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Topic Paper
50 Years of Management Science Research 1. Fifty Years of Management Science
2. The Evolution of Research on Information Systems: A Fiftieth-Year Survey of the Literature in Management Science
3. Decision Analysis in Management Science
4. Improving Emergency Responsiveness with Management Science
5. Stochastic Simulation Research in Management Science
Association Rule Mining 1. Alternative interest measures for mining associations in databases
2. Efficient mining of intertransaction association rules
3. Mining optimized gain rules for numeric attributes
4. From association to classification: inference using weight of evidence
5. Forecasting association rules using existing data sets
Top-N selection 1. Mining Frequent Itemsets without Support Threshold: With and without Item Constraints
2. Optimizing Top-k Selection Queries over Multimedia Repositories
3. Evaluating Refined Queries in Top-k Retrieval Systems
4. An Efficient Cost Model for Optimization of Nearest Neighbor Search in Low and Medium Dimensional Spaces
Clustering 1. An Efficient and Scalable Algorithm for Clustering XML Documents by Structure
2. Efficient Biased Sampling for Approximate Clustering and Outlier Detection in Large Data Sets
3. An Efficient Subspace Sampling Framework for High-Dimensional Data Reduction, Selectivity Estimation, and Nearest-Neighbor Search
4. ClusterTree: Integration of Cluster Representation and Nearest-Neighbor Search for Large Data Sets with High Dimensions
Classification, Data Preparation and Quality 1. A Case Study of Applying Boosting Naive Bayes to Claim Fraud Diagnosis
2. A compact and accurate model for classification
3. Multistrategy Ensemble Learning: Reducing Error by Combining Ensemble Learning Techniques
4. Benchmarking Attribute Selection Techniques for Discrete Class Data Mining
5. On the Use of Conceptual Reconstruction for Mining Massively Incomplete Data Sets
6. Assessing Data Quality for Information Products: Impact of Selection, Projection, and Cartesian Product
Mining Time Series Data 1. Optimizing Similarity Search for Arbitrary Length Time Series Queries
2. A New Temporal Pattern Identification Method for Characterization and Prediction of Complex Time Series Events
3. Mining Asynchronous Periodic Patterns in Time Series Data
Mining Continuous Data Streams or Different Data Sources 1. Clustering Data Streams: Theory and Practice
2. Incremental, Online, and Merge Mining of Partial Periodic Patterns in Time-Series Databases
3. Developing Data Allocation Schemes by Incremental Mining of User Moving Patterns in a Mobile Computing System
4. Synthesizing High-Frequency Rules from Different Data Sources
Workflow Management and Privacy and Data Mining 1. Automatic Control of Workflow Processes Using ECA Rules
2. Workflow Mining: Discovering Process Models from Event Logs
3. An Efficient Algorithm for Discovering Frequent Subgraphs
4. Privacy: A Machine Learning View
5. Association Rule Hiding
6. Privacy-Preserving Distributed Mining of Association Rules on Horizontally Partitioned Data
Electronic Commerce 1. On Agent-Mediated Electronic Commerce
2. iJADE Web-Miner: An Intelligent Agent Framework for Internet Shopping
3. Trust-X: A Peer-to-Peer Framework for Trust Establishment
4. The Digitization of Word of Mouth: Promise and Challenges of Online Feedback Mechanisms
5. On the Use of Optimization for Data Mining: Theoretical Interactions and eCRM Opportunities
6. World Wide Wait: A Study of Internet Scalability and Cache-Based Approaches to Alleviate It
7. The Role of the Management Sciences in Research on Personalization
8. Information Transparency of Business-to-Business Electronic Markets: A Game-Theoretic Analysis
9. Dynamic Conversion Behavior at E-Commerce Sites
10. On the Depth and Dynamics of Online Search Behavior
Web Mining I 1. THESUS, a Closer View on Web Content Management Enhanced with Link Semantics
2. Mining Web Informative Structures and Contents Based on Entropy Analysis
3. A Unified Probabilistic Framework for Web Page Scoring Systems
4. PEBL: Web Page Classification without Negative Examples
5. Characterizing Web Usage Regularities with Information Foraging Agents
Web Mining II 1. Probabilistic Memory-Based Collaborative Filtering
2. Personalized Web Search for Improving Retrieval Effectiveness
3. Query Expansion by Mining User Logs
4. Topic-Sensitive PageRank: A Context-Sensitive Ranking Algorithm for Web Search
5. Domain-Specific Web Search with Keyword Spices
Valuation, Promotion & Utility 1. Investment Under Uncertainty in Information Technology: Acquisition and Development Projects
2. Real Options and IT Platform Adoption: Implications for Theory and Practice
3. Do Promotions Benefit Manufacturers, Retailers, or Both?
4. A Practice Perspective on Technology-Mediated Network Relations: The Use of Internet-Based Self-Serve Technologies
5. Identifying Innovators for the Cross-Selling of New Products
6. Using Neural Network Rule Extraction and Decision Tables for Credit-Risk Evaluation
7. The Shape of Utility Functions and Organizational Behavior
8. Performance Impacts of Information Technology: Is Actual Usage the Missing Link?
Information Systems Research 1. Potential Research Space in MIS: A Framework for Envisioning and Evaluating Research Replication, Extension, and Generation
2. Combining IS Research Methods: Towards a Pluralist Methodology
3. Research Commentary: Desperately Seeking the 'IT' in IT Research--A Call to Theorizing the IT Artifact
4. Systems Development in Information Systems Research
5. Research Commentary: Rethinking "Diversity" in Information Systems Research
6. The Emergence of Interpretivism in IS Research
7. Studying Information Technology in Organizations: Research Approaches and Assumptions