Data Mining: Concepts, Methodologies, Tools, and Applications

• #1. A Study of XML Models for Data Mining: Representations, Methods, and Issues
• #2. Finding Persistent Strong Rules: Using Classification to Improve Association Mining
• #3. Data Discovery Approaches for Vague Spatial Data
• #4. Active Learning and Mapping: A Survey and Conception of a New Stochastic Methodology for High Throughput Materials Discovery
• #5. An Optimal Categorization of Feature Selection Methods for Knowledge Discovery
• #6. Parallel Computing for Mining Association Rules in Distributed P2P Networks
• #7. Learning Different Concept Hierarchies and the Relations between them from Classified Data
• #8. Online Clustering and Outlier Detection
• #9. Data Mining Techniques for Outlier Detection
• #10. An Extraction, Transformation, and Loading Tool Applied to a Fuzzy Data Mining System
• #11. Analysis and Integration of Biological Data: A Data Mining Approach using Neural Networks
• #12. A Neuro-Fuzzy Partner Selection System for Business Social Networks
• #13. A Review of Kernel Methods Based Approaches to Classification and Clustering of Sequential Patterns, Part I: Sequences of Continuous Feature Vectors
• #14. Remarks on a Fuzzy Approach to Flexible Database Querying, Its Extension and Relation to Data Mining and Summarization
• #15. Measuring Human Intelligence by Applying Soft Computing Techniques: A Genetic Fuzzy Approach
• #16. Web Mining and Social Network Analysis
• #17. Long-Term Evolution (LTE): Broadband-Enabled Next Generation of Wireless Mobile Cellular Network
• #18. Soft Computing and its Applications
• #19. A Particle Filtering Based Approach for Gear Prognostics
• #20. Science and Water Policy Interface: An Integrated Methodological Framework for Developing Decision Support Systems (DSSs)
• #21. On the MDBSCAN Algorithm in a Spatial Data Mining Context
• #22. Intelligent Data Processing Based on Multi-Dimensional Numbered Memory Structures
• #23. Framework of Knowledge and Intelligence Base: From Intelligence to Service
• #24. Using Association Rules for Query Reformulation
• #25. A Framework on Data Mining on Uncertain Data with Related Research Issues in Service Industry
• #26. A Subspace-Based Analysis Method for Anomaly Detection in Large and High-Dimensional Network Connection Data Streams
• #27. Suggested Model for Business Intelligence in Higher Education
• #28. A Highly Scalable and Adaptable Co-Learning Framework on Multimodal Data Mining in a Multimedia Database
• #29. Temporal Association Rule Mining in Large Databases
• #30. A Framework to Detect Disguised Missing Data
• #31. XML Mining for Semantic Web
• #32. Visual Data Mining in Physiotherapy Using Self-Organizing Maps: A New Approximation to the Data Analysis
• #33. Mining Lifecycle Event Logs for Enhancing Service-Based Applications
• #34. Modeling, Querying, and Mining Uncertain XML Data
• #35. The Use of Prediction Reliability Estimates on Imbalanced Datasets: A Case Study of Wall Shear Stress in the Human Carotid Artery Bifurcation
• #36. Database Analysis with ANNs by means of Graph Evolution
• #37. Data Mining Techniques for Communities’ Detection in Dynamic Social Networks
• #38. Quantization based Sequence Generation and Subsequence Pruning for Data Mining Applications
• #39. Data Mining System Execution Traces to Validate Distributed System Quality-of-Service Properties
• #40. Mammogram Mining Using Genetic Ant-Miner
• #41. A Dynamic Privacy Manager for Compliance in Pervasive Computing
• #42. Heterogeneous Text and Numerical Data Mining with Possible Applications in Business and Financial Sectors
• #43. ANGEL Mining
• #44. Frequent Pattern Discovery and Association Rule Mining of XML Data
• #45. Virtual Telemedicine and Virtual Telehealth: A Natural Language Based Implementation to Address Time Constraint Problem
• #46. Machine Learning in Studying the Organism’s Functional State of Clinically Healthy Individuals Depending on Their Immune Reactivity
• #47. Data Mining Used for Analyzing the Bankruptcy Risk of the Romanian SMEs
• #48. Applications of Pattern Discovery Using Sequential Data Mining
• #49. A Comparative Study of Associative Classifiers in Mesenchymal Stem Cell Differentiation Analysis
• #50. Cloud-Based Intelligent DSS Design for Emergency Professionals
• #51. Extraction of Medical Pathways from Electronic Patient Records
• #52. Classification of Biological Sequences
• #53. Automated Diagnostics of Coronary Artery Disease: Long-term Results and Recent Advancements
• #54. Modeling Interpretable Fuzzy Rule-Based Classifiers for Medical Decision Support
• #55. Implications for Nursing Research and Generation of Evidence
• #56. Content-Based Image Retrieval for Medical Image Analysis
• #57. Intelligent Decision Support System for Fetal Delivery using Soft Computing Techniques
• #58. Systems Biology-Based Approaches Applied to Vaccine Development
• #59. From Data to Knowledge: Data Mining
• #60. Mass Media Strategies: Hybrid Approach using a Bioinspired Algorithm and Social Data Mining
• #61. Data Mining, Validation, and Collaborative Knowledge Capture
• #62. Enterprise Architecture for Personalization of e-Government Services: Reflections from Turkey
• #63. Knowledge Discovery from Online Communities
• #64. Customer Decision Making in Web Services
• #65. A Predictive Modeling of Retail Satisfaction: A Data Mining Approach to Retail Service Industry
• #66. A Data Mining Service to Assist Instructors Involved in Virtual Education
• #67. User’s Behaviour inside a Digital Library
• #68. Behavioral Targeting Online Advertising
• #69. Mobile Purchase Decision Support Systems for In-Store Shopping Environments
• #70. Structuring and Facilitating Online Learning through Learning/Course Management Systems
• #71. Conversation-Oriented Decision Support Systems for Organizations
• #72. Text Mining for Analysis of Interviews and Questionnaires
• #73. Detecting Pharmaceutical Spam in Microblog Messages
• #74. Innovative Approaches for Efficiently Warehousing Complex Data from the Web
• #75. A Three-Level Multiple-Agent Early Warning Mechanism for Preventing Loss of Customers in Fashion Supply Chains
• #76. Clinical Decision Support Systems for ‘Making It Easy to Do It Right’
• #77. Data Mining and Explorative Multivariate Data Analysis for Customer Satisfaction Study
• #78. A Decision Support System for Privacy Compliance
• #79. Supporting Companies Management and Improving their Productivity through Mining Customers Transactions
• #80. A Hybrid Multilayer Perceptron Neural Network for Direct Marketing
• #81. Developing a Competitive City through Healthy Decision-Making
• #82. Financial Early Warning System for Risk Detection and Prevention from Financial Crisis
• #83. Role of Data Mining and Knowledge Discovery in Managing Telecommunication Systems
• #84. Data Mining Applications in the Electrical Industry
• #85. Mining Climate and Remote Sensing Time Series to Improve Monitoring of Sugar Cane Fields
• #86. Discovering Patterns in Order to Detect Weak Signals and Define New Strategies
• #87. Data Mining and Economic Crime Risk Management
• #88. Sociocognitive Inquiry
• #89. Coastal Atlas Interoperability
• #90. Association Rule Mining in Developmental Psychology
• #91. Legal Issues in E-Healthcare Systems
• #92. Privacy Expectations in Passive RFID Tagging of Motor Vehicles: Bayan Muna et al. v. Mendoza et al. in the Philippine Supreme Court
• #93. Evaluation Challenges for Computer-Aided Diagnostic Characterization: Shape Disagreements in the Lung Image Database Consortium Pulmonary Nodule Dataset
• #94. Assessing Data Mining Approaches for Analyzing Actuarial Student Success Rate
• #95. Approaches for Pattern Discovery Using Sequential Data Mining
• #96. Human-Centred Web Search
• #97. A Perspective on Data Mining Integration with Business Intelligence
• #98. Gridifying Neuroscientific Pipelines: A SOA Recipe and Experience from the neuGRID Project
• #99. Challenges to Use Recommender Systems to Enhance Meta-Cognitive Functioning in Online Learners
• #100. Cooperation between Expert Knowledge and Data Mining Discovered Knowledge
• #101. Research Challenge of Locally Computed Ubiquitous Data Mining
• #102. Tailoring FOS-ERP Packages: Automation as an Opportunity for Small Businesses
• #103. Optimization of a Hybrid Methodology (CRISP-DM)
• #104. A State-of-the-Art in Spatio-Temporal Data Warehousing, OLAP and Mining
• #105. Pattern Mining for Outbreak Discovery Preparedness
• #106. From Non-Invasive Hemodynamic Measurements towards Patient-Specific Cardiovascular Diagnosis
• #107. Towards Spatial Decision Support System for Animals Traceability
• #108. Space-Time Analytics for Spatial Dynamics
• #109. Metaheuristic Optimization in Seismic Structural Design and Inspection Scheduling of Buildings
• #110. An Approach for Land-Use Suitability Assessment Using Decision Support Systems, AHP and GIS
• #111. Remote Fault Diagnosis System for Marine Power Machinery System
• #112. Data Mining in the Investigation of Money Laundering and Terrorist Financing
• #113. A Hybrid Approach Based on Self-Organizing Neural Networks and the K-Nearest Neighbors Method to Study Molecular Similarity
• #114. Social Aid Fraud Detection System and Poverty Map Model Suggestion Based on Data Mining for Social Risk Mitigation
• #115. Designing an Early Warning System for Stock Market Crashes by Using ANFIS
• #116. Advances of the Location Based Context-Aware Mobile Services in the Transport Sector

Information Resources Management Association (IRMA) is a research-based professional organization dedicated to advancing the concepts and practices of information resources management in modern organizations. IRMA's primary purpose is to promote the understanding, development and practice of managing information resources as key enterprise assets among IRM/IT professionals. IRMA brings together researchers, practitioners, academicians, and policy makers in information technology management from over 50 countries.