DM 2010 Proceedings

dm2010 Proceedings of the IADIS European Conference on Data Mining

Freiburg, Germany 28-31 July 2010

Edited by António Palma dos Reis and Ajith P. Abraham

ISBN (Book): 978-972-8939-23-6
ISBN (CD-ROM):

Titles Published in This Volume

A NEW DENSITY-BASED CLUSTERING APPROACH IN GRAPH THEORETIC CONTEXT
Tülin ?nkaya, Sinan Kayal?gil, Nur Evin Özdemirel

TEMPUS: A PROTOTYPE SYSTEM FOR TIME SERIES ANALYSIS AND PREDICTION
Tim Schlüter, Stefan Conrad

CAN CITATIONS PREDICT SOCIO-COGNITIVE RELATIONSHIPS IN PEER REVIEW SYSTEM?
Muhammad Salman Khan

SCENES DETECTION AND RECOMMENDATION ACCORDING TO WEB PHOTOGRAPHS WITH GPS INFORMATION
Hao-Chen Wang, Hsien-Tsung Chang

INCREMENTAL LEARNING OF RELATIONS FROM THE MOST FREQUENT PATTERNS IN CONVERSATIONS ON MICROBLOGGING SERVICES
Sijin He, Yike Guo, Moustafa Ghanem

AN INCREMENTAL SPARSE LS-SVM CLASSIFICATION METHOD FOR IMBALANCED DATA SETS
Leichen Chen, Zhihua Cai, Shuang Ao

MISFEASOR CLASSIFICATION AND DETECTION MODELS USING MACHINE LEARNING TECHNIQUES
Nesrine Sameh, Neamat El Gayar , Nahswa Abdel-Baki

ESTIMATING THOSE TRANSFORMATIONS THAT PRODUCE THE BEST-FITTING ADDITIVE MODEL: SMOOTHERS VERSUS UNIVERSAL APPROXIMATORS
DA de Waal, SES Campher, JV du Toit

AN EVALUATION OF META LEARNING AND DISTRIBUTION STRATEGIES IN DISTRIBUTED MACHINE LEARNING
Andreas D. Lattner, Alexander Grimme, Ingo J. Timm

PROJECTION BASED SAMPLING FOR MORE EFFICIENT HIGH UTILITY ITEMSET MINING
Alva Erwin, Raj P. Gopalan, N.R. Achuthan

AS3: A FRAMEWORK FOR AUTOMATIC SLEEP STAGE SCORING
Tim Schlüter, Timm Kißels, Stefan Conrad

PREVENTIVE DIAGNOSTICS FOR CARDIOVASCULAR DISEASES BASED ON PROBABILISTIC METHODS AND DESCRIPTION LOGIC
Björn-Helge Busch, Ralph Welge, Christian Weiß, Markus Bette

MuTIny: A MULTI-TIME INTERVAL PATTERN DISCOVERY APPROACH TO PRESERVE THE TEMPORAL INFORMATION IN BETWEEN
Alessio Bertone, Tim Lammarsch, Thomas Turic, Wolfgang Aigner, Silvia Miksch, Johannes Gärtner

A THREE-TIERED WEB BASED EXPLORATION AND REPORTING TOOL FOR DATA MINING
Ahmet Selman Bozkir, Ebru Akcapinar Sezer

STUDY OF WEBSITE STRUCTURE PATTERNS FROM THE PERSPECTIVE OF SOCIAL NETWORK ANALYSIS
B. Palacios, M. R. Martínez Torres, S. L. Toral, F. Barrero

OPTIMAL PERIMETER OF THE NEIGHBOURHOOD IN FUZZY DECISION TREE
Youdthachai Lertworaprachaya, Yingjie Yang

MODULAR DATA HIDING FOR DIGITAL IMAGE AUTHENTICATION
Svetozar Ilchev, Zlatoliliya Ilcheva

HOT TOPIC DETECTION BASED ON A TRIPARTITE MODEL
Pingbo Yuan, Bing Wang, Nenghai Yu

A NEW HYBRID METHOD FOR DATABASE SELECTION IN MULTI-DATABASE MINING
Aidin Davaran, Hassan Rashid

SCALING UP THE ACCURACY OF AVERAGED ONE-DEPENDENCE ESTIMATORS WITH DECISION TREE-BASED ATTRIBUTE WEIGHTED
Jia Wu, Zhihua Cai, Zhechao Gao, Yaodong Zhang

CHURN PREDICTION IN WIRELESS TELECOMMUNICATION - FUZZY DECISION TREES AND PATTERN TREES
Roland Merheb

COMPUTER ASSISTED AUDIT TOOLS IN REAL WORLD: IDEA APPLICATIONS AND APPROACHES? IN REAL CONTEXT
Isabel Pedrosa, Carlos Costa

A BRIEF SURVEY ON CONSENSUS FUNCTIONS OF CLUSTERING ENSEMBLE
Ashraf Mohammed Iqbal, Abidalrahman Moh'd

MINING FREQUENT ITEMSETS WITH TREE SIGNATURES
Mohamed El Hadi Benelhadj, Mahmoud Boufaida, Khedija Arour

TEXT AUTHORSHIP DETECTION USING DECISION TREES AND ASSOCIATION RULES OVER N-GRAM
Hiroshi Sugimura, Yuta Taniguchi, Ryosuke Saga, Kazunori Matsumoto