Rankings for Scientist

University, Subject, Country, Region, World

France Scientists Engineering & Technology / Computer Science Rankings in France 2024

The "AD Scientific Index" analyses the academic work of scientists using the H-index, i10 index and number of citations, and provides results that can be used to evaluate the productivity and efficiency of individuals and institutions. In addition to ranking according to "total H-index" for individuals and institutions, you can also see the ranking and analyses according to "last 6 years H-index", "total i10 index", "last 6 years i10 index", "total citations" and "llast 6 years citations" only in "AD Scientific Index". Click here for individual or institutional registration.

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Total 3.468 scientist, 1 country, 281 institution
Antoine Doucet
Antoine Doucet
Université de La Rochelle
Université de La Rochelle
Engineering & Technology / Computer Science
Text Mining
Information Retrieval
Natural Language Processing
Evaluation Methodology
H-Index Rankings
University / Institution:
# 7
Country:
# 5,737
Region:
# 65,994
World:
# 181,766
H-Index
Total:
34
Last 6 Year:
26
Last 6 Year/Total:
0.765
i10 Index
Total:
83
Last 6 Year:
57
Last 6 Year/Total:
0.687
Citation
Total:
3,455
Last 6 Year:
2,380
Last 6 Year/Total:
0.689
William Ritchie
William Ritchie
Institut de Génomique Fonctionnelle
Institut de Génomique Fonctionnelle
Engineering & Technology / Computer Science
machine learning
bioinformatics
transcription
H-Index Rankings
University / Institution:
# 10
Country:
# 5,785
Region:
# 66,510
World:
# 183,075
H-Index
Total:
34
Last 6 Year:
25
Last 6 Year/Total:
0.735
i10 Index
Total:
47
Last 6 Year:
41
Last 6 Year/Total:
0.872
Citation
Total:
4,902
Last 6 Year:
2,642
Last 6 Year/Total:
0.539
David Cohen-Steiner
David Cohen-Steiner
Institut National de Recherche en Informatique et Automatique
Institut National de Recherche en Informatique et Automatique
Engineering & Technology / Computer Science
algorithms
computational geometry
computational topology
machine learning
H-Index Rankings
University / Institution:
# 137
Country:
# 5,812
Region:
# 66,801
World:
# 183,786
H-Index
Total:
34
Last 6 Year:
24
Last 6 Year/Total:
0.706
i10 Index
Total:
48
Last 6 Year:
34
Last 6 Year/Total:
0.708
Citation
Total:
9,512
Last 6 Year:
3,437
Last 6 Year/Total:
0.361
Slim Essid
Slim Essid
ParisTech Institut des Sciences et Technologies de Paris
ParisTech Institut des Sciences et Technologies de Paris
Engineering & Technology / Computer Science
Machine learning and artificial intelligence for temporal data analysis
H-Index Rankings
University / Institution:
# 71
Country:
# 5,858
Region:
# 67,192
World:
# 184,765
H-Index
Total:
34
Last 6 Year:
22
Last 6 Year/Total:
0.647
i10 Index
Total:
81
Last 6 Year:
54
Last 6 Year/Total:
0.667
Citation
Total:
3,566
Last 6 Year:
1,606
Last 6 Year/Total:
0.450
Sébastien Konieczny
Sébastien Konieczny
Université d'Artois
Université d'Artois
Engineering & Technology / Computer Science
Artificial Intelligence
Knowledge Representation and Reasoning
Belief Revision
Belief Change
Inconsistency
H-Index Rankings
University / Institution:
# 5
Country:
# 5,865
Region:
# 67,228
World:
# 184,849
H-Index
Total:
34
Last 6 Year:
22
Last 6 Year/Total:
0.647
i10 Index
Total:
73
Last 6 Year:
47
Last 6 Year/Total:
0.644
Citation
Total:
5,151
Last 6 Year:
1,561
Last 6 Year/Total:
0.303
Azeddine Beghdadi|A. Beghdadi, Beghdadi Azeddine
Azeddine Beghdadi|A. Beghdadi, Beghdadi Azeddine
Université Sorbonne Paris Nord
Université Sorbonne Paris Nord
Engineering & Technology / Computer Science
Visual Information Processing
Image quality
Computational Model of vision
Medical imaging
H-Index Rankings
University / Institution:
# 15
Country:
# 5,880
Region:
# 67,402
World:
# 185,266
H-Index
Total:
34
Last 6 Year:
21
Last 6 Year/Total:
0.618
i10 Index
Total:
115
Last 6 Year:
55
Last 6 Year/Total:
0.478
Citation
Total:
4,659
Last 6 Year:
1,791
Last 6 Year/Total:
0.384
Guillaume Pierre
Guillaume Pierre
Institut de recherche en informatique et systèmes aléatoires
Institut de recherche en informatique et systèmes aléatoires
Engineering & Technology / Computer Science
Large-Scale Distributed Systems
Cloud computing
Fog computing
Edge computing
Middleware
H-Index Rankings
University / Institution:
# 23
Country:
# 5,886
Region:
# 67,483
World:
# 185,467
H-Index
Total:
34
Last 6 Year:
21
Last 6 Year/Total:
0.618
i10 Index
Total:
72
Last 6 Year:
38
Last 6 Year/Total:
0.528
Citation
Total:
4,737
Last 6 Year:
1,315
Last 6 Year/Total:
0.278
Kave Salamatian
Kave Salamatian
Université de Savoie Mont Blanc
Université de Savoie Mont Blanc
Engineering & Technology / Computer Science
Cybersecurity
networking
Internet Science
multi-user information theory
H-Index Rankings
University / Institution:
# 18
Country:
# 5,903
Region:
# 67,667
World:
# 185,948
H-Index
Total:
34
Last 6 Year:
20
Last 6 Year/Total:
0.588
i10 Index
Total:
87
Last 6 Year:
36
Last 6 Year/Total:
0.414
Citation
Total:
6,831
Last 6 Year:
1,505
Last 6 Year/Total:
0.220
Laurent Heutte
Laurent Heutte
Université de Rouen Normandie
Université de Rouen Normandie
Engineering & Technology / Computer Science
pattern recognition
machine learning
random forests
handwriting recognition
document image analysis
H-Index Rankings
University / Institution:
# 29
Country:
# 5,904
Region:
# 67,672
World:
# 185,965
H-Index
Total:
34
Last 6 Year:
20
Last 6 Year/Total:
0.588
i10 Index
Total:
85
Last 6 Year:
35
Last 6 Year/Total:
0.412
Citation
Total:
7,575
Last 6 Year:
4,340
Last 6 Year/Total:
0.573
Alice Caplier
Alice Caplier
Grenoble INP
Grenoble INP
Engineering & Technology / Computer Science
Image processing
H-Index Rankings
University / Institution:
# 35
Country:
# 5,905
Region:
# 67,679
World:
# 185,985
H-Index
Total:
34
Last 6 Year:
20
Last 6 Year/Total:
0.588
i10 Index
Total:
83
Last 6 Year:
34
Last 6 Year/Total:
0.410
Citation
Total:
4,839
Last 6 Year:
1,475
Last 6 Year/Total:
0.305
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Fabrice Rossi
Fabrice Rossi
Université Paris Dauphine
Université Paris Dauphine
Engineering & Technology / Computer Science
Statistics
Machine Learning
Visualization
H-Index Rankings
University / Institution:
# 6
Country:
# 5,913
Region:
# 67,719
World:
# 186,059
H-Index
Total:
34
Last 6 Year:
20
Last 6 Year/Total:
0.588
i10 Index
Total:
74
Last 6 Year:
39
Last 6 Year/Total:
0.527
Citation
Total:
8,190
Last 6 Year:
3,304
Last 6 Year/Total:
0.403
Christine Solnon
Christine Solnon
Laboratoire de Mécanique des Contacts et des Structures
Laboratoire de Mécanique des Contacts et des Structures
Engineering & Technology / Computer Science
Artificial Intelligence
Constraint Programming
Metaheuristics
Graph Matching
H-Index Rankings
University / Institution:
# 18
Country:
# 5,917
Region:
# 67,753
World:
# 186,128
H-Index
Total:
34
Last 6 Year:
20
Last 6 Year/Total:
0.588
i10 Index
Total:
69
Last 6 Year:
38
Last 6 Year/Total:
0.551
Citation
Total:
4,390
Last 6 Year:
1,299
Last 6 Year/Total:
0.296
Flavio Oquendo
Flavio Oquendo
Université de Bretagne Sud
Université de Bretagne Sud
Engineering & Technology / Computer Science
Software Architecture: Formal Approaches
Languages
Tools for Process-Centric Service-Oriented Architectures in Software-Intensive Systems Engineering
H-Index Rankings
University / Institution:
# 16
Country:
# 5,931
Region:
# 67,876
World:
# 186,426
H-Index
Total:
34
Last 6 Year:
19
Last 6 Year/Total:
0.559
i10 Index
Total:
111
Last 6 Year:
37
Last 6 Year/Total:
0.333
Citation
Total:
4,146
Last 6 Year:
1,216
Last 6 Year/Total:
0.293
Malik Ghallab
Malik Ghallab
Laboratoire d'Analyse et d'Architecture des Systèmes du CNRS
Laboratoire d'Analyse et d'Architecture des Systèmes du CNRS
Engineering & Technology / Computer Science
AI
Robotics
Automated Planning
H-Index Rankings
University / Institution:
# 28
Country:
# 5,940
Region:
# 67,985
World:
# 186,702
H-Index
Total:
34
Last 6 Year:
19
Last 6 Year/Total:
0.559
i10 Index
Total:
64
Last 6 Year:
27
Last 6 Year/Total:
0.422
Citation
Total:
12,064
Last 6 Year:
3,455
Last 6 Year/Total:
0.286
Jesus Angulo
Jesus Angulo
ParisTech Institut des Sciences et Technologies de Paris
ParisTech Institut des Sciences et Technologies de Paris
Engineering & Technology / Computer Science
Computer Science
Mathematical Morphology
Nonlinear Image Processing
Multivariate Image Processing
Pattern Recognition
H-Index Rankings
University / Institution:
# 73
Country:
# 5,975
Region:
# 68,241
World:
# 187,340
H-Index
Total:
34
Last 6 Year:
17
Last 6 Year/Total:
0.500
i10 Index
Total:
106
Last 6 Year:
44
Last 6 Year/Total:
0.415
Citation
Total:
4,965
Last 6 Year:
1,533
Last 6 Year/Total:
0.309
Chaabane Djeraba
Chaabane Djeraba
Université de Lille
Université de Lille
Engineering & Technology / Computer Science
Computer Vision
Multimedia
Data Mining
H-Index Rankings
University / Institution:
# 105
Country:
# 6,003
Region:
# 68,452
World:
# 187,879
H-Index
Total:
34
Last 6 Year:
16
Last 6 Year/Total:
0.471
i10 Index
Total:
56
Last 6 Year:
27
Last 6 Year/Total:
0.482
Citation
Total:
5,936
Last 6 Year:
1,327
Last 6 Year/Total:
0.224
Philippe Gaussier
Philippe Gaussier
École Nationale Supérieure de Électronique et de ses Applications ENSEA
École Nationale Supérieure de Électronique et de ses Applications ENSEA
Engineering & Technology / Computer Science
sciences cognitives
robotique
réseaux de neurones
intelligence artificielle
vision
H-Index Rankings
University / Institution:
# 4
Country:
# 6,007
Region:
# 68,477
World:
# 187,946
H-Index
Total:
34
Last 6 Year:
15
Last 6 Year/Total:
0.441
i10 Index
Total:
108
Last 6 Year:
35
Last 6 Year/Total:
0.324
Citation
Total:
4,644
Last 6 Year:
875
Last 6 Year/Total:
0.188
Abdel Belaid
Abdel Belaid
laboratoire lorrain de recherche en informatique et ses applications
laboratoire lorrain de recherche en informatique et ses applications
Engineering & Technology / Computer Science
Document_Analysis
Character_Recognition
Handwriting_Recognition
H-Index Rankings
University / Institution:
# 6
Country:
# 6,008
Region:
# 68,482
World:
# 187,953
H-Index
Total:
34
Last 6 Year:
15
Last 6 Year/Total:
0.441
i10 Index
Total:
96
Last 6 Year:
28
Last 6 Year/Total:
0.292
Citation
Total:
3,961
Last 6 Year:
864
Last 6 Year/Total:
0.218
Jean-Bernard Stefani
Jean-Bernard Stefani
Institut National de Recherche en Informatique et Automatique
Institut National de Recherche en Informatique et Automatique
Engineering & Technology / Computer Science
programming languages
concurrency theory
distributed systems
component-based software engineering
H-Index Rankings
University / Institution:
# 141
Country:
# 6,031
Region:
# 68,659
World:
# 188,427
H-Index
Total:
34
Last 6 Year:
12
Last 6 Year/Total:
0.353
i10 Index
Total:
81
Last 6 Year:
15
Last 6 Year/Total:
0.185
Citation
Total:
6,229
Last 6 Year:
500
Last 6 Year/Total:
0.080
Emilie Kaufmann
Emilie Kaufmann
Institut National de Recherche en Informatique et Automatique
Institut National de Recherche en Informatique et Automatique
Engineering & Technology / Computer Science
statistiques
machine learning
sequential learning
H-Index Rankings
University / Institution:
# 142
Country:
# 6,042
Region:
# 68,801
World:
# 189,007
H-Index
Total:
33
Last 6 Year:
32
Last 6 Year/Total:
0.970
i10 Index
Total:
49
Last 6 Year:
47
Last 6 Year/Total:
0.959
Citation
Total:
4,753
Last 6 Year:
3,775
Last 6 Year/Total:
0.794
Yassine Ruichek
Yassine Ruichek
Université de Technologie de Belfort Montbéliard
Université de Technologie de Belfort Montbéliard
Engineering & Technology / Computer Science
Image processing
computer vision
data fusion
classification
machine learning
H-Index Rankings
University / Institution:
# 8
Country:
# 6,072
Region:
# 69,243
World:
# 190,649
H-Index
Total:
33
Last 6 Year:
28
Last 6 Year/Total:
0.848
i10 Index
Total:
96
Last 6 Year:
72
Last 6 Year/Total:
0.750
Citation
Total:
4,042
Last 6 Year:
3,014
Last 6 Year/Total:
0.746
Abderrezak Rachedi
Abderrezak Rachedi
Université Gustave-Eiffel
Université Gustave-Eiffel
Engineering & Technology / Computer Science
Computer Network
Internet of Things
AIoT : Artificiel Intelligent of Things
Applied cryptography
Blockchain
H-Index Rankings
University / Institution:
# 13
Country:
# 6,088
Region:
# 69,480
World:
# 191,342
H-Index
Total:
33
Last 6 Year:
27
Last 6 Year/Total:
0.818
i10 Index
Total:
90
Last 6 Year:
58
Last 6 Year/Total:
0.644
Citation
Total:
4,402
Last 6 Year:
3,064
Last 6 Year/Total:
0.696
Siohoi İeng
Siohoi İeng
Sorbonne Université
Sorbonne Université
Engineering & Technology / Computer Science
computer vision
neuromorphic engineering
H-Index Rankings
University / Institution:
# 229
Country:
# 6,123
Region:
# 69,971
World:
# 192,651
H-Index
Total:
33
Last 6 Year:
26
Last 6 Year/Total:
0.788
i10 Index
Total:
52
Last 6 Year:
43
Last 6 Year/Total:
0.827
Citation
Total:
3,850
Last 6 Year:
2,388
Last 6 Year/Total:
0.620
Thomas Walter
Thomas Walter
ParisTech Institut des Sciences et Technologies de Paris
ParisTech Institut des Sciences et Technologies de Paris
Engineering & Technology / Computer Science
Computer Vision
Artificial Intelligence
Computational Pathology
High Content Screening
H-Index Rankings
University / Institution:
# 75
Country:
# 6,129
Region:
# 70,005
World:
# 192,749
H-Index
Total:
33
Last 6 Year:
26
Last 6 Year/Total:
0.788
i10 Index
Total:
46
Last 6 Year:
40
Last 6 Year/Total:
0.870
Citation
Total:
8,188
Last 6 Year:
3,860
Last 6 Year/Total:
0.471
Ludovic Denoyer
Ludovic Denoyer
Ubisoft
Ubisoft
Engineering & Technology / Computer Science
Machine Learning
Reinforcement Learning
Deep learning
H-Index Rankings
University / Institution:
# 1
Country:
# 6,167
Region:
# 70,391
World:
# 193,826
H-Index
Total:
33
Last 6 Year:
24
Last 6 Year/Total:
0.727
i10 Index
Total:
76
Last 6 Year:
47
Last 6 Year/Total:
0.618
Citation
Total:
8,647
Last 6 Year:
6,176
Last 6 Year/Total:
0.714
Nicolas Vayatis
Nicolas Vayatis
École Normale Supérieure Paris Saclay
École Normale Supérieure Paris Saclay
Engineering & Technology / Computer Science
Machine Learning
H-Index Rankings
University / Institution:
# 7
Country:
# 6,173
Region:
# 70,422
World:
# 193,889
H-Index
Total:
33
Last 6 Year:
24
Last 6 Year/Total:
0.727
i10 Index
Total:
72
Last 6 Year:
55
Last 6 Year/Total:
0.764
Citation
Total:
5,178
Last 6 Year:
3,184
Last 6 Year/Total:
0.615
Florent Lafarge
Florent Lafarge
Institut National de Recherche en Informatique et Automatique
Institut National de Recherche en Informatique et Automatique
Engineering & Technology / Computer Science
computer vision
geometry processing
photogrammetry
H-Index Rankings
University / Institution:
# 145
Country:
# 6,216
Region:
# 70,911
World:
# 195,101
H-Index
Total:
33
Last 6 Year:
23
Last 6 Year/Total:
0.697
i10 Index
Total:
53
Last 6 Year:
38
Last 6 Year/Total:
0.717
Citation
Total:
3,477
Last 6 Year:
1,710
Last 6 Year/Total:
0.492
Bogdan I. Iorga
Bogdan I. Iorga
Université Paris-Saclay
Université Paris-Saclay
Engineering & Technology / Computer Science
drug design
computational chemistry
bioinformatics
antibiotic resistance
machine learning
H-Index Rankings
University / Institution:
# 33
Country:
# 6,227
Region:
# 70,999
World:
# 195,365
H-Index
Total:
33
Last 6 Year:
22
Last 6 Year/Total:
0.667
i10 Index
Total:
95
Last 6 Year:
72
Last 6 Year/Total:
0.758
Citation
Total:
4,016
Last 6 Year:
2,265
Last 6 Year/Total:
0.564
Kamel Barkaoui
Kamel Barkaoui
Conservatoire National des Arts et Métiers CNAM
Conservatoire National des Arts et Métiers CNAM
Engineering & Technology / Computer Science
Formal Methods
Verification
Petri Nets
Concurrency
Deep Reinforcement Learning
H-Index Rankings
University / Institution:
# 7
Country:
# 6,229
Region:
# 71,030
World:
# 195,441
H-Index
Total:
33
Last 6 Year:
22
Last 6 Year/Total:
0.667
i10 Index
Total:
82
Last 6 Year:
39
Last 6 Year/Total:
0.476
Citation
Total:
4,287
Last 6 Year:
1,833
Last 6 Year/Total:
0.428
Freddy Lecue
Freddy Lecue
Institut National de Recherche en Informatique et Automatique
Institut National de Recherche en Informatique et Automatique
Engineering & Technology / Computer Science
Explainable AI (XAI)
Artificial Intelligence
Semantic Web
Knowledge Representation and Reasoning
Explicative Reasoning
H-Index Rankings
University / Institution:
# 146
Country:
# 6,232
Region:
# 71,049
World:
# 195,492
H-Index
Total:
33
Last 6 Year:
22
Last 6 Year/Total:
0.667
i10 Index
Total:
77
Last 6 Year:
43
Last 6 Year/Total:
0.558
Citation
Total:
4,079
Last 6 Year:
2,246
Last 6 Year/Total:
0.551
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A New and Different Feature!!!! University Subject Rankings in 12 subjects:

Ranking and analysis of universities by subject in 12 fields such as health, engineering, natural sciences, education, business, economics, social sciences, etc.
Alin Bostan
Alin Bostan
Institut National de Recherche en Informatique et Automatique
Institut National de Recherche en Informatique et Automatique
Engineering & Technology / Computer Science
computer algebra
combinatorics
mathematical physics
H-Index Rankings
University / Institution:
# 147
Country:
# 6,243
Region:
# 71,123
World:
# 195,692
H-Index
Total:
33
Last 6 Year:
22
Last 6 Year/Total:
0.667
i10 Index
Total:
65
Last 6 Year:
47
Last 6 Year/Total:
0.723
Citation
Total:
3,092
Last 6 Year:
1,449
Last 6 Year/Total:
0.469
Emmanuel Baccelli
Emmanuel Baccelli
Institut National de Recherche en Informatique et Automatique
Institut National de Recherche en Informatique et Automatique
Engineering & Technology / Computer Science
Communication Protocols
Internet of Things Software
Standardization
Distributed Algorithms
Spontaneous Wireless Networks
H-Index Rankings
University / Institution:
# 149
Country:
# 6,270
Region:
# 71,360
World:
# 196,257
H-Index
Total:
33
Last 6 Year:
21
Last 6 Year/Total:
0.636
i10 Index
Total:
76
Last 6 Year:
34
Last 6 Year/Total:
0.447
Citation
Total:
4,683
Last 6 Year:
2,315
Last 6 Year/Total:
0.494
Thierry Roncalli
Thierry Roncalli
Amundi
Amundi
Engineering & Technology / Computer Science
Portfolio allocation
risk management
machine learning
H-Index Rankings
University / Institution:
# 1
Country:
# 6,309
Region:
# 71,720
World:
# 197,148
H-Index
Total:
33
Last 6 Year:
20
Last 6 Year/Total:
0.606
i10 Index
Total:
66
Last 6 Year:
44
Last 6 Year/Total:
0.667
Citation
Total:
5,517
Last 6 Year:
2,094
Last 6 Year/Total:
0.380
Bogdan Kuchta
Bogdan Kuchta
Université D'Aix Marseille
Université D'Aix Marseille
Engineering & Technology / Computer Science
Numerical modeling
Nanoporous Materials
H-Index Rankings
University / Institution:
# 166
Country:
# 6,346
Region:
# 72,147
World:
# 198,171
H-Index
Total:
33
Last 6 Year:
18
Last 6 Year/Total:
0.545
i10 Index
Total:
86
Last 6 Year:
32
Last 6 Year/Total:
0.372
Citation
Total:
3,738
Last 6 Year:
1,534
Last 6 Year/Total:
0.410
Atilla Baskurt
Atilla Baskurt
Laboratoire de Mécanique des Contacts et des Structures
Laboratoire de Mécanique des Contacts et des Structures
Engineering & Technology / Computer Science
Image Processing
Video Processing
3D Image Processing
Computer Vision
Pattern Recognition
H-Index Rankings
University / Institution:
# 20
Country:
# 6,350
Region:
# 72,172
World:
# 198,218
H-Index
Total:
33
Last 6 Year:
18
Last 6 Year/Total:
0.545
i10 Index
Total:
77
Last 6 Year:
25
Last 6 Year/Total:
0.325
Citation
Total:
7,987
Last 6 Year:
3,598
Last 6 Year/Total:
0.450
Gerie van der Heijden
Gerie van der Heijden
DuPont Pioneer
DuPont Pioneer
Engineering & Technology / Computer Science
plant phenotyping
image analysis
computer vision
pattern recognition
robotics
H-Index Rankings
University / Institution:
# 2
Country:
# 6,360
Region:
# 72,255
World:
# 198,411
H-Index
Total:
33
Last 6 Year:
18
Last 6 Year/Total:
0.545
i10 Index
Total:
60
Last 6 Year:
31
Last 6 Year/Total:
0.517
Citation
Total:
3,329
Last 6 Year:
1,167
Last 6 Year/Total:
0.351
Bernard Tourancheau
Bernard Tourancheau
Université Grenoble Alpes
Université Grenoble Alpes
Engineering & Technology / Computer Science
Sensor Networks
HPC
Internet of Things
Energy Efficiency
H-Index Rankings
University / Institution:
# 190
Country:
# 6,394
Region:
# 72,531
World:
# 199,113
H-Index
Total:
33
Last 6 Year:
16
Last 6 Year/Total:
0.485
i10 Index
Total:
75
Last 6 Year:
26
Last 6 Year/Total:
0.347
Citation
Total:
3,960
Last 6 Year:
1,256
Last 6 Year/Total:
0.317
Martin Cooper
Martin Cooper
Institut de Recherche en Informatique de Toulouse
Institut de Recherche en Informatique de Toulouse
Engineering & Technology / Computer Science
Artificial Intelligence
Constraints
Computer Vision
Planning
Complexity
H-Index Rankings
University / Institution:
# 12
Country:
# 6,395
Region:
# 72,534
World:
# 199,117
H-Index
Total:
33
Last 6 Year:
16
Last 6 Year/Total:
0.485
i10 Index
Total:
74
Last 6 Year:
33
Last 6 Year/Total:
0.446
Citation
Total:
4,010
Last 6 Year:
983
Last 6 Year/Total:
0.245
Ladjel Bellatreche
Ladjel Bellatreche
École Nationale Supérieure de mécanique et d'Aérotechnique de Poitiers ISAE ENSMA
École Nationale Supérieure de mécanique et d'Aérotechnique de Poitiers ISAE ENSMA
Engineering & Technology / Computer Science
Data Science
Knowledge Graphs
Green Computing
Conceptual Modeling
Ontology Engineering
H-Index Rankings
University / Institution:
# 7
Country:
# 6,407
Region:
# 72,629
World:
# 199,351
H-Index
Total:
33
Last 6 Year:
15
Last 6 Year/Total:
0.455
i10 Index
Total:
107
Last 6 Year:
31
Last 6 Year/Total:
0.290
Citation
Total:
4,353
Last 6 Year:
1,388
Last 6 Year/Total:
0.319
Claude Marché
Claude Marché
Institut National de Recherche en Informatique et Automatique
Institut National de Recherche en Informatique et Automatique
Engineering & Technology / Computer Science
Computer Science
Deductive Verification
H-Index Rankings
University / Institution:
# 153
Country:
# 6,415
Region:
# 72,695
World:
# 199,487
H-Index
Total:
33
Last 6 Year:
15
Last 6 Year/Total:
0.455
i10 Index
Total:
62
Last 6 Year:
26
Last 6 Year/Total:
0.419
Citation
Total:
4,320
Last 6 Year:
948
Last 6 Year/Total:
0.219
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Bernard Merialdo
Bernard Merialdo
Institut Eurecom École d'Ingénieurs en Systemes de Communication
Institut Eurecom École d'Ingénieurs en Systemes de Communication
Engineering & Technology / Computer Science
Machine Learning
H-Index Rankings
University / Institution:
# 23
Country:
# 6,431
Region:
# 72,807
World:
# 199,802
H-Index
Total:
33
Last 6 Year:
13
Last 6 Year/Total:
0.394
i10 Index
Total:
78
Last 6 Year:
15
Last 6 Year/Total:
0.192
Citation
Total:
5,863
Last 6 Year:
1,084
Last 6 Year/Total:
0.185
Patrick Griffiths
Patrick Griffiths
European Space Agency
European Space Agency
Engineering & Technology / Computer Science
remote sensing
image processing
machine learning
land system science
phenology
H-Index Rankings
University / Institution:
# 45
Country:
# 6,451
Region:
# 73,039
World:
# 200,714
H-Index
Total:
32
Last 6 Year:
31
Last 6 Year/Total:
0.969
i10 Index
Total:
34
Last 6 Year:
34
Last 6 Year/Total:
1.000
Citation
Total:
6,098
Last 6 Year:
4,114
Last 6 Year/Total:
0.675
Davide Faranda
Davide Faranda
Institut Pierre-Simon Laplace
Institut Pierre-Simon Laplace
Engineering & Technology / Computer Science
Climate Dynamics
Climate Extremes
Machine Learning
Dynamical Systems
Epidemiology
H-Index Rankings
University / Institution:
# 51
Country:
# 6,458
Region:
# 73,197
World:
# 201,369
H-Index
Total:
32
Last 6 Year:
29
Last 6 Year/Total:
0.906
i10 Index
Total:
69
Last 6 Year:
65
Last 6 Year/Total:
0.942
Citation
Total:
3,004
Last 6 Year:
2,471
Last 6 Year/Total:
0.823
Timothée Masquelier
Timothée Masquelier
Université de Toulouse I
Université de Toulouse I
Engineering & Technology / Computer Science
AI
computational neuroscience
deep learning
spiking neural networks
vision
H-Index Rankings
University / Institution:
# 3
Country:
# 6,471
Region:
# 73,462
World:
# 202,236
H-Index
Total:
32
Last 6 Year:
28
Last 6 Year/Total:
0.875
i10 Index
Total:
53
Last 6 Year:
49
Last 6 Year/Total:
0.925
Citation
Total:
7,929
Last 6 Year:
5,819
Last 6 Year/Total:
0.734
Caroline Petitjean
Caroline Petitjean
Université de Rouen Normandie
Université de Rouen Normandie
Engineering & Technology / Computer Science
Image processing
machine learning
medical image analysis
H-Index Rankings
University / Institution:
# 32
Country:
# 6,499
Region:
# 73,910
World:
# 203,576
H-Index
Total:
32
Last 6 Year:
26
Last 6 Year/Total:
0.813
i10 Index
Total:
63
Last 6 Year:
46
Last 6 Year/Total:
0.730
Citation
Total:
8,169
Last 6 Year:
6,057
Last 6 Year/Total:
0.741
María Naya-Plasencia
María Naya-Plasencia
Institut National de Recherche en Informatique et Automatique
Institut National de Recherche en Informatique et Automatique
Engineering & Technology / Computer Science
Cryptography
Cryptanalysis
H-Index Rankings
University / Institution:
# 157
Country:
# 6,542
Region:
# 74,313
World:
# 204,646
H-Index
Total:
32
Last 6 Year:
25
Last 6 Year/Total:
0.781
i10 Index
Total:
55
Last 6 Year:
38
Last 6 Year/Total:
0.691
Citation
Total:
4,011
Last 6 Year:
2,404
Last 6 Year/Total:
0.599
Adrien Bousseau
Adrien Bousseau
Institut National de Recherche en Informatique et Automatique
Institut National de Recherche en Informatique et Automatique
Engineering & Technology / Computer Science
Computer Graphics
H-Index Rankings
University / Institution:
# 158
Country:
# 6,559
Region:
# 74,424
World:
# 204,925
H-Index
Total:
32
Last 6 Year:
25
Last 6 Year/Total:
0.781
i10 Index
Total:
44
Last 6 Year:
37
Last 6 Year/Total:
0.841
Citation
Total:
3,852
Last 6 Year:
2,073
Last 6 Year/Total:
0.538
Yannick Estève
Yannick Estève
Université d'Avignon
Université d'Avignon
Engineering & Technology / Computer Science
Natural Language & Speech
Machine learning
H-Index Rankings
University / Institution:
# 7
Country:
# 6,563
Region:
# 74,478
World:
# 205,091
H-Index
Total:
32
Last 6 Year:
24
Last 6 Year/Total:
0.750
i10 Index
Total:
88
Last 6 Year:
57
Last 6 Year/Total:
0.648
Citation
Total:
4,090
Last 6 Year:
2,561
Last 6 Year/Total:
0.626
Mathieu Acher
Mathieu Acher
Institut de recherche en informatique et systèmes aléatoires
Institut de recherche en informatique et systèmes aléatoires
Engineering & Technology / Computer Science
Software Engineering
Software Product Lines
Model-driven Engineering
Feature Models
Variability
H-Index Rankings
University / Institution:
# 25
Country:
# 6,568
Region:
# 74,503
World:
# 205,171
H-Index
Total:
32
Last 6 Year:
24
Last 6 Year/Total:
0.750
i10 Index
Total:
77
Last 6 Year:
49
Last 6 Year/Total:
0.636
Citation
Total:
3,704
Last 6 Year:
1,755
Last 6 Year/Total:
0.474
Emiliano Lorini
Emiliano Lorini
Institut de Recherche en Informatique de Toulouse
Institut de Recherche en Informatique de Toulouse
Engineering & Technology / Computer Science
Logic
artificial intelligence
game theory
multi-agent systems
H-Index Rankings
University / Institution:
# 13
Country:
# 6,636
Region:
# 75,186
World:
# 206,950
H-Index
Total:
32
Last 6 Year:
22
Last 6 Year/Total:
0.688
i10 Index
Total:
89
Last 6 Year:
39
Last 6 Year/Total:
0.438
Citation
Total:
3,356
Last 6 Year:
1,412
Last 6 Year/Total:
0.421
AD Scientific Index - World Scientists Rankings - 2024 H INDEX i10 INDEX CITATION
University /
Institution 		Country Region World Name Country University / Institution Subject Total Last 6 year Last 6 year/total Total Last 6 year Last 6 year/total Total Last 6 year Last 6 year/total
7 5,737 65,994 181,766
Antoine DoucetAntoine Doucet
France Université de La Rochelle Université de La Rochelle Engineering & Technology / Computer Science

Text Mining | Information Retrieval | Natural Language Processing | Evaluation Methodology |

34 26 0.765 83 57 0.687 3,455 2,380 0.689
10 5,785 66,510 183,075
William RitchieWilliam Ritchie
France Institut de Génomique Fonctionnelle Institut de Génomique Fonctionnelle Engineering & Technology / Computer Science

machine learning | bioinformatics | transcription |

34 25 0.735 47 41 0.872 4,902 2,642 0.539
137 5,812 66,801 183,786
David Cohen-SteinerDavid Cohen-Steiner
France Institut National de Recherche en Informatique et Automatique Institut National de Recherche en Informatique et Automatique Engineering & Technology / Computer Science

algorithms | computational geometry | computational topology | machine learning |

34 24 0.706 48 34 0.708 9,512 3,437 0.361
71 5,858 67,192 184,765
Slim EssidSlim Essid
France ParisTech Institut des Sciences et Technologies de Paris ParisTech Institut des Sciences et Technologies de Paris Engineering & Technology / Computer Science

Machine learning and artificial intelligence for temporal data analysis |

34 22 0.647 81 54 0.667 3,566 1,606 0.450
5 5,865 67,228 184,849
Sébastien KoniecznySébastien Konieczny
France Université d'Artois Université d'Artois Engineering & Technology / Computer Science

Artificial Intelligence | Knowledge Representation and Reasoning | Belief Revision | Belief Change | Inconsistency |

34 22 0.647 73 47 0.644 5,151 1,561 0.303
15 5,880 67,402 185,266
Azeddine Beghdadi|A. Beghdadi, Beghdadi AzeddineAzeddine Beghdadi|A. Beghdadi, Beghdadi Azeddine
France Université Sorbonne Paris Nord Université Sorbonne Paris Nord Engineering & Technology / Computer Science

Visual Information Processing | Image quality | Computational Model of vision | Medical imaging |

34 21 0.618 115 55 0.478 4,659 1,791 0.384
23 5,886 67,483 185,467
Guillaume PierreGuillaume Pierre
France Institut de recherche en informatique et systèmes aléatoires Institut de recherche en informatique et systèmes aléatoires Engineering & Technology / Computer Science

Large-Scale Distributed Systems | Cloud computing | Fog computing | Edge computing | Middleware |

34 21 0.618 72 38 0.528 4,737 1,315 0.278
18 5,903 67,667 185,948
Kave SalamatianKave Salamatian
France Université de Savoie Mont Blanc Université de Savoie Mont Blanc Engineering & Technology / Computer Science

Cybersecurity | networking | Internet Science | multi-user information theory |

34 20 0.588 87 36 0.414 6,831 1,505 0.220
29 5,904 67,672 185,965
Laurent HeutteLaurent Heutte
France Université de Rouen Normandie Université de Rouen Normandie Engineering & Technology / Computer Science

pattern recognition | machine learning | random forests | handwriting recognition | document image analysis |

34 20 0.588 85 35 0.412 7,575 4,340 0.573
35 5,905 67,679 185,985
Alice CaplierAlice Caplier
France Grenoble INP Grenoble INP Engineering & Technology / Computer Science

Image processing |

34 20 0.588 83 34 0.410 4,839 1,475 0.305
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6 5,913 67,719 186,059
Fabrice RossiFabrice Rossi
France Université Paris Dauphine Université Paris Dauphine Engineering & Technology / Computer Science

Statistics | Machine Learning | Visualization |

34 20 0.588 74 39 0.527 8,190 3,304 0.403
18 5,917 67,753 186,128
Christine SolnonChristine Solnon
France Laboratoire de Mécanique des Contacts et des Structures Laboratoire de Mécanique des Contacts et des Structures Engineering & Technology / Computer Science

Artificial Intelligence | Constraint Programming | Metaheuristics | Graph Matching |

34 20 0.588 69 38 0.551 4,390 1,299 0.296
16 5,931 67,876 186,426
Flavio OquendoFlavio Oquendo
France Université de Bretagne Sud Université de Bretagne Sud Engineering & Technology / Computer Science

Software Architecture: Formal Approaches | Languages | Tools for Process-Centric Service-Oriented Architectures in Software-Intensive Systems Engineering |

34 19 0.559 111 37 0.333 4,146 1,216 0.293
28 5,940 67,985 186,702
Malik GhallabMalik Ghallab
France Laboratoire d'Analyse et d'Architecture des Systèmes du CNRS Laboratoire d'Analyse et d'Architecture des Systèmes du CNRS Engineering & Technology / Computer Science

AI | Robotics | Automated Planning |

34 19 0.559 64 27 0.422 12,064 3,455 0.286
73 5,975 68,241 187,340
Jesus AnguloJesus Angulo
France ParisTech Institut des Sciences et Technologies de Paris ParisTech Institut des Sciences et Technologies de Paris Engineering & Technology / Computer Science

Computer Science | Mathematical Morphology | Nonlinear Image Processing | Multivariate Image Processing | Pattern Recognition |

34 17 0.500 106 44 0.415 4,965 1,533 0.309
105 6,003 68,452 187,879
Chaabane DjerabaChaabane Djeraba
France Université de Lille Université de Lille Engineering & Technology / Computer Science

Computer Vision | Multimedia | Data Mining |

34 16 0.471 56 27 0.482 5,936 1,327 0.224
4 6,007 68,477 187,946
Philippe GaussierPhilippe Gaussier
France École Nationale Supérieure de Électronique et de ses Applications ENSEA École Nationale Supérieure de Électronique et de ses Applications ENSEA Engineering & Technology / Computer Science

sciences cognitives | robotique | réseaux de neurones | intelligence artificielle | vision |

34 15 0.441 108 35 0.324 4,644 875 0.188
6 6,008 68,482 187,953
Abdel BelaidAbdel Belaid
France laboratoire lorrain de recherche en informatique et ses applications laboratoire lorrain de recherche en informatique et ses applications Engineering & Technology / Computer Science

Document_Analysis | Character_Recognition | Handwriting_Recognition |

34 15 0.441 96 28 0.292 3,961 864 0.218
141 6,031 68,659 188,427
Jean-Bernard StefaniJean-Bernard Stefani
France Institut National de Recherche en Informatique et Automatique Institut National de Recherche en Informatique et Automatique Engineering & Technology / Computer Science

programming languages | concurrency theory | distributed systems | component-based software engineering |

34 12 0.353 81 15 0.185 6,229 500 0.080
142 6,042 68,801 189,007
Emilie KaufmannEmilie Kaufmann
France Institut National de Recherche en Informatique et Automatique Institut National de Recherche en Informatique et Automatique Engineering & Technology / Computer Science

statistiques | machine learning | sequential learning |

33 32 0.970 49 47 0.959 4,753 3,775 0.794
8 6,072 69,243 190,649
Yassine RuichekYassine Ruichek
France Université de Technologie de Belfort Montbéliard Université de Technologie de Belfort Montbéliard Engineering & Technology / Computer Science

Image processing | computer vision | data fusion | classification | machine learning |

33 28 0.848 96 72 0.750 4,042 3,014 0.746
13 6,088 69,480 191,342
Abderrezak RachediAbderrezak Rachedi
France Université Gustave-Eiffel Université Gustave-Eiffel Engineering & Technology / Computer Science

Computer Network | Internet of Things | AIoT : Artificiel Intelligent of Things | Applied cryptography | Blockchain |

33 27 0.818 90 58 0.644 4,402 3,064 0.696
229 6,123 69,971 192,651
Siohoi İengSiohoi İeng
France Sorbonne Université Sorbonne Université Engineering & Technology / Computer Science

computer vision | neuromorphic engineering |

33 26 0.788 52 43 0.827 3,850 2,388 0.620
75 6,129 70,005 192,749
Thomas WalterThomas Walter
France ParisTech Institut des Sciences et Technologies de Paris ParisTech Institut des Sciences et Technologies de Paris Engineering & Technology / Computer Science

Computer Vision | Artificial Intelligence | Computational Pathology | High Content Screening |

33 26 0.788 46 40 0.870 8,188 3,860 0.471
1 6,167 70,391 193,826
Ludovic DenoyerLudovic Denoyer
France Ubisoft Ubisoft Engineering & Technology / Computer Science

Machine Learning | Reinforcement Learning | Deep learning |

33 24 0.727 76 47 0.618 8,647 6,176 0.714
7 6,173 70,422 193,889
Nicolas VayatisNicolas Vayatis
France École Normale Supérieure Paris Saclay École Normale Supérieure Paris Saclay Engineering & Technology / Computer Science

Machine Learning |

33 24 0.727 72 55 0.764 5,178 3,184 0.615
145 6,216 70,911 195,101
Florent LafargeFlorent Lafarge
France Institut National de Recherche en Informatique et Automatique Institut National de Recherche en Informatique et Automatique Engineering & Technology / Computer Science

computer vision | geometry processing | photogrammetry |

33 23 0.697 53 38 0.717 3,477 1,710 0.492
33 6,227 70,999 195,365
Bogdan I. IorgaBogdan I. Iorga
France Université Paris-Saclay Université Paris-Saclay Engineering & Technology / Computer Science

drug design | computational chemistry | bioinformatics | antibiotic resistance | machine learning |

33 22 0.667 95 72 0.758 4,016 2,265 0.564
7 6,229 71,030 195,441
Kamel BarkaouiKamel Barkaoui
France Conservatoire National des Arts et Métiers CNAM Conservatoire National des Arts et Métiers CNAM Engineering & Technology / Computer Science

Formal Methods | Verification | Petri Nets | Concurrency | Deep Reinforcement Learning |

33 22 0.667 82 39 0.476 4,287 1,833 0.428
146 6,232 71,049 195,492
Freddy LecueFreddy Lecue
France Institut National de Recherche en Informatique et Automatique Institut National de Recherche en Informatique et Automatique Engineering & Technology / Computer Science

Explainable AI (XAI) | Artificial Intelligence | Semantic Web | Knowledge Representation and Reasoning | Explicative Reasoning |

33 22 0.667 77 43 0.558 4,079 2,246 0.551
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147 6,243 71,123 195,692
Alin BostanAlin Bostan
France Institut National de Recherche en Informatique et Automatique Institut National de Recherche en Informatique et Automatique Engineering & Technology / Computer Science

computer algebra | combinatorics | mathematical physics |

33 22 0.667 65 47 0.723 3,092 1,449 0.469
149 6,270 71,360 196,257
Emmanuel BaccelliEmmanuel Baccelli
France Institut National de Recherche en Informatique et Automatique Institut National de Recherche en Informatique et Automatique Engineering & Technology / Computer Science

Communication Protocols | Internet of Things Software | Standardization | Distributed Algorithms | Spontaneous Wireless Networks |

33 21 0.636 76 34 0.447 4,683 2,315 0.494
1 6,309 71,720 197,148
Thierry RoncalliThierry Roncalli
France Amundi Amundi Engineering & Technology / Computer Science

Portfolio allocation | risk management | machine learning |

33 20 0.606 66 44 0.667 5,517 2,094 0.380
166 6,346 72,147 198,171
Bogdan KuchtaBogdan Kuchta
France Université D'Aix Marseille Université D'Aix Marseille Engineering & Technology / Computer Science

Numerical modeling | Nanoporous Materials |

33 18 0.545 86 32 0.372 3,738 1,534 0.410
20 6,350 72,172 198,218
Atilla BaskurtAtilla Baskurt
France Laboratoire de Mécanique des Contacts et des Structures Laboratoire de Mécanique des Contacts et des Structures Engineering & Technology / Computer Science

Image Processing | Video Processing | 3D Image Processing | Computer Vision | Pattern Recognition |

33 18 0.545 77 25 0.325 7,987 3,598 0.450
2 6,360 72,255 198,411
Gerie van der HeijdenGerie van der Heijden
France DuPont Pioneer DuPont Pioneer Engineering & Technology / Computer Science

plant phenotyping | image analysis | computer vision | pattern recognition | robotics |

33 18 0.545 60 31 0.517 3,329 1,167 0.351
190 6,394 72,531 199,113
Bernard TourancheauBernard Tourancheau
France Université Grenoble Alpes Université Grenoble Alpes Engineering & Technology / Computer Science

Sensor Networks | HPC | Internet of Things | Energy Efficiency |

33 16 0.485 75 26 0.347 3,960 1,256 0.317
12 6,395 72,534 199,117
Martin CooperMartin Cooper
France Institut de Recherche en Informatique de Toulouse Institut de Recherche en Informatique de Toulouse Engineering & Technology / Computer Science

Artificial Intelligence | Constraints | Computer Vision | Planning | Complexity |

33 16 0.485 74 33 0.446 4,010 983 0.245
7 6,407 72,629 199,351
Ladjel BellatrecheLadjel Bellatreche
France École Nationale Supérieure de mécanique et d'Aérotechnique de Poitiers ISAE ENSMA École Nationale Supérieure de mécanique et d'Aérotechnique de Poitiers ISAE ENSMA Engineering & Technology / Computer Science

Data Science | Knowledge Graphs | Green Computing | Conceptual Modeling | Ontology Engineering |

33 15 0.455 107 31 0.290 4,353 1,388 0.319
153 6,415 72,695 199,487
Claude MarchéClaude Marché
France Institut National de Recherche en Informatique et Automatique Institut National de Recherche en Informatique et Automatique Engineering & Technology / Computer Science

Computer Science | Deductive Verification |

33 15 0.455 62 26 0.419 4,320 948 0.219
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Subject Rankings, University Subject Rankings, Citiation Rankings, i10 Productivity Rankings, Country Rankings, Detailed analyses of universities
23 6,431 72,807 199,802
Bernard MerialdoBernard Merialdo
France Institut Eurecom École d'Ingénieurs en Systemes de Communication Institut Eurecom École d'Ingénieurs en Systemes de Communication Engineering & Technology / Computer Science

Machine Learning |

33 13 0.394 78 15 0.192 5,863 1,084 0.185
45 6,451 73,039 200,714
Patrick GriffithsPatrick Griffiths
France European Space Agency European Space Agency Engineering & Technology / Computer Science

remote sensing | image processing | machine learning | land system science | phenology |

32 31 0.969 34 34 1.000 6,098 4,114 0.675
51 6,458 73,197 201,369
Davide FarandaDavide Faranda
France Institut Pierre-Simon Laplace Institut Pierre-Simon Laplace Engineering & Technology / Computer Science

Climate Dynamics | Climate Extremes | Machine Learning | Dynamical Systems | Epidemiology |

32 29 0.906 69 65 0.942 3,004 2,471 0.823
3 6,471 73,462 202,236
Timothée MasquelierTimothée Masquelier
France Université de Toulouse I Université de Toulouse I Engineering & Technology / Computer Science

AI | computational neuroscience | deep learning | spiking neural networks | vision |

32 28 0.875 53 49 0.925 7,929 5,819 0.734
32 6,499 73,910 203,576
Caroline PetitjeanCaroline Petitjean
France Université de Rouen Normandie Université de Rouen Normandie Engineering & Technology / Computer Science

Image processing | machine learning | medical image analysis |

32 26 0.813 63 46 0.730 8,169 6,057 0.741
157 6,542 74,313 204,646
María Naya-PlasenciaMaría Naya-Plasencia
France Institut National de Recherche en Informatique et Automatique Institut National de Recherche en Informatique et Automatique Engineering & Technology / Computer Science

Cryptography | Cryptanalysis |

32 25 0.781 55 38 0.691 4,011 2,404 0.599
158 6,559 74,424 204,925
Adrien BousseauAdrien Bousseau
France Institut National de Recherche en Informatique et Automatique Institut National de Recherche en Informatique et Automatique Engineering & Technology / Computer Science

Computer Graphics |

32 25 0.781 44 37 0.841 3,852 2,073 0.538
7 6,563 74,478 205,091
Yannick EstèveYannick Estève
France Université d'Avignon Université d'Avignon Engineering & Technology / Computer Science

Natural Language & Speech | Machine learning |

32 24 0.750 88 57 0.648 4,090 2,561 0.626
25 6,568 74,503 205,171
Mathieu AcherMathieu Acher
France Institut de recherche en informatique et systèmes aléatoires Institut de recherche en informatique et systèmes aléatoires Engineering & Technology / Computer Science

Software Engineering | Software Product Lines | Model-driven Engineering | Feature Models | Variability |

32 24 0.750 77 49 0.636 3,704 1,755 0.474
13 6,636 75,186 206,950
Emiliano LoriniEmiliano Lorini
France Institut de Recherche en Informatique de Toulouse Institut de Recherche en Informatique de Toulouse Engineering & Technology / Computer Science

Logic | artificial intelligence | game theory | multi-agent systems |

32 22 0.688 89 39 0.438 3,356 1,412 0.421