Zobrazeno 1 - 10
of 85
pro vyhledávání: '"Walker H. Land"'
Autor:
Walker H. Land, J. David Schaffer
Publikováno v:
Procedia Computer Science. 114:200-207
A useful feature for any predictive classifier is the ability to know when its predictions are unreliable. We present a general approach that should be applicable to any learning classifier system that has been trained on a set of known cases. The ba
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8ec07400e2c71338ab4d7311ba2055a0
https://doi.org/10.1016/j.procs.2017.09.061
https://doi.org/10.1016/j.procs.2017.09.061
Autor:
Walker H. Land, J. David Schaffer
Publikováno v:
Procedia Computer Science. 114:192-199
Schaffer and Land 14 described a method whereby a machine intelligence (MI) process can “know what it doesn’t know.” In this paper, the concept is illustrated by three examples: the GRNN oracle ensemble method that combines multiple SVM classif
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2b379fb1875017e6d9caa683f2ea1433
https://doi.org/10.1016/j.procs.2017.09.067
https://doi.org/10.1016/j.procs.2017.09.067
Autor:
Walker H. Land, J. David Schaffer
Publikováno v:
The Art and Science of Machine Intelligence ISBN: 9783030184957
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e475a866b17087b2c26f52f56c471b88
https://doi.org/10.1007/978-3-030-18496-4_9
https://doi.org/10.1007/978-3-030-18496-4_9
Autor:
J. David Schaffer, Walker H. Land
Publikováno v:
The Art and Science of Machine Intelligence ISBN: 9783030184957
The purpose of this chapter is to introduce a different way of implementing Bayes theorem using a distributed, parallel algorithm first introduced by Specht (1990), which he named the probabilistic neural network (PNN). We have discussed in Chap. 6 t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2ee6214ca7c055afcf8fc453b87ff95d
https://doi.org/10.1007/978-3-030-18496-4_7
https://doi.org/10.1007/978-3-030-18496-4_7
Autor:
Walker H. Land Jr, J. David Schaffer
This volume presents several machine intelligence technologies, developed over recent decades, and illustrates how they can be combined in application. One application, the detection of dementia from patterns in speech, is used throughout to illustra
Autor:
J. David Schaffer, Walker H. Land
Publikováno v:
Procedia Computer Science. 95:168-174
Bayesian networks (BNs) have classically been designed by two methods: expert approach (ask an expert for nodes and links) and data driven approach (infer them from data). An unexpected by-product of previous Alzheimer's / dementia research (presente
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f49b67cd73162d9fd2f7779636ce4491
Autor:
Walker H. Land, J. David Schaffer
Publikováno v:
Complex Adaptive Systems
The GRNN oracle is an optimal estimator that provides the maximum likelihood unbiased estimate by combining a series of intelligent processing results, where those estimates with the smallest variance are weighted most highly. It is known that if the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a802ffe2f1d883594159fe25b81af245
https://doi.org/10.1016/j.procs.2015.09.164
https://doi.org/10.1016/j.procs.2015.09.164
Autor:
Jagmohan S. Sidhu, Mitchell Sam, Saurabh Nayak, David Bassen, Xia Chong Li, Walker H. Land, Martha F. Nelson
Publikováno v:
Complex Adaptive Systems
The objective of this research is to develop a prototype Clinical Decision Support System (CDSS) to aid pathologists in correctly discriminating between reactive mesothelial cells and malignant epithelial cells. Currently, there is great difficulty i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::294a43674b369bf5f2c5d0b512244838
https://doi.org/10.1016/j.procs.2013.09.290
https://doi.org/10.1016/j.procs.2013.09.290
Publikováno v:
Complex Adaptive Systems
Recent outbreaks of listeria, salmonella, and other pathogens have reinforced the need for more rigorous testing of food products. Millions are spent each year testing food. Certifying the safety of the food is a challenging task using traditional te
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1fd8761367577068b1b670866bec3a32