Descripción del título
Advanced techniques in know...
"The information explosion has necessitated the development of intelligent tools for extracting useful knowledge from data. This book presents research on some of the most recent advances in data mining and knowledge discovery, and provides the theory as well as its applications on practical real world problems. In addition, the methodologies discussed encompass tools like Bayesian networks as well as major facets of computational intelligence paradigms such as neural networks, evolutionary computing, neuro-fuzzy computing and rough sets." "Advanced Techniques in Data Mining and Knowledge Discovery presents both practical detail and some of the most up-to-date theory in the field, which would be useful for postgraduate students, researchers, application engineers and professors who wish to develop applications using advanced data mining and knowledge discovery techniques."--Jacket
Monografía
monografia Rebiun21471096 https://catalogo.rebiun.org/rebiun/record/Rebiun21471096 m o d cr |n||||||||| 040616s2004 nyua ob 001 0 eng c 288141913 648369147 994719541 1005786258 1035695303 1044237989 1056373651 1058039894 1060691799 1060864668 1073059705 1852338679 alk. paper) 9781852338671 alk. paper) 9781846281839 1846281830 6611180605 9786611180607 10.1007/1-84628-183-0 doi 978-1-85233-867-1 Springer http://www.springerlink.com COO eng pn COO GW5XE NUI DKU NRU OCLCQ EBLCP OCLCO E7B OCLCQ OCLCF DEBSZ BEDGE OCLCQ YDXCP OCLCQ Z5A OTZ UAB ESU VT2 BUF STF OCLCQ CEF U3W AU@ OCLCQ WYU YOU CANPU OCLCQ pcc QA lcco Advanced techniques in knowledge discovery and data mining Nikhil R. Pal and Lakhmi Jain (eds.). New York Springer-Verlag 2004 New York New York Springer-Verlag 1 online resource (xii, 254 pages) illustrations 1 online resource (xii, 254 pages) Text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Advanced information and knowledge processing Includes bibliographical references and index Front Matter; Trends in Data Mining and Knowledge Discovery; Advanced Methods for the Analysis of Semiconductor Manufacturing Process Data; Clustering and Visualization of Retail Market Baskets; Segmentation of Continuous Data Streams Based on a Change Detection Methodology; Instance Selection Using Evolutionary Algorithms: An Experimental Study; Using Cooperative Coevolution for Data Mining of Bayesian Networks; Knowledge Discovery and Data Mining in Medicine; Satellite Image Classification Using Cascaded Architecture of Neural Fuzzy Network "The information explosion has necessitated the development of intelligent tools for extracting useful knowledge from data. This book presents research on some of the most recent advances in data mining and knowledge discovery, and provides the theory as well as its applications on practical real world problems. In addition, the methodologies discussed encompass tools like Bayesian networks as well as major facets of computational intelligence paradigms such as neural networks, evolutionary computing, neuro-fuzzy computing and rough sets." "Advanced Techniques in Data Mining and Knowledge Discovery presents both practical detail and some of the most up-to-date theory in the field, which would be useful for postgraduate students, researchers, application engineers and professors who wish to develop applications using advanced data mining and knowledge discovery techniques."--Jacket English Knowledge acquisition (Expert systems) Data mining Informatique. Data mining Knowledge acquisition (Expert systems) Data mining Kennisverwerving. Electronic books Pal, Nikhil R. Jain, L. C. Print version Advanced techniques in knowledge discovery and data mining. New York : Springer-Verlag, 2004 1852338679 9781852338671 (DLC) 2004050953 (OCoLC)55682342 Advanced information and knowledge processing