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Yousri El Fattah

dblp:18/741 · DBLP profile ↗
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10ranked-venue papers
8as first author
0since 2021 · last 2004
—ORCID · none

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

Artificial intelligence and machine learning · 8 · 6 first-authorGraphics, computer vision, multimedia, augmented reality and games · 3 · 3 first-authorDatabases, data management, data science and information retrieval · 2 · 2 first-authorTheory of computation · 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.

Artificial intelligence
5 papers
Knowledge representation and reasoning · 65% Probabilistic and Bayesian machine learning · 28% Trustworthy machine learning · 7%
Theoretical computer science
2 papers
Graph algorithms and graph theory · 59% Computational complexity · 41%
Databases, data mining, and information retrieval
1 paper
Data models and query languages · 100%

Topics — the 12 heaviest of 13, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Computational complexity
parameterized complexity
0.012001
Topological parameters for time-space tradeoff · Artif. Intell. 2001
Graph algorithms and graph theory › graph theory › graph parameters › graph width parameters
treewidth
0.012001
Topological parameters for time-space tradeoff · Artif. Intell. 2001
Data models and query languages
structured query
0.012000
A Compositional Structured Query Approach to Automated Inference · KR 2000
Knowledge, reasoning and agents › Knowledge representation and reasoning
automated modeling
0.011999
Structured Modeling Language for Automated Modeling in Causal Networks · IJCAI 1999
Knowledge, reasoning and agents › Knowledge representation and reasoning › causal reasoning
causal graph
0.011999
Structured Modeling Language for Automated Modeling in Causal Networks · IJCAI 1999
Machine learning › Probabilistic and Bayesian machine learning › structured models › graphical models
structure learning
0.011999
Structured Modeling Language for Automated Modeling in Causal Networks · IJCAI 1999
Knowledge, reasoning and agents › Knowledge representation and reasoning › diagnosis
model-based diagnosis
0.011995
Diagnosing Tree-Decomposable Circuits · IJCAI 1995
Graph algorithms and graph theory › graph decomposition
tree decomposition
0.011995
Diagnosing Tree-Decomposable Circuits · IJCAI 1995
Knowledge, reasoning and agents › Knowledge representation and reasoning › diagnosis
diagnostic reasoning
0.011993
Explaining and Generalizing Diagnostic Decisions · ICML 1993
Machine learning › Trustworthy machine learning
interpretability
0.011993
Explaining and Generalizing Diagnostic Decisions · ICML 1993
Machine learning › Probabilistic and Bayesian machine learning › structured models
graphical models
0.012001
Topological parameters for time-space tradeoff · Artif. Intell. 2001
Machine learning › Probabilistic and Bayesian machine learning
statistical inference
0.012001
Topological parameters for time-space tradeoff · Artif. Intell. 2001

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

topological parameters · 0.1time-space tradeoff analysis · 0.1diagnostic decision explanation · 0.0
YearPublicationVenuePosition
2004 Potential Causality in Mixed Initiative Planning
Yousri El Fattah
IEA/AIE1
2001 Topological parameters for time-space tradeoff
Rina Dechter, Yousri El Fattah
Artif. Intell.2
2000 A Compositional Structured Query Approach to Automated Inference
Yousri El Fattah, Mark A. Peot
KR1
1999 Structured Modeling Language for Automated Modeling in Causal Networks
Yousri El Fattah
IJCAI1
1996 An evaluation of structural parameters for probabilistic reasoning: Results on benchmark circuits
Yousri El Fattah, Rina Dechter
UAI1
1996 Constraint logic programming for structure-based reasoning about dynamic physical systems
Yousri El Fattah
Artif. Intell. Eng.1
1995 Diagnosing Tree-Decomposable Circuits
Yousri El Fattah, Rina Dechter
IJCAI1
1993 Explaining and Generalizing Diagnostic Decisions
Paul O'Rorke, Yousri El Fattah, Margaret Elliott
ICML2
1993 Explanation-Based Learning for Diagnosis
Yousri El Fattah, Paul O'Rorke
Mach. Learn.1
1992 Constraint logic programming: Applications and implications
Yousri El Fattah
Artif. Intell. Eng.1