 8-13, 2010, Proceedings, Part II

Front Matter....Pages -
Discovering Role of Linguistic Geometry....Pages 1-21
Elkan’s k-Means Algorithm for Graphs....Pages 22-32
A Simple Approach to Incorporate Label Dependency in Multi-label Classification....Pages 33-43
Methods and Algorithms of Information Generalization in Noisy Databases....Pages 44-55
Object Class Recognition Using SIFT and Bayesian Networks....Pages 56-66
Boosting Based Conditional Quantile Estimation for Regression and Binary Classification....Pages 67-79
A Fast Fuzzy Cocke-Younger-Kasami Algorithm for DNA and RNA Strings Analysis....Pages 80-91
A Fast Implementation of the CT_EXT Algorithm for the Testor Property Identification....Pages 92-103
Supervised Probabilistic Classification Based on Gaussian Copulas....Pages 104-115
Text-Independent Speaker Identification Using VQ-HMM Model Based Multiple Classifier System....Pages 116-125
Towards One-Class Pattern  Recognition in Brain Activity  via Neural Networks....Pages 126-137
Real Time Tracking of Musical Performances....Pages 138-148
Recognizing Dactylogical Symbols with Image Segmentation and a New Differentiated Weighting Scheme....Pages 149-162
Selecting Candidate Labels for Hierarchical Document Clusters Using Association Rules....Pages 163-176
Recognizing Textual Entailment Using a Machine Learning Approach....Pages 177-185
Detection of Different Authorship of Text Sequences through Self-organizing Maps and Mutual Information Function....Pages 186-195
Supervised Machine Learning for Predicting the Meaning of Verb-Noun Combinations in Spanish....Pages 196-207
On the Structure of Elimination Trees for Bayesian Network Inference....Pages 208-220
CBR and Neural Networks Based Technique for Predictive Prefetching....Pages 221-232
Combining Neural Networks Based on Dempster-Shafer Theory for Classifying Data with Imperfect Labels....Pages 233-244
Stability and Topology in Reservoir Computing....Pages 245-256
A Radial Basis Function Redesigned for Predicting a Welding Process....Pages 257-268
Dynamic Neural Networks Applied to Melody Retrieval....Pages 269-279
Recognition of Huffman Codewords with a Genetic-Neural Hybrid System....Pages 280-289
Fraud Detection Model Based on the Discovery Symbolic Classification Rules Extracted from a Neural Network....Pages 290-302
Hardware Implementation of Artificial Neural Networks for Arbitrary Boolean Functions with Generalised Threshold Gate Circuits....Pages 303-314
Solving No-Wait Flow Shop Scheduling Problems by a Hybrid Quantum-Inspired Evolutionary Algorithm....Pages 315-324
Reducing the Search Space in Evolutive Design of ARIMA and ANN Models for Time Series Prediction....Pages 325-336
Routing Algorithms for Wireless Sensor Networks Using Ant Colony Optimization....Pages 337-348
Approximating Multi-Objective Hyper-Heuristics for Solving 2D Irregular Cutting Stock Problems....Pages 349-360
Particle Swarm Optimization with Gravitational Interactions for Multimodal and Unimodal Problems....Pages 361-370
Particle Swarm Optimization with Resets – Improving the Balance between Exploration and Exploitation....Pages 371-381
MiTS: A New Approach of Tabu Search for Constructing Mixed Covering Arrays....Pages 382-393
On the Best Evolutionary Wavelet Based Filter to Compress a Specific Signal....Pages 394-405
Financial Time Series Prediction in Cooperating with Event Knowledge: A Fuzzy Approach....Pages 406-417
The Fuzzy Syllogistic System....Pages 418-427
Big Five Patterns for Software Engineering Roles Using an ANFIS Learning Approach with RAMSET....Pages 428-439
New Proposal for Eliminating Interferences in a Radar System....Pages 440-453
Type-2 Fuzzy Inference System Optimization Based on the Uncertainty of Membership Functions Applied to Benchmark Problems....Pages 454-464
Fuzzy Logic for Parameter Tuning in Evolutionary Computation and Bio-inspired Methods....Pages 465-474
Fuzzy Logic Controllers Optimization Using Genetic Algorithms and Particle Swarm Optimization....Pages 475-486
FPGA Implementation of Fuzzy System with Parametric Membership Functions and Parametric Conjunctions....Pages 487-499
Fuzzy Logic Hardware Implementation for Pneumatic Control of One DOF Pneumatic Robot....Pages 500-511
Back Matter....Pages -