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9. Industrial Conference on Data Mining 2010: Berlin, Germany
- Petra Perner:
Advances in Data Mining. Applications and Theoretical Aspects, 10th Industrial Conference, ICDM 2010, Berlin, Germany, July 12-14, 2010. Proceedings. Lecture Notes in Computer Science 6171, Springer 2010, ISBN 978-3-642-14399-1
Invited Talk
- Giorgio Giacinto
:
Moving Targets. 1-16 - Isabelle Bichindaritz:
Bioinformatics Contributions to Data Mining. 17-27
Theoretical Aspects of Data Mining
- Rakkrit Duangsoithong
Bootstrap Feature Selection for Ensemble Classifiers. 28-41 - Faraz Zaidi, Daniel Archambault
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
Fuzzy Conceptual Clustering. 71-85 - Konstantin Todorov
Mining Concept Similarities for Heterogeneous Ontologies. 86-100 - Ayhan Demiriz
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
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 V. Bodyanskiy
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
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
Hybrid DIAAF/RS: Statistical Textual Feature Selection for Language-Independent Text Classification. 222-236 - Elisabetta Fersini
Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders. 237-247 - Benjamin Auffarth, Maite López
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
Modeling Pricing Strategies Using Game Theory and Support Vector Machines. 323-337
Data Mining in Industrial Processes
- Yuehjen E. Shao, Chi-Jie Lu
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
Trajectory Clustering for Vibration Detection in Aircraft Engines. 362-375 - Florent Martin, Nicolas Méger, Sylvie Galichet
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
Aircraft Engine Health Monitoring Using Self-Organizing Maps. 405-417
Data Mining in Medicine
- Vassiliki Somaraki
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
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 Nor Ellyza binti Nohuddin, Rob M. Christley
Trend Mining in Social Networks: A Study Using a Large Cattle Movement Database. 464-475
WebMining
- Paulo Cortez
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 M. L. Peters:
Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways. 505-517 - Khaled Bashir Shaban
Interest-Determining Web Browser. 518-528 - Ayesh Alshukri, Frans Coenen
Web-Site Boundary Detection. 529-543
Data Mining in Finance
- Yihao Zhang, Mehmet A. Orgun
An Application of Element Oriented Analysis Based Credit Scoring. 544-557 - Sebastián Maldonado
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 Féraud, Marc Boullé, Fabrice Clérot, Françoise Fessant, Vincent Lemaire:
The Orange Customer Analysis Platform. 584-594 - Chien-Yi Chiu, Yuh-Jye Lee
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
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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