Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach
Rule Extraction from Support Vector Machines: A Sequential Covering Approach
IEEE Transactions on Knowledge and Data Engineering
Suicidal Risk Evaluation Using a Similarity-Based Classifier
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
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Electronic health (e-Health) is an emerging research field that focuses on healthcare based in emerging information and communication technologies. Researchers on e-Health have been working on database management systems to store and retrieve electronically the health records, conducting e-referral of the patients, e-transferring of the patient information and helping several other sectors of a hospital management system (e.g. finance, pharmacy etc). This paper examines the problem of e-Health system development for mental illnesses that may lead to suicides. We propose a Decision Support System (DSS) that is able to mine complex real-world data of suicidal patients based on evolving knowledge engineering techniques. Evidence-based suicidal scenarios are analyzed using statistical modeling to mine knowledge. Finally the performance of the DSS is tested on some test data.