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DMIN 2006: Las Vegas, Nevada, USA
- Sven F. Crone, Stefan Lessmann, Robert Stahlbock:
Proceedings of the 2006 International Conference on Data Mining, DMIN 2006, Las Vegas, Nevada, USA, June 26-29, 2006. CSREA Press 2006, ISBN 1-60132-004-3
Time Series Forecasting and Clustering
- Tak-Chung Fu, Fu-Lai Chung, Chak-man Ng:
Financial Time Series Segmentation based on Specialized Binary Tree Representation. DMIN 2006: 3-9 - Rémi Gaudin, Sylvaine Barbier, Nicolas Nicoloyannis, Maks Banens:
Clustering of Bi-Dimensional and Heterogeneous Time Series: Application to Social Sciences Data. DMIN 2006: 10-16 - Chamila Walgampaya, Mehmed M. Kantardzic:
Cost-Sensitive Analysis in Multiple Time Series Prediction. DMIN 2006: 17-23 - R. Pradeep Kumar, P. Nagabhushan:
Time Series as a Point - A Novel Approach for Time Series Cluster Visualization. DMIN 2006: 24-29 - Jo Ting, Tak-Chung Fu, Fu-Lai Chung:
Mining of Stock Data: Intra- and Inter-Stock Pattern Associative Classification. DMIN 2006: 30-36 - Sven F. Crone, Jose Guajardo, Richard Weber:
The Impact of Preprocessing on Support Vector Regression and Neural Networks in Time Series Prediction. DMIN 2006: 37-44
Data Mining for Computational Intelligence
- Guillermo Tonsmann:
Sequential and Parallel Rule Extraction from a Concept Lattice. DMIN 2006: 45-50 - Kristina Davoian, Alexander Reichel, Wolfram-Manfred Lippe:
Comparison and Analysis of Mutation-based Evolutionary Algorithms for ANN Parameters Optimization. DMIN 2006: 51-56 - Iryna Skrypnyk, Tin Kam Ho:
Hyper-Rectangular and k-Nearest-Neighbor Models in Stochastic Discrimination. DMIN 2006: 57-63 - Yi-kun Tao, Jun Meng:
Knowledge Discovery in Membership Functions in Fuzzy Modeling. DMIN 2006: 64-72
Text and Document Classification
- Chung-Hong Lee, Hsin-Chang Yang, Ting-Chung Chen, Sheng-Min Ma:
Development of a Multi-Classifier Approach for Multilingual Text Categorization. DMIN 2006: 73-77 - Laila Khreisat:
Arabic Text Classification Using N-Gram Frequency Statistics A Comparative Study. DMIN 2006: 78-82 - Fathi H. Saad, Beatriz de la Iglesia, Duncan G. Bell:
Effect of Document Representation on the Performance of Medical Document Classification. DMIN 2006: 83-89 - Yuan Yuan, Tianyang Gu:
Towards Using Fewer Features for Text Classification. DMIN 2006: 90-96 - Robert Kozma, Anna L. Buczak:
Biomedical Hypothesis Generation and Testing by Evolutionary Computation. DMIN 2006: 97-106
Association Rule Mining
- Alina Campan, Gabriela Serban, Traian Marius Truta, Andrian Marcus:
An Algorithm for the Discovery of Arbitrary Length Ordinal Association Rules. DMIN 2006: 107-113 - Sebastian Haehnel, Johannes Hauf, Thomas Kudrass:
Design of a data mining framework to mine generalized association rules in a web-based GIS. DMIN 2006: 114-117 - Rayner Alfred, Dimitar Kazakov:
Pattern-Based Transformation Approach to Relational Domain Learning Using Dynamic Aggregation for Relational Attributes. DMIN 2006: 118-124 - Nuansri Denwattana, Yutthana Treewai:
Discovering of Frequent Itemsets with CP-mine Algorithm. DMIN 2006: 125-131 - Benoît Vaillant, Stéphane Lallich, Philippe Lenca:
Modeling of the counter-examples and association rules interestingness measures behavior. DMIN 2006: 132-137 - Yanmin Sun, Andrew K. C. Wong, Yang Wang:
An Overview of Associative Classifiers. DMIN 2006: 138-143 - Qin Ding, Gnanasekaran Sundarraj:
Association Rule Mining from XML Data. DMIN 2006: 144-152
Data Pre-Processing and Preparations
- Kanana Ezekiel, Farhi Marir:
Enhancing Data Preparation Processes Using Triggers For Active Datawarehousing. DMIN 2006: 153-160 - Ping Wang, Richard Batiuk, Lewis C. Linker, Mary Ellen Ley:
Importance of Data Mining in the Assessment of Anoxic Problem from Estuarine Monitoring Data. DMIN 2006: 161-167 - Albert Hoang:
Optimal Multi-class Classification with Principal Components. DMIN 2006: 168-174 - Karuturi R. Krishna Murthy, Silvia Wong, Wing-Kin Sung, Lance D. Miller:
Differential Friendly Neighbors Algorithm for Differential Relationships Based Gene Selection and Classification using Microarray Data. DMIN 2006: 175-181 - Jacques-H. Bellec, M. Tahar Kechadi, Joe Carthy:
Performance Evaluation of Two Data Mining Techniques of Network Alarms Analysis. DMIN 2006: 182-188 - Mohammed Ketel:
Quantification of a Privacy Preserving Data Mining Transformation. DMIN 2006: 189-196
Novelty and Outlier Detection
- Junping Sun, William Sverdlik, Samir Tout:
Parallel Hybrid Clustering using Genetic Programming and Multi-Objective Fitness with Density (PYRAMID). DMIN 2006: 197-203 - Gennadiy Burlak, Jaime Muñoz Arteaga, Carlos Alberto Ochoa Ortíz Zezzatti, José Alberto Hernández:
Detecting Cheats In Online Student Assessments Using Data Mining. DMIN 2006: 204-210 - Ying Xie, Manmathasivaram Nagarajan, Vijay V. Raghavan, Hisham Haddad:
On Novelty Evaluation of Potentially Useful Patterns. DMIN 2006: 211-217 - Chichang Jou:
Mining Complete Hybrid Sequential Patterns. DMIN 2006: 218-223 - Pedro A. Ortega, Cristián J. Figueroa, Gonzalo A. Ruz:
A Medical Claim Fraud/Abuse Detection System based on Data Mining: A Case Study in Chile. DMIN 2006: 224-231 - Qi Chen, Uwe Aickelin:
Anomaly Detection Using the Dempster-Shafer Method. DMIN 2006: 232-240
Data Mining Applications
- Jihong Yan:
Discovering Assignment Rules in Workforce Schedules Using Data Mining. DMIN 2006: 241-245 - Jianjie Ma, Krishnamoorthy Sivakumar:
Privacy-Preserving Bayesian Network Learning From Heterogeneous Distributed Data. DMIN 2006: 246-252 - Gondy Leroy, Annika Irmscher, Marjorie H. Charlop-Christy, Sarah Kuriakose, Alefiyah Pishori, Lorryana Wurzman, Aria Ash-Rafzadeh, Michelle Seffrood, Stephanie Buxton:
Data Mining Techniques to Study Therapy Success with Autistic Children. DMIN 2006: 253-259 - Xiaoguang Hong, Juan Chu:
Application of data warehouse technology in power analysis. DMIN 2006: 260-266
Workshop - Application of Data Mining to Security Control
- Bon Sy:
2006 International Workshop on the Application of Data Mining to Security Control: Foreword. DMIN 2006: 267-268 - Songjie Wei, Jelena Mirkovic, Ezra Kissel:
Profiling and Clustering Internet Hosts. DMIN 2006: 269-275 - Françoise Fessant, Fabrice Clérot:
An efficient SOM-based pre-processing to improve the discovery of frequent patterns in alarm logs. DMIN 2006: 276-282 - Bon Sy, Negmat Mullodzhanov:
Extracting Forensic Explanation from Intrusion Alerts. DMIN 2006: 283-289 - S. Srinivasa Rao, K. V. S. V. N. Raju, P. Kusuma Kumari:
Privacy Preserving in Clustering using Fuzzy Sets. DMIN 2006: 290-295 - Nasrullah Memon, Henrik Legind Larsen:
Structural Analysis and Destabilizing Terrorist Networks. DMIN 2006: 296-302 - Kyung-Sang Sung, Jung-Jae Kim, Moon-Seog Jun, Hae-Seok Oh:
Digital Video WaterMarking System Using Audio Information of Image Discrete Frequency on Improved Security Through Pre-Preocessing. DMIN 2006: 303-308 - Negmat Mullodzhanov:
Novel Evaluation Framework of Intrusion Detection Systems with Respect to Security Policies. DMIN 2006: 309-316
Special Purpose Data Mining
- Ali Emrouznejad:
Back-propagation DEA. DMIN 2006: 317-320 - Zohreh Nazeri:
Data Mining of Air Traffic Control Operational Errors. DMIN 2006: 321-324 - Shuju Bai, Abdus Salam, Ebrahim Khosravi:
Revised Aggregation-tree Used in Metadata Extraction from SVG Images. DMIN 2006: 325-328 - Mouloud Amazouz, Radu Pantea:
Use of Multivariate Data Analysis for Lumber Drying Process Monitoring and Fault Detection. DMIN 2006: 329-332 - Rashpal Kaur, Mahesh Bansal, Atul Parti, V. Rihani:
Development of an Optimal Neural Network for Avalanche Forecast in Himalayan Region. DMIN 2006: 333-336 - Il Kim, Bong Joon Choi, Kyoo Seok Park:
A Study on Web-Usage Mining Control System of using Page Scroll. DMIN 2006: 337-342 - Elena Braynova:
Indexing Spatio-Temporal Trajectories with Orthogonal Polynomials. DMIN 2006: 343-348
Classification and Clustering in Data Mining
- András Kocsor:
The Kernel Topological Machine. DMIN 2006: 349-352 - Shuchita Upadhyaya, Alka Arora, Rajni Jain:
Rough Set Theory: Approach for Similarity Measure in Cluster Analysis. DMIN 2006: 353-356 - Xuezheng Fu, Feng Tan, Hao Wang, Yanqing Zhang, Robert W. Harrison:
Feature Similarity Based Redundancy Reduction for Gene Selection. DMIN 2006: 357-360 - Qiang Ye, Paul W. Munro:
Ensemble Selection Using Diversity Networks. DMIN 2006: 361-363 - Casey Bartman, Jamal R. Alsabbagh:
Reverse Tree Clustering. DMIN 2006: 364-367 - Alberto Ochoa, Amol Wagholikar:
Use of Data Mining to Determine Cheating in Online Student Assessment. DMIN 2006: 368-371 - Hyontai Sug:
Class Selection Avoiding Key-like Property for Better Precise Rules. DMIN 2006: 372-375 - Ye-Li Li, Ya-Li Qi:
Research on Classification of Printing Fault Using Support Vector Machines. DMIN 2006: 376-382
Late Papers
- Luong Trung Tuan, Suet Peng Yong:
A Fuzzy Neural Based Data Classification System. DMIN 2006: 383-388 - Janaki Gopalan, Reda Alhajj, Ken Barker:
Discovering Accurate and Interesting Classification Rules Using Genetic Algorithm. DMIN 2006: 389-395 - Sven F. Crone, Stefan Lessmann, Swantje Pietsch:
Parameter Sensitivity of Support Vector Regression and Neural Networks for Forecasting. DMIN 2006: 396-402 - Anthony J. Bagnall, Ian M. Whittley, Gareth J. Janacek, Kate Kemsley, Matthew Studley, Larry Bull:
A Comparison of DWT/PAA and DFT for Time Series Classification. DMIN 2006: 403-409 - Xuemei Xiong, Yiming Wang, Xiaochao Zhang:
Color Image Segmentation Using Pulse-Coupled Neural Network for Locusts Detection. DMIN 2006: 410-413 - Xin Jin, Rongfang Bie:
Random Forest and PCA for Self-Organizing Maps based Automatic Music Genre Discrimination. DMIN 2006: 414-417 - Yu-Chih Shen, Jia-Lien Hsu, Shuk-Chun Chung:
MF-tree: Extracting and Clustering the Structural Features from Music Object in MusicXML. DMIN 2006: 418-424 - Fathi H. Saad, Beatriz de la Iglesia, Duncan G. Bell:
A Comparison of Two Document Clustering Approaches for Clustering Medical Documents. DMIN 2006: 425-431 - Ashkan Zarnani, Masoud Rahgozar, Caro Lucas:
Efficient Discovery of Knowledge from Large Geo-Spatial Databases: An Evolutionary Approach. DMIN 2006: 432-
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