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DMIN 2009: Las Vegas, Nevada, USA
- Robert Stahlbock, Sven F. Crone, Stefan Lessmann:
Proceedings of The 2009 International Conference on Data Mining, DMIN 2009, July 13-16, 2009, Las Vegas, USA. CSREA Press 2009, ISBN 1-60132-099-X
A Tour of Advanced Data Mining Methodologies
- Dan Steinberg:
A Tour of Advanced Data Mining Methodologies: The CART Decision Tree. DMIN 2009: 3-10
Association Rule Mining
- Emna Bahri, Stéphane Lallich:
Pruning for Extracting Class Association Rules Without Candidate Generation. DMIN 2009: 11-17 - I-En Liao, Ke-Chung Lin, Hong-Bin Chen:
Mining Frequent Itemsets by Transaction Decomposition with Itemset Clustering. DMIN 2009: 18-24 - Fan Wu, Ya-Han Hu, Kai-Chung Pai:
Linked List Based High Utility Itemsets Mining Using Pattern Growth Method. DMIN 2009: 25-34
Business Intelligence
- Walter Cai, David C. Anastasiu, Mingji Xia, Byron J. Gao:
OLAP For Multicriteria Maintenance Scheduling. DMIN 2009: 35-41 - Stamatis Stefanakos:
Using Social Ties to Predict Missing Customer Information. DMIN 2009: 42-47 - Payyavula Gangadhar, Ravulapalli Lakshmi Tulasi:
Advanced Implementation Techniques for Scientific Data Warehouses. DMIN 2009: 48-54 - Kevin Daimi, Ruth Miller:
Analyzing Student Retention with Data Mining. DMIN 2009: 55-60 - Sulaiman Al-Hudhaif:
Automobile Insurance Knowledge Mining. DMIN 2009: 61-70
Real-World Data Mining Applications, Challenges, and Perspectives
- Nizar Sakr, Fawaz A. Alsulaiman, Julio J. Valdés, Abdulmotaleb El-Saddik, Nicolas D. Georganas:
Relevant Feature Selection and Generation in High Dimensional Haptic-based Biometric Data. DMIN 2009: 71-77 - Mohammad-Hossein Nadimi-Shahraki, Norwati Mustapha, Md Nasir Sulaiman, Ali B. Mamat:
A Prime Number-Based Method for Interactive Frequent Pattern Mining. DMIN 2009: 78-83 - Majid Rastegar-Mojarad, Behrouz Minaei-Bidgoli:
MRC: Multi Relational Clustering approach. DMIN 2009: 84-89 - Clifton Mortensen, Robert Woodley, Steve Gorrell:
Concurrent Agent-enabled Extraction of Computational Fluid Dynamics (CFD) Features in Simulation. DMIN 2009: 90-96 - Ulf Johansson, Cecilia Sönströd:
Fish or Shark - Data Mining Online Poker. DMIN 2009: 97-103 - Tae-Wan Ryu, Jae Soo Yoo, Michael Allen Bickel:
An Efficient Clustering Algorithm based on Sorting and Binary Splitting. DMIN 2009: 104-109 - R. K. Agrawal, Ashish Chaudhary:
Perturbation Scheme for Online Incremental Learning of Features for Face Recognition. DMIN 2009: 110-116 - Guangzhi Qu, Hui Wu, Tao Xia:
A Linear Integer Programming Approach to Objective Aware Feature Selection. DMIN 2009: 117-123 - Gary M. Weiss:
Data Mining in the Real World: Experiences, Challenges, and Recommendations. DMIN 2009: 124-130 - Sreenivasa Rao, S. Ram Prasad Reddy, K. Venkata Ramana, V. Valli Kumari, K. V. S. V. N. Raju:
Privacy Preserving Sharing of Data. DMIN 2009: 131-137 - Paulo J. L. Adeodato, Tarcísio B. Gurgel, Sandra Mattos:
A Decision Support System Based on Data Mining for Pediatric Cardiology Diagnosis. DMIN 2009: 138-143 - Yinghao Huang, Naeem Seliya, Yi Lu Murphey, Roy B. Friedenthal:
Name Entity Recognition and Classification in Medical Text Documents. DMIN 2009: 144-150 - Fan Wu, Ya-Han Hu, Che-Wei Yang:
Distributed Frequent Pattern Mining Using Time-Slice Method. DMIN 2009: 151-157 - Fan Wu, Ya-Han Hu, Tz-Ke Wu:
A Novel and Efficient Distributed Data Mining Algorithm Based on Frequent Pattern-Tree. DMIN 2009: 158-164 - Kathryn Burn-Thornton, Tim Burman:
Factors Which Influence the Recovery of Alcohol Addicts: A Second Follow Up Study. DMIN 2009: 165-170 - Syed Shams-ul-Haq, Muhammad Nadeem:
Supervised DAG Based Data Mining Model for DNA Sequence Analysis and Pattern Discovery. DMIN 2009: 171-177 - Chandrani Singh, Arpita Gopal:
Performance Monitoring and Evaluation of Software Developers in an Information Technology Company using Data Mining Techniques. DMIN 2009: 178-184 - Samuel Moore, Daniel D'Addario, James Kurinskas, Gary M. Weiss:
Are Decision Trees Always Greener on the Open (Source) Side of the Fence? DMIN 2009: 185-188 - Angi Roesch, Harald Schmidbauer:
Action Selection in Customer Value Optimization: An Approach Based on Covariate-Dependent Markov Decision Processes. DMIN 2009: 189-192 - Gonçalo Marques, Thibault Langlois:
A Language Modeling Approach for the Classification of Music Pieces. DMIN 2009: 193-198
Data Mining for Time Series Data - Forecasting, Classification and Clustering
- Xiong Deng, Yike Guo, Moustafa Ghanem:
Dynamic Data Mining: A Novel Data Mining Process Model. DMIN 2009: 199-206 - Mahmoud Abou-Nasr:
ATM's Daily Cash Money Demand Forecasting with Recurrent Neural Networks. DMIN 2009: 207-213 - Dung N. Lam, Cheryl Martin:
Incorporating Conditional Probability Functions in Time-Dependent Bayesian Networks. DMIN 2009: 214-220 - Li Wan, Jianxin Liao, Xiaomin Zhu:
Mining Sequential Episodes from Segmentation of Multivariate Time Series. DMIN 2009: 221-227 - Guojun Mao, Xialing Yang:
An Algorithm For Efficiently Clustering High-dimensional Data Streams. DMIN 2009: 228-231 - Sven F. Crone, Nikolaos Kourentzes:
Forecasting Seasonal Time Series with Multilayer Perceptrons - An Empirical Evaluation of Input Vector Specifications for Deterministic Seasonality. DMIN 2009: 232-238 - Yong Shi:
A Fuzzy Index Structure for Multi-Dimensional Data. DMIN 2009: 239-242 - Weisong He, Guangmin Hu:
Network-wide Analysis Using Spatio-temporal Association Rules Mining. DMIN 2009: 243-246 - Jaakko Talonen, Miki Sirola:
Abnormal Process State Detection by Cluster Center Point Monitoring in BWR Nuclear Power Plant. DMIN 2009: 247-252
Data Pre-Processing
- Sabra Dinerstein, Christophe G. Giraud-Carrier, Jared Dinerstein, Parris K. Egbert:
Fused Multi-modal Deduplication. DMIN 2009: 253-259 - Ye Tian, Gary M. Weiss, D. Frank Hsu, Qiang Ma:
A Combinatorial Fusion Method for Feature Construction. DMIN 2009: 260-266 - Tianya Hou, Hyunjung Shin:
Influence of Noisy and High-Dimensional Data on Semi-Supervised Learning. DMIN 2009: 267-273 - Noha Adly:
Efficient Record Linkage using a Double Embedding Scheme. DMIN 2009: 274-281 - Gideon Dror:
Feature Extraction for Graph Datasets. DMIN 2009: 282-290
Predictive Modelling
- Davide Anguita, Alessandro Ghio, Sandro Ridella, Dario Sterpi:
K-Fold Cross Validation for Error Rate Estimate in Support Vector Machines. DMIN 2009: 291-297 - Olutayo Oladunni:
Rule-Based Linear Regression Machine. DMIN 2009: 298-304 - David Barbella, Sami Benzaid, Janara M. Christensen, Bret Jackson, X. Victor Qin, David R. Musicant:
Understanding Support Vector Machine Classifications via a Recommender System-Like Approach. DMIN 2009: 305-311 - Daniel Burfoot, Yasuo Kuniyoshi:
View of Boosting as a Search for Randomness Deficiencies. DMIN 2009: 312-318 - Chun-Hung Tzeng:
A Probabilistic Model of Pattern Recognition on Abstract Data. DMIN 2009: 319-325 - Pasquale Malacaria, Fabrizio Smeraldi:
On Adaboost and Optimal Betting Strategies. DMIN 2009: 326-332 - Faisal Zaman, Hideo Hirose:
An Experimental Study on a New Ensemble Method using Robust and Order Statistics. DMIN 2009: 333-339 - Dustin Baumgartner, Gürsel Serpen:
Large Experiment and Evaluation Tool for WEKA Classifiers. DMIN 2009: 340-346 - Jacques-H. Bellec, M. Tahar Kechadi:
Formal Model For Fault Recognition In Modern Telecommunication Networks. DMIN 2009: 347-353 - Cecilia Sönströd, Ulf Johansson, Tuve Löfström:
Evaluating Algorithms for Concept Description. DMIN 2009: 354-360 - Kristina Davoian, Wolfram-Manfred Lippe:
Greedy Learning: Using Advantages of Distribution Functions to Improve Generalization of ANNs. DMIN 2009: 361-367 - Iryna Skrypnyk:
Generation of Weak Models in Stochastic Discrimination. DMIN 2009: 368-374 - Syed Zakir Ali, P. Nagabhushan, R. Pradeep Kumar:
Regression based Incremental Learning through Cluster Analysis of Temporal data. DMIN 2009: 375-381 - Jarka Arefin, Rashedur M. Rahman:
Study of Dhaka Stock Exchange-Efficient Market Hypothesis. DMIN 2009: 382-388 - G. Jaya Suma, M. Shashi:
Identifying Subscribers with Multi-Split Fuzzy Decision Trees. DMIN 2009: 389-395 - Asem Omari, Issa Hweidi:
On The Usage of Data Mining as a Descriptive and Predictive Tool for Cancer Management in Jordan: A Scenario. DMIN 2009: 396-402
Privacy Preserving Data Mining
- Roy Ford, Traian Marius Truta, Alina Campan:
P-Sensitive K-Anonymity for Social Networks. DMIN 2009: 403-409 - Jimmy Secretan, Anna Koufakou, Michael Georgiopoulos:
APHID: A Practical Architecture for High-Performance, Privacy-Preserving Data Mining. DMIN 2009: 410-416 - Mohammad Ali Kadampur, Durvasula V. L. N. Somayajulu:
High Speed Data Perturbation Methods for Privacy Preserving Data Mining. DMIN 2009: 417-426
Text and Web Mining
- Fan Wang, Yuan Hong, Wenbin Zhang, Gagan Agrawal:
Personality Based Latent Friendship Mining. DMIN 2009: 427-433 - Muhammed Miah:
Improved k-NN Algorithm for Text Classification. DMIN 2009: 434-440 - Taoufik Guernine, Kacem Zeroual:
SVM Fuzzy Hierarchical Document Categorization and Retrieval Method. DMIN 2009: 441-447 - Saifullah Azim, Sohail Asghar:
Evaluation of Structured and Un-Structured Document Classification Techniques. DMIN 2009: 448-457 - Mehrdad Jalali, Norwati Mustapha, Md Nasir Sulaiman, Ali Mamat:
Towards Online Personalized Foreseeing System by New Approach through Web Usage Mining. DMIN 2009: 458-467 - Ingyu Lee, Byung-Won On, Seong No Yoon:
Algebraic Algorithms to Solve Name Disambiguation Problem. DMIN 2009: 468-474 - Gaurav Ruhela:
Improving Cohesiveness of Text Document Clusters. DMIN 2009: 475-480 - Göksel Biricik, Banu Diri:
Impact of a New Attribute Extraction Algorithm on Web Page Classification. DMIN 2009: 481-485 - Houssain Kettani, Gregory B. Newby:
On the Ranking of Text Documents from Large Corpuses. DMIN 2009: 486-490 - Ester Boldrini, Alexandra Balahur, Patricio Martínez-Barco, Andrés Montoyo:
EmotiBlog: an Annotation Scheme for Emotion Detection and Analysis in Non-traditional Textual Genres. DMIN 2009: 491-497 - Anjum Gupta:
Learning a Hyperplane using Genetic Algorithm for Sentiment Classification in Text. DMIN 2009: 498-504
Unsupervised Data Mining
- Anna Koufakou, Jimmy Secretan, Michelle Fox, Gary Gramajo, Georgios C. Anagnostopoulos, Michael Georgiopoulos:
Outlier Detection for Large High-Dimensional Categorical Data using Non-Derivable and Non-Almost-Derivable Sets. DMIN 2009: 505-511 - Sebastian Klenk, Gunther Heidemann:
A Sparse Coding Based Similarity Measure. DMIN 2009: 512-516 - Ahmed M. Fahim, Gunter Saake, Abdel-Badeeh M. Salem, Fawzy A. Torkey, Mohamed A. Ramadan:
An Enhanced Density Based Spatial clustering of Applications with Noise. DMIN 2009: 517-523 - Abdul Aleem, Reena Srivastava, Anil Kumar Singh, M. M. Gore:
GCLOD : A Clustering Algorithm for Improved Intra-cluster Similarity and Efficient Local Outliers Detection. DMIN 2009: 524-530 - Chuan Zhao, Krishnamoorthy Sivakumar:
A Graph-based Similarity Metric and Validity Indices for Clustering Non-numeric and Unstructured Data. DMIN 2009: 531-537 - R. Nedunchelian, R. Muthucumarasamy, E. Saranathan:
Comparison of Standard and Optimized K-means in SQL. DMIN 2009: 538-542 - Arko Banerjee, Arun K. Pujari:
Opportunistic Consensus Clustering. DMIN 2009: 543-549 - Anjum Gupta:
Learning a Similarity Measure to Objectively Evaluate Image Segmentation Quality. DMIN 2009: 550-554 - Aikaterini Krotopoulou:
Improving the Results of Partial Match. DMIN 2009: 555-560
Data Mining in the Social and Behavioral Sciences
- Celia Watt, Jill Lassiter, Douglas Scheidt:
The Use of Logistic Regression Analyses and Data Classification Mining to Examine Variables Predictive of Long-term Healthcare Staff Giving Cessation Advice. DMIN 2009: 561-565 - Gregg R. Murray, Lance Y. Hunter, Anthony Scime:
Testing Terrorism Using Iterative Expert Data Mining. DMIN 2009: 565-572
Late Papers
- Stephen Hole, Duncan McPhee, Alex Lohfink:
Mining Spreadsheet Complexity Data to Classify End User Developers. DMIN 2009: 573-579 - Emad A. El-Sebakhy, Tarek R. Sheltami, Asparouhov Asparouhov, Krassimir Latinski, Zeehasham Rasheed:
Extreme Lerning Machine Classifier Capablities in Solving Multicategory Disease Classification Problems. DMIN 2009: 580-585 - Inès Hilali-Jaghdam, Jalel Akaichi:
Parallel Synchronization of View Definitions Based On Clustering Techniques. DMIN 2009: 586-590 - Jongwoo Choi, Daesub Yoon, Kyoungho Kim, Hyunsuk Kim:
The Analysis of the Relationships Between the Real Vehicle Informaion and the Fuel Consumption. DMIN 2009: 591-594 - María Beatríz Bernábe Loranca, José E. Espinosa Rosales, María Auxilio Osorio Lama, Javier Ramírez Rodríguez, Ricardo García Aceves:
A Comparative Study of Simulated Annealing and Variable Neighborhood Search for the Geographic Clustering Problem. DMIN 2009: 595-599
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