Machine Learning and Cybernetics: 13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings

Front Matter....Pages I-XIV
Front Matter....Pages 1-1
Combining Classifiers Based on Gaussian Mixture Model Approach to Ensemble Data....Pages 3-12
Sentiment Classification of Chinese Reviews in Different Domain: A Comparative Study....Pages 13-23
A Computer-Aided System for Classification of Breast Tumors in Ultrasound Images via Biclustering Learning....Pages 24-32
An Improved Approach to Ordinal Classification....Pages 33-42
Classification Based on Lower Integral and Extreme Learning Machine....Pages 43-51
User Input Classification for Chinese Question Answering System....Pages 52-59
Fusion of Classifiers Based on a Novel 2-Stage Model....Pages 60-68
Front Matter....Pages 69-69
Comparative Analysis of Density Estimation Based Kernel Regression....Pages 71-79
Thermal Power Units’ Energy Consuming Speciality Analysis Based on Support Vector Regression (SVR)....Pages 80-87
Bandwidth Selection for Nadaraya-Watson Kernel Estimator Using Cross-Validation Based on Different Penalty Functions....Pages 88-96
A Hough Transform-Based Biclustering Algorithm for Gene Expression Data....Pages 97-106
An Effective Biclustering Algorithm for Time-Series Gene Expression Data....Pages 107-116
Multiple Orthogonal K-means Hashing....Pages 117-126
Front Matter....Pages 127-127
Recognizing Bangladeshi Currency for Visually Impaired....Pages 129-135
Face Recognition Using Genetic Algorithm....Pages 136-143
Face Liveness Detection by Brightness Difference....Pages 144-150
Front Matter....Pages 151-151
User Behavior Research Based on Big Data....Pages 153-160
Stochastic Sensitivity Oversampling Technique for Imbalanced Data....Pages 161-171
Front Matter....Pages 173-173
A Heterogeneous Graph Model for Social Opinion Detection....Pages 175-185
A Storm-Based Real-Time Micro-Blogging Burst Event Detection System....Pages 186-195
Front Matter....Pages 173-173
A Causative Attack Against Semi-supervised Learning....Pages 196-203
Front Matter....Pages 205-205
Study and Improvement of Ordinal Decision Trees Based on Rank Entropy....Pages 207-218
Extended Space Decision Tree....Pages 219-230
Monotonic Decision Tree for Interval Valued Data....Pages 231-240
Parallel Ordinal Decision Tree Algorithm and Its Implementation in Framework of MapReduce....Pages 241-251
Front Matter....Pages 253-253
An Improved Iterative Closest Point Algorithm for Rigid Point Registration....Pages 255-263
Approachs to Computing Maximal Consistent Block....Pages 264-274
Missing Value Imputation for the Analysis of Incomplete Traffic Accident Data....Pages 275-286
Learning Behaviour for Service Personalisation and Adaptation....Pages 287-297
Extraction of Class Attributes from Online Encyclopedias....Pages 298-307
Selective Ensemble of RBFNNs Based on Improved Negative Correlation Learning....Pages 308-318
A Two-Phase RBF-ELM Learning Algorithm....Pages 319-328
Front Matter....Pages 329-329
A Study on Decision Making by Thai Software House Companies in Choosing Computer Programming Languages....Pages 331-338
An Improved Method for Semantic Similarity Calculation Based on Stop-Words....Pages 339-347
Front Matter....Pages 349-349
Sensitivity Analysis of Radial-Basis Function Neural Network due to the Errors of the I.I.D Input....Pages 351-361
Fuzzy If-Then Rules Classifier on Ensemble Data....Pages 362-370
Image Segmentation Based on Graph-Cut Models and Probabilistic Graphical Models: A Comparative Study....Pages 371-378
Tolerance Rough Fuzzy Approximation Operators and Their Properties....Pages 379-387
Extreme Learning Machine for Interval-Valued Data....Pages 388-399
Credibility Estimation of Stock Comments Based on Publisher and Information Uncertainty Evaluation....Pages 400-408
Front Matter....Pages 349-349
A Fast Algorithm to Building a Fuzzy Rough Classifier....Pages 409-417
Front Matter....Pages 419-419
Surface Electromyography Time Series Analysis for Regaining the Intuitive Grasping Capability After Thumb Amputation....Pages 421-430
Study on Orthogonal Basis NN-Based Storage Modelling for Lake Hume of Upper Murray River, Australia....Pages 431-441
De Novo Gene Expression Analysis to Assess the Therapeutic and Toxic Effect of Tachyplesin I on Human Glioblastoma Cell Lines....Pages 442-451
An Improved Reject on Negative Impact Defense....Pages 452-459
Back Matter....Pages 461-462