Richard O. Duda, Peter E. Hart, David G. Stork, Pattern Classification (2nd ed-4th print), Wiley-Interscience
RICHARD O. DUDA
PhD, Professor in the Electrical Engineering Department at San Jose State University, San Jose, California.
PETER E. HART
PhD, Chief Executive Officer and President of Ricoh Innovations, Inc. in Menlo Park, California.
PhD, Chief Scientist, also at Ricoh Innovations, Inc.
lectures:
cf.
Computer Manual in MATLAB to accompany Pattern Classification, 2nd EditionDavid G. Stork ( Ricoh Silicon Valley ), Elad Yom-Tov, John Wiley & Sons, 2004
loyola: 1관 4층 006.4 S885c 2004
DAVID G. STORK
PhD, Chief Scientist at Ricoh Innovations, Inc., and Consulting Professor of Electrical Engineering at Stanford University. A graduate of MIT and the University of Maryland, he is the founder and leader of the Open Mind Initiative and the coauthor, with Richard Duda and Peter Hart, of Pattern Classification, Second Edition, as well as four other books.
PhD, research scientist at IBM Research Lab in Haifa, working on the applications of machine learning to search technologies, bioinformatics, and hardware verification (among others). He is a graduate of Tel-Aviv University and the Technion.
Preface
"(Our purpose is) to give a systematic account of the major topics in pattern recognition, based on fundamental principles"
pattern recognition
speech recognition
optical character recognition
signal classification
pattern classification
scene analysis
machine learning
handwriting & gesture recognition
lipreading
geological analysis
document searching
recognition of bubble chamber tracks of subatomic particles
human-machine interface - eg. pen-based computing
human and animal nervous systems
neurobiology
psychology
"We address a specific class of problems - pattern recognition problems - and consider the wealth of different techniques that can be applied to it."
"We discuss the relative strengths and weaknesses of various classification techniques"
statistical methods vs. syntactic methods
The Discipline of MachineLearning_Mitchell.pdf