Table of Contents

• Data Mining of Modulation Types Using Cyclostationarity-Based Decision TreeHaifeng Xiao, Chunhua Chen, Wei Su, John A. Kosinski, Yun Q. Shi. 3-9
• A Novel Scheme for the Detection of an Unknown Class in ClassificationMingjun Song, Sanguthevar Rajasekaran. 10-13
• A Micro-Clustering Based Method for Multi-Class Classification in Multi-Relational DatabasesReena Srivastava, Manoj Gore. 14-20
• Token List Based Data Searching in a Multi-Dimensional Massive DatabaseTing Li, Haiying Shen, Anthony Rosequist. 21-25
• Rule Based Base Classifier Selection for Bagging AlgorithmShawkat Ali, Ben Pang, Kevin Tackle. 26-29
• Multi-Class SVM for Large Data Sets Considering Models of Classes DistributionJair Cervantes, Xiaoou Li, Wen Yu. 30-35
• Improving the Performance of XCS Classifier SystemSamira Karimi, Adel Torkaman Rahmani. 36-42
• Investigating the Relationship Between Canonical Correlation Analysis (CCA), and Signal Fraction Analysis (SFA) in Signal SeparationFatemeh Emdad, Seyed Alireza Zekavat. 43-48
• Leakage Detection by Adaptive Process ModelingJaakko Talonen, Miki Sirola, Jukka Parviainen. 49-52
• Discriminant Random ForestsTracy D. Lemmond, Andrew Hatch, Barry Chen, David Knapp, Lawrence Hiller, Marshall Mugge, William G. Hanley. 55-61
• A Neural Mining Approach for Predicting Customer Loyalty in Large Retail DatabasesCristián J. Figueroa, Jaime E. Araya. 62-70
• A Comprehensive Study in Benchmarking Feature Selection and Classification Approaches for Traditional Malay Music Genre ClassificationShahram Golzari, Shyamala Doraisamy, Noris Mohd. Norowi, Md Nasir Sulaiman, Nur Izura Udzir. 71-77
• Data Reduction and Classification based on Multiple Classifier BehaviorChunying Zhao, Gongde Guo, Xuming Huang, Tianqiang Huang, Daniel Neagu. 78-83
• Naive credal classifier 2: an extension of naive Bayes for delivering robust classificationsGiorgio Corani, Marco Zaffalon. 84-90
• Notes on Using Nonlinear Resource Allocation Methods in AIRS ClassifierShahram Golzari, Shyamala Doraisamy, Md Nasir Sulaiman, Nur Izura Udzir. 91-95
• A Hybrid Wavelet Kernel Construction for Support Vector Machine ClassificationJose George, Rajeev Kumaraswamy. 96-101
• Some Problems in Determinacy Analysis Approaches DevelopmentGrete Lind, Rein Kuusik. 102-108
• Ranking of Health Plan Members for Proactive InterventionDavid Wright. 109-113
• Using Local Node Information in Decision Trees: Coupling a Local Labeling Rule with an Off-centered EntropyNguyen-Khang Pham, Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich. 117-123
• Evolving a Locally Optimized Instance Based LearnerUlf Johansson, Rikard König, Lars Niklasson. 124-129
• 3-Functions Meta-Learner Algorithm: a Mixture of Experts Technique to Improve Regression ModelsClaudia Jeanneth Becerra, Fabio Augusto Gonzalez, Sergio Gonzalo Jimenez. 130-136
• Forecasting Vertical Acceleration Railway Wagons - A comparative studyG. M. Shafiullah, Scott Simson, Adam Thompson, Peter J. Wolfs, Shawkat Ali. 137-143
• A Two-Stage Architecture for Classification of Peer-to-Peer Traffic Using Fast Decision TreeBijan Raahemi, Ali Mumtaz. 144-149
• Learning Classifier Systems Approach for automated generation of Censored Production Rules from large data sets containing Missing and Continuous Attribute valuesSuraiya Jabin, Afshar Alam. 150-156
• Feature Weighting to Improve Class Discrimination in SubspacesIryna Skrypnyk. 157-163
• Using ANOVA to Analyze Modified Gini Index Decision Tree ClassificationQuoc-Nam Tran. 164-170
• The Influences of Number and Nature of Classifiers on Consensus Feature SelectionKyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu. 173-179
• Feature Extraction via Kernelized Signal Fraction Analysis vs Kernelized Principal Component AnalysisFatemeh Emdad, Michael Kirby, Seyed Alireza Zekavat. 180-184
• Use of Neural Networks for Integrated Assessments of Wetlands in the Gippsland region of South-east AustraliaAnne Venables, Michelle Dickson, Paul Boon. 185-190
• A New Method for Principal Component Analysis of High-Dimensional Data Using Compressive SensingSebastian Klenk, Gunther Heidemann. 191-196
• Feature Selection for Improving the Usability of Classification Results of High-Dimensional DataChristian Sassenberg, Christian Weber, Madjid Fathi, Alexander Holland, Ralf Montino. 197-201
• Towards Solving Dimension Reduction Problems for Multi-Dimensional DataYong Shi. 202-208
• Default ARTMAP Neural Networks for Classification of Anthrax Time Series from Inhalation Anthrax ModelsRui Xu, Robert S. Woodley, Donald C. Wunsch II. 211-216
• Neuro-Fuzzy Models in Real-Time Flood ForecastingDawei Han. 217-222
• Research on The Intraday Periodities Based on Maximum Overlap Discrete Wavelet TransformationsJun Wan, Sifeng Liu, Haijing Xu. 223-227
• Exploring Input Selection for Time Series ForecastingHassan Rabie, Mohammed El-Beltagy, Assem Tharwat, Said Hassan. 228-232
• Data Mining on Large Data Set for Predicting Salmon Spawning HabitatYuLong Xie, Christopher J. Murray, Timonthy P. Hanrahan, David R. Geist. 233-239
• Case Based Models to Predict Final Sales: A Test of Railway Passenger ArrivalsTsung-Hsien Tsai. 243-248
• Selecting Technical Indicators to be Used by an Artificial Neural Network for Stocks Trends PredictionMaysa Ammouri, Sameh Al-Shihabi. 249-252
• Multivariate Time Series Data Mining: PCA-based Measures For Similarity SearchLeonidas Karamitopoulos, Georgios Evangelidis, Dimitrios Dervos. 253-259
• Weight Initialization of Gaussian Neural Networks for Conditional Mean and Variance ForecastsPorntip Dechpichai, Pamela Davy. 260-266
• Forecasting Foreign Exchange Rates Using Time Delay Neural NetworksKrishna Reddy Malkareddy, Boiroju Naveen Kumar. 267-273
• Exceptional Association Rule Mining Using Genetic Network ProgrammingKaoru Shimada, Kotaro Hirasawa. 277-283
• Recommender Agent Using an Associative Item TreeSu-Jeong Ko. 284-290
• Finding Cloesed Frequent Itemsets in Linear TimeJunbo Chen, Bo Zhou, Yiqun Ding, Lu Chen. 291-297
• Multi-Dimensional Association Rules from Large Weather Data Set : A Proposed MethodologyRajendra Sahu, Rajul Anand, Ravi Agrawal, Abhishek Vaid, Santosh Kanojia. 298-303
• Combined AND/OR Association RuleKelly Kingchi Yip, David A. Nembhard. 304-308
• A New Algorithm for Discovery Maximal Frequent ItemsetsMohammad-Hossein Nadimi-Shahraki, Norwati Mustapha, Md Nasir Sulaiman, Ali B. Mamat. 309-312
• Eliminating Redundant Association Rules in Multi-Level DatasetsGavin Shaw, Yue Xu, Shlomo Geva. 313-319
• Uncertain Measure of Knowledge Based on Generalized Rough Sets in Incomplete Infomration SystemsMing He, Wei Li. 323-327
• A New Construction of Classification Based on Asymmetrical Fuzzy Cognitive MapBingru Yang, Zhen Peng. 328-332
• KDD and Its Applications in Automotive Sector - A Brief SurveySetu Madhavi Namburu, Danil V. Prokhorov, Shunsuke Chigusa, Liu Qiao, Krishna R. Pattipati. 335-341
• Use of Data Mining for Incremental Modeling of Network Environment ComponentsThomas Legault, Ilham Benyahia. 342-347
• Designing an Extensible Query Language for Data MiningAfshin Salajegheh, Mohammad Reza Kangavari. 348-354
• Application of Data Mining Techniques in the Identification of Key Weather Parameters Affecting Electric Load PatternsAzzam ul Asar, Ullah Amjad. 355-361
• Data Warehousing: A Functional OverviewSrikanth Rokkam, Yijie Han. 362-369
• Naive Bayes Classifier for Extracting Bibliographic Information from Biomedical Online ArticlesJongwoo Kim, Daniel X. Le, George R. Thoma. 373-378
• Music Visualization with DISC and Structural Feature DiagramYa-Hung Tseng, Jia-Lien Hsu, Yen-Fu Li. 379-384
• Farsi Text Classification Using N-Grams and Knn Algorithm A Comparative StudyBahareh Bina, Mohamad Hasan Ahmadi, Maseud Rahgozar. 385-390
• Text Mining Post Project Reviews to Improve the Construction Project Supply Chain DesignAlok Choudhary, Jenny Harding, Patricia Carrillo, Paul Oluikpe, Nadeem Rahman. 391-397
• An Intrusion Detection Model Based on Mining Data StreamsDongJun Zong, Guojun Mao, Xindong Wu. 398-403
• Visual Novel Object Detection for Mobile RobotsXiaochun Wang, D. Mitch Wilkes. 407-413
• Data Mining For Outlier With Minimum Vector VarianceDyah Erny Herwindiati, Ery Dewajani. 414-419
• Application of Two Partial Search Methods to Euclidean Distance-Based Outlier DetectionXiaochun Wang, Xia Wang, D. Mitch Wilkes. 420-426
• Detecting Outliers in High-Dimensional Datasets with Mixed AttributesAnna Koufakou, Michael Georgiopoulos, Georgios C. Anagnostopoulos. 427-433
• An Analysis of Data Anomalies in Data Mining and Knowledge Discovery in DataMary Malone, James Dullea. 434-440
• Exploring the Role of Activation Function Type in Evolutionary Artificial Neural NetworksKristina Davoian, Wolfram-Manfred Lippe. 443-449
• Genetic Decision Lists for Concept DescriptionCecilia Sönströd, Ulf Johansson, Rikard König, Lars Niklasson. 450-456
• Distributed Probabilistic Classification of Data StreamsSedigheh Khajouei Nejad, Alireza Moazami, Farid Seifi, Mohammad Reza Kangavari, Hooman Abbasian. 457-463
• Distributed Data Mining using Ensemble Learning MethodsDjamila Mokeddem, Hafida Belbachir. 464-470
• Privacy-Preserving Classification of Horizontally Partitioned Data via Random KernelsOlvi L. Mangasarian, Edward W. Wild. 473-479
• An Efficient Privacy-Preserving Data Mining PlatformRonggong Song, Larry Korba, George Yee. 480-486
• A Brief Guide to Legal Issues for Data-minersAaron Lai, Thomas Ho, Raymond Wan. 487-493
• A Fuzzy Based Privacy Preserving k-NN ClassificationPradeep Kumar, Radha Krishna Pisipati. 494-499
• HEMIN: A Cryptographic Approach for Private k-NN ClassificationPradeep Kumar, Meena Singh, Ashutosh Saxena. 500-505
• A Novel Approach for Privacy Preserving Publication of DataV. Vallikumari, S. Ram Prasad Reddy, M. Aruna Sowjanya, B. Jhansi Vazram, K. Vsvn Raju. 506-512
• Fast Cryptographic Privacy Preserving Association Rules Mining on Distributed Homogenous Data BaseMahmoud Hussein, Ashraf El-Sisi, Nabil A. Ismail. 513-519
• An Improved Distortion Technique for Privacy Preserving Frequent Itemset MiningRavi Chandra Enaganti, Durvasula V. L. N. Somayajulu. 520-526
• Algorithms and Software for Calculating and Visualizing the Cardinality of the Grand Bounding Ball by Means of Intersection TreesRobert Barton, Sen Zhang, Katherine G. Herbert. 529-535
• Algorithms for Model-based Block Gaussian ClusteringMohamed Nadif, Gérard Govaert. 536-542
• Towards Iteratively Analyzing the Distribution of Multi-Dimensional DataYong Shi. 543-549
• Parallel Implementation of Hybrid ClusteringBaoying Wang, Aijuan Dong. 550-554
• PanKNN: A Dimension-wise Approach to Similarity Search ProblemsYong Shi, Li Zhang. 555-561
• Use of Data Mining Techniques in Understanding Home Interview Surveys Employed for Travel Demand EstimationAnand Sesham, Sai Hanuman Akundi, A. Govardhan, P. Padmanabham. 562-568
• Automated Taxonomy Generation for Summarizing Multi-Type Relational DatasetsTao Li, Sarabjot S. Anand. 571-577
• Efficient Incremental Learning with Self-Organizing Neural GroveHirotaka Inoue, Hiroyuki Narihisa. 578-582
• Genetic Algorithm Technique for Profitability Based SegmentationHarsha Aeron, Ramasubramanian Sundararajan, Tarun Bhasker, Ashwani Kumar, Moorthy Janakiraman. 583-589
• Software Metrics Analysis with Genetic Algorithm and Affinity Propagation ClusteringBingbing Yang, Xinyu Chen, Shengyong Xu, Ping Guo. 590-596
• PCS: An Efficient Clustering Method for High-Dimensional DataWei Li, Cindy Chen, Jie Wang. 597-603
• Assessing the Effectivenes of Data Mining TechniquesHosein Marzi, Craig MacNeil, Elham Marzi. 604-610
• Using Latent Semantic Analysis of Email to Detect Change in Social GroupsIan McCulloh, Eric Daimler, Kathleen Carley. 613-618
• Guided Web Content Mining Approach for Automated Meta-Rule Extraction and Information RetrievalMuhammad Nadeem, Syed Shams-ul-Haq. 619-625
• Web Page Classification exploiting Surrounding Pages with Noisy Page FilteringYuxin Wang, Keizo Oyama. 626-632
• A Framework for Improving Time-Oriented Heuristic in Estimating User Session from Web Server LogsAmithalal Caldera. 633-639
• Evaluation of Syllabus Based Web Content ExtractorSaba Hilal, S. A. M. Rizvi. 640-643
• Political Leaning Categorization by Exploring Subjectivities in Political BlogsMaojin Jiang, Shlomo Argamon. 647-653
• Query-biased Near Duplicate Web Document Detecting: Effective, Efficient and CustomizableBingfeng Pi, Shunkai Fu, Gang Zou, Jia Guo, Song Han. 654-659
• Mining User Movement Behavior Patterns in a Mobile Service EnvironmentYen-Ssu Chou, Tzung-Shi Chen. 660-666
• WebTrack: Mining and Tracking Content and Structure of WebsitesJunlan Feng, Valerie Torres, Daniel Sheleheda, Cynthia Cama. 667-673
• Categorization of Users Using Unlabeled Query LogsXiaoRan Wang, Coskun Bayrak. 674-679
• Optimization of Self-Organizing Maps Ensemble in PredictionElie Prudhomme, Stéphane Lallich. 683-688
• Finding the Interesting Rules FirstNeetu Gangal, Mirza Mohd. Sufyan Beg. 689-694
• Predicting Daily Exchange Rate Movements by Probabilistic Neural Nets based upon Point & Figure ChartsRobert Stahlbock. 695-701
• Machine Learning Approach for Classification of Zeolite CrystalsShujiang Yang, Mohammed Lach-hab, Iosif I. Vaisman, Estela Blaisten-Barojas. 702-706
• The Bior 3.1 Wavelet Transform in Multilingual Web Information RetrievalShawki A. Al-Dubaee, Nesar Ahmad. 707-713
• Approximate Computation of Object Distances by Locality-Sensitive HashingSelim Mimaroglu, Dan A. Simovici. 714-718
• Role of Conceptual Hierarchies in the Diagnosis of DiabetesSang C. Suh, Madhavi L. Valasingam. 719-724