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Fabian C. Monds

dblp:56/4308 · DBLP profile ↗
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3ranked-venue papers
0as first author
0since 2021 · last 1992
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1Systems, architecture and hardware · 1Software engineering, systems software and programming languages · 1Graphics, computer vision, multimedia, augmented reality and games · 1

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Probabilistic and Bayesian machine learning · 67% Learning paradigms · 33%
Interdisciplinary, comprehensive, and emerging computing
1 paper
Medical and health informatics · 100%

Topics — the 4 heaviest of 4, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Probabilistic and Bayesian machine learning
decision boundary estimation
0.011970
Decision-Directed Estimation of a Two-Class Decision Boundary · IEEE Trans. Computers 1970
Machine learning › Probabilistic and Bayesian machine learning › structured models › latent variable model
mixture model
0.011970
Decision-Directed Estimation of a Two-Class Decision Boundary · IEEE Trans. Computers 1970
Machine learning › Learning paradigms
unsupervised learning
0.011970
Decision-Directed Estimation of a Two-Class Decision Boundary · IEEE Trans. Computers 1970
Medical and health informatics › clinical prediction
diagnosis prediction
0.011970
Decision-Directed Estimation of a Two-Class Decision Boundary · IEEE Trans. Computers 1970

Methods — techniques the papers use, named apart from their topics

hybrid computer implementation · 0.0
YearPublicationVenuePosition
1992 On the implementation issues of a parallel expert system
H. Dai, Terry J. Anderson, Fabian C. Monds
Inf. Softw. Technol.3
1990 A Framework for Real-Time Problem Solving
H. Dai, Terry J. Anderson, Fabian C. Monds
ECAI3
1970 Decision-Directed Estimation of a Two-Class Decision Boundary
abstract
A hybrid computer is described for implementing decision-directed estimators for the two-class unsupervised estimation problem. Extensions of the system design to the multiclass problem has significant application to computerized medical diagnosis and other problems in communications and pattern recognition. These problems include resolving multiple target bearings in sonar and radar, clustering data such as arise in cell processing, locating modes in density functions for use in interactive data analysis systems, data compression, elimination of intersymbol interference, and many others.
Edward A. Patrick, Joseph Peter Costello, Fabian C. Monds
IEEE Trans. Computers3