Michael L. Mavrovouniotis

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9ranked-venue papers

7as first author

0since 2021 · last 1998

0009-0009-9896-2761ORCID · corroborated

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

Applied, interdisciplinary, general and emerging computing · 4 · 2 first-authorArtificial intelligence and machine learning · 3 · 3 first-authorDatabases, data management, data science and information retrieval · 2 · 2 first-authorGraphics, computer vision, multimedia, augmented reality and games · 1 · 1 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.

Interdisciplinary, comprehensive, and emerging computing 4 papers		Computational science and engineering · 52% Bioinformatics and computational biology · 48%
Artificial intelligence 1 paper		Knowledge representation and reasoning · 100%

Topics — the 8 heaviest of 9, each with the papers that count most for it

Topic	Papers	Last	Evidence papers
Computational science and engineering computational chemistry	1	1997	Estimation of equilibrium constants using automated group contribution methods · Comput. Appl. Biosci. 1997
Computational science and engineering › computational chemistry › molecular simulation › molecular dynamics free energy estimation	1	1997	Estimation of equilibrium constants using automated group contribution methods · Comput. Appl. Biosci. 1997
Bioinformatics and computational biology › systems biology metabolic modeling	1	1994	Describing Multiple Levels of Abstraction in the Metabolism · ISMB 1994
Bioinformatics and computational biology › systems bioinformatics › pathway analysis metabolic pathway analysis	1	1993	Identification of Localized and Distributed Bottlenecks in Metabolic Pathways · ISMB 1993
Bioinformatics and computational biology › systems biology › metabolic modeling metabolic pathway modeling	1	1993	Petri Net Representations in Metabolic Pathways · ISMB 1993
Knowledge, reasoning and agents › Knowledge representation and reasoning › uncertainty reasoning approximate reasoning	1	1987	Reasoning with Orders of Magnitude and Approximate Relations · AAAI 1987
Knowledge, reasoning and agents › Knowledge representation and reasoning › qualitative reasoning order of magnitude reasoning	1	1987	Reasoning with Orders of Magnitude and Approximate Relations · AAAI 1987
Knowledge, reasoning and agents › Knowledge representation and reasoning qualitative reasoning	1	1987	Reasoning with Orders of Magnitude and Approximate Relations · AAAI 1987

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

object-oriented framework · 0.0group contribution method · 0.0petri nets · 0.0

Year	Publication	Venue	Position
1998	Generating complex systems in the domain of chemical reactions Michael L. Mavrovouniotis, Suzanne E. Prickett	Knowl. Based Syst.	1
1997	A belief framework for order-of-magnitude reasoning and other qualitative relations Michael L. Mavrovouniotis	Artif. Intell. Eng.	1
1997	Estimation of equilibrium constants using automated group contribution methods abstract MOTIVATION: Group contribution methods are frequently used for estimating physical properties of compounds from their molecular structures. An algorithm for estimating Gibbs energies of formation through group contribution methods has been automated in an object-oriented framework. The algorithm decomposes compound structures according to a basis set of groups. It permits the use of wildcards and is able to distinguish between ring groups and chain groups that use similar search structures. Past methods relied on manual decomposition of compounds into constituent groups. RESULTS: The software is written in Common LISP and requires < 2 min to estimate Gibbs energies of formation for a database of 780 species of varying size and complexity. The software allows rapid expansion to incorporate different basis sets and to estimate a variety of other physical properties. Ronald G. Forsythe Jr., Peter D. Karp, Michael L. Mavrovouniotis	Comput. Appl. Biosci.	3
1994	Describing Multiple Levels of Abstraction in the Metabolism Michael L. Mavrovouniotis	ISMB	1
1993	Identification of Localized and Distributed Bottlenecks in Metabolic Pathways Michael L. Mavrovouniotis	ISMB	1
1993	Petri Net Representations in Metabolic Pathways Venkatramana N. Reddy, Michael L. Mavrovouniotis, Michael N. Liebman	ISMB	2
1992	Some Features of Expert Reasoning in Qualitative Physics Michael L. Mavrovouniotis	Comput. Intell.	1
1989	Order-of-magnitude reasoning with O[M] Michael L. Mavrovouniotis, George Stephanopoulos	Artif. Intell. Eng.	1
1987	Reasoning with Orders of Magnitude and Approximate Relations Michael L. Mavrovouniotis, George Stephanopoulos	AAAI	1