Intelligent Data Engineering and Automated Learning – IDEAL 2015: 16th International Conference Wroclaw, Poland, October 14–16, 2015, Proceedings

Front Matter....Pages -
Data Streams Fusion by Frequent Correlations Mining....Pages 1-8
Web Genre Classification via Hierarchical Multi-label Classification....Pages 9-17
Multi-agent Reinforcement Learning for Control Systems: Challenges and Proposals....Pages 18-25
Optimal Filtering for Time Series Classification....Pages 26-35
Addressing Overlapping in Classification with Imbalanced Datasets: A First Multi-objective Approach for Feature and Instance Selection....Pages 36-44
Cost-Sensitive Neural Network with ROC-Based Moving Threshold for Imbalanced Classification....Pages 45-52
Managing Monotonicity in Classification by a Pruned Random Forest....Pages 53-60
Ensemble Selection Based on Discriminant Functions in Binary Classification Task....Pages 61-68
An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix....Pages 69-76
Fusion of Self-Organizing Maps with Different Sizes....Pages 77-86
A Particle Swarm Clustering Algorithm with Fuzzy Weighted Step Sizes....Pages 87-95
A Bacterial Colony Algorithm for Association Rule Mining....Pages 96-103
Information Retrieval and Data Forecasting via Probabilistic Nodes Combination....Pages 104-112
EVIDIST: A Similarity Measure for Uncertain Data Streams....Pages 113-120
Knowledge Discovery in Enterprise Databases for Forecasting New Product Success....Pages 121-129
Effective Realizations of Biorthogonal Wavelet Transforms of Lengths 2K + 1/2K – 1 with Lattice Structures on GPU and CPU....Pages 130-137
Deterministic Extraction of Compact Sets of Rules for Subgroup Discovery....Pages 138-145
Variable Transformation for Granularity Change in Hierarchical Databases in Actual Data Mining Solutions....Pages 146-155
OMAIDS: A Multi-agents Intrusion Detection System Based Ontology....Pages 156-163
ICA for Detecting Artifacts in a Few Channel BCI....Pages 164-171
An Empirical Evaluation of Robust Gaussian Process Models for System Identification....Pages 172-180
Throughput Analysis of Automatic Production Lines Based on Simulation Methods....Pages 181-190
A Novel Recursive Solution to LS-SVR for Robust Identification of Dynamical Systems....Pages 191-198
NMF and PCA as Applied to Gearbox Fault Data....Pages 199-206
Application of Cascades of Classifiers in the Vehicle Detection Scenario for the ‘SM4Public’ System....Pages 207-215
Assessment of Production System Stability with the Use of the FMEA Analysis and Simulation Models....Pages 216-223
Study of Collective Robotic Tasks Based on the Behavioral Model of the Agent....Pages 224-231
Minimalist Artificial Eye for Autonomous Robots and Path Planning....Pages 232-238
15 DOF Robotic Hand Fuzzy-Sliding Control for Grasping Tasks....Pages 239-247
Intelligent Automated Design of Machine Components Using Antipatterns....Pages 248-255
Application of Fuzzy Logic Controller for Machine Load Balancing in Discrete Manufacturing System....Pages 256-263
Data-Driven Simulation Model Generation for ERP and DES Systems Integration....Pages 264-272
Improving the NSGA-II Performance with an External Population....Pages 273-280
Local Search Based on a Local Utopia Point for the Multiobjective Travelling Salesman Problem....Pages 281-289
A Simulated Annealing Heuristic for a Branch and Price-Based Routing and Spectrum Allocation Algorithm in Elastic Optical Networks....Pages 290-299
A Hybrid Programming Framework for Resource-Constrained Scheduling Problems....Pages 300-308
Tabu Search Algorithm for Routing and Spectrum Allocation of Multicast Demands in Elastic Optical Networks....Pages 309-317
Simulated Annealing Algorithm for Minimization of Bandwidth Fragmentation in Elastic Optical Networks with Multicast and Unicast Flows....Pages 318-327
Multi Population Pattern Searching Algorithm for Solving Routing Spectrum Allocation with Joint Unicast and Anycast Problem in Elastic Optical Networks....Pages 328-339
Hybrid Evolutionary Algorithm with Adaptive Crossover, Mutation and Simulated Annealing Processes to Project Scheduling....Pages 340-351
Building an Efficient Evolutionary Algorithm for Forex Market Predictions....Pages 352-360
Tabu-Search Algorithm for Optimization of Elastic Optical Network Based Distributed Computing Systems....Pages 361-369
Multi-manifold Approach to Multi-view Face Recognition....Pages 370-377
Neural Network-Based User-Independent Physical Activity Recognition for Mobile Devices....Pages 378-386
Reduction of Signal Strength Data for Fingerprinting-Based Indoor Positioning....Pages 387-394
Pattern Password Authentication Based on Touching Location....Pages 395-403
A New Approach to Link Prediction in Gene Regulatory Networks....Pages 404-415
On Stability of Ensemble Gene Selection....Pages 416-423
Early Alzheimer’s Disease Prediction in Machine Learning Setup: Empirical Analysis with Missing Value Computation....Pages 424-432
Description of Visual Content in Dermoscopy Images Using Joint Histogram of Multiresolution Local Binary Patterns and Local Contrast....Pages 433-440
Modeling the Behavior of Unskilled Users in a Multi-UAV Simulation Environment....Pages 441-448
Multistep Forecast of FX Rates Using an Extended Self-organizing Regressive Neural Network....Pages 449-456
Natural Gesture Based Interaction with Virtual Heart in Augmented Reality....Pages 457-465
Qualitative and Quantitative Sentiment Proxies: Interaction Between Markets....Pages 466-474
Propagating Disaster Warnings on Social and Digital Media....Pages 475-484
A Distributed Approach to Flood Prediction Using a WSN and ML: A Comparative Study of ML Techniques in a WSN Deployed in Brazil....Pages 485-492
A Learning Web Platform Based on a Fuzzy Linguistic Recommender System to Help Students to Learn Recommendation Techniques....Pages 493-500
Comparison of Clustering Methods in Cotton Textile Industry....Pages 501-508
A Belief Function Reasoning Approach to Web User Profiling....Pages 509-516
The Belief Theory for Emotion Recognition....Pages 517-526
Using a Portable Device for Online Single-Trial MRCP Detection and Classification....Pages 527-534
The Impact of News Media and Affect in Financial Markets....Pages 535-540
Clusterization of Indices and Assets in the Stock Market....Pages 541-550
Behaviour and Markets: The Interaction Between Sentiment Analysis and Ethical Values?....Pages 551-558
Back Matter....Pages -