ridm@nrct.go.th   ระบบคลังข้อมูลงานวิจัยไทย   รายการโปรดที่คุณเลือกไว้

Hybrid data mining for medical applications

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : Hybrid data mining for medical applications
นักวิจัย : Hassan, Syed Zahid. , Verma, Brijesh.
คำค้น : Applied research. , Data mining. , Pattern perception. , 890205 Information Processing Services (incl. Data Entry and Capture) , 890202 Application Tools and System Utilities. , 920203 Diagnostic Methods. , 080109 Pattern Recognition and Data Mining. , 080108 Neural, Evolutionary and Fuzzy Computation. , Hybrid data mining -- Clustering algorithms -- Pattern recognition
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2552
อ้างอิง : http://hdl.cqu.edu.au/10018/32170 , cqu:4696
ที่มา : Hassan, S & Verma, B 2008, 'Hybrid data mining for medical applications', in MR Syed and S Syed (eds), Handbook of Research on Modern Systems Analysis and Design Technologies and Applications, Information Science Reference, Hershey, PA.
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Handbook of research on modern systems analysis and design technologies and applications / [edited by] Mahbubur Rahman Syed, Sharifun Nessa Syed. USA : Information Science Reference, 2009. Chapter XXIX, p. 523-543 698 pages 35 chapters 9781599048871 9781599048888 (online) , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

This chapter focuses on hybrid data mining algorithms and their use in medical applications. It reviews existing data mining algorithms and presents a novel hybrid data mining approach, which takes advantage of intelligent and statistical modeling of data mining algorithms to extract meaningful patterns from medical data repositories. Various hybrid combinations of data mining algorithms are formulated and tested on a benchmark medical database. The chapter includes the experimental results with existing and new hybrid approaches to demonstrate the superiority of hybrid data mining algorithms over standard algorithms.

บรรณานุกรม :
Hassan, Syed Zahid. , Verma, Brijesh. . (2552). Hybrid data mining for medical applications.
    กรุงเทพมหานคร : Central Queensland University, Australia.
Hassan, Syed Zahid. , Verma, Brijesh. . 2552. "Hybrid data mining for medical applications".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Hassan, Syed Zahid. , Verma, Brijesh. . "Hybrid data mining for medical applications."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2552. Print.
Hassan, Syed Zahid. , Verma, Brijesh. . Hybrid data mining for medical applications. กรุงเทพมหานคร : Central Queensland University, Australia; 2552.