Artificial Intelligence

Artificial Intelligence is the computational discipline concerned with the design and development of systems and algorithms capable of performing cognitive tasks typically requiring human intelligence.

110.8K

Publications

8.6M

Citations

239K

Authors

18.6K

Institutions

Publications per year

2017–2026

66.6K

Variants

Parents

Computer Science

Children

Automated ReasoningCognitive ArchitectureCommonsense ReasoningConstraint SatisfactionEvolutionary ComputationExpert SystemsFuzzy LogicGame PlayingInformation ExtractionIntelligent Agents

Publications

110.8K

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

Computing, Computer Science, Artificial Intelligence +12

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

1–5 of 110.8K

Authors

239K

YB
Yoshua Bengio
Université de Montréal, Canada
175 publications · 66.1K citations
79
h-index
SL
Sergey Levine
University of California, Berkeley, United States
167 publications · 36.1K citations
75
h-index
PA
Pieter Abbeel
University of California, Berkeley, United States
144 publications · 37.9K citations
73
h-index
PS
Peter Stone
The University of Texas at Austin, United States
133 publications · 12.3K citations
59
h-index
DS
David Silver
Google DeepMind (United Kingdom), United Kingdom
80 publications · 98.7K citations
54
h-index

1–5 of 239K

Institutions

18.6K

1–8 of 18.6K

Venues

arXiv (Cornell University)
Repository · 7K publications · 744.4K citations
304
h-index
IEEE Access
1.6K publications · 122.2K citations
149
h-index
IEEE Transactions on Neural Networks
525 publications · 138.1K citations
137
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 864 publications · 70K citations
117
h-index
IEEE Transactions on Fuzzy Systems
TFS · 439 publications · 43.5K citations
107
h-index

1–5

See also Artificial Intelligence
Core Methods	Machine Learning Deep Learning Natural Language Processing Supervised Learning Transfer Learning Knowledge Representation Neural Networks Unsupervised Learning Reinforcement Learning
Applications	Robotics Computer Vision Natural Language Processing Medical Image Analysis Predictive Maintenance Drug Discovery Disease Diagnosis Quality Control Banking Archiving Public Administration Transportation Manufacturing
Evaluation	Psychometrics Network Protocols Test Reliability Test Validity
Limitations	Computational Complexity Digital Divide Constructability Constraints Ethics Of Automated Decision-making
Benchmarks	Generalized Likelihood Uncertainty Estimation