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thundergolfer / awesome-AI-academia

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A curated list of academic AI resources and people. Partly an aspirational list, partly a memory aide.

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Awesome Artificial Intelligence Academia Awesome

AI

About

A curated resource of everything AI in the academic world. Currently this has a bias towards my own interest in the crossection of AI and Argumentation, though I will soon separate related but distinct content into catergories.

Contributions welcome!

Contents

  1. People
  2. Seminal Papers
  3. Journals
  4. Conferences
  5. Workshops
  6. Schools And Education
  7. Other Useful Links

People

Full List In people-extended, source

Researcher Known For...
Michael I. Jordon Latent Dirichlet (LDA) Allocation
Andrew Ng LDA, Spectral Clustering
Andrew Zisserman CNNs for large-scale image classification
Christopher D. Manning Information Retrieval, NLP
Jitendra Malik Image segmentation
Geoff Hinton Dropout
Scott Shenker Content-addressable networks
Bernhard Schölkopf PCA Techniques
Judea Pearl Causality Models
Jeffrey Dean Tensorflow
Yoshua Bengio Neural translation

Full List In people-extended

Seminal Papers

Academic papers that strongly influenced the feild of Artificial Intelligence. See Papers-Extended for a larger list of important A.I papers.

Journals

Journal Name SJR Ranking ResearchGate Impact Factor
American Dialectic
Annals of Mathematics and Artificial Intelligence [Springer] 0.891
Applied Communication Research, Journal of
Applied Intelligence [Springer] 1.474
Applied Logic, Journal of
Applied Non-Classical Logics, Journal of
Argumentation
Argumentation & Advocacy; The Journal of the American Forensic Association
Argument & Computation, Journal of
Argumentation in Context, Journal of
Artificial Intelligence 3.263 (Rank 10)
Artificial Intelligence and Law [Springer] 0.48
Artificial Intelligence and Society [Springer] 0.179
Artificial Intelligence Review [Springer] 1.161
Artificial Intelligence Research, Journal of (JAIR) 1.725
Artificial Intelligence Tools, International Journal of
Association for Computing Machinery, Journal of 4.574 (Rank 7)
Autonomous Agents and Multi-Agent Systems [Springer] 1.525
Automated Reasoning, Journal of 1.526
Cogency, Journal of Reasoning and Argumentation
Communications of the ACM
Computational Intelligence & Neuroscience 0.841
Computers in Human Behavior
Distill.Pub  
E-Learning & Digital Media        
Foundations and Trends in Machine Learning 9.855 (Rank 1)
History and Philosophy of Logic
IEEE Intelligent Systems
Informal Logic
Intelligent Systems, International Journal of
International Review of Research in Open & Distance Learning
Interacting With Computers
Kairos: A Journal of Rhetoric, Technology, & Pedagogy
Knowledge Engineering Review
Knowledge Based Systems
Law, Probability & Risk
Logic, Grammar and Rhetoric, Studies in
Logic and Computation, Journal of
Logique et Analyse
Machine Learning Research, Journal of 2.929
Nous
Philosophical Logic, Journal of
Philosophical Quarterly
Philosophical Review
Philosophy & Rhetoric
Pragmatics, Journal of
Present Tense: A Journal of Rhetoric in Society
Rhetoric Review
Rhetoric Society Quarterly
Rhetorica, A Journal of the History of Rhetoric
Semantics & Pragmatics
Speech, Quarterly Journal of
Symbolic Logic, Journal of
Synthese

Conferences

Workshop Series

Schools And Education

Open-Source Research Utilities

Other Useful Links

License

CC0

To the extent possible under law, Thundergolfer has waived all copyright and related or neighboring rights to this work.

Credits

Credit to Simon Wells for part of this list.

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