Abstract is missing.
- Data Clustering: User s DilemmaAnil K. Jain. 1 [doi]
- On Concentration of Discrete Distributions with Applications to Supervised Learning of ClassifiersMagnus Ekdahl, Timo Koski. 2-16 [doi]
- Comparison of a Novel Combined ECOC Strategy with Different Multiclass Algorithms Together with Parameter Optimization MethodsMarco Hülsmann, Christoph M. Friedrich. 17-31 [doi]
- Multi-source Data Modelling: Integrating Related Data to Improve Model PerformancePaul R. Trundle, Daniel Neagu, Qasim Chaudhry. 32-46 [doi]
- An Empirical Comparison of Ideal and Empirical ROC-Based Reject RulesClaudio Marrocco, Mario Molinara, Francesco Tortorella. 47-60 [doi]
- Outlier Detection with Kernel Density FunctionsLongin Jan Latecki, Aleksandar Lazarevic, Dragoljub Pokrajac. 61-75 [doi]
- Generic Probability Density Function Reconstruction for Randomization in Privacy-Preserving Data MiningVincent Yan Fu Tan, See-Kiong Ng. 76-90 [doi]
- An Incremental Fuzzy Decision Tree Classification Method for Mining Data StreamsTao Wang, Zhoujun Li, Yuejin Yan, Huowang Chen. 91-103 [doi]
- On the Combination of Locally Optimal Pairwise ClassifiersGero Szepannek, Bernd Bischl, Claus Weihs. 104-116 [doi]
- An Agent-Based Approach to the Multiple-Objective Selection of Reference VectorsIreneusz Czarnowski, Piotr Jedrzejowicz. 117-130 [doi]
- On Applying Dimension Reduction for Multi-labeled ProblemsMoonhwi Lee, Cheong Hee Park. 131-143 [doi]
- Nonlinear Feature Selection by Relevance Feature Vector MachineHaibin Cheng, Haifeng Chen, Guofei Jiang, Kenji Yoshihira. 144-159 [doi]
- Affine Feature Extraction: A Generalization of the Fukunaga-Koontz TransformationWenbo Cao, Robert M. Haralick. 160-173 [doi]
- A Bounded Index for Cluster ValiditySandro Saitta, Benny Raphael, Ian F. C. Smith. 174-187 [doi]
- Varying Density Spatial Clustering Based on a Hierarchical TreeXuegang Hu, Dongbo Wang, Xindong Wu. 188-202 [doi]
- Kernel MDL to Determine the Number of ClustersIvan O. Kyrgyzov, Olexiy O. Kyrgyzov, Henri Maître, Marine Campedel. 203-217 [doi]
- Critical Scale for Unsupervised Cluster DiscoveryTomoya Sakai, Atsushi Imiya, Takuto Komazaki, Shiomu Hama. 218-232 [doi]
- Minimum Information Loss Cluster Analysis for Categorical DataJiri Grim, Jan Hora. 233-247 [doi]
- A Clustering Algorithm Based on Generalized StarsAirel Pérez Suárez, José E. Medina-Pagola. 248-262 [doi]
- Evolving Committees of Support Vector MachinesD. Valincius, Antanas Verikas, Marija Bacauskiene, Adas Gelzinis. 263-275 [doi]
- Choosing the Kernel Parameters for the Directed Acyclic Graph Support Vector MachinesKuo-Ping Wu, Sheng-De Wang. 276-285 [doi]
- Data Selection Using SASH Trees for Support Vector MachinesChaofan Sun, Ricardo Vilalta. 286-295 [doi]
- Dynamic Distance-Based Active Learning with SVMJun Jiang, Horace Ho-Shing Ip. 296-309 [doi]
- Off-Line Learning with Transductive Confidence Machines: An Empirical EvaluationStijn Vanderlooy, Laurens van der Maaten, Ida G. Sprinkhuizen-Kuyper. 310-323 [doi]
- Transductive Learning from Relational DataMichelangelo Ceci, Annalisa Appice, Nicola Barile, Donato Malerba. 324-338 [doi]
- A Novel Rule Ordering Approach in Classification Association Rule MiningYanbo J. Wang, Qin Xin, Frans Coenen. 339-348 [doi]
- Distributed and Shared Memory Algorithm for Parallel Mining of Association RulesJosé Hernández Palancar, O. Fraxedas Tormo, J. Festón Cárdenas, Raudel Hernández-León. 349-363 [doi]
- Analyzing the Performance of Spam Filtering Methods When Dimensionality of Input Vector ChangesJosé Ramon Méndez, B. Corzo, Daniel Glez-Peña, Florentino Fernández Riverola, Fernando Díaz. 364-378 [doi]
- Blog Mining for the Fortune 500James Geller, Sapankumar Parikh, Sriram Krishnan. 379-391 [doi]
- A Link-Based Rank of Postings in NewsgroupHongbo Liu, Jiahai Yang, Jiaxin Wang, Yu Zhang. 392-403 [doi]
- A Comparative Study of Unsupervised Machine Learning and Data Mining Techniques for Intrusion DetectionReza Sadoddin, Ali A. Ghorbani. 404-418 [doi]
- Long Tail Attributes of Knowledge Worker Intranet InteractionsPeter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida. 419-433 [doi]
- A Case-Based Approach to Anomaly Intrusion DetectionAlessandro Micarelli, Giuseppe Sansonetti. 434-448 [doi]
- Sensing Attacks in Computers Networks with Hidden Markov ModelsDavide Ariu, Giorgio Giacinto, Roberto Perdisci. 449-463 [doi]
- FIDS: Monitoring Frequent Items over Distributed Data StreamsRobert Fuller, Mehmed M. Kantardzic. 464-478 [doi]
- Mining Maximal Frequent Itemsets in Data Streams Based on FP-TreeFujiang Ao, Yuejin Yan, Jian Huang, Kedi Huang. 479-489 [doi]
- CCIC: Consistent Common Itemsets ClassifierYohji Shidara, Atsuyoshi Nakamura, Mineichi Kudo. 490-498 [doi]
- Development of an Agreement Metric Based Upon the RAND Index for the Evaluation of Dimensionality Reduction Techniques, with Applications to Mapping Customer DataStephen France, Douglas Carroll. 499-517 [doi]
- A Sequential Hybrid Forecasting System for Demand PredictionLuis Aburto, Richard Weber. 518-532 [doi]
- A Unified View of Objective Interestingness MeasuresCéline Hébert, Bruno Crémilleux. 533-547 [doi]
- Comparing State-of-the-Art Collaborative Filtering SystemsLaurent Candillier, Frank Meyer, Marc Boullé. 548-562 [doi]
- Reducing the Dimensionality of Vector Space Embeddings of GraphsKaspar Riesen, Vivian Kilchherr, Horst Bunke. 563-573 [doi]
- PE-PUC: A Graph Based PU-Learning Approach for Text ClassificationShuang Yu, Chunping Li. 574-584 [doi]
- Efficient Subsequence Matching Using the Longest Common Subsequence with a Dual Match IndexTae Sik Han, Seung-Kyu Ko, Jaewoo Kang. 585-600 [doi]
- A Direct Measure for the Efficacy of Bayesian Network Structures Learned from DataGary Holness. 601-615 [doi]
- A New Combined Fractal Scale Descriptor for Gait SequenceLi Cui, Hua Li. 616-627 [doi]
- Palmprint Recognition by Applying Wavelet Subband Representation and Kernel PCAMurat Ekinci, Murat Aykut. 628-642 [doi]
- A Filter-Refinement Scheme for 3D Model Retrieval Based on Sorted Extended Gaussian Image HistogramZhiwen Yu, Shaohong Zhang, Hau-San Wong, Jiqi Zhang. 643-652 [doi]
- Fast-Maneuvering Target Seeking Based on Double-Action Q-LearningDaniel C. K. Ngai, Nelson Hon Ching Yung. 653-666 [doi]
- Mining Frequent Trajectories of Moving Objects for Location PredictionMikolaj Morzy. 667-680 [doi]
- Categorizing Evolved CoreWar Warriors Using EM and Attribute EvaluationDoni Pracner, Nenad Tomasev, Milos Radovanovic, Mirjana Ivanovic. 681-693 [doi]
- Restricted Sequential Floating Search Applied to Object SelectionJosé Arturo Olvera-López, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa. 694-702 [doi]
- Color Reduction Using the Combination of the Kohonen Self-Organized Feature Map and the Gustafson-Kessel Fuzzy AlgorithmKonstantinos Zagoris, Nikos Papamarkos, Ioannis Koustoudis. 703-715 [doi]
- A Hybrid Algorithm Based on Evolution Strategies and Instance-Based Learning, Used in Two-Dimensional Fitting of Brightness Profiles in Galaxy ImagesJuan Carlos Gomez, Olac Fuentes. 716-726 [doi]
- Gait Recognition by Applying Multiple Projections and Kernel PCAMurat Ekinci, Murat Aykut, Eyüp Gedikli. 727-741 [doi]
- A Machine Learning Approach to Test Data Generation: A Case Study in Evaluation of Gene FindersHenning Christiansen, Christina Mackeprang Dahmcke. 742-755 [doi]
- Discovering Plausible Explanations of Carcinogenecity in Chemical CompoundsEva Armengol. 756-769 [doi]
- One Lead ECG Based Personal Identification with Feature Subspace EnsemblesHugo Silva, Hugo Gamboa, Ana L. N. Fred. 770-783 [doi]
- Classification of Breast Masses in Mammogram Images Using Ripley s K Function and Support Vector MachineLeonardo de Oliveira Martins, Erick Corrêa da Silva, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass. 784-794 [doi]
- Selection of Experts for the Design of Multiple Biometric SystemsRoberto Tronci, Giorgio Giacinto, Fabio Roli. 795-809 [doi]
- Multi-agent System Approach to React to Sudden Environmental ChangesSarunas Raudys, Antanas Mitasiunas. 810-823 [doi]
- Equivalence Learning in Protein ClassificationAttila Kertész-Farkas, András Kocsor, Sándor Pongor. 824-837 [doi]
- Statistical Identification of Key Phrases for Text ClassificationFrans Coenen, Paul H. Leng, Robert Sanderson, Yanbo J. Wang. 838-853 [doi]
- Probabilistic Model for Structured Document MappingGuillaume Wisniewski, Francis Maes, Ludovic Denoyer, Patrick Gallinari. 854-867 [doi]
- Application of Fractal Theory for On-Line and Off-Line Farsi Digit RecognitionSaeed Mozaffari, Karim Faez, Volker Märgner. 868-882 [doi]
- Hybrid Learning of Ontology ClassesJens Lehmann. 883-898 [doi]
- Discovering Relations Among Entities from XML DocumentsYangyang Wu, Qing Lei, Wei Luo, Harou Yokota. 899-910 [doi]