Hybrid Artificial Intelligent Systems: 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part I

Front Matter....Pages -
Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification....Pages 1-12
Ensemble Pruning Using Harmony Search....Pages 13-24
A First Study on Decomposition Strategies with Data with Class Noise Using Decision Trees....Pages 25-35
Combining the Advantages of Neural Networks and Decision Trees for Regression Problems in a Steel Temperature Prediction System....Pages 36-45
Transfer Learning Approach to Debt Portfolio Appraisal....Pages 46-55
Generalized Weighted Majority Voting with an Application to Algorithms Having Spatial Output....Pages 56-67
Towards the Reduction of Data Used for the Classification of Network Flows....Pages 68-77
Encrypting Digital Images Using Cellular Automata....Pages 78-88
Self-Organizing Maps versus Growing Neural Gas in Detecting Data Outliers for Security Applications....Pages 89-96
Cryptographic Applications of 3x3 Block Upper Triangular Matrices....Pages 97-104
Digital Chaotic Noise Using Tent Map without Scaling and Discretization Process....Pages 105-115
Hubness-Aware Shared Neighbor Distances for High-Dimensional k -Nearest Neighbor Classification....Pages 116-127
Comparison of Competitive Learning for SOM Used in Classification of Partial Discharge....Pages 128-138
Identification of Different Types of Minority Class Examples in Imbalanced Data....Pages 139-150
Non-Disjoint Discretization for Aggregating One-Dependence Estimator Classifiers....Pages 151-162
An Adaptive Hybrid and Cluster-Based Model for Speeding Up the k -NN Classifier....Pages 163-175
A Co-evolutionary Framework for Nearest Neighbor Enhancement: Combining Instance and Feature Weighting with Instance Selection....Pages 176-187
Improving Multi-label Classifiers via Label Reduction with Association Rules....Pages 188-199
A GA-Based Wrapper Feature Selection for Animal Breeding Data Mining....Pages 200-209
A Simple Noise-Tolerant Abstraction Algorithm for Fast k -NN Classification....Pages 210-221
Adaptive Inventory Control in Production Systems....Pages 222-228
Hybrid Artificial Intelligence System in Constraint Based Scheduling of Integrated Manufacturing ERP Systems....Pages 229-240
Intelligent Data Processing in Recycling of Household Appliances....Pages 241-249
Assessment of Risk in a Production System with the Use of the FMEA Analysis and Linguistic Variables....Pages 250-258
Hybrid Methods Aiding Organisational and Technological Production Preparation Using Simulation Models of Nonlinear Production Systems....Pages 259-266
The Concept of Intelligent System for Horizontal Transport in a Copper Ore Mine....Pages 267-273
Integration Production Planning and Scheduling Systems for Determination of Transitional Phases in Repetitive Production....Pages 274-283
The Hybrid Method of Knowledge Representation in a CAPP Knowledge Based System....Pages 284-295
An Experimental Study of Different Ordinal Regression Methods and Measures....Pages 296-307
Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology....Pages 308-318
Ordinal Classification Using Hybrid Artificial Neural Networks with Projection and Kernel Basis Functions....Pages 319-330
A Genetic Programming Approach for Solving the Linear Ordering Problem....Pages 331-338
Comparison of Fuzzy Functions for Low Quality Data GAP Algorithms....Pages 339-349
A Simple Artificial Chemistry Model for Nash Equilibria Detection in Large Cournot Games....Pages 350-358
Dynamics of Networks Evolved for Cellular Automata Computation....Pages 359-368
From Likelihood Uncertainty to Fuzziness: A Possibility-Based Approach for Building Clinical DSSs....Pages 369-380
Combining Metaheuristic Algorithms to Solve a Scheduling Problem....Pages 381-391
Image Analysis Pipeline for Automatic Karyotyping....Pages 392-403
A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates....Pages 404-415
A Hybrid Segmentation of Abdominal CT Images....Pages 416-423
Hybrid Computational Methods for Hyperspectral Image Analysis....Pages 424-435
Image Security and Biometrics: A Review....Pages 436-447
Cocaine Dependent Classification Using Brain Magnetic Resonance Imaging....Pages 448-454
A Non-parametric Approach for Accurate Contextual Classification of LIDAR and Imagery Data Fusion....Pages 455-466
Spherical CIELab QAMs: Associative Memories Based on the CIELab System and Quantales for the Storage of Color Images....Pages 467-478
Fuzzy Associative Memories Based on Subsethood and Similarity Measures with Applications to Speaker Identification....Pages 479-490
A Novel Lattice Associative Memory Based on Dendritic Computing....Pages 491-502
Vascular Section Estimation in Medical Images Using Combined Feature Detection and Evolutionary Optimization....Pages 503-513
Modifications of Classification Strategies in Rule Set Based Bagging for Imbalanced Data....Pages 514-525
Semi-supervised Ensemble Learning of Data Streams in the Presence of Concept Drift....Pages 526-537
Continuous User Feedback Learning for Data Capture from Business Documents....Pages 538-549
Evolutionary Adapted Ensemble for Reoccurring Context....Pages 550-557
Drift Detection and Model Selection Algorithms: Concept and Experimental Evaluation....Pages 558-568
Decomposition of Classification Task with Selection of Classifiers on the Medical Diagnosis Example....Pages 569-577
Ensemble of Tensor Classifiers Based on the Higher-Order Singular Value Decomposition....Pages 578-589
Combining Diverse One-Class Classifiers....Pages 590-601
Back Matter....Pages -