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DMIN 2010: Las Vegas, Nevada, USA
- Robert Stahlbock, Sven F. Crone, Mahmoud Abou-Nasr, Hamid R. Arabnia, Nikolaos Kourentzes, Philippe Lenca, Wolfram-Manfred Lippe, Gary M. Weiss:
Proceedings of The 2010 International Conference on Data Mining, DMIN 2010, July 12-15, 2010, Las Vegas, Nevada, USA. CSREA Press 2010, ISBN 1-60132-138-4
Data Pre-Processing and Sampling
- Bon Sy:
SIPPA for Biometric Data Reconstruction. DMIN 2010: 3-9 - Chuan Zhao, Krishnamoorthy Sivakumar:
An Effective Entity Resolution Method. DMIN 2010: 10-16 - Felipe Cardona, Gustauo Garcia, Juan Buritica:
Cluster Infiltration in Fraud and Money Laundering Prediction. DMIN 2010: 17-22 - Icamaan Viegas, Paulo J. L. Adeodato:
An Approach for Learning from Small and Unbalanced Data Sets Using Gaussian Noise During Artificial Neural Network Training. DMIN 2010: 23-30
Web and Text Mining
- Tracy D. Lemmond, Nathan Perry, Joseph Guensche, John J. Nitao, Ronald Glaser, Paul Kidwell, William G. Hanley:
Enhanced Named Entity Extraction via Error-Driven Aggregation. DMIN 2010: 31-37 - Rémi Lavalley, Chloé Clavel, Marc El-Bèze, Patrice Bellot:
Finding Topic-specific Strings in Text Categorization and Opinion Mining Contexts. DMIN 2010: 38-44 - Anjum Gupta, Craig Martell:
Using and Parsing Wikipedia Articles For Text Classification. DMIN 2010: 45-50 - Jayalakshmi Jagadeesan, Robert Chun:
A Hybrid Filter Car Recommender System. DMIN 2010: 51-57 - Yinghao Huang, Naeem Seliya, Yi Lu Murphey, Roy B. Friedenthal:
Classifying Independent Medical Examination Reports using SOM Networks. DMIN 2010: 58-64 - Abdulbaghi Ghaderzadeh, Behrouz Minaei-Bidgoli:
Tuning Topical Query Classification in Large Search Engines to Understand Hidden User Information Need. DMIN 2010: 65-70 - Ahmet Aycan Atak, Sule Gündüz Ögüdücü:
A Framework for Social Spam Detection Based on Relational Bayes Classifier. DMIN 2010: 71-77 - Ruck Thawonmas, Yoshitaka Kashifuji:
Detection of MMORPG Misconducts Based on Action Frequencies, Types and Time-Intervals. DMIN 2010: 78-84
Real-World Data Mining Applications, Challenges, and Perspectives
- James Ryder, Sen Zhang:
Preliminary Results of Ranking Political Figures Using Naive Bayes Text Classification. DMIN 2010: 85-91 - Joseph M. Woodside:
A BI 2.0 Application Architecture for Healthcare Data Mining Services in the Cloud. DMIN 2010: 92-87 - Manju Bala, Namita Aggarwal, R. K. Agrawal:
Performance Evaluation of Intrusion Detection System Using Optimal Decision Tree SVM. DMIN 2010: 98-105 - Peter Sorenson, Leah Macfadyen:
Learner Interaction Monitoring System (LiMS): Capturing the Behaviors of Online Learners and Evaluating Online Training Courses. DMIN 2010: 106-111 - Michael Zhuravkov, Aleg Kanavalau:
Elaboration of Applied Technologies for Modelling Connected Geomechanical, Geofiltration and Geodynamic Processes in Rock's Massif. DMIN 2010: 112-118 - Dharmveer Singh Rajput, Pramod Kumar Singh, Mahua Bhattacharya:
A New Technique For Feature Selection And Cluster Center Initialization. DMIN 2010: 119-125 - Kevin Daimi, Lu Wang:
Examining Class Dropping with Data Mining. DMIN 2010: 126-132 - Mahmoud Abou-Nasr:
Predicting Protein Secondary Structure: A Recurrent Neural Network Approach. DMIN 2010: 133-138 - Xiaochun Jiang, Xiuli Qu, Lauren B. Davis:
Using Data Mining to Analyze Patient Discharge Data for an Urban Hospital. DMIN 2010: 139-144 - Fatemeh Hosseinkhah, Hassan Ashktorab, Mohammad Owrang Ojaboni:
Application of Data Mining for Breast Cancer Survivability. DMIN 2010: 145-150 - Gregory Swan, Anthony Scime:
Winning Baseball Through Data Mining. DMIN 2010: 151-157 - Zahra Ferdowsi, Raffaella Settimi, Daniela Stan Raicu:
An Application of Clustering Techniques to Urban Studies. DMIN 2010: 158-164 - Jie Ouyang, Nilesh V. Patel:
Peeling Decision Tree Based on Fisher's Linear Discriminant Analysis. DMIN 2010: 165-170 - Andrea Villagra, Daniel Pandolfi, Guillermo Leguizamón:
Hybrid PSO Algorithms for Dynamic Clustering. DMIN 2010: 171-180 - Mary Malliaris, Maria Pappas:
Revenue Generation in Hospital Foundations: Neural Network versus Regression Model Recommendations. DMIN 2010: 181-186 - Robert S. Woodley, Warren Noll, Joseph Barker:
Real-time Automatic Building Identification. DMIN 2010: 187-192 - Binh Luong Thanh, Franco Turini:
Association Analysis of Semi-structured Data for Discrimination Discovery in Business. DMIN 2010: 193-199 - Miao Wang, Xuequn Shang, Jingni Diao, Zhanhuai Li:
WIBE: Mining Frequent Closed Patterns Without Candidate Maintenance in Microarray Dataset. DMIN 2010: 200-205 - S. Ram Prasad Reddy, Valli Kumari Vatsavayi, K. V. S. V. N. Raju:
s-Tuple Inclusion - A New Method for Privacy Preserving Publication of Datasets. DMIN 2010: 206-212 - Armando B. Mendes, Matthias Funk, Luís Cavique:
Knowledge Discovery in the Virtual Social Network Due to Common Knowledge of Proverbs. DMIN 2010: 213-219 - Satyasaivani Bommakanti, M. Shashi, V. Nagalakshmi, Vikram D.:
Music Databases and Data Mining Approaches. DMIN 2010: 220-227 - Annemie Vorstermans, Pavol Tanuska, Werner Verschelde, Michal Kebísek:
A Student-Oriented University Ontology. DMIN 2010: 228-234
Predictive Modelling
- Dmitry Pechyony, Rauf Izmailov, Akshay Vashist, Vladimir Vapnik:
SMO-Style Algorithms for Learning Using Privileged Information. DMIN 2010: 235-241 - Xiong Deng, Yike Guo, Moustafa Ghanem:
Learning Ensemble Models on Categorized Datasets. DMIN 2010: 242-248 - Kristina Davoian, Wolfram-Manfred Lippe:
Solving Classification Problems with the NWEA-evolved ANNs. DMIN 2010: 249-255 - Iryna Skrypnyk:
Bi-Directional Subspace Decomposition in Classification. DMIN 2010: 256-266 - Vladimir Cherkassky, Sauptik Dhar:
Simple Method for Interpretation of High-Dimensional Nonlinear SVM Classification Models. DMIN 2010: 267-272 - Nikolaos Kourentzes, Sven F. Crone:
Inference for Neural Network Predictive Models with Impulse Interventions. DMIN 2010: 273-279 - Laura Kainulainen, Qi Yu, Yoan Miche, Emil Eirola, Eric Séverin, Amaury Lendasse:
Ensembles of Locally Linear Models: Application to Bankruptcy Prediction. DMIN 2010: 280-286 - Cristian Rodrìguez Rivero, Julián A. Pucheta, Josef Baumgartner, Hector D. Patiño, Benjamín R. Kuchen:
An Approach for Time Series Forecasting by Simulating Stochastic Processes Through Time Lagged Feed-forward Neural Network. DMIN 2010: 287-293 - Noorhaniza Wahid, Yuk Ying Chung, Wei-Chang Yeh, Guang Liu:
Feature Selection Using a Novel Swarm Intelligence Algorithm with Rough Sets. DMIN 2010: 294-300 - Durga Toshniwal, Mridula Verma:
A Border-Based Approach for Hiding Fuzzy Weighted Sensitive Itemsets. DMIN 2010: 301-307 - Lu Xu, Tommy W. S. Chow:
High Dimensional Data Classification by the PolSOM Algorithm. DMIN 2010: 308-312 - Casey Bennett, Thomas Doub:
Data Mining and Electronic Health Records: Selecting Optimal Clinical Treatments in Practice. DMIN 2010: 313-318 - Domingos S. P. Salazar, Maíra de O. Santos, Adrian L. Arnaud, Paulo J. L. Adeodato:
Fat Tailed Distribution of Neural Networks Forecasting. DMIN 2010: 319-326
Segmentation, Clustering, Association
- Zhanpan Zhang, Xinping Cui, Daniel R. Jeske, Xiaoxiao Li, Jonathan Braun, James Borneman:
Clustering Scatter Plots Using Data Depth Measures. DMIN 2010: 327-333 - Mustansar Ali Ghazanfar, Adam Prügel-Bennett:
Novel Significance Weighting Schemes for Collaborative Filtering: Generating Improved Recommendations in Sparse Environments. DMIN 2010: 334-342 - Jieh-Shan Yeh, Chia-Hsien Ting:
SP&EPPF: A Novel Algorithm for Sequential Interval-based Pattern Mining. DMIN 2010: 343-349 - Vemund Jakobsen, Terje Kristensen:
Interactive Clustering of Proteomic Data - a Comparison between Self-Organizing Map and Neural Gas. DMIN 2010: 350-356 - Chendong Li, Jiayin Wang, Yichen Liu:
Extracting Interesting Patterns of Hard CSPs. DMIN 2010: 357-363 - Ting-Yu Chen, Jyun Hao Huang:
Application of Clustering in a Hybrid Global Optimization Algorithm. DMIN 2010: 364-369 - Ryosuke Saga, Chihiro Sugaya, Kodai Kitami:
Extension of Hierarchical Information Acquirement by Association Rule Mining from Semi-Structured Data. DMIN 2010: 370-374 - Chendong Li, Yichen Liu:
Discovering Latent Healthy Nutritional Dietary Patterns with Association Rule Mining and Constraint Handling Rules. DMIN 2010: 375-379 - Muhammad Naeem, Sohail Asghar:
A Novel Architecture for Hiding Sensitive Association Rules. DMIN 2010: 380-385 - Fokrul Alom Mazarbhuiya, Anjana Kakoti Mahanta, Hemanta K. Baruah:
Finding Sequential Patterns from Temporal Datasets. DMIN 2010: 386-391 - Chérif Mballo, Vladimir Makarenkov:
Using Unsupervised Machine Learning Methods in High-Throughput Screening. DMIN 2010: 392-395 - Yong Shi, Ali Tavakoli:
A Dimension-wise Algorithm for Multi-dimensional Data. DMIN 2010: 396-402
Stochastic Resonance, Classification, and Indexing
- Brandon Franzke, Bart Kosko:
Stochastic Resonance Noise Benefits in Markov Chain Monte Carlo Density Estimation. DMIN 2010: 403-408 - In-Chan Choi, Jae-Sung Lee:
Document Indexing by Latent Dirichlet Allocation. DMIN 2010: 409-414 - Zied Kechaou, Ali Wali, Mohamed Ben Ammar, Adel M. Alimi:
Novel Hybrid Method for Sentiment Classification of Movie Reviews. DMIN 2010: 415-
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