Algorithms for clustering data
Algorithms for clustering data
Automated learning of decision rules for text categorization
ACM Transactions on Information Systems (TOIS)
Bankruptcy prediction using neural networks
Decision Support Systems - Special issue on neural networks for decision support
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Data mining with neural networks: solving business problems from application development to decision support
Data mining and knowledge discovery in databases
Communications of the ACM
SiteHelper: a localized agent that helps incremental exploration of the World Wide Web
Selected papers from the sixth international conference on World Wide Web
Forecasting S&P 500 stock index futures with a hybrid AI system
Decision Support Systems
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
A statistical theory for quantitative association rules
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
A recipe based on-line food store
Proceedings of the 5th international conference on Intelligent user interfaces
Automatic personalization based on Web usage mining
Communications of the ACM
Towards adaptive Web sites: conceptual framework and case study
Artificial Intelligence - Special issue on Intelligent internet systems
ACM SIGKDD Explorations Newsletter
Bioinformatics: the machine learning approach
Bioinformatics: the machine learning approach
Principles of data mining
Discovering associations with numeric variables
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
A music recommendation system based on music data grouping and user interests
Proceedings of the tenth international conference on Information and knowledge management
Mining a web citation database for author co-citation analysis
Information Processing and Management: an International Journal
MovieLens unplugged: experiences with an occasionally connected recommender system
Proceedings of the 8th international conference on Intelligent user interfaces
IEEE Computer Graphics and Applications
Mining the Web's Link Structure
Computer
Amazon.com Recommendations: Item-to-Item Collaborative Filtering
IEEE Internet Computing
Mining Both Positive and Negative Association Rules
ICML '02 Proceedings of the Nineteenth International Conference on Machine Learning
Mining for Strong Negative Associations in a Large Database of Customer Transactions
ICDE '98 Proceedings of the Fourteenth International Conference on Data Engineering
PrefixSpan: Mining Sequential Patterns by Prefix-Projected Growth
Proceedings of the 17th International Conference on Data Engineering
Data Mining and Personalization Technologies
DASFAA '99 Proceedings of the Sixth International Conference on Database Systems for Advanced Applications
A survey of data mining and knowledge discovery software tools
ACM SIGKDD Explorations Newsletter
Web usage mining: discovery and applications of usage patterns from Web data
ACM SIGKDD Explorations Newsletter
Web Usage Mining as a Tool for Personalization: A Survey
User Modeling and User-Adapted Interaction
Nstar: an interactive tool for local web search
Information and Management
Credit rating analysis with support vector machines and neural networks: a market comparative study
Decision Support Systems - Special issue: Data mining for financial decision making
Decision Support Systems - Special issue: Data mining for financial decision making
Integrating AHP and data mining for product recommendation based on customer lifetime value
Information and Management
Dynamics of modeling in data mining: interpretive approach to bankruptcy prediction
Journal of Management Information Systems - Special section: Data mining
OPUS: an efficient admissible algorithm for unordered search
Journal of Artificial Intelligence Research
Data mining in soft computing framework: a survey
IEEE Transactions on Neural Networks
Similarity-based clustering strategy for mobile ad hoc multimedia databases
Mobile Information Systems
An efficient weighted nearest neighbour classifier using vertical data representation
International Journal of Business Intelligence and Data Mining
A data mining approach to assessing the extent of damage of missing values in survey
International Journal of Business Intelligence and Data Mining
Missing Data Imputation Techniques
International Journal of Business Intelligence and Data Mining
International Journal of Business Intelligence and Data Mining
Preference-Function Algorithm: a novel approach for selection of the users' preferred websites
International Journal of Business Intelligence and Data Mining
International Journal of Business Intelligence and Data Mining
Diminishing downsides of Data Mining
International Journal of Business Intelligence and Data Mining
International Journal of Business Intelligence and Data Mining
Association-rule knowledge discovery by using a fuzzy mining approach
International Journal of Business Intelligence and Data Mining
Content-based personalised recommendation in virtual shopping environment
International Journal of Business Intelligence and Data Mining
On Mining Movement Pattern from Mobile Users
International Journal of Distributed Sensor Networks - Heterogenous Wireless Ad Hoc and Sensor Networks
Decision analysis of data mining project based on Bayesian risk
Expert Systems with Applications: An International Journal
DSI: A model for distributed multimedia semantic indexing and content integration
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Cosmetics purchasing behavior - An analysis using association reasoning neural networks
Expert Systems with Applications: An International Journal
A logarithmic time complexity algorithm for pattern searching using product-sum property
Computers & Mathematics with Applications
Mobile user data mining: mining relationship patterns
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
On mining 2 step walking pattern from mobile users
ICCSA'06 Proceedings of the 6th international conference on Computational Science and Its Applications - Volume Part I
Nearest-neighbor-based approach to time-series classification
Decision Support Systems
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Data mining, which is also known as knowledge discovery, is one of the most popular topics in information technology. It concerns the process of automatically extracting useful information and has the promise of discovering hidden relationships that exist in large databases. These relationships represent valuable knowledge that is crucial for many applications. This paper presents a review of works on current applications of data mining, which focus on four main application areas, including bioinformatics data, information retrieval, adaptive hypermedia and electronic commerce. How data mining can enhance functions for these four areas is described. The reader of this paper is expected to get an overview of the state-of-the-art research associated with these applications. Furthermore, we identify the limitations of current works and raise several directions for future research.