| 2010 | A Semi-supervised Approach for Reject Inference in Credit Scoring Using SVMs. Sebastián Maldonado, Gonzalo Paredes |
| 2010 | Advances in Data Mining. Applications and Theoretical Aspects, 10th Industrial Conference, ICDM 2010, Berlin, Germany, July 12-14, 2010. Proceedings Petra Perner |
| 2010 | Aircraft Engine Health Monitoring Using Self-Organizing Maps. Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille |
| 2010 | An Application of Element Oriented Analysis Based Credit Scoring. Yihao Zhang, Mehmet A. Orgun, Rohan A. Baxter, Weiqiang Lin |
| 2010 | Bioinformatics Contributions to Data Mining. Isabelle Bichindaritz |
| 2010 | Bootstrap Feature Selection for Ensemble Classifiers. Rakkrit Duangsoithong, Terry Windeatt |
| 2010 | Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways. Jonas Poelmans, Guido Dedene, Gerda Verheyden, Herman Van der Mussele, Stijn Viaene, Edward M. L. Peters |
| 2010 | Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis. Zhiyuan Yao, Annika H. Holmbom, Tomas Eklund, Barbro Back |
| 2010 | Comparison of Redundancy and Relevance Measures for Feature Selection in Tissue Classification of CT Images. Benjamin Auffarth, Maite López, Jesús Cerquides |
| 2010 | Data Mining with Neural Networks and Support Vector Machines Using the R/rminer Tool. Paulo Cortez |
| 2010 | Describing Data with the Support Vector Shell in Distributed Environments. Peng Wang, Guojun Mao |
| 2010 | Determination of the Fault Quality Variables of a Multivariate Process Using Independent Component Analysis and Support Vector Machine. Yuehjen E. Shao, Chi-Jie Lu, Yu-Chiun Wang |
| 2010 | Domain-Specific Identification of Topics and Trends in the Blogosphere. Rafael Schirru, Darko Obradovic, Stephan Baumann, Peter Wortmann |
| 2010 | Dynamic Pattern Extraction of Parameters in Laser Welding Process. Gissel Velarde, Christian Binroth |
| 2010 | Entropic Quadtrees and Mining Mars Craters. Rosanne Vetro, Dan A. Simovici |
| 2010 | Episode Rule-Based Prognosis Applied to Complex Vacuum Pumping Systems Using Vibratory Data. Florent Martin, Nicolas Méger, Sylvie Galichet, Nicolas Becourt |
| 2010 | Evaluating the Quality of Clustering Algorithms Using Cluster Path Lengths. Faraz Zaidi, Daniel Archambault, Guy Melançon |
| 2010 | Event Prediction in Network Monitoring Systems: Performing Sequential Pattern Mining in Osmius Monitoring Tool. Rafael García, Luis Llana, Constantino Malagón, Jesús Pancorbo |
| 2010 | Fast Training of Neural Networks for Image Compression. Yevgeniy V. Bodyanskiy, Paul Grimm, Sergey Mashtalir, Vladimir Vinarski |
| 2010 | Finding Irregularly Shaped Clusters Based on Entropy. Ángel Fernando Kuri Morales, Edwin Aldana-Bobadilla |
| 2010 | Finding Temporal Patterns in Noisy Longitudinal Data: A Study in Diabetic Retinopathy. Vassiliki Somaraki, Deborah Broadbent, Frans Coenen, Simon P. Harding |
| 2010 | Fuzzy Conceptual Clustering. Petra Perner, Anja Attig |
| 2010 | Hybrid DIAAF/RS: Statistical Textual Feature Selection for Language-Independent Text Classification. Yanbo J. Wang, Fan Li, Frans Coenen, Robert Sanderson, Qin Xin |
| 2010 | Image Classification Using Histograms and Time Series Analysis: A Study of Age-Related Macular Degeneration Screening in Retinal Image Data. Mohd. Hanafi Ahmad Hijazi, Frans Coenen, Yalin Zheng |
| 2010 | Interest-Determining Web Browser. Khaled Bashir Shaban, Joannes Chan, Raymond Szeto |
| 2010 | Learning from Humanoid Cartoon Designs. Md. Tanvirul Islam, Kaiser Md. Nahiduzzaman, Why Yong Peng, Golam Ashraf |
| 2010 | Managing Product Life Cycle with MultiAgent Data Mining System. Serge Parshutin |
| 2010 | Medical Datasets Analysis: A Constructive Induction Approach. Wieslaw Paja, Mariusz Wrzesien |
| 2010 | Mining Concept Similarities for Heterogeneous Ontologies. Konstantin Todorov, Peter Geibel, Kai-Uwe Kühnberger |
| 2010 | Mining Relationship Associations from Knowledge about Failures Using Ontology and Inference. Weisen Guo, Steven B. Kraines |
| 2010 | Mining for Paths in Flow Graphs. Adam Jocksch, José Nelson Amaral, Marcel Mitran |
| 2010 | Modeling Pricing Strategies Using Game Theory and Support Vector Machines. Cristián Bravo, Nicolás Figueroa, Richard Weber |
| 2010 | Moving Targets. Giorgio Giacinto |
| 2010 | Multi-Agent Based Clustering: Towards Generic Multi-Agent Data Mining. Santhana Chaimontree, Katie Atkinson, Frans Coenen |
| 2010 | Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders. Elisabetta Fersini, Enza Messina, Francesco Archetti |
| 2010 | New Approach in Data Stream Association Rule Mining Based on Graph Structure. Samad Gahderi Mojaveri, Esmaeil Mirzaeian, Zarrintaj Bornaee, Saeed Ayat |
| 2010 | Predicting Disk Failures with HMM- and HSMM-Based Approaches. Ying Zhao, Xiang Liu, Siqing Gan, Weimin Zheng |
| 2010 | Processing Handwritten Words by Intelligent Use of OCR Results. Benjamin Mund, Karl-Heinz Steinke |
| 2010 | Quantile Regression Model for Impact Toughness Estimation. Satu Tamminen, Ilmari Juutilainen, Juha Röning |
| 2010 | Re-mining Positive and Negative Association Mining Results. Ayhan Demiriz, Gürdal Ertek, Tankut Atan, Ufuk Kula |
| 2010 | Regression Models for Spatial Data: An Example from Precision Agriculture. Georg Ruß, Rudolf Kruse |
| 2010 | Robust Clustering Using Discriminant Analysis. Vasudha Bhatnagar, Sangeeta Ahuja |
| 2010 | Saliency-Based Candidate Inspection Region Extraction in Tape Automated Bonding. Martina Dümcke, Hiroki Takahashi |
| 2010 | Selection of Effective Network Parameters in Attacks for Intrusion Detection. Gholam Reza Zargar, Peyman Kabiri |
| 2010 | Selection of High Risk Patients with Ranked Models Based on the CPL Criterion Functions. Leon Bobrowski |
| 2010 | Semi-supervised Learning for False Alarm Reduction. Chien-Yi Chiu, Yuh-Jye Lee, Chien-Chung Chang, Wen-Yang Luo, Hsiu-Chuan Huang |
| 2010 | Spam Email Filtering Using Network-Level Properties. Paulo Cortez, André Correia, Pedro Nuno Miranda de Sousa, Miguel Rocha, Miguel Rio |
| 2010 | The Orange Customer Analysis Platform. Raphaël Féraud, Marc Boullé, Fabrice Clérot, Françoise Fessant, Vincent Lemaire |
| 2010 | Trajectory Clustering for Vibration Detection in Aircraft Engines. Aurélien Hazan, Michel Verleysen, Marie Cottrell, Jérôme Lacaille |
| 2010 | Trend Mining in Social Networks: A Study Using a Large Cattle Movement Database. Puteri Nor Ellyza binti Nohuddin, Rob M. Christley, Frans Coenen, Christian Setzkorn |
| 2010 | Web-Site Boundary Detection. Ayesh Alshukri, Frans Coenen, Michele Zito |