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DMIN 2008: Las Vegas, Nevada, USA
- Robert Stahlbock, Sven F. Crone, Stefan Lessmann:
Proceedings of The 2008 International Conference on Data Mining, DMIN 2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes. CSREA Press 2008, ISBN 1-60132-062-0
Classification and Regression I
- Haifeng Xiao, Chunhua Chen, Wei Su, John A. Kosinski, Yun Q. Shi:
Data Mining of Modulation Types Using Cyclostationarity-Based Decision Tree. DMIN 2008: 3-9 - Mingjun Song, Sanguthevar Rajasekaran:
A Novel Scheme for the Detection of an Unknown Class in Classification. DMIN 2008: 10-13 - Reena Srivastava, Manoj Madhava Gore:
A Micro-Clustering Based Method for Multi-Class Classification in Multi-Relational Databases. DMIN 2008: 14-20 - Ting Li, Haiying Shen, Anthony Rosequist:
Token List Based Data Searching in a Multi-Dimensional Massive Database. DMIN 2008: 21-25 - Shawkat Ali, Ben Pang, Kevin Tackle:
Rule Based Base Classifier Selection for Bagging Algorithm. DMIN 2008: 26-29 - Jair Cervantes, Xiaoou Li, Wen Yu:
Multi-Class SVM for Large Data Sets Considering Models of Classes Distribution. DMIN 2008: 30-35 - Samira Karimi, Adel Torkaman Rahmani:
Improving the Performance of XCS Classifier System. DMIN 2008: 36-42 - Fatemeh Emdad, Seyed A. Zekavat:
Investigating the Relationship Between Canonical Correlation Analysis (CCA), and Signal Fraction Analysis (SFA) in Signal Separation. DMIN 2008: 43-48 - Jaakko Talonen, Miki Sirola, Jukka Parviainen:
Leakage Detection by Adaptive Process Modeling. DMIN 2008: 49-52
Classification and Regression II
- Tracy D. Lemmond, Andrew O. Hatch, Barry Y. Chen, David Knapp, Lawrence Hiller, Marshall Mugge, William G. Hanley:
Discriminant Random Forests. DMIN 2008: 55-61 - Cristián J. Figueroa, Jaime E. Araya:
A Neural Mining Approach for Predicting Customer Loyalty in Large Retail Databases. DMIN 2008: 62-70 - Shahram Golzari, Shyamala Doraisamy, Noris Mohd. Norowi, Md Nasir Sulaiman, Nur Izura Udzir:
A Comprehensive Study in Benchmarking Feature Selection and Classification Approaches for Traditional Malay Music Genre Classification. DMIN 2008: 71-77 - Chunying Zhao, Gongde Guo, Xuming Huang, Tianqiang Huang, Daniel Neagu:
Data Reduction and Classification based on Multiple Classifier Behavior. DMIN 2008: 78-83 - Giorgio Corani, Marco Zaffalon:
Naive credal classifier 2: an extension of naive Bayes for delivering robust classifications. DMIN 2008: 84-90 - Shahram Golzari, Shyamala Doraisamy, Md Nasir Sulaiman, Nur Izura Udzir:
Notes on Using Nonlinear Resource Allocation Methods in AIRS Classifier. DMIN 2008: 91-95 - Jose George, Rajeev Kumaraswamy:
A Hybrid Wavelet Kernel Construction for Support Vector Machine Classification. DMIN 2008: 96-101 - Grete Lind, Rein Kuusik:
Some Problems in Determinacy Analysis Approaches Development. DMIN 2008: 102-108 - David Wright:
Ranking of Health Plan Members for Proactive Intervention. DMIN 2008: 109-113
Classification and Regression III
- Nguyen-Khang Pham, Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich:
Using Local Node Information in Decision Trees: Coupling a Local Labeling Rule with an Off-centered Entropy. DMIN 2008: 117-123 - Ulf Johansson, Rikard König, Lars Niklasson:
Evolving a Locally Optimized Instance Based Learner. DMIN 2008: 124-129 - Claudia Jeanneth Becerra, Fabio Augusto González Osorio, Sergio Jiménez:
3-Functions Meta-Learner Algorithm: a Mixture of Experts Technique to Improve Regression Models. DMIN 2008: 130-136 - G. M. Shafiullah, Scott Simson, Adam Thompson, Peter J. Wolfs, Shawkat Ali:
Forecasting Vertical Acceleration Railway Wagons - A comparative study. DMIN 2008: 137-143 - Bijan Raahemi, Ali Mumtaz:
A Two-Stage Architecture for Classification of Peer-to-Peer Traffic Using Fast Decision Tree. DMIN 2008: 144-149 - Suraiya Jabin, Mohd. Afshar Alam:
Learning Classifier Systems Approach for automated generation of Censored Production Rules from large data sets containing Missing and Continuous Attribute values. DMIN 2008: 150-156 - Iryna Skrypnyk:
Feature Weighting to Improve Class Discrimination in Subspaces. DMIN 2008: 157-163 - Quoc-Nam Tran:
Using ANOVA to Analyze Modified Gini Index Decision Tree Classification. DMIN 2008: 164-170
Feature Selection and Transformation, Sampling and Rebalancing
- Kyriacos Chrysostomou, Sherry Y. Chen, Xiaohui Liu:
The Influences of Number and Nature of Classifiers on Consensus Feature Selection. DMIN 2008: 173-179 - Fatemeh Emdad, Michael Kirby, Seyed A. Zekavat:
Feature Extraction via Kernelized Signal Fraction Analysis vs Kernelized Principal Component Analysis. DMIN 2008: 180-184 - Anne Venables, Michelle Dickson, Paul Boon:
Use of Neural Networks for Integrated Assessments of Wetlands in the Gippsland region of South-east Australia. DMIN 2008: 185-190 - Sebastian Klenk, Gunther Heidemann:
A New Method for Principal Component Analysis of High-Dimensional Data Using Compressive Sensing. DMIN 2008: 191-196 - Christian Sassenberg, Christian Weber, Madjid Fathi, Alexander Holland, Ralf Montino:
Feature Selection for Improving the Usability of Classification Results of High-Dimensional Data. DMIN 2008: 197-201 - Yong Shi:
Towards Solving Dimension Reduction Problems for Multi-Dimensional Data. DMIN 2008: 202-208
Forecasting and Time Series Modelling
- Rui Xu, Robert S. Woodley, Donald C. Wunsch II:
Default ARTMAP Neural Networks for Classification of Anthrax Time Series from Inhalation Anthrax Models. DMIN 2008: 211-216 - Dawei Han:
Neuro-Fuzzy Models in Real-Time Flood Forecasting. DMIN 2008: 217-222 - Jun Wan, Sifeng Liu, Haijing Xu:
Research on The Intraday Periodities Based on Maximum Overlap Discrete Wavelet Transformations. DMIN 2008: 223-227 - Hassan Rabie, Mohammed El-Beltagy, Assem Tharwat, Said Hassan:
Exploring Input Selection for Time Series Forecasting. DMIN 2008: 228-232 - Yulong Xie, Christopher J. Murray, Timonthy P. Hanrahan, David R. Geist:
Data Mining on Large Data Set for Predicting Salmon Spawning Habitat. DMIN 2008: 233-239
Forecasting and Time Series Modelling II
- Tsung-Hsien Tsai:
Case Based Models to Predict Final Sales: A Test of Railway Passenger Arrivals. DMIN 2008: 243-248 - Maysa Ammouri, Sameh Al-Shihabi:
Selecting Technical Indicators to be Used by an Artificial Neural Network for Stocks' Trends Prediction. DMIN 2008: 249-252 - Leonidas Karamitopoulos, Georgios Evangelidis, Dimitrios Dervos:
Multivariate Time Series Data Mining: PCA-based Measures For Similarity Search. DMIN 2008: 253-259 - Porntip Dechpichai, Pamela Davy:
Weight Initialization of Gaussian Neural Networks for Conditional Mean and Variance Forecasts. DMIN 2008: 260-266 - Krishna Reddy Malkareddy, Boiroju Naveen Kumar:
Forecasting Foreign Exchange Rates Using Time Delay Neural Networks. DMIN 2008: 267-273
Frequent Itemsets and Association Rule Mining
- Kaoru Shimada, Kotaro Hirasawa:
Exceptional Association Rule Mining Using Genetic Network Programming. DMIN 2008: 277-283 - Su-Jeong Ko:
Recommender Agent Using an Associative Item Tree. DMIN 2008: 284-290 - Junbo Chen, Bo Zhou, Yiqun Ding, Lu Chen:
Finding Cloesed Frequent Itemsets in Linear Time. DMIN 2008: 291-297 - Rajendra Sahu, Rajul Anand, Ravi Agrawal, Abhishek Vaid, Santosh Kanojia:
Multi-Dimensional Association Rules from Large Weather Data Set : A Proposed Methodology. DMIN 2008: 298-303 - Kelly Kingchi Yip, David A. Nembhard:
Combined AND/OR Association Rule. DMIN 2008: 304-308 - Mohammad-Hossein Nadimi-Shahraki, Norwati Mustapha, Md Nasir Sulaiman, Ali B. Mamat:
A New Algorithm for Discovery Maximal Frequent Itemsets. DMIN 2008: 309-312 - Gavin Shaw, Yue Xu, Shlomo Geva:
Eliminating Redundant Association Rules in Multi-Level Datasets. DMIN 2008: 313-319
Fuzzy Logic and Rough Sets
- Ming He, Wei Li:
Uncertain Measure of Knowledge Based on Generalized Rough Sets in Incomplete Infomration Systems. DMIN 2008: 323-327 - Bingru Yang, Zhen Peng:
A New Construction of Classification Based on Asymmetrical Fuzzy Cognitive Map. DMIN 2008: 328-332
Knowledge Discovery Applications, Data Warehousing and OLAP
- Setu Madhavi Namburu, Danil V. Prokhorov, Shunsuke Chigusa, Liu Qiao, Krishna R. Pattipati:
KDD and Its Applications in Automotive Sector - A Brief Survey. DMIN 2008: 335-341 - Thomas Legault, Ilham Benyahia:
Use of Data Mining for Incremental Modeling of Network Environment Components. DMIN 2008: 342-347 - Afshin Salajegheh, Mohammad Reza Kangavari:
Designing an Extensible Query Language for Data Mining. DMIN 2008: 348-354 - Azzam ul Asar, Ullah Amjad:
Application of Data Mining Techniques in the Identification of Key Weather Parameters Affecting Electric Load Patterns. DMIN 2008: 355-361 - Srikanth Rokkam, Yijie Han:
Data Warehousing: A Functional Overview. DMIN 2008: 362-369
Multimedia Mining, Mining Text, Semi-Structured Data and Data Streams
- Jongwoo Kim, Daniel X. Le, George R. Thoma:
Naive Bayes Classifier for Extracting Bibliographic Information from Biomedical Online Articles. DMIN 2008: 373-378 - Ya-Hung Tseng, Jia-Lien Hsu, Yen-Fu Li:
Music Visualization with DISC and Structural Feature Diagram. DMIN 2008: 379-384 - Bahareh Bina, Mohamad Hasan Ahmadi, Maseud Rahgozar:
Farsi Text Classification Using N-Grams and Knn Algorithm A Comparative Study. DMIN 2008: 385-390 - Alok Kumar Choudhary, Jenny A. Harding, Patricia Carrillo, Paul Oluikpe, Nadeem Rahman:
Text Mining Post Project Reviews to Improve the Construction Project Supply Chain Design. DMIN 2008: 391-397 - DongJun Zong, Guojun Mao, Xindong Wu:
An Intrusion Detection Model Based on Mining Data Streams. DMIN 2008: 398-403
Outlier Detection and Novelty Detection
- Xiaochun Wang, D. Mitch Wilkes:
Visual Novel Object Detection for Mobile Robots. DMIN 2008: 407-413 - Dyah Erny Herwindiati, Ery Dewajani:
Data Mining For Outlier With Minimum Vector Variance. DMIN 2008: 414-419 - Xiaochun Wang, Xia Wang, D. Mitch Wilkes:
Application of Two Partial Search Methods to Euclidean Distance-Based Outlier Detection. DMIN 2008: 420-426 - Anna Koufakou, Michael Georgiopoulos, Georgios C. Anagnostopoulos:
Detecting Outliers in High-Dimensional Datasets with Mixed Attributes. DMIN 2008: 427-433 - Mary Malone, James Dullea:
An Analysis of Data Anomalies in Data Mining and Knowledge Discovery in Data. DMIN 2008: 434-440
Parallel Algorithms, Grid Computing, Metaheuristics
- Kristina Davoian, Wolfram-Manfred Lippe:
Exploring the Role of Activation Function Type in Evolutionary Artificial Neural Networks. DMIN 2008: 443-449 - Cecilia Sönströd, Ulf Johansson, Rikard König, Lars Niklasson:
Genetic Decision Lists for Concept Description. DMIN 2008: 450-456 - Sedigheh Khajouei Nejad, Alireza Moazami, Farid Seifi, Mohammad Reza Kangavari, Hooman Abbasian:
Distributed Probabilistic Classification of Data Streams. DMIN 2008: 457-463 - Djamila Mokeddem, Hafida Belbachir:
Distributed Data Mining using Ensemble Learning Methods. DMIN 2008: 464-470
Privacy Preserving Data Mining
- Olvi L. Mangasarian, Edward W. Wild:
Privacy-Preserving Classification of Horizontally Partitioned Data via Random Kernels. DMIN 2008: 473-479 - Ronggong Song, Larry Korba, George Yee:
An Efficient Privacy-Preserving Data Mining Platform. DMIN 2008: 480-486 - Aaron Lai, Thomas Ho, Raymond Wan:
A Brief Guide to Legal Issues for Data-miners. DMIN 2008: 487-493 - Pradeep Kumar, Pisipati Radha Krishna:
A Fuzzy Based Privacy Preserving k-NN Classification. DMIN 2008: 494-499 - Pradeep Kumar, Meena Dilip Singh, Ashutosh Saxena:
HEMIN: A Cryptographic Approach for Private k-NN Classification. DMIN 2008: 500-505 - V. Valli Kumari, S. Ram Prasad Reddy, M. Aruna Sowjanya, B. Jhansi Vazram, K. V. S. V. N. Raju:
A Novel Approach for Privacy Preserving Publication of Data. DMIN 2008: 506-512 - Mahmoud Hussein, Ashraf El-Sisi, Nabil A. Ismail:
Fast Cryptographic Privacy Preserving Association Rules Mining on Distributed Homogenous Data Base. DMIN 2008: 513-519 - Ravi Chandra Enaganti, Durvasula V. L. N. Somayajulu:
An Improved Distortion Technique for Privacy Preserving Frequent Itemset Mining. DMIN 2008: 520-526
Segmentation and Clustering
- Robert Barton, Sen Zhang, Katherine G. Herbert:
Algorithms and Software for Calculating and Visualizing the Cardinality of the Grand Bounding Ball by Means of Intersection Trees. DMIN 2008: 529-535 - Mohamed Nadif, Gérard Govaert:
Algorithms for Model-based Block Gaussian Clustering. DMIN 2008: 536-542 - Yong Shi:
Towards Iteratively Analyzing the Distribution of Multi-Dimensional Data. DMIN 2008: 543-549 - Baoying Wang, Aijuan Dong:
Parallel Implementation of Hybrid Clustering. DMIN 2008: 550-554 - Yong Shi, Li Zhang:
PanKNN: A Dimension-wise Approach to Similarity Search Problems. DMIN 2008: 555-561 - Anand Sesham, Sai Hanuman Akundi, A. Govardhan, P. Padmanabham:
Use of Data Mining Techniques in Understanding Home Interview Surveys Employed for Travel Demand Estimation. DMIN 2008: 562-568
Segmentation and Clustering II
- Tao Li, Sarabjot S. Anand:
Automated Taxonomy Generation for Summarizing Multi-Type Relational Datasets. DMIN 2008: 571-577 - Hirotaka Inoue, Hiroyuki Narihisa:
Efficient Incremental Learning with Self-Organizing Neural Grove. DMIN 2008: 578-582 - Harsha Aeron, Ramasubramanian Sundararajan, Tarun Bhaskar, Ashwani Kumar, Moorthy Janakiraman:
Genetic Algorithm Technique for Profitability Based Segmentation. DMIN 2008: 583-589 - Bingbing Yang, Xinyu Chen, Shengyong Xu, Ping Guo:
Software Metrics Analysis with Genetic Algorithm and Affinity Propagation Clustering. DMIN 2008: 590-596 - Wei Li, Cindy X. Chen, Jie Wang:
PCS: An Efficient Clustering Method for High-Dimensional Data. DMIN 2008: 597-603 - Hosein Marzi, Craig MacNeil, Elham Marzi:
Assessing the Effectivenes of Data Mining Techniques. DMIN 2008: 604-610
Web and Social Networks Mining I
- Ian McCulloh, Eric Daimler, Kathleen M. Carley:
Using Latent Semantic Analysis of Email to Detect Change in Social Groups. DMIN 2008: 613-618 - Muhammad Nadeem, Syed Shams-ul-Haq:
Guided Web Content Mining Approach for Automated Meta-Rule Extraction and Information Retrieval. DMIN 2008: 619-625 - Yuxin Wang, Keizo Oyama:
Web Page Classification exploiting Surrounding Pages with Noisy Page Filtering. DMIN 2008: 626-632 - Amithalal Caldera:
A Framework for Improving Time-Oriented Heuristic in Estimating User Session from Web Server Logs. DMIN 2008: 633-639 - Saba Hilal, S. A. M. Rizvi:
Evaluation of Syllabus Based Web Content Extractor. DMIN 2008: 640-643
Web and Social Networks Mining II
- Maojin Jiang, Shlomo Argamon:
Political Leaning Categorization by Exploring Subjectivities in Political Blogs. DMIN 2008: 647-653 - Bingfeng Pi, Shunkai Fu, Gang Zou, Jia Guo, Song Han:
Query-biased Near Duplicate Web Document Detecting: Effective, Efficient and Customizable. DMIN 2008: 654-659 - Yen-Ssu Chou, Tzung-Shi Chen:
Mining User Movement Behavior Patterns in a Mobile Service Environment. DMIN 2008: 660-666 - Junlan Feng, Valerie Torres, Daniel Sheleheda, Cynthia Cama:
WebTrack: Mining and Tracking Content and Structure of Websites. DMIN 2008: 667-673 - Xiaoran Wang, Coskun Bayrak:
Categorization of Users Using Unlabeled Query Logs. DMIN 2008: 674-679
Late Papers
- Elie Prudhomme, Stéphane Lallich:
Optimization of Self-Organizing Maps Ensemble in Prediction. DMIN 2008: 683-688 - Neetu Gangal, Mirza Mohd. Sufyan Beg:
Finding the Interesting Rules First. DMIN 2008: 689-694 - Robert Stahlbock:
Predicting Daily Exchange Rate Movements by Probabilistic Neural Nets based upon Point & Figure Charts. DMIN 2008: 695-701 - Shujiang Yang, Mohammed Lach-hab, Iosif I. Vaisman, Estela Blaisten-Barojas:
Machine Learning Approach for Classification of Zeolite Crystals. DMIN 2008: 702-706 - Shawki A. Al-Dubaee, Nesar Ahmad:
The Bior 3.1 Wavelet Transform in Multilingual Web Information Retrieval. DMIN 2008: 707-713 - Selim Mimaroglu, Dan A. Simovici:
Approximate Computation of Object Distances by Locality-Sensitive Hashing. DMIN 2008: 714-718 - Sang C. Suh, Madhavi L. Valasingam:
Role of Conceptual Hierarchies in the Diagnosis of Diabetes. DMIN 2008: 719-724
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