Machine Learning and Data Mining in Pattern Recognition: 9th International Conference, MLDM 2013, New York, NY, USA, July 19-25, 2013. Proceedings

Front Matter....Pages -
The Gapped Spectrum Kernel for Support Vector Machines....Pages 1-15
Typhoon Damage Scale Forecasting with Self-Organizing Maps Trained by Selective Presentation Learning....Pages 16-26
Dynamic-Radius Species-Conserving Genetic Algorithm for the Financial Forecasting of Dow Jones Index Stocks....Pages 27-41
Multi Model Transfer Learning with RULES Family....Pages 42-56
3D Geovisualisation Techniques Applied in Spatial Data Mining....Pages 57-68
Improving the Efficiency of Distributed Data Mining Using an Adjustment Work Flow....Pages 69-83
Sign Language Recognition with Support Vector Machines and Hidden Conditional Random Fields: Going from Fingerspelling to Natural Articulated Words....Pages 84-98
Classification and Outlier Detection Based on Topic Based Pattern Synthesis....Pages 99-114
Decremental Learning of Evolving Fuzzy Inference Systems: Application to Handwritten Gesture Recognition....Pages 115-129
Unsupervised Tagging of Spanish Lyrics Dataset Using Clustering....Pages 130-143
Feature Learning for Detection and Prediction of Freezing of Gait in Parkinson’s Disease....Pages 144-158
Multi-document Text Summarization Using Topic Model and Fuzzy Logic....Pages 159-168
A Pattern Based Two-Stage Text Classifier....Pages 169-182
Applying a Lightweight Iterative Merging Chinese Segmentation in Web Image Annotation....Pages 183-194
Relevance as a Metric for Evaluating Machine Learning Algorithms....Pages 195-208
Preceding Rule Induction with Instance Reduction Methods....Pages 209-218
Analytic Feature Selection for Support Vector Machines....Pages 219-233
Evaluation of Hyperspectral Image Classification Using Random Forest and Fukunaga-Koontz Transform....Pages 234-245
SOM++: Integration of Self-Organizing Map and K-Means++ Algorithms....Pages 246-259
Satellite Image Mining for Census Collection: A Comparative Study with Respect to the Ethiopian Hinterland....Pages 260-274
Density Ratio Estimation in Support Vector Machine for Better Generalization: Study on Direct Marketing Prediction....Pages 275-280
Pacc - A Discriminative and Accuracy Correlated Measure for Assessment of Classification Results....Pages 281-295
A Single-Domain, Representation-Learning Model for Big Data Classification of Network Intrusion....Pages 296-310
Relation Decomposition: The Theory....Pages 311-324
Using Turning Point Detection to Obtain Better Regression Trees....Pages 325-339
Automatic Classification of Web Databases Using Domain-Dictionaries....Pages 340-351
An Efficient and Scalable Algorithm for Mining Maximal....Pages 352-366
Partial Discharge Analysis and Inspection Alert Generation in High Power Transformers: A Case Study of an Autotransformer Bank at Eletrobrás-ELETRONORTE Vila do Conde Station....Pages 367-378
Smart Meter Data Analysis for Power Theft Detection....Pages 379-389
Discovering Frequent Itemsets on Uncertain Data: A Systematic Review....Pages 390-404
Mining Groups of Common Interest: Discovering Topical Communities with Network Flows....Pages 405-420
Optimal Time Segments for Stress Detection....Pages 421-433
Personalized Expert-Based Recommender System: Training C-SVM for Personalized Expert Identification....Pages 434-441
A Comparative Study on Mobile Visual Recognition....Pages 442-457
Accuracy-Based Classification EM: Combining Clustering with Prediction....Pages 458-465
When Classification becomes a Problem: Using Branch-and-Bound to Improve Classification Efficiency....Pages 466-480
Lazy Overfitting Control....Pages 481-491
Using Part of Speech N-Grams for Improving Automatic Speech Recognition of Polish....Pages 492-504
An Empirical Study of Reducing Multiclass Classification Methodologies....Pages 505-519
EEG Feature Selection Based on Time Series Classification....Pages 520-527
DCA Based Algorithms for Feature Selection in Semi-supervised Support Vector Machines....Pages 528-542
Information Gap Analysis for Decision Support Systems in Evidence-Based Medicine....Pages 543-554
TISA: Topic Independence Scoring Algorithm....Pages 555-570
Pre-release Box-Office Success Prediction for Motion Pictures....Pages 571-585
Shifting Concepts to Their Associative Concepts via Bridges....Pages 586-600
Estimating and Forecasting Network Traffic Performance Based on Statistical Patterns Observed in SNMP Data....Pages 601-615
A Lightweight Combinatorial Approach for Inferring the Ground Truth from Multiple Annotators....Pages 616-628
Large Scale Visual Classification with Many Classes....Pages 629-643
Area under the Distance Threshold Curve as an Evaluation Measure for Probabilistic Classifiers....Pages 644-657
Back Matter....Pages -