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ORCIDDMIN 2007: Las Vegas, Nevada, USA
- Robert Stahlbock, Sven F. Crone, Stefan Lessmann:
Proceedings of the 2007 International Conference on Data Mining, DMIN 2007, June 25-28, 2007, Las Vegas, Nevada, USA. CSREA Press 2007, ISBN 1-60132-031-0
Time Series Data Mining and Forecasting
- Anatoli Nachev, Borislav Stoyanov:
Default ARTMAP Neural Networks for Financial Diagnosis. DMIN 2007: 3-9 - Kristina Davoian, Wolfram-Manfred Lippe:
Time Series Prediction with Parallel Evolutionary Artificial Neural Networks. DMIN 2007: 10-15 - Durga Toshniwal, Ramesh C. Joshi:
Finding Associations in Time Series Data Using Centroids. DMIN 2007: 16-21 - B. Chandra, P. Paul Varghese, Ashok Wardhan:
Mining Data for Profitable Trading. DMIN 2007: 22-30
Data Mining for Pattern Classification
- Lili Cheng, Jianpei Zhang, Jing Yang, Jun Ma:
Pre-Extracting Boundary Samples for SVM Based on Perpendicular Bisector Distance Method. DMIN 2007: 31-34 - Gary M. Weiss, Kate McCarthy, Bibi Zabar:
Cost-Sensitive Learning vs. Sampling: Which is Best for Handling Unbalanced Classes with Unequal Error Costs? DMIN 2007: 35-41 - Albert Hoang:
Using Partial Least Squares in Classification. DMIN 2007: 42-45 - Chuanyao Yang, Yuqin Li, Chenghong Zhang, Yunfa Hu:
A Fast KNN Algorithm Based on Simulated Annealing. DMIN 2007: 46-51 - Mohammad Naderi Dehkordi, Mohammad Hassan Shenassa:
Construct Optimal Predictive Classificatoin rules. DMIN 2007: 52-58 - Cecilia Sönströd, Ulf Johansson, Rikard König:
Towards a Unified View on Concept Description. DMIN 2007: 59-65 - Alexander Liu, Joydeep Ghosh, Cheryl Martin:
Generative Oversampling for Mining Imbalanced Datasets. DMIN 2007: 66-72 - Rikard König, Ulf Johansson, Lars Niklasson:
Instance Ranking using Ensemble Spread. DMIN 2007: 73-78 - Scott Pion, Lutz Hamel:
Comparing the Results of Support Vector Machines with Traditional Data Mining Algorithms. DMIN 2007: 79-83 - Iryna Skrypnyk:
Local Selective Partitioning for Heterogeneous Classification Problems. DMIN 2007: 84-90 - Xiyi Hang:
On 0-1 Learning. DMIN 2007: 91-98
Clustering and Segmentation
- Sylvain Mongy, Chabane Djeraba, Dan A. Simovici:
On Clustering Users' Behaviors in Video Sessions. DMIN 2007: 99-103 - Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak:
A Novel Cluster Center Estimation Algorithm with Hybrid Partitional Clustering. DMIN 2007: 104-110 - Lamine M. Aouad, Nhien-An Le-Khac, M. Tahar Kechadi:
Variance-based Clustering Technique for Distributed Data Mining Applications. DMIN 2007: 111-117 - Danish Irfan, Xiaofei Xu, Shengchun Deng, H. K. Sulehria:
Clustering Approach for Fissuring Forrester's Effect. DMIN 2007: 118-126
Association Rule Mining
- Dan Singer, David J. Haglin, Anna M. Manning:
Towards Average Case Analysis of Itemset Mining. DMIN 2007: 127-133 - Sonal Dekhane:
Updating Technique for Association Rules in Incremental Databases. DMIN 2007: 134-140 - David J. Haglin, Anna M. Manning:
On Minimal Infrequent Itemset Mining. DMIN 2007: 141-147 - Mohamed Yakout, Alaaeldin M. Hafez, Hussein Aly:
Mining Frequent Itemsets Using Re-Usable Data Structure. DMIN 2007: 148-155 - Chuanyao Yang, Yuqin Li, Chenghong Zhang, Yunfa Hu:
PSFIT: An Efficient Algorithm for Mining Closed Frequent Patterns. DMIN 2007: 156-162 - Jérôme Azé, Philippe Lenca, Stéphane Lallich, Benoît Vaillant:
A Study of the Robustness of Association Rules. DMIN 2007: 163-169 - Archana Raghavendran, John Thomas Selvaraj, Dawood Mohamed Imran:
ITR: An Improved Algorithm For Mining Frequent Itemsets. DMIN 2007: 170-178
Corporate Data Mining
- Sam Koslowsky:
Evaluating Database Marketing Models: More than Meets the Eye. DMIN 2007: 179-182 - Runa Bhaumik, Robin D. Burke, Bamshad Mobasher:
Crawling Attacks Against Web-based Recommender Systems. DMIN 2007: 183-189 - Ali M. Roumani, David B. Skillicorn:
Finding the Positive Nearest-Neighbor in Recommender Systems. DMIN 2007: 190-196 - Carmen M. Sordo-Garcia, M. Benjamin Dias, Ming Li, Wael El-Deredy, Paulo J. G. Lisboa:
Evaluating Retail Recommender Systems via Retrospective Data: Lessons Learnt from a Live-Intervention Study. DMIN 2007: 197-206
Behavioral Data Mining
- Michelle Cheatham, Felicia Harlow, Kevin Cleereman:
An Examination of Features for Expert Team Formation via Social Network Analysis. DMIN 2007: 207-213 - Peter Zhang, Kenneth Rockwood, Arnold Mitnitski:
Applications of Data mining in a Web-enabled Caregiver-Report Tool for Symptom Relations in Dementia. DMIN 2007: 214-220
Data Mining in Medical and Biological Applications
- Rohitash Chandra, Christian W. Omlin:
Knowledge Discovery using Artificial Neural Networks for a Conservation Biology Domain. DMIN 2007: 221-227 - Yifei Chen, Feng Liu, Bernard Manderick:
Improving the Performance of Gene Mention Recognition System using Reformed Lexicon-based Support Vector Machine. DMIN 2007: 228-234 - Mohammed Essam Khalifa, Taysir Hassan A. Soliman, Huda Amin Maghawry:
Validating HODA with Classical Clustering Techniques using Microarray Gene Expression Data. DMIN 2007: 235-241 - Xuequn Shang:
A Survey of Frequent Pattern Mining for Biological Datasets. DMIN 2007: 242-248 - Richard J. Roiger, Mark Miller, Julie Morgan, Faye Hudson:
Treatment Outcome for Patients with Low Back Injuries. DMIN 2007: 249-255 - Lauren Burrell, Otis Smart, George K. Georgoulas, Eric D. Marsh, George J. Vachtsevanos:
Evaluation of Feature Selection Techniques for Analysis of Functional MRI and EEG. DMIN 2007: 256-262 - Angelos Molfetas, George Bryan:
Structurally Evolved Neural Networks for Malignancy Classification. DMIN 2007: 263-272
Text and Document Mining
- John A. Rushing, Todd Berendes, Sara J. Graves:
Efficient Parallel Computation of Inverse Document Frequency Features for Text Mining. DMIN 2007: 273-278 - Casey Bartman, Jamal R. Alsabbagh:
TIC: Term Intersection Clustering Algorithm. DMIN 2007: 279-284 - Christos Bouras, Vassilis Poulopoulos, Vassilis Tsogkas:
Efficient Summarization Based On Categorized Keywords. DMIN 2007: 285-291 - Scott Pion, Lutz Hamel:
The Internet Democracy: A Predictive Model Based on Web Text Mining. DMIN 2007: 292-300
Techniques for Privacy Preserving Data Mining
- Sridevi Kilambi, K. V. S. V. N. Raju, Valli Kumari Vatsavayi, SrinivasaRao Siringi:
Privacy Preserving in Clustering by Categorizing Attributes Using Privacy and Non Privacy Disclosure Sets. DMIN 2007: 301-307 - P. Krishna Prasad, C. Pandu Rangan:
Privacy Preserving CACTUS Algorithm for Clustering over Vertically Partitioned Databases. DMIN 2007: 308-314 - Vishal Pannala, Sibesh Bhattacharya, Ashutosh Saxena:
Synthetic Data for Privacy Preserving Data Mining. DMIN 2007: 315-320 - Alina Campan, Traian Marius Truta, John Miller, Raluca Sinca:
A Clustering Approach for Achieving Data Privacy. DMIN 2007: 321-330
Data Mining Tasks and Applications
- Ahmet Tan, Osman Kandara, Ömer M. Soysal, Helmut Schneider:
Neural Network Based Missing Data Recovery For Crash Database. DMIN 2007: 331-337 - Anthony J. Grichnik, Michael Seskin:
Dimensionality Reduction and Variable Selection. DMIN 2007: 338-342 - Touraj Varaee, Mohammad Hassan Shenassa, Amir Masoud Rahmani:
Toward Database Semantic Integration - An Approach Based on Conceptual Schema Inference and Ontology. DMIN 2007: 343-349 - Haifeng Li, Hong Chen:
A Multiple Level Sequential Pattern Mining Model over Data Stream. DMIN 2007: 350-343 - Zu Kang, Bong Joon Choi, Kyoo Seok Park:
A Web Mining Usage based on Degree of Concern with Locational Information Contents. DMIN 2007: 354-358 - Paula Cecilia Fritzsche, Dolores Rexachs, Emilio Luque:
A knowledge-based methodology to predict performance order of data-dependent applications. DMIN 2007: 359-368
Mining Structural Data
- Yiming Yao, Tracy Hickling, William G. Hanley, Jason Lenderman:
Graph Clustering Evaluation via Integer Linear Programming. DMIN 2007: 369-375 - William Eberle, Lawrence B. Holder:
Mining for Structural Anomalies in Graph-based Data. DMIN 2007: 376-389 - Jacqueline Fernández, Natalia Miranda, Roberto Guerrero, María Fabiana Piccoli:
Image Mining: a Review. DMIN 2007: 383-389 - Chunyu Yang, Jie Zhou:
Attribute Ordering and Inversion Algorithms for Parallel Coordinates. DMIN 2007: 390-396
Late Papers
- Takayoshi Fuse, Shotaro Nishimura, Kaoru Kayayama:
Enabling the Messmer's Graph Decomposition Approach for Subgraph Isomorphism Detection to Apply to a Larger Set of Graphs. DMIN 2007: 397-403 - Wei Su, John A. Kosinski:
Data Mining of Modulation Features Using Higher-Order Statistical Transform for Battlefield Awareness. DMIN 2007: 404-408 - Taeho Jo, Malrey Lee, Hyogun Yoon, Chulgyu Song:
Modifying a Simplified EM Algorithm for Text Clustering using a SM based Operation on String Vectors. DMIN 2007: 409-413 - Richard A. Wasniowski:
Support for Mining Alert Patterns from Data Streams. DMIN 2007: 414-417 - Hafiz Muhammad Shahzad Asif, Muhammad Adam Mohyuddin, Muhammad Shahbaz:
Sales Forecasting Using Structural Risk Minimization Principle of Statistical Learning Theory. DMIN 2007: 418-
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