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The 2006 World Congress in Computer Science
Computer Engineering, and Applied Computing

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You are here: Home → WORLDCOMP'06 Publications → DMIN'06 → DMIN'06: Proceedings

DMIN'06 Proceedings

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Table of Contents

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DMIN'06: Proceedings

Last modified 2009-11-15 12:16

Table of Contents

Session: TIME SERIES FORECASTING AND CLUSTERING
Financial Time Series Segmentation based on Specialized Binary Tree Representation	3-9
Tak-chung Fu, Fu-lai Chung, Chak-man Ng

Clustering of Bi-Dimensional and Heterogeneous Time Series: Application to Social Sciences Data	10-16
Benoit Gaudin, Sylvaine Barbier, Nicolas Nicoloyannis, Maks Banens

Cost-Sensitive Analysis in Multiple Time Series Prediction	17-23
Chamila Walgampaya, Mehmed Kantardzic

Time Series as a Point - A Novel Approach for Time Series Cluster Visualization	24-29
Pradeep Kumar, P. Nagabhushan

Mining of Stock Data: Intra- and Inter-Stock Pattern Associative Classification	30-36
Jo Ting, Tak-chung Fu, Fu-lai Chung

The Impact of Preprocessing on Support Vector Regression and Neural Networks in Time Series Prediction	37-42
Sven F. Crone, Jose Guajardo, Richard Weber Session: DATA MINING FOR COMPUTATIONAL INTELLIGENCE

Sequential and Parallel Rule Extraction from a Concept Lattice	45-50
Guillermo Tonsmann

Comparison and Analysis of Mutation-based Evolutionary Algorithms for ANN Parameters Optimization	51-56
Kristina Davoian, Alexander Reichel, Wolfram-M. Lippe

Hyper-Rectangular and k-Nearest-Neighbor Models in Stochastic Discrimination	57-63
Iryna Skrypnyk, Tin Kam Ho

Knowledge Discovery in Membership Functions in Fuzzy Modeling	64-70
Yi-kun Tao, Jun Meng Session: TEXT AND DOCUMENT CLASSIFICATION

Development of a Multi-Classifier Approach for Multilingual Text Categorization	73-77
Chung-Hong Lee, Hsin-Chang Yang, Ting-Chung Chen, Sheng-Min Ma

Arabic Text Classification Using N-Gram Frequency Statistics A Comparative Study	78-82
Laila Khreisat

Effect of Document Representation on the Performance of Medical Document Classification	83-89
Fathi Saad, Beatriz de la Iglesia, Duncan Bell

Towards Using Fewer Features for Text Classification	90-96
Yuan Yuan, Tianyang Gu

Biomedical Hypothesis Generation and Testing by Evolutionary Computation	97-103
Robert Kozma, Anna L. Buczak Session: ASSOCIATION RULE MINING

An Algorithm for the Discovery of Arbitrary Length Ordinal Association Rules	107-113
Alina Campan, Gabriela Serban, Traian Marius Truta, Andrian Marcus

Design of a data mining framework to mine generalized association rules in a web-based GIS	114-117
Sebastian Haehnel, Johannes Hauf, Thomas Kudrass

Pattern-Based Transformation Approach to Relational Domain Learning Using Dynamic Aggregation for Relational Attributes	118-124
Rayner Alfred, Dimitar Kazakov

Discovering of Frequent Itemsets with CP-mine Algorithm	125-131
Nuansri Denwattana, Yutthana Treewai

Modeling of the counter-examples and association rules interestingness measures behavior	132-137
Benoit Vaillant and Stephane Lallich and Philippe Lenca

An Overview of Associative Classifiers	138-143
Yanmin Sun, Andrew K. C. Wong, Yang Wang

Association Rule Mining from XML Data	144-150
Qin Ding, Gnanasekaran Sundarraj Session: DATA PRE-PROCESSING AND PREPARATIONS

Enhancing Data Preparation Processes Using Triggers For Active Datawarehousing	153-160
Kanana Ezekiel, Farhi Marir

Importance of Data Mining in the Assessment of Anoxic Problem from Estuarine Monitoring Data	161-167
Ping Wang, Richard Batiuk, Lewis Linker, Mary Ley

Optimal Multi-class Classification with Principal Components	168-174
Albert Hoang

Differential Friendly Neighbors Algorithm for Differential Relationships Based Gene Selection and Classification using Microarray Data	175-181
R. Krishna Murthy Karuturi, Silvia Wong, Wing-Kin Sung, Lance Miller

Performance Evaluation of Two Data Mining Techniques of Network Alarms Analysis	182-188
Jacques-H Bellec, M-Tahar Kechadi, Joe Carthy

Quantification of a Privacy Preserving Data Mining Transformation	189-194
Mohammed Ketel Session: NOVELTY AND OUTLIER DETECTION

Parallel Hybrid Clustering using Genetic Programming and Multi-Objective Fitness with Density (PYRAMID)	197-203
Junping Sun, William Sverdlik, Samir Tout

Detecting Cheats In Online Student Assessments Using Data Mining	204-210
Jose-Alberto Hernandeza, Alberto Ochoab,c , Jaime Munozd & Genadiy Burlaka

On Novelty Evaluation of Potentially Useful Patterns	211-217
Ying Xie, Manmathasivaram Nagarajan, Vijay Raghavan, Hisham Haddad

Mining Complete Hybrid Sequential Patterns	218-223
Chichang Jou

A Medical Claim Fraud/Abuse Detection System based on Data Mining: A Case Study in Chile	224-231
Pedro A. Ortega, CristiᮠJ. Figueroa, Gonzalo A. Ruz

Anomaly Detection Using the Dempster-Shafer Method	232-238
Qi Chen, Uwe Aickelin Session: DATA MINING APPLICATIONS

Discovering Assignment Rules in Workforce Schedules Using Data Mining	241-245
Jihong Yan

Privacy-Preserving Bayesian Network Learning From Heterogeneous Distributed Data	246-252
Jianjie Ma, Krishnamoorthy Sivakumar

Data Mining Techniques to Study Therapy Success with Autistic Children	253-259
Gondy Leroy, Annika Irmscher, Marjorie H. Charlop-Christy, Sarah Kuriakose, Alefiyah Pishori, Lorryana Wurzman, Aria Ash-Rafzadeh, Michelle Seffrood, Stephanie Buxton

Application of data warehouse technology in power analysis	260-264
Xiaoguang Hong, Juan Chu Session: WORKSHOP - APPLICATION OF DATA MINING TO SECURITY CONTROL

2006 International Workshop on the Application of Data Mining to Security Control: Foreword	267-268
Bon Sy

Profiling and Clustering Internet Hosts	269-275
Songjie Wei, Jelena Mirkovic, Ezra Kissel

An efficient SOM-based pre-processing to improve the discovery of frequent patterns in alarm logs	276-282
F. Fessant , Fabrice Clerot

Extracting Forensic Explanation from Intrusion Alerts	283-289
Bon Sy, Negmat Mullodzhanov

Privacy Preserving in Clustering using Fuzzy Sets	290-295
S. Srinivasa Rao, Kvsvn Raju, P. Kusuma Kumari

Structural Analysis and Destabilizing Terrorist Networks	296-302
Nasrullah Memon, Henrik Legind Larsen

Digital Video WaterMarking System Using Audio Information of Image Discrete Frequency on Improved Security Through Pre-Preocessing	303-308
Kyung-Sang Sung, Jung-Jae Kim, Moon-Seog Jun, Hae-Seok Oh

Novel Evaluation Framework of Intrusion Detection Systems with Respect to Security Policies	309-314
Negmat Mullodzhanov Session: SPECIAL PURPOSE DATA MINING

Back-propagation DEA	317-320
Ali Emrouznejad

Data Mining of Air Traffic Control Operational Errors	321-324
Zohreh Nazeri

Revised Aggregation-tree Used in Metadata Extraction from SVG Images	325-328
Shuju Bai, Abdus Salam, Ebrahim Khosravi

Use of Multivariate Data Analysis for Lumber Drying Process Monitoring and Fault Detection	329-332
Mouloud Amazouz, Radu Pantea

DEVELOPMENT OF AN OPTIMAL NEURAL NETWORK FOR AVALANCHE FORECAST IN HIMALAYAN REGION	333-336
Rashpal Kaur, Mahesh Bansal, Atul Parti, V. Rihani

A Study on Web-Usage Mining Control System of using Page Scroll	337-342
IL Kim, Bong Joon Choi, Kyoo Seok Park

Indexing Spatio-Temporal Trajectories with Orthogonal Polynomials	343-346
Elena Braynova Session: CLASSIFICATION AND CLUSTERING IN DATA MINING

The Kernel Topological Machine	349-352
Andras Kocsor

Rough Set Theory: Approach for Similarity Measure in Cluster Analysis	353-356
Shuchita Upadhyaya, Alka Arora, Rajni Jain

Feature Similarity Based Redundancy Reduction for Gene Selection	357-360
Xuezheng Fu, Feng Tan, Hao Wang, Yanqing Zhang, Robert Harrison

Ensemble Selection Using Diversity Networks	361-363
Qiang Ye, Paul Munro

Reverse Tree Clustering	364-367
Casey Bartman, Jamal Alsabbagh

Use of Data Mining to Determine Cheating in Online Student Assessment	368-371
Alberto Ochoa, Amol Wagholikar

Class Selection Avoiding Key-like Property for Better Precise Rules	372-375
Hyontai Sug

RESEARCH ON CLASSIFICATION OF PRINTING FAULT USING SUPPORT VECTOR MACHINES	376-379
YE-LI LI, YA-LI QI Session: LATE PAPERS

A Fuzzy Neural Based Data Classification System	383-388
Luong Trung Tuan, Suet Peng Yong

Discovering Accurate and Interesting Classification Rules Using Genetic Algorithm	389-395
Janaki Gopalan, Reda Alhajj, Ken Barker

Parameter Sensitivity of Support Vector Regression and Neural Networks for Forecasting	396-402
Sven F. Crone, Stefan Lessmann, Swantje Pietsch

A Comparison of DWT/PAA and DFT for Time Series Classification	403-409
Anthony Bagnall, Ian Whittley, Gareth Janacek, Kate Kemsley, Matthew Studley, Larry Bull

Color Image Segmentation Using Pulse-Coupled Neural Network for Locusts Detection	410-413
Xuemei Xiong, Yiming Wang, Xiaochao Zhang

Random Forest and PCA for Self-Organizing Maps based Automatic Music Genre Discrimination	414-417
Xin Jin, Rongfang Bie

MF-tree: Extracting and Clustering the Structural Features from Music Object in MusicXML	418-424
Yu-Chih Shen, Jia-Lien Hsu, Shuk-Chun Chung

A Comparison of Two Document Clustering Approaches for Clustering Medical Documents	425-431
Fathi H. Saad, Beatriz de la Iglesia, Duncan G. Bell

Efficient Discovery of Knowledge from Large Geo-Spatial Databases: An Evolutionary Approach	432-438
Ashkan Zarnani, Masoud Rahgozar, Caro Lucas

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