C4.5: programs for machine learning
C4.5: programs for machine learning
The grid: blueprint for a new computing infrastructure
The grid: blueprint for a new computing infrastructure
A Modified Version of the K-Means Algorithm with a Distance Based on Cluster Symmetry
IEEE Transactions on Pattern Analysis and Machine Intelligence
What Makes Patterns Interesting in Knowledge Discovery Systems
IEEE Transactions on Knowledge and Data Engineering
Semi-supervised Clustering by Seeding
ICML '02 Proceedings of the Nineteenth International Conference on Machine Learning
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Active learning: theory and applications
Active learning: theory and applications
Exploratory analysis and data modeling in functional neuroimaging
Exploratory analysis and data modeling in functional neuroimaging
Indexing multi-dimensional time-series with support for multiple distance measures
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Summary from the KDD-03 panel: data mining: the next 10 years
ACM SIGKDD Explorations Newsletter
Privacy preserving mining of association rules
Information Systems - Knowledge discovery and data mining (KDD 2002)
The wisdom web: new challenges for web intelligence (WI)
Journal of Intelligent Information Systems - Special issue on web intelligence
Privacy-Preserving Distributed Mining of Association Rules on Horizontally Partitioned Data
IEEE Transactions on Knowledge and Data Engineering
Using AUC and Accuracy in Evaluating Learning Algorithms
IEEE Transactions on Knowledge and Data Engineering
Test-Cost Sensitive Classification on Data with Missing Values
IEEE Transactions on Knowledge and Data Engineering
Extracting Actionable Knowledge from Decision Trees
IEEE Transactions on Knowledge and Data Engineering
Learning action models from plan examples using weighted MAX-SAT
Artificial Intelligence
A Triangulation Method for the Sequential Mapping of Points from N-Space to Two-Space
IEEE Transactions on Computers
DDDM2007: Domain Driven Data Mining
ACM SIGKDD Explorations Newsletter - Special issue on visual analytics
Mining Impact-Targeted Activity Patterns in Imbalanced Data
IEEE Transactions on Knowledge and Data Engineering
Pushing the envelope: planning, propositional logic, and stochastic search
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Inferring common origins from mtDNA
RECOMB'06 Proceedings of the 10th annual international conference on Research in Computational Molecular Biology
Peculiarity oriented fMRI brain data analysis for studying human multi-perception mechanism
Cognitive Systems Research
DDDM2007: Domain Driven Data Mining
ACM SIGKDD Explorations Newsletter - Special issue on visual analytics
Knowledge actionability: satisfying technical and business interestingness
International Journal of Business Intelligence and Data Mining
Data-Brain Modeling Based on Brain Informatics Methodology
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Domain-Driven Local Exceptional Pattern Mining for Detecting Stock Price Manipulation
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Towards Business Interestingness in Actionable Knowledge Discovery
Proceedings of the 2008 conference on Applications of Data Mining in E-Business and Finance
Domain driven data mining to improve promotional campaign ROI and select marketing channels
Proceedings of the 18th ACM conference on Information and knowledge management
Privacy-preserving data mining: A feature set partitioning approach
Information Sciences: an International Journal
Domain-driven KDD for mining functionally novel rules and linking disjoint medical hypotheses
Knowledge-Based Systems
Efficient action extraction with many-to-many relationship between actions and features
LORI'11 Proceedings of the Third international conference on Logic, rationality, and interaction
Actionable knowledge discovery and delivery
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
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Existing knowledge discovery and data mining (KDD) field seldom deliver results that businesses can act on directly. This issue, Trends & Controversies presents seven short articles reporting on different aspects of domain-driven KDD, an R&D area that targets the development of effective methodologies and techniques for delivering actionable knowledge in a given domain, especially business.