Brian Falkenhainer

dblp:90/5132 · DBLP profile ↗
← Back
18ranked-venue papers
11as first author
0since 2021 · last 1995
—ORCID · none

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

Artificial intelligence and machine learning · 18 · 11 first-authorGraphics, computer vision, multimedia, augmented reality and games · 11 · 6 first-author

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
12 papers
Knowledge representation and reasoning · 92% Planning, search and constraint satisfaction · 8%
Theoretical computer science
1 paper
Algorithms and data structures · 100%

Topics — the 7 heaviest of 11, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Knowledge, reasoning and agents › Knowledge representation and reasoning
qualitative reasoning
0.161995
Scaling up Self-Explanatory Simulators: Polynomial-time Compilation · IJCAI 1995
Ideal Physical Systems · AAAI 1993
Self-Explanatory Simulations: Scaling Up to Large Models · AAAI 1992
Knowledge, reasoning and agents › Knowledge representation and reasoning
analogical reasoning
0.021989
The Structure-Mapping Engine: Algorithm and Examples · Artif. Intell. 1989
An Examination of the Third Stage in the Analogy Process: Verification-based Analogical Learning · IJCAI 1987
Knowledge, reasoning and agents › Knowledge representation and reasoning › qualitative reasoning
physical system modeling
0.011993
Ideal Physical Systems · AAAI 1993
Knowledge, reasoning and agents › Knowledge representation and reasoning › model representation
compositional model
0.011991
Compositional Modeling: Finding the Right Model for the Job · Artif. Intell. 1991
Knowledge, reasoning and agents › Planning, search and constraint satisfaction › constraint programming
dynamic constraint satisfaction
0.011990
Dynamic Constraint Satisfaction Problems · AAAI 1990
Knowledge, reasoning and agents › Knowledge representation and reasoning
belief revision
0.011988
The Interdependencies of Theory Formation, Revision, and Experimentation · ML 1988
Knowledge, reasoning and agents › Knowledge representation and reasoning › automated reasoning
theory formation
0.011988
The Interdependencies of Theory Formation, Revision, and Experimentation · ML 1988

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

logic-based reasoning · 0.0
YearPublicationVenuePosition
1995 Scaling up Self-Explanatory Simulators: Polynomial-time Compilation
Kenneth D. Forbus, Brian Falkenhainer
IJCAI2
1993 Ideal Physical Systems
Brian Falkenhainer
AAAI1
1992 Self-Explanatory Simulations: Scaling Up to Large Models
Kenneth D. Forbus, Brian Falkenhainer
AAAI2
1992 Narrow Views, Old Talks, New Beginnings
Brian C. Williams, Olivier Raiman, Daniel G. Bobrow, Mark Shirley, Brian Falkenhainer, Johan de Kleer
Comput. Intell.5
1991 Machine Learning in Engineering Automation
Steve A. Chien, Bradley L. Whitehall, Thomas G. Dietterich, Richard J. Doyle, Brian Falkenhainer, James Garrett, Stephen C. Y. Lu
ML5
1991 Compositional Modeling: Finding the Right Model for the Job
Brian Falkenhainer, Kenneth D. Forbus
Artif. Intell.1
1990 Self-Explanatory Simulations: An Integration of Qualitative and Quantitative Knowledge
Kenneth D. Forbus, Brian Falkenhainer
AAAI2
1990 Dynamic Constraint Satisfaction Problems
Sanjay Mittal, Brian Falkenhainer
AAAI2
1989 The Structure-Mapping Engine: Algorithm and Examples
Brian Falkenhainer, Kenneth D. Forbus, Dedre Gentner
Artif. Intell.1
1988 The Utility of Difference-Based Reasoning
Brian Falkenhainer
AAAI1
1988 Setting up Large-Scale Qualitative Models
Brian Falkenhainer, Kenneth D. Forbus
AAAI1
1988 The Interdependencies of Theory Formation, Revision, and Experimentation
Brian Falkenhainer, Shankar A. Rajamoney
ML1
1987 Analogical Processing: A Simulation and Empirical Corroboration
Janice Skorstad, Brian Falkenhainer, Dedre Gentner
AAAI2
1987 An Examination of the Third Stage in the Analogy Process: Verification-based Analogical Learning
Brian Falkenhainer
IJCAI1
1986 The Structure-Mapping Engine
Brian Falkenhainer, Kenneth D. Forbus, Dedre Gentner
AAAI1
1986 Towards a general-purpose belief maintenance system
Brian Falkenhainer
UAI1
1986 Integrating Quantitative and Qualitative Discovery: The ABACUS System
Brian Falkenhainer, Ryszard S. Michalski
Mach. Learn.1
1985 Proportionality Graphs, Units Analysis, and Domain Constraints: Improving the Power and Efficiency of the Scientific Discovery Process
Brian Falkenhainer
IJCAI1