Abstract is missing.
- Bayesian Approach to the Concept Drift in the Pattern Recognition ProblemsPavel A. Turkov, Olga Krasotkina, Vadim Mottl. 1-10 [doi]
- Transductive Relational Classification in the Co-training ParadigmMichelangelo Ceci, Annalisa Appice, Herna L. Viktor, Donato Malerba, Eric Paquet, Hongyu Guo. 11-25 [doi]
- Generalized Nonlinear Classification Model Based on Cross-Oriented Choquet IntegralRong Yang, Zhenyuan Wang. 26-39 [doi]
- A General Lp-norm Support Vector Machine via Mixed 0-1 ProgrammingHai Thanh Nguyen, Katrin Franke. 40-49 [doi]
- Reduction of Distance Computations in Selection of Pivot Elements for Balanced GHT StructureLászló Kovács. 50-62 [doi]
- Hot Deck Methods for Imputing Missing Data - The Effects of Limiting Donor UsageDieter William Joenssen, Udo Bankhofer. 63-75 [doi]
- BINER - BINary Search Based Efficient RegressionSaket Bharambe, Harshit Dubey, Vikram Pudi. 76-85 [doi]
- A New Approach for Association Rule Mining and Bi-clustering Using Formal Concept AnalysisKartick Chandra Mondal, Nicolas Pasquier, Anirban Mukhopadhyay 0001, Ujjwal Maulik, Sanghamitra Bandyopadhyay. 86-101 [doi]
- Top-N Minimization Approach for Indicative Correlation Change MiningAixiang Li, Makoto Haraguchi, Yoshiaki Okubo. 102-116 [doi]
- Selecting Classification Algorithms with Active TestingRui Leite, Pavel Brazdil, Joaquin Vanschoren. 117-131 [doi]
- Comparing Logistic Regression, Neural Networks, C5.0 and M5′ Classification TechniquesAmit Thombre. 132-140 [doi]
- Unsupervised Grammar Inference Using the Minimum Description Length PrincipleUpendra Sapkota, Barrett R. Bryant, Alan P. Sprague. 141-153 [doi]
- How Many Trees in a Random Forest?Thais Mayumi Oshiro, Pedro Santoro Perez, José Augusto Baranauskas. 154-168 [doi]
- Constructing Target Concept in Multiple Instance Learning Using Maximum Partial EntropyTao Xu, David Chiu, Iker Gondra. 169-182 [doi]
- A New Learning Structure Heuristic of Bayesian Networks from DataHeni Bouhamed, Afif Masmoudi, Thierry Lecroq, Ahmed Rebai. 183-197 [doi]
- Discriminant Subspace Learning Based on Support Vectors MachinesNikolaos Pitelis, Anastasios Tefas. 198-212 [doi]
- A New Learning Strategy of General BAMsNong Thi Hoa, The Duy Bui. 213-221 [doi]
- Proximity-Graph Instance-Based Learning, Support Vector Machines, and High Dimensionality: An Empirical ComparisonGodfried T. Toussaint, Constantin Berzan. 222-236 [doi]
- Semi Supervised Clustering: A Pareto ApproachJavid Ebrahimi, Mohammad Saniee Abadeh. 237-251 [doi]
- Semi-supervised Clustering: A Case StudyAndreia Silva, Cláudia Antunes. 252-263 [doi]
- SOStream: Self Organizing Density-Based Clustering over Data StreamCharlie Isaksson, Margaret H. Dunham, Michael Hahsler. 264-278 [doi]
- Clustering Data Stream by a Sub-window Approach Using DCAMinh Thuy Ta, Le Thi Hoai An, Lydia Boudjeloud-Assala. 279-292 [doi]
- Improvement of K-means Clustering Using Patents MetadataMihai Vlase, Dan Munteanu, Adrian Istrate. 293-305 [doi]
- Content Independent Metadata Production as a Machine Learning ProblemSahar Changuel, Nicolas Labroche. 306-320 [doi]
- Discovering K Web User Groups with Specific Aspect InterestsJianfeng Si, Qing Li, Tieyun Qian, Xiaotie Deng. 321-335 [doi]
- An Algorithm for the Automatic Estimation of Image OrientationMariusz Borawski, Dariusz Frejlichowski. 336-344 [doi]
- Multi-label Image Annotation Based on Neighbor Pair Correlation ChainGuang Jiang, Xi Liu, Zhongzhi Shi. 345-354 [doi]
- Enhancing Image Retrieval by an Exploration-Exploitation ApproachLuca Piras, Giorgio Giacinto, Roberto Paredes. 355-365 [doi]
- Finding Correlations between 3-D Surfaces: A Study in Asymmetric Incremental Sheet FormingM. Sulaiman Khan, Frans Coenen, Clare Dixon, Subhieh El-Salhi. 366-379 [doi]
- Combination of Physiological and Behavioral Biometric for Human IdentificationEmdad Hossain, Girija Chetty. 380-393 [doi]
- Detecting Actions by Integrating Sequential Symbolic and Sub-symbolic Information in Human Activity RecognitionMichael Glodek, Friedhelm Schwenker, Günther Palm. 394-404 [doi]
- Computer Recognition of Facial Expressions of EmotionEwa Piatkowska, Jerzy Martyna. 405-414 [doi]
- Outcome Prediction for Patients with Severe Traumatic Brain Injury Using Permutation Entropy Analysis of Electronic Vital Signs DataKonstantinos Kalpakis, Shiming Yang, Peter Fu-Ming Hu, Colin F. Mackenzie, Lynn G. Stansbury, Deborah M. Stein, Thomas M. Scalea. 415-426 [doi]
- EEG Signals Classification Using a Hybrid Method Based on Negative Selection and Particle Swarm OptimizationNasser Omer Sahel Ba-Karait, Siti Mariyam Shamsuddin, Rubita Sudirman. 427-438 [doi]
- DAGSVM vs. DAGKNN: An Experimental Case Study with Benthic Macroinvertebrate DatasetHenry Joutsijoki, Martti Juhola. 439-453 [doi]
- Lung Nodules Classification in CT Images Using Shannon and Simpson Diversity Indices and SVMLeonardo Barros Nascimento, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva. 454-466 [doi]
- Comparative Analysis of Feature Selection Methods for Blood Cell Recognition in LeukemiaTomasz Staroszczyk, Stanislaw Osowski, Tomasz Markiewicz. 467-481 [doi]
- Classification of Breast Tissues in Mammographic Images in Mass and Non-mass Using McIntosh's Diversity Index and SVMPéterson Moraes de Sousa Carvalho, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva. 482-494 [doi]
- A Semi-Automated Approach to Building Text Summarisation ClassifiersMatias Garcia-Constantino, Frans Coenen, P. J. Noble, Alan Radford, Christian Setzkorn. 495-509 [doi]
- A Pattern Recognition System for Malicious PDF Files DetectionDavide Maiorca, Giorgio Giacinto, Igino Corona. 510-524 [doi]
- Text Categorization Using an Ensemble Classifier Based on a Mean Co-association MatrixLuís Moreira-Matias, João Mendes-Moreira, João Gama, Pavel Brazdil. 525-539 [doi]
- A Pattern Discovery Model for Effective Text MiningLuepol Pipanmaekaporn, Yuefeng Li. 540-554 [doi]
- Investigating Usage of Text Segmentation and Inter-passage Similarities to Improve Text Document ClusteringShashank Paliwal, Vikram Pudi. 555-565 [doi]
- Mining Ranking Models from Dynamic Network DataLucrezia Macchia, Michelangelo Ceci, Donato Malerba. 566-577 [doi]
- Machine Learning-Based Classification of Encrypted Internet TrafficTalieh Seyed Tabatabaei, Mostafa Adel, Fakhri Karray, Mohamed Kamel. 578-592 [doi]
- Application of Bagging, Boosting and Stacking to Intrusion DetectionIwan Syarif, Ed Zaluska, Adam Prügel-Bennett, Gary Wills. 593-602 [doi]
- Classification of Elementary Stamp Shapes by Means of Reduced Point Distance Histogram RepresentationPawel Forczmanski, Dariusz Frejlichowski. 603-616 [doi]
- A Multiclassifier Approach for Drill Wear PredictionAlberto Díez, Alberto Carrascal. 617-630 [doi]
- Measuring the Dynamic Relatedness between Chinese Entities Orienting to News CorpusZhishu Wang, Jing Yang 0001, Xin Lin. 631-644 [doi]
- Prediction of Telephone User Attributes Based on Network Neighborhood InformationCarlos Herrera-Yagüe, Pedro J. Zufiria. 645-659 [doi]
- A Hybrid Approach to Increase the Performance of Protein Folding Recognition Using Support Vector MachinesLavneet Singh, Girija Chetty, Dharmendra Sharma. 660-668 [doi]