Table of Contents

• On ECOC as Binary Ensemble ClassifiersJ. Ko, E. Kim. 1-10 [doi]
• Incremental Classification Rules Based on Association Rules Using Formal Concept AnalysisAnamika Gupta, Naveen Kumar, Vasudha Bhatnagar. 11-20 [doi]
• Parameter Inference of Cost-Sensitive Boosting AlgorithmsYanmin Sun, Andrew K. C. Wong, Yang Wang. 21-30 [doi]
• Finite Mixture Models with Negative ComponentsBaibo Zhang, Changshui Zhang. 31-41 [doi]
• MML-Based Approach for Finite Dirichlet Mixture Estimation and SelectionNizar Bouguila, Djemel Ziou. 42-51 [doi]
• Principles of Multi-kernel Data MiningVadim Mottl, Olga Krasotkina, Oleg Seredin, Ilya B. Muchnik. 52-61 [doi]
• Comparative Analysis of Genetic Algorithm, Simulated Annealing and Cutting Angle Method for Artificial Neural NetworksRanadhir Ghosh, Moumita Ghosh, John Yearwood, Adil M. Bagirov. 62-70 [doi]
• Determining Regularization Parameters for Derivative Free Neural LearningRanadhir Ghosh, Moumita Ghosh, John Yearwood, Adil M. Bagirov. 71-79 [doi]
• A Comprehensible SOM-Based Scoring SystemJohan Huysmans, Bart Baesens, Jan Vanthienen. 80-89 [doi]
• The Convex Subclass Method: Combinatorial Classifier Based on a Family of Convex SetsIchigaku Takigawa, Mineichi Kudo, Atsuyoshi Nakamura. 90-99 [doi]
• SSC: Statistical Subspace ClusteringLaurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet. 100-109 [doi]
• Understanding Patterns with Different Subspace ClassificationGero Szepannek, Karsten Luebke, Claus Weihs. 110-119 [doi]
• Using Clustering to Learn Distance Functions for Supervised Similarity AssessmentChristoph F. Eick, Alain Rouhana, Abraham Bagherjeiran, Ricardo Vilalta. 120-131 [doi]
• Linear Manifold ClusteringRobert M. Haralick, Rave Harpaz. 132-141 [doi]
• Universal Clustering with Regularization in Probabilistic SpaceVladimir Nikulin, Alex J. Smola. 142-152 [doi]
• Acquisition of Concept Descriptions by Conceptual ClusteringSilke Jänichen, Petra Perner. 153-162 [doi]
• Clustering Large Dynamic Datasets Using Exemplar PointsWilliam Sia, Mihai M. Lazarescu. 163-173 [doi]
• Birds of a Feather Surf Together: Using Clustering Methods to Improve Navigation Prediction from Internet Log FilesMartin Halvey, Mark T. Keane, Barry Smyth. 174-183 [doi]
• Alarm Clustering for Intrusion Detection Systems in Computer NetworksGiorgio Giacinto, Roberto Perdisci, Fabio Roli. 184-193 [doi]
• Clustering Document Images Using Graph SummariesEugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin. 194-202 [doi]
• Feature Selection Method Using Preferences AggregationGaëlle Legrand, Nicolas Nicoloyannis. 203-217 [doi]
• Ranked Modelling with Feature Selection Based on the ::::CPL:::: Criterion FunctionsLeon Bobrowski. 218-227 [doi]
• A Grouping Method for Categorical Attributes Having Very Large Number of ValuesMarc Boullé. 228-242 [doi]
• Unsupervised Learning of Visual Feature HierarchiesFabien Scalzo, Justus H. Piater. 243-252 [doi]
• Multivariate Discretization by Recursive Supervised Bipartition of GraphSylvain Ferrandiz, Marc Boullé. 253-264 [doi]
• CorePhrase: Keyphrase Extraction for Document ClusteringKhaled M. Hammouda, Diego N. Matute, Mohamed S. Kamel. 265-274 [doi]
• A New Multidimensional Feature Transformation for Linear Classifiers and Its ApplicationsEunSang Bak. 275-284 [doi]
• Comparison of FLDA, MLP and SVM in Diagnosis of Lung NoduleAristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Alexandre César Muniz de Oliveira. 285-294 [doi]
• Diagnosis of Lung Nodule Using Reinforcement Learning and Geometric MeasuresAristófanes Corrêa Silva, Valdeci Ribeiro da Silva Jr., Areolino de Almeida Neto, Anselmo Cardoso de Paiva. 295-304 [doi]
• Iris Recognition Algorithm Based on Point Covering of High-Dimensional Space and Neural NetworkWenming Cao, Jianhui Hu, Gang Xiao, Shoujue Wang. 305-313 [doi]
• Automatic Clinical Image Segmentation Using Pathological Modelling, PCA and SVMShuo Li, Thomas Fevens, Adam Krzyzak, Song Li. 314-324 [doi]
• Improved MRI Mining by Integrating Support Vector Machine Priors in the Bayesian RestorationDimitris A. Karras, Basil G. Mertzios, D. Graveron-Demilly, D. van Ormondt. 325-333 [doi]
• Prediction of Secondary Protein Structure Content from Primary Sequence Alone - A Feature Selection Based ApproachLukasz A. Kurgan, Leila Homaeian. 334-345 [doi]
• Alternative Clustering by Utilizing Multi-objective Genetic Algorithm with Linked-List Based Chromosome EncodingJun Du, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker. 346-355 [doi]
• Embedding Time Series Data for ClassificationAkira Hayashi, Yuko Mizuhara, Nobuo Suematsu. 356-365 [doi]
• Analysis of Time Series of Graphs: Prediction of Node Presence by Means of Decision Tree LearningHorst Bunke, Peter J. Dickinson, Christophe Irniger, Miro Kraetzl. 366-375 [doi]
• Disjunctive Sequential Patterns on Single Data Sequence and Its Anti-monotonicityKazuhiro Shimizu, Takao Miura. 376-383 [doi]
• Mining Expressive Temporal Associations from Complex DataKeith A. Pray, Carolina Ruiz. 384-394 [doi]
• Statistical Supports for Frequent Itemsets on Data StreamsPierre-Alain Laur, Jean-Emile Symphor, Richard Nock, Pascal Poncelet. 395-404 [doi]
• Autonomous Vehicle Steering Based on Evaluative Feedback by Reinforcement LearningKlaus-Dieter Kuhnert, Michael Krödel. 405-414 [doi]
• Cost Integration in Multi-step Viewpoint Selection for Object RecognitionChristian Derichs, Frank Deinzer, Heinrich Niemann. 415-425 [doi]
• Support Vector Machine Experiments for Road Recognition in High Resolution ImagesJ. Y. Lai, Arcot Sowmya, John Trinder. 426-436 [doi]
• An Automatic Face Recognition System in the Near Infrared SpectrumShuyan Zhao, Rolf-Rainer Grigat. 437-444 [doi]
• Hierarchical Partitions for Content Image Retrieval from Large-Scale DatabaseDmitry Kinoshenko, Vladimir Mashtalir, Elena Yegorova, Vladimir Vinarsky. 445-455 [doi]
• Optimising the Choice of Colours of an Image Database for DichromatsVassili A. Kovalev, Maria Petrou. 456-465 [doi]
• An Approach to Mining Picture Objects Based on Textual CuesAdeoye I. Adegorite, Otman A. Basir, Mohamed S. Kamel, Khaled B. Shaban. 466-475 [doi]
• Activity and Motion Detection Based on Measuring Texture ChangeLongin Jan Latecki, Roland Miezianko, Dragoljub Pokrajac. 476-486 [doi]
• A New Approach to Human Motion Sequence Recognition with Application to Diving ActionsShiming Xiang, Changshui Zhang, Xiaoping Chen, Naijiang Lu. 487-496 [doi]
• Dominant Plane Detection Using Optical Flow and Independent Component AnalysisNaoya Ohnishi, Atsushi Imiya. 497-506 [doi]
• Neural Expert Model Applied to Phonemes RecognitionHalima Bahi, Mokhtar Sellami. 507-515 [doi]
• An Evidential Reasoning Approach to Weighted Combination of Classifiers for Word Sense DisambiguationCuong Anh Le, Van-Nam Huynh, Akira Shimazu. 516-525 [doi]
• Signature-Based Approach for Intrusion DetectionBon K. Sy. 526-536 [doi]
• Discovery of Hidden Correlations in a Local Transaction Database Based on Differences of CorrelationsTsuyoshi Taniguchi, Makoto Haraguchi, Yoshiaki Okubo. 537-548 [doi]
• An Integrated Approach for Mining Meta-rulesFeiyue Ye, Jiandong Wang, Shiliang Wu, Huiping Chen, Tianqiang Huang, Li Tao. 549-557 [doi]
• Data Mining on Crash Simulation DataAnnette Kuhlmann, Ralf-Michael Vetter, Christoph Lübbing, Clemens-August Thole. 558-569 [doi]
• Pattern Mining Across Domain-Specific Text CollectionsLee Gillam, Khurshid Ahmad. 570-579 [doi]
• Text Classification Using Small Number of FeaturesMasoud Makrehchi, Mohamed S. Kamel. 580-589 [doi]
• Low-Level Cursive Word Representation Based on Geometric DecompositionJian-xiong Dong, Adam Krzyzak, Ching Y. Suen, Dominique Ponson. 590-599 [doi]
• Supervised Evaluation of Dataset Partitions: Advantages and PracticeSylvain Ferrandiz, Marc Boullé. 600-609 [doi]
• Inference on Distributed Data ClusteringJosenildo Costa da Silva, Matthias Klusch. 610-619 [doi]
• A Novel Approach of Multilevel Positive and Negative Association Rule Mining for Spatial DatabasesLokesh Kumar Sharma, Om Prakash Vyas, Uma Shanker Tiwary, Ranjana Vyas. 620-629 [doi]
• Mixture Random Effect Model Based Meta-analysis for Medical Data MiningYinglong Xia, Shifeng Weng, Changshui Zhang, Shao Li. 630-640 [doi]
• Semantic Analysis of Association Rules via Item Response TheoryShinichi Hamano, Masako Sato. 641-650 [doi]
• Temporal Approach to Association Rule Mining Using T-Tree and P-TreeKeshri Verma, Om Prakash Vyas, Ranjana Vyas. 651-659 [doi]
• Aquaculture Feature Extraction from Satellite Image Using Independent Component AnalysisJong Gyu Han, Kwang Hoon Chi, Yeon Kwang Yeon. 660-666 [doi]
• Modeling the Organoleptic Properties of Matured Wine DistillatesSotiris B. Kotsiantis, George E. Tsekouras, C. Raptis, Panayiotis E. Pintelas. 667-673 [doi]
• Bagging Random Trees for Estimation of Tissue SoftnessSotiris B. Kotsiantis, George E. Tsekouras, Panayiotis E. Pintelas. 674-681 [doi]
• Concept Mining for Indexing Medical LiteratureIsabelle Bichindaritz, Sarada Akkineni. 682-691 [doi]