Table of Contents

• The Gapped Spectrum Kernel for Support Vector MachinesTaku Onodera, Tetsuo Shibuya. 1-15 [doi]
• Typhoon Damage Scale Forecasting with Self-Organizing Maps Trained by Selective Presentation LearningKazuhiro Kohara, Isao Sugiyama. 16-26 [doi]
• Dynamic-Radius Species-Conserving Genetic Algorithm for the Financial Forecasting of Dow Jones Index StocksMichael Scott Brown, Michael J. Pelosi, Henry Dirska. 27-41 [doi]
• Multi Model Transfer Learning with RULES FamilyHebah ElGibreen, Mehmet Sabih Aksoy. 42-56 [doi]
• 3D Geovisualisation Techniques Applied in Spatial Data MiningCarlos Roberto Valêncio, Thatiane Kawabata, Camila Alves de Medeiros, Rogéria Cristiane Gratão de Souza, José Márcio Machado. 57-68 [doi]
• Improving the Efficiency of Distributed Data Mining Using an Adjustment Work FlowJie Gao, Jörg Denzinger. 69-83 [doi]
• Sign Language Recognition with Support Vector Machines and Hidden Conditional Random Fields: Going from Fingerspelling to Natural Articulated WordsCésar Roberto de Souza, Ednaldo Brigante Pizzolato. 84-98 [doi]
• Classification and Outlier Detection Based on Topic Based Pattern SynthesisSamrat Kokkula, Narasimha Murty Musti. 99-114 [doi]
• Decremental Learning of Evolving Fuzzy Inference Systems: Application to Handwritten Gesture RecognitionManuel Bouillon, Éric Anquetil, Abdullah Almaksour. 115-129 [doi]
• Unsupervised Tagging of Spanish Lyrics Dataset Using ClusteringFabio Leonardo Parra, Elizabeth Leon. 130-143 [doi]
• Feature Learning for Detection and Prediction of Freezing of Gait in Parkinson's DiseaseSinziana Mazilu, Alberto Calatroni, Eran Gazit, Daniel Roggen, Jeffrey M. Hausdorff, Gerhard Tröster. 144-158 [doi]
• Multi-document Text Summarization Using Topic Model and Fuzzy LogicSanghoon Lee, Saeid Belkasim, Yanqing Zhang. 159-168 [doi]
• A Pattern Based Two-Stage Text ClassifierMoch Arif Bijaksana, Yuefeng Li, Abdulmohsen Algarni. 169-182 [doi]
• Applying a Lightweight Iterative Merging Chinese Segmentation in Web Image AnnotationChuen-Min Huang, Yen-Jia Chang. 183-194 [doi]
• Relevance as a Metric for Evaluating Machine Learning AlgorithmsAravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien. 195-208 [doi]
• Preceding Rule Induction with Instance Reduction MethodsOsama Othman, Christopher H. Bryant. 209-218 [doi]
• Analytic Feature Selection for Support Vector MachinesCarly Stambaugh, Hui Yang, Felix Breuer. 219-233 [doi]
• Evaluation of Hyperspectral Image Classification Using Random Forest and Fukunaga-Koontz TransformSemih Dinç, Ramazan Savas Aygün. 234-245 [doi]
• SOM++: Integration of Self-Organizing Map and K-Means++ AlgorithmsYunus Dogan, Derya Birant, Alp Kut. 246-259 [doi]
• Satellite Image Mining for Census Collection: A Comparative Study with Respect to the Ethiopian HinterlandKwankamon Dittakan, Frans Coenen, Rob Christley. 260-274 [doi]
• Density Ratio Estimation in Support Vector Machine for Better Generalization: Study on Direct Marketing PredictionMuhammad Syafiq Mohd Pozi, Aida Mustapha, Anas Daud. 275-280 [doi]
• Pacc - A Discriminative and Accuracy Correlated Measure for Assessment of Classification ResultsMadhav Sigdel, Ramazan Savas Aygün. 281-295 [doi]
• A Single-Domain, Representation-Learning Model for Big Data Classification of Network IntrusionShan Suthaharan. 296-310 [doi]
• Relation Decomposition: The TheoryRobert Martin Haralick, Ligon Liu, Evan Misshula. 311-324 [doi]
• Using Turning Point Detection to Obtain Better Regression TreesPaul K. Amalaman, Christoph F. Eick, Nouhad J. Rizk. 325-339 [doi]
• Automatic Classification of Web Databases Using Domain-DictionariesHeidy Marisol Marín Castro, Víctor Jesús Sosa Sosa, Ivan López-Arévalo, Hugo Jair Escalante Balderas. 340-351 [doi]
• An Efficient and Scalable Algorithm for Mining Maximal - High Confidence Rules from Microarray DatasetWael Zakaria Abd Allah, Yasser Kotb El Sayed, Fayed Fayek Mohamed Ghaleb. 352-366 [doi]
• Partial Discharge Analysis and Inspection Alert Generation in High Power Transformers: A Case Study of an Autotransformer Bank at Eletrobrás-ELETRONORTE Vila do Conde StationCarlos Takeshi Kudo Yasojima, Matheus Seribeli Furmigare, Fernando de Souza Brasil, Terezinha Ferreira de Oliveira, Antonio Morais da Silveira. 367-378 [doi]
• Smart Meter Data Analysis for Power Theft DetectionDaniel Nikolaev Nikovski, Zhenhua Wang, Alan Esenther, Hongbo Sun, Keisuke Sugiura, Toru Muso, Kaoru Tsuru. 379-389 [doi]
• Discovering Frequent Itemsets on Uncertain Data: A Systematic ReviewJuliano Varella de Carvalho, Duncan Dubugras Ruiz. 390-404 [doi]
• Mining Groups of Common Interest: Discovering Topical Communities with Network FlowsLiyun Li, Nasir D. Memon. 405-420 [doi]
• Optimal Time Segments for Stress DetectionNandita Sharma, Tom Gedeon. 421-433 [doi]
• Personalized Expert-Based Recommender System: Training C-SVM for Personalized Expert IdentificationYeounoh Chung, Hye-Wuk Jung, Jaekwang Kim, Jee-Hyong Lee. 434-441 [doi]
• A Comparative Study on Mobile Visual RecognitionElisavet Chatzilari, Georgios Liaros, Spiros Nikolopoulos, Yiannis Kompatsiaris. 442-457 [doi]
• Accuracy-Based Classification EM: Combining Clustering with PredictionStephanie Sapp, Armand Prieditis. 458-465 [doi]
• When Classification becomes a Problem: Using Branch-and-Bound to Improve Classification EfficiencyArmand Prieditis, Moontae Lee. 466-480 [doi]
• Lazy Overfitting ControlArmand Prieditis, Stephanie Sapp. 481-491 [doi]
• Using Part of Speech N-Grams for Improving Automatic Speech Recognition of PolishAleksander Pohl, Bartosz Ziólko. 492-504 [doi]
• An Empirical Study of Reducing Multiclass Classification MethodologiesRobert Kyle Eichelberger, Victor S. Sheng. 505-519 [doi]
• EEG Feature Selection Based on Time Series ClassificationMichal Vavrecka, Lenka Lhotská. 520-527 [doi]
• DCA Based Algorithms for Feature Selection in Semi-supervised Support Vector MachinesLe Hoai Minh, Le Thi Hoai An, Manh Cuong Nguyen. 528-542 [doi]
• Information Gap Analysis for Decision Support Systems in Evidence-Based MedicineKari Sentz, François M. Hemez. 543-554 [doi]
• TISA: Topic Independence Scoring AlgorithmJustin Christopher Martineau, Doreen Cheng, Tim Finin. 555-570 [doi]
• Pre-release Box-Office Success Prediction for Motion PicturesRohit Parimi, Doina Caragea. 571-585 [doi]
• Shifting Concepts to Their Associative Concepts via BridgesHongjie Zhai, Makoto Haraguchi, Yoshiaki Okubo, Kiyota Hashimoto, Sachio Hirokawa. 586-600 [doi]
• Estimating and Forecasting Network Traffic Performance Based on Statistical Patterns Observed in SNMP DataKejia Hu, Alex Sim, Demetres Antoniades, Constantine Dovrolis. 601-615 [doi]
• A Lightweight Combinatorial Approach for Inferring the Ground Truth from Multiple AnnotatorsXiang Liu, Liyun Li, Nasir D. Memon. 616-628 [doi]
• Large Scale Visual Classification with Many ClassesThanh-Nghi Doan, Thanh-Nghi Do, François Poulet. 629-643 [doi]
• Area under the Distance Threshold Curve as an Evaluation Measure for Probabilistic ClassifiersSydney Williams, Michael Harris, Jacob D. Furst, Daniela Stan Raicu. 644-657 [doi]