DM 2007 Proceedings

dm2007 Proceedings of the IADIS European Conference on Data Mining

Lisbon, Portugal 3-8 July 2007

Edited by Jörg Roth, Jairo Gutiérrez and Ajith P. Abraham

ISBN (Book): 978-972-8924-40-9
ISBN (CD-ROM):

Titles Published in This Volume

PERSONALIZING TEXT SUMMARIZATION BASED ON SENTENCE WEIGHTING
Christos Bouras , Vassilis Poulopoulos , Vassilis Tsogkas

A DEMPSTER-SHAFER BELIEF THEORY BASED ALGORITHM FOR CLASSIFICATION OF IMPERFECT DATA
Jinsong Zhang , Lakshitha Weerakkody , David Roelant

ON THE SUITABILITY OF TIME SERIES ANALYSIS ON DATA WAREHOUSES
Jose Zubcoff , Juan Trujillo , Alfredo Cuzzocrea

EVALUATING A LEARNING ALGORITHM SELECTIONMETHOD FOR A RULE EVALUATION SUPPORT TOOL BASED ON OBJECTIVE INDICES
Hidenao Abe , Shusaku Tsumoto , Miho Ohsaki , Takahira Yamaguchi

TOWARD A SEMANTIC DATA RETRIEVAL IN DISTRUIBUTED RELATIONAL DATABASE
A.chella , M.liotta , N.ingraffia , G.pilato , G.vassallo

ON APPLICATION OF PROBABILITY METRICS IN THE CLUSTER STABILITY PROBLEM
Z. Volkovich , Z. Barzily

A WEB RECOMMENDER SYSTEM BASED ON ANTCOLONY OPTIMIZATION
Murat Göksedef , Gül Nildem Demir , Şule Gündüz Öğüdücü

USING SELF ORGANIZING MAP TO INFER COMMUNITIES IN WEBLOGS? SOCIAL NETWORK
Mohsen Jamali , Hassan Abolhassani , Majid Khalilian

EXTRACTING KNOWLEDGE TO PREDICT TSP PERFORMANCE ORDER
Paula Cecilia Fritzsche , Dolores Rexachs , Emilio Luque

MODELING MISSING DATA WITH MARKOV RANDOM FIELDS IN LARGE DATA SETS
Esa Junttila , Marko Salmenkivi

SELF-ORGANIZING DATA MINING FOR WEATHER FORECASTING
Godfrey C. Onwubolu , Petr Buryan , Sitaram Garimella , Visagaperuman Ramachandran , Viti Buadromo , Ajith Abraham

INTELLIGENT DATA ANALYSIS USING MULTIPLE CRITERIA DECISION MAKING
Crina Grosan , Ajith Abraham

MINING RULES IN THE ONTO4AR FRAMEWORK FOR UPDATING DOMAIN ONTOLOGIES
Cláudia Antunes

MINING FREQUENT INDUCED SUBTREES WITH APPLICATION TO PHYLOGENETIC TREES
Marwa M. A. Hussein , Taysir H. A. Soliman , Omar H. Karam

DIMENSIONALITY REDUCTION WITH PARALLEL CORPORA
Yingju Xia , Haoyu

AN APPROACH FOR THE CONCEPTUAL MODELING OF CLUSTERING MINING IN THE KDD PROCESS
Jose Zubcoff , Juan Trujillo

FEATURE RANKING BASED ON WEIGHTS ESTIMATED BY MULTIOBJECTIVE OPTIMIZATION
Daniela Zaharie , Diana Lungeanu , Stefan Holban

ANALYZING EFFICIENT EMBEDDING LIST STRUCTURES IN SUBGRAPH MINING
Nivin A. Helal , Taysir H. A. Soliman , Omar H. Karam

DETECTING THE COMMUNITY STRUCTURES IN THE GAME OF GO
Yuri Malitsky , Christopher Fellows , Gregory Wojtaszczyk

REALISTIC SYNTHETIC DATA FOR RULE MINING
Colin Cooper , Michele Zito

AUTOMATIC TRANSFORMATION OF OWL ONTOLOGIES TO SQL RELATIONAL DATABASES
Irina Astrova , Ahto Kalja , Nahum Korda

DETECTING INSIDER THREATS WITH MACHINE LEARNING ALGORITHMS
Sule Simsek , R. Joe Stanley

EFFICIENT WAY OF SIMULATING PRINCIPAL COMPONENT ANALYSIS FOR SPECIESIDENTIFICATION
Fahim Md. , Aggarwal Ruchi

MF-ARTMAP NEURAL NETWORK PREDICTIONOF THE MARKET POSITION OF THE COMPANY
Agáta Bodnárová , Kamila Ol?evičová

TEXT MINING SYSTEMS FOR PREDICTING MARKET RESPONSE TO NEWS
Marc-andré Mittermayer , Gerhard F. Knolmayer

SELF-ORGANIZING DATA MINING USING ENHANCEDGROUP METHOD DATA HANDLING APPROACH
Godfrey C. Onwubolu , Petr Buryan , Ajith Abraham

SYSTEM OF ANALYTICAL QUESTIONS AND REPORTS
Jan Rauch , Marie Tomečková

A KNOWLEDGE MANAGEMENT SYSTEM FOR ORGANIZING MEDLINE DATABASE
Su-shing Chen , Hyunki Kim

RANK BASES IN SPACES OF FINITE METRICS
Archil Maysuradze

EVALUATION OF PROJECTION TECHNIQUES USING HUBERT?S Γ STATISTICS
Dorina Marghescu

A NEW APPROACH TO IMPROVE MULTI-DIMENSIONAL STOCK DATA REDUCTION
Jian Jiang , Zhe Zhang , Huaiqing Wang , Xiaoyan Liu , Xuhao Luo , Lin Wang

PROFILING AND ANALYZING E-CHURNERS WITH
Vasilis Aggelis

STATE OF THE ART OF OUTLIER DETECTION IN STREAMING DATA
Amardeep Kaur , M.p.s. Bhatia , S.m. Bhaskar

DATA MINING TECHNIQUES FOR SUSPICIOUS EMAIL DETECTION: A COMPARATIVE STUDY
S.appavu Alias Balamurugan , R.rajaram , G.athiappan , M.muthupandian

SCADA SYSTEM FOR TEMPERATURE SUPERVISION OF SLAB CASTING MOULD
Hilario López , Antonio Robles , Iván Machón , Luis Fernando Sancho , Eva Fernández

A TEXT MINING SUPPORT TOOL USING THE PROJECT LOOKING GLASS
Yuki Makita , Vu Quang , Hitoshi Sasaki

GEOSPATIAL DATA MINING PROBLEMS
Magdalene Grantson Borgelt

A NEW AND OPTIMAL ARCHITECTURE FOR APPLYING ASSOCIATION RULE MINING ALGORITHMS ON GRID
Asgarali Bouyer , Bahman Arasteh , Mohammad Bager Karimi , Mohammad Javad Hoseyni , Ali Bouyer