Table of Contents

• Financial Time Series Segmentation based on Specialized Binary Tree RepresentationTak-Chung Fu, Fu-Lai Chung, Chak-man Ng. 3-9
• Clustering of Bi-Dimensional and Heterogeneous Time Series: Application to Social Sciences DataRémi Gaudin, Sylvaine Barbier, Nicolas Nicoloyannis, Maks Banens. 10-16
• Cost-Sensitive Analysis in Multiple Time Series PredictionChamila Walgampaya, Mehmed M. Kantardzic. 17-23
• Time Series as a Point - A Novel Approach for Time Series Cluster VisualizationR. Pradeep Kumar, P. Nagabhushan. 24-29
• Mining of Stock Data: Intra- and Inter-Stock Pattern Associative ClassificationJo Ting, Tak-Chung Fu, Fu-Lai Chung. 30-36
• The Impact of Preprocessing on Support Vector Regression and Neural Networks in Time Series PredictionSven F. Crone, Jose Guajardo, Richard Weber. 37-44
• Sequential and Parallel Rule Extraction from a Concept LatticeGuillermo Tonsmann. 45-50
• Comparison and Analysis of Mutation-based Evolutionary Algorithms for ANN Parameters OptimizationKristina Davoian, Alexander Reichel, Wolfram-Manfred Lippe. 51-56
• Hyper-Rectangular and k-Nearest-Neighbor Models in Stochastic DiscriminationIryna Skrypnyk, Tin Kam Ho. 57-63
• Knowledge Discovery in Membership Functions in Fuzzy ModelingYi-kun Tao, Jun Meng. 64-72
• Development of a Multi-Classifier Approach for Multilingual Text CategorizationChung-Hong Lee, Hsin-Chang Yang, Ting-Chung Chen, Sheng-Min Ma. 73-77
• Arabic Text Classification Using N-Gram Frequency Statistics A Comparative StudyLaila Khreisat. 78-82
• Effect of Document Representation on the Performance of Medical Document ClassificationFathi H. Saad, Beatriz de la Iglesia, Duncan G. Bell. 83-89
• Towards Using Fewer Features for Text ClassificationYuan Yuan, Tianyang Gu. 90-96
• Biomedical Hypothesis Generation and Testing by Evolutionary ComputationRobert Kozma, Anna L. Buczak. 97-106
• An Algorithm for the Discovery of Arbitrary Length Ordinal Association RulesAlina Campan, Gabriela Serban, Traian Marius Truta, Andrian Marcus. 107-113
• Design of a data mining framework to mine generalized association rules in a web-based GISSebastian Haehnel, Johannes Hauf, Thomas Kudrass. 114-117
• Pattern-Based Transformation Approach to Relational Domain Learning Using Dynamic Aggregation for Relational AttributesRayner Alfred, Dimitar Kazakov. 118-124
• Discovering of Frequent Itemsets with CP-mine AlgorithmNuansri Denwattana, Yutthana Treewai. 125-131
• Modeling of the counter-examples and association rules interestingness measures behaviorBenoît Vaillant, Stéphane Lallich, Philippe Lenca. 132-137
• An Overview of Associative ClassifiersYanmin Sun, Andrew K. C. Wong, Yang Wang. 138-143
• Association Rule Mining from XML DataQin Ding, Gnanasekaran Sundarraj. 144-152
• Enhancing Data Preparation Processes Using Triggers For Active DatawarehousingKanana Ezekiel, Farhi Marir. 153-160
• Importance of Data Mining in the Assessment of Anoxic Problem from Estuarine Monitoring DataPing Wang, Richard Batiuk, Lewis C. Linker, Mary Ellen Ley. 161-167
• Optimal Multi-class Classification with Principal ComponentsAlbert Hoang. 168-174
• Differential Friendly Neighbors Algorithm for Differential Relationships Based Gene Selection and Classification using Microarray DataKaruturi R. Krishna Murthy, Silvia Wong, Wing-Kin Sung, Lance D. Miller. 175-181
• Performance Evaluation of Two Data Mining Techniques of Network Alarms AnalysisJacques-H. Bellec, M. Tahar Kechadi, Joe Carthy. 182-188
• Quantification of a Privacy Preserving Data Mining TransformationMohammed Ketel. 189-196
• Parallel Hybrid Clustering using Genetic Programming and Multi-Objective Fitness with Density (PYRAMID)Junping Sun, William Sverdlik, Samir Tout. 197-203
• Detecting Cheats In Online Student Assessments Using Data MiningGenadiy Burlak, Jaime Muñoz, Alberto Ochoa, José Alberto Hernández. 204-210
• On Novelty Evaluation of Potentially Useful PatternsYing Xie, Manmathasivaram Nagarajan, Vijay V. Raghavan, Hisham Haddad. 211-217
• Mining Complete Hybrid Sequential PatternsChichang Jou. 218-223
• A Medical Claim Fraud/Abuse Detection System based on Data Mining: A Case Study in ChilePedro A. Ortega, Cristián J. Figueroa, Gonzalo A. Ruz. 224-231
• Anomaly Detection Using the Dempster-Shafer MethodQi Chen, Uwe Aickelin. 232-240
• Discovering Assignment Rules in Workforce Schedules Using Data MiningJihong Yan. 241-245
• Privacy-Preserving Bayesian Network Learning From Heterogeneous Distributed DataJianjie Ma, Krishnamoorthy Sivakumar. 246-252
• Data Mining Techniques to Study Therapy Success with Autistic ChildrenGondy Leroy, Annika Irmscher, Marjorie H. Charlop-Christy, Sarah Kuriakose, Alefiyah Pishori, Lorryana Wurzman, Aria Ash-Rafzadeh, Michelle Seffrood, Stephanie Buxton. 253-259
• Application of data warehouse technology in power analysisXiaoguang Hong, Juan Chu. 260-266
• 2006 International Workshop on the Application of Data Mining to Security Control: ForewordBon Sy. 267-268
• Profiling and Clustering Internet HostsSongjie Wei, Jelena Mirkovic, Ezra Kissel. 269-275
• An efficient SOM-based pre-processing to improve the discovery of frequent patterns in alarm logsFrançoise Fessant, Fabrice Clérot. 276-282
• Extracting Forensic Explanation from Intrusion AlertsBon Sy, Negmat Mullodzhanov. 283-289
• Privacy Preserving in Clustering using Fuzzy SetsS. Srinivasa Rao 0002, K. V. S. V. N. Raju, P. Kusuma Kumari. 290-295
• Structural Analysis and Destabilizing Terrorist NetworksNasrullah Memon, Henrik Legind Larsen. 296-302
• Digital Video WaterMarking System Using Audio Information of Image Discrete Frequency on Improved Security Through Pre-PreocessingKyung-Sang Sung, Jung-jae Kim, Moon-Seog Jun, Hae-Seok Oh. 303-308
• Novel Evaluation Framework of Intrusion Detection Systems with Respect to Security PoliciesNegmat Mullodzhanov. 309-316
• Back-propagation DEAAli Emrouznejad. 317-320
• Data Mining of Air Traffic Control Operational ErrorsZohreh Nazeri. 321-324
• Revised Aggregation-tree Used in Metadata Extraction from SVG ImagesShuju Bai, Abdus Salam, Ebrahim Khosravi. 325-328
• Use of Multivariate Data Analysis for Lumber Drying Process Monitoring and Fault DetectionMouloud Amazouz, Radu Pantea. 329-332
• Development of an Optimal Neural Network for Avalanche Forecast in Himalayan RegionRashpal Kaur, Mahesh Bansal, Atul Parti, V. Rihani. 333-336
• A Study on Web-Usage Mining Control System of using Page ScrollIl Kim, Bong Joon Choi, Kyoo Seok Park. 337-342
• Indexing Spatio-Temporal Trajectories with Orthogonal PolynomialsElena Braynova. 343-348
• The Kernel Topological MachineAndrás Kocsor. 349-352
• Rough Set Theory: Approach for Similarity Measure in Cluster AnalysisShuchita Upadhyaya, Alka Arora, Rajni Jain. 353-356
• Feature Similarity Based Redundancy Reduction for Gene SelectionXuezheng Fu, Feng Tan, Hao Wang, Yanqing Zhang, Robert W. Harrison. 357-360
• Ensemble Selection Using Diversity NetworksQiang Ye, Paul W. Munro. 361-363
• Reverse Tree ClusteringCasey Bartman, Jamal R. Alsabbagh. 364-367
• Use of Data Mining to Determine Cheating in Online Student AssessmentAlberto Ochoa, Amol Wagholikar. 368-371
• Class Selection Avoiding Key-like Property for Better Precise RulesHyontai Sug. 372-375
• Research on Classification of Printing Fault Using Support Vector MachinesYe-Li Li, Ya-Li Qi. 376-382
• A Fuzzy Neural Based Data Classification SystemLuong Trung Tuan, Suet Peng Yong. 383-388
• Discovering Accurate and Interesting Classification Rules Using Genetic AlgorithmJanaki Gopalan, Reda Alhajj, Ken Barker. 389-395
• Parameter Sensitivity of Support Vector Regression and Neural Networks for ForecastingSven F. Crone, Stefan Lessmann, Swantje Pietsch. 396-402
• A Comparison of DWT/PAA and DFT for Time Series ClassificationAnthony J. Bagnall, Ian Whittley, Gareth J. Janacek, Kate Kemsley, Matthew Studley, Larry Bull. 403-409
• Color Image Segmentation Using Pulse-Coupled Neural Network for Locusts DetectionXuemei Xiong, Yiming Wang, Xiaochao Zhang. 410-413
• Random Forest and PCA for Self-Organizing Maps based Automatic Music Genre DiscriminationXin Jin, Rongfang Bie. 414-417
• MF-tree: Extracting and Clustering the Structural Features from Music Object in MusicXMLYu-Chih Shen, Jia-Lien Hsu, Shuk-Chun Chung. 418-424
• A Comparison of Two Document Clustering Approaches for Clustering Medical DocumentsFathi H. Saad, Beatriz de la Iglesia, Duncan G. Bell. 425-431
• Efficient Discovery of Knowledge from Large Geo-Spatial Databases: An Evolutionary ApproachAshkan Zarnani, Masoud Rahgozar, Caro Lucas. 432