Temporal reasoning based on semi-intervals
Artificial Intelligence
Advances in knowledge discovery and data mining
Advances in knowledge discovery and data mining
Privacy-preserving data mining
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Medical Data Mining on the Internet: Research on a Cancer Information System
Artificial Intelligence Review - Special issue on data mining on the Internet
Data mining: concepts and techniques
Data mining: concepts and techniques
Maintaining knowledge about temporal intervals
Communications of the ACM
Medical Data Mining and Knowledge Discovery
Medical Data Mining and Knowledge Discovery
On the impact of knowledge discovery and data mining
CRPIT '00 Selected papers from the second Australian Institute conference on Computer ethics
Searching for dependencies at multiple abstraction levels
ACM Transactions on Database Systems (TODS)
Enhancing profiles for anomaly detection using time granularities
Journal of Computer Security
A Survey of Temporal Knowledge Discovery Paradigms and Methods
IEEE Transactions on Knowledge and Data Engineering
Efficient Mining of Intertransaction Association Rules
IEEE Transactions on Knowledge and Data Engineering
Rule Discovery in Large Time-Series Medical Databases
PKDD '99 Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery
Adding Temporal Semantics to Association Rules
PKDD '99 Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery
Discovery of Multiple-Level Association Rules from Large Databases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Applying Data Mining Techniques to a Health Insurance Information System
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Mining Flexible Multiple-Level Association Rules in All Concept Hierarchies (Extended Abstract)
DEXA '98 Proceedings of the 9th International Conference on Database and Expert Systems Applications
Data mining, national security, privacy and civil liberties
ACM SIGKDD Explorations Newsletter
Cancer classification using gene expression data
Information Systems - Special issue: Data management in bioinformatics
Proceedings of the IEEE international conference on Privacy, security and data mining - Volume 14
CRPIT '14 Proceedings of the IEEE international conference on Privacy, security and data mining - Volume 14
Privacy conflicts in CRM services for online shops: a case study
CRPIT '14 Proceedings of the IEEE international conference on Privacy, security and data mining - Volume 14
On the discovery of patterns in medical data
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Experiences in building a tool for navigating association rule result sets
ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
Detecting privacy and ethical sensitivity in data mining results
ACSC '04 Proceedings of the 27th Australasian conference on Computer science - Volume 26
A delivery framework for health data mining and analytics
ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38
Constraining and summarizing association rules in medical data
Knowledge and Information Systems
Comparing association rules and decision trees for disease prediction
HIKM '06 Proceedings of the international workshop on Healthcare information and knowledge management
Artificial Intelligence in Medicine
Confidence levels for medical diagnosis on distributed medical knowledge nodes
CEA'07 Proceedings of the 2007 annual Conference on International Conference on Computer Engineering and Applications
Establishing a lineage for medical knowledge discovery
AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70
CURIO: a fast outlier and outlier cluster detection algorithm for large datasets
AIDM '07 Proceedings of the 2nd international workshop on Integrating artificial intelligence and data mining - Volume 84
Evaluating statistical tests on OLAP cubes to compare degree of disease
IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
Artificial Intelligence in Medicine
Evaluating association rules and decision trees to predict multiple target attributes
Intelligent Data Analysis
Multiple buying behavior as an indicator of brand loyalty: an association rule application
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
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The application of data mining and knowledge discovery techniques to medical and health datasets is a rewarding but highly challenging area. Not only are the datasets large, complex, heterogeneous, hierarchical, time-varying and of varying quality but there exists asubstantial medical knowledge base which demands a robust collaboration between the data miner and the health professional(s) if useful information is to be extracted.This paper presents the experiences of the authors and others in applying exploratory data mining techniques to medical, health and clinical data. In so doing, it elicits a number of general issues and provides pointers to possible areas of future research in data mining and knowledge discovery more broadly.