9. Industrial Conference on Data Mining 2010: Berlin, Germany

Invited Talk

• Giorgio Giacinto:
  Moving Targets. 1-16
  
• Isabelle Bichindaritz:
  Bioinformatics Contributions to Data Mining. 17-27
  

Theoretical Aspects of Data Mining

• Rakkrit Duangsoithong, Terry Windeatt:
  Bootstrap Feature Selection for Ensemble Classifiers. 28-41
  
• Faraz Zaidi, Daniel Archambault, Guy Melançon:
  Evaluating the Quality of Clustering Algorithms Using Cluster Path Lengths. 42-56
  
• Ángel Fernando Kuri Morales, Edwin Aldana-Bobadilla:
  Finding Irregularly Shaped Clusters Based on Entropy. 57-70
  
• Petra Perner, Anja Attig:
  Fuzzy Conceptual Clustering. 71-85
  
• Konstantin Todorov, Peter Geibel, Kai-Uwe Kühnberger:
  Mining Concept Similarities for Heterogeneous Ontologies. 86-100
  
• Ayhan Demiriz, Gürdal Ertek, Tankut Atan, Ufuk Kula:
  Re-mining Positive and Negative Association Mining Results. 101-114
  
• Santhana Chaimontree, Katie Atkinson, Frans Coenen:
  Multi-Agent Based Clustering: Towards Generic Multi-Agent Data Mining. 115-127
  
• Peng Wang, Guojun Mao:
  Describing Data with the Support Vector Shell in Distributed Environments. 128-142
  
• Vasudha Bhatnagar, Sangeeta Ahuja:
  Robust Clustering Using Discriminant Analysis. 143-157
  
• Samad Gahderi Mojaveri, Esmaeil Mirzaeian, Zarrintaj Bornaee, Saeed Ayat:
  New Approach in Data Stream Association Rule Mining Based on Graph Structure. 158-164
  

Multimedia Data Mining

• Yevgeniy Bodyanskiy, Paul Grimm, Sergey Mashtalir, Vladimir Vinarski:
  Fast Training of Neural Networks for Image Compression. 165-173
  
• Benjamin Mund, Karl-Heinz Steinke:
  Processing Handwritten Words by Intelligent Use of OCR Results. 174-185
  
• Martina Dümcke, Hiroki Takahashi:
  Saliency-Based Candidate Inspection Region Extraction in Tape Automated Bonding. 186-196
  
• Mohd. Hanafi Ahmad Hijazi, Frans Coenen, Yalin Zheng:
  Image Classification Using Histograms and Time Series Analysis: A Study of Age-Related Macular Degeneration Screening in Retinal Image Data. 197-209
  
• Rosanne Vetro, Dan A. Simovici:
  Entropic Quadtrees and Mining Mars Craters. 210-221
  
• Yanbo J. Wang, Fan Li, Frans Coenen, Robert Sanderson, Qin Xin:
  Hybrid DIAAF/RS: Statistical Textual Feature Selection for Language-Independent Text Classification. 222-236
  
• Elisabetta Fersini, Enza Messina, Francesco Archetti:
  Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders. 237-247
  
• Benjamin Auffarth, Maite López, Jesús Cerquides:
  Comparison of Redundancy and Relevance Measures for Feature Selection in Tissue Classification of CT Images. 248-262
  

Data Mining in Marketing

• Satu Tamminen, Ilmari Juutilainen, Juha Röning:
  Quantile Regression Model for Impact Toughness Estimation. 263-276
  
• Adam Jocksch, José Nelson Amaral, Marcel Mitran:
  Mining for Paths in Flow Graphs. 277-291
  
• Zhiyuan Yao, Annika H. Holmbom, Tomas Eklund, Barbro Back:
  Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis. 292-307
  
• Serge Parshutin:
  Managing Product Life Cycle with MultiAgent Data Mining System. 308-322
  
• Cristián Bravo, Nicolas Figueroa, Richard Weber:
  Modeling Pricing Strategies Using Game Theory and Support Vector Machines. 323-337
  

Data Mining in Industrial Processes

• Yuehjen E. Shao, Chi-Jie Lu, Yu-Chiun Wang:
  Determination of the Fault Quality Variables of a Multivariate Process Using Independent Component Analysis and Support Vector Machine. 338-349
  
• Gissel Velarde, Christian Binroth:
  Dynamic Pattern Extraction of Parameters in Laser Welding Process. 350-361
  
• Aurélien Hazan, Michel Verleysen, Marie Cottrell, Jérôme Lacaille:
  Trajectory Clustering for Vibration Detection in Aircraft Engines. 362-375
  
• Florent Martin, Nicolas Méger, Sylvie Galichet, Nicolas Becourt:
  Episode Rule-Based Prognosis Applied to Complex Vacuum Pumping Systems Using Vibratory Data. 376-389
  
• Ying Zhao, Xiang Liu, Siqing Gan, Weimin Zheng:
  Predicting Disk Failures with HMM- and HSMM-Based Approaches. 390-404
  
• Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille:
  Aircraft Engine Health Monitoring Using Self-Organizing Maps. 405-417
  

Data Mining in Medicine

• Vassiliki Somaraki, Deborah Broadbent, Frans Coenen, Simon Harding:
  Finding Temporal Patterns in Noisy Longitudinal Data: A Study in Diabetic Retinopathy. 418-431
  
• Leon Bobrowski:
  Selection of High Risk Patients with Ranked Models Based on the CPL Criterion Functions. 432-441
  
• Wieslaw Paja, Mariusz Wrzesien:
  Medical Datasets Analysis: A Constructive Induction Approach. 442-449
  

Data Mining in Agriculture

• Georg Ruß, Rudolf Kruse:
  Regression Models for Spatial Data: An Example from Precision Agriculture. 450-463
  
• Puteri N. E. Nohuddin, Rob Christley, Frans Coenen, Christian Setzkorn:
  Trend Mining in Social Networks: A Study Using a Large Cattle Movement Database. 464-475
  

WebMining

• Paulo Cortez, André Correia, Pedro Nuno Miranda de Sousa, Miguel Rocha, Miguel Rio:
  Spam Email Filtering Using Network-Level Properties. 476-489
  
• Rafael Schirru, Darko Obradovic, Stephan Baumann, Peter Wortmann:
  Domain-Specific Identification of Topics and Trends in the Blogosphere. 490-504
  
• Jonas Poelmans, Guido Dedene, Gerda Verheyden, Herman Van der Mussele, Stijn Viaene, Edward Peters:
  Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways. 505-517
  
• Khaled Bashir Shaban, Joannes Chan, Raymond Szeto:
  Interest-Determining Web Browser. 518-528
  
• Ayesh Alshukri, Frans Coenen, Michele Zito:
  Web-Site Boundary Detection. 529-543
  

Data Mining in Finance

• Yihao Zhang, Mehmet A. Orgun, Rohan A. Baxter, Weiqiang Lin:
  An Application of Element Oriented Analysis Based Credit Scoring. 544-557
  
• Sebastián Maldonado, Gonzalo Paredes:
  A Semi-supervised Approach for Reject Inference in Credit Scoring Using SVMs. 558-571
  

Aspects of Data Mining

• Paulo Cortez:
  Data Mining with Neural Networks and Support Vector Machines Using the R/rminer Tool. 572-583
  
• Raphaël Feraud, Marc Boullé, Fabrice Clérot, Françoise Fessant, Vincent Lemaire:
  The Orange Customer Analysis Platform. 584-594
  
• Chien-Yi Chiu, Yuh-Jye Lee, Chien-Chung Chang, Wen-Yang Luo, Hsiu-Chuan Huang:
  Semi-supervised Learning for False Alarm Reduction. 595-605
  
• Md. Tanvirul Islam, Kaiser Md. Nahiduzzaman, Why Yong Peng, Golam Ashraf:
  Learning from Humanoid Cartoon Designs. 606-616
  
• Weisen Guo, Steven B. Kraines:
  Mining Relationship Associations from Knowledge about Failures Using Ontology and Inference. 617-631
  

Data Mining for Network Performance Monitoring

• Rafael García, Luis Llana, Constantino Malagón, Jesús Pancorbo:
  Event Prediction in Network Monitoring Systems: Performing Sequential Pattern Mining in Osmius Monitoring Tool. 632-642
  
• Gholam Reza Zargar, Peyman Kabiri:
  Selection of Effective Network Parameters in Attacks for Intrusion Detection. 643-652
  

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