Claes Strannegård

Professor at Data Science and AI

Contact Details

Publications (38)
Projects (0)

Showing 38 publications

2024

AI Tool for Exploring How Economic Activities Impact Local Ecosystems

Claes Strannegård, Niklas Engsner, Rasmus Lindgren et al

Lecture Notes in Networks and Systems. Vol. 825, p. 690-709

Paper in proceeding

2023

Improved Spectral Norm Regularization for Neural Networks

Anton Johansson, Niklas Engsner, Claes Strannegård et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 13890 LNCS, p. 181-201

Paper in proceeding

2022

Exact spectral norm regularization for neural networks

Anton Johansson, Niklas Engsner, Claes Strannegård et al

Preprint

2022

Slope and Generalization Properties of Neural Networks

Anton Johansson, Niklas Engsner, Claes Strannegård et al

34th Workshop of the Swedish Artificial Intelligence Society, SAIS 2022

Paper in proceeding

2022

Ecosystem Models Based on Artificial Intelligence

Claes Strannegård, Niklas Engsner, Jesper Eisfeldt et al

34th Workshop of the Swedish Artificial Intelligence Society, SAIS 2022

Paper in proceeding

2022

The Ecosystem Path to AGI

Claes Strannegård, Niklas Engsner, Pietro Ferrari et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 13154 LNAI, p. 269-278

Paper in proceeding

2021

The Ecosystem Path to General AI

Claes Strannegård, Niklas Engsner, Pietro Ferrari et al

Preprint

2020

Combining Evolution and Learning in Computational Ecosystems

Claes Strannegård, Wen Xu, Niklas Engsner et al

Journal of Artificial Intelligence. Vol. 11 (1), p. 1-37

Journal article

2019

Basic language learning in artificial animals

Louise Johannesson, Martin Nilsson, Claes Strannegård

Advances in Intelligent Systems and Computing, p. 155-161

Paper in proceeding

2019

Exploration strategies for homeostatic agents

Patrick Andersson, Anton Strandman, Claes Strannegård

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11654 LNAI, p. 178-187

Paper in proceeding

2019

Lifelong learning starting from zero

Claes Strannegård, Herman Carlström, Niklas Engsner et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11654 LNAI, p. 188-197

Paper in proceeding

2018

Learning and decision-making in artificial animals

Claes Strannegård, Nils Lars Svangård, David Lindström et al

Journal of Artificial General Intelligence. Vol. 9 (1), p. 55-82

Journal article

2018

Efficient concept formation in large state spaces

Fredrik Mäkeläinen, Hampus Torén, Claes Strannegård

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 10999, p. 140-150

Paper in proceeding

2018

Evolution and learning in artificial ecosystems

Claes Strannegård, Wen Xu, Niklas Engsner et al

In Proceedings of IJCAI-18 Workshop on Architectures for Generality and Autonomy, 2018

Paper in proceeding

2017

Generic animats

Claes Strannegård, N. Svangård, J. Bach et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 10414, p. 23-32

Paper in proceeding

2017

A New AI Evaluation Cosmos: Ready to Play the Game?

J. Hernandez-Orallo, M. Baroni, J. Bieger et al

AI Magazine. Vol. 38 (3), p. 66-69

Journal article

2016

Learning and Reasoning in Unknown Domains

Claes Strannegård, Abdul Rahim Nizamani, Jonas Juel et al

Journal of Artificial General Intelligence. Vol. 7 (1), p. 104-127

Journal article

2016

Integrating Symbolic and Sub-symbolic Reasoning

Claes Strannegård, Abdul Rahim Nizamani

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 9782, p. 171-180

Paper in proceeding

2016

Integrating Axiomatic and Analogical Reasoning

Claes Strannegård, Abdul Rahim Nizamani, Ulf Persson

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 9782, p. 181-191

Paper in proceeding

2015

Bounded Cognitive Resources and Arbitrary Domains

Abdul Rahim Nizamani, Jonas Juel, Ulf Persson et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 9205, p. 166-176

Paper in proceeding

2015

Emotional Concept Development

Claes Strannegård, Simone Cirillo, Johan Wessberg

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 9205, p. 362-372

Paper in proceeding

2014

Symbolic Reasoning with Bounded Cognitive Resources

Claes Strannegård, Abdul Rahim Nizamani, Fredrik Engström et al

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, CogSci 2014

Paper in proceeding

2014

Learning Propositional Logic From Scratch

Abdul Rahim Nizamani, Claes Strannegård

The 28th Annual Workshop of the Swedish Artificial Intelligence Society (SAIS). May 22-23, 2014, Stockholm

Paper in proceeding

2014

Generating Comprehensible Explanations in Description Logic

Fredrik Engström, Abdul Rahim Nizamani, Claes Strannegård

CEUR Workshop Proceedings. Vol. 1193, p. 530-542

Paper in proceeding

2014

A General System for Learning and Reasoning in Symbolic Domains

Claes Strannegård, Abdul Rahim Nizamani, Ulf Persson

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 8598, p. 174-185

Paper in proceeding

2013

An Anthropomorphic Method for Number Sequence Problems

Claes Strannegård, Mehrdad Amirghasemi, Simon Ulfsbäcker

Cognitive Systems Research. Vol. 22-23, p. 27-34

Journal article

2013

Bounded Kolmogorov Complexity Based on Cognitive Models

Claes Strannegård, Abdul Rahim Nizamani, Sjöberg Anders et al

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering. Vol. 7999, p. 130-139

Paper in proceeding

2013

Reasoning about truth in first-order logic

Claes Strannegård, Fredrik Engström, Abdul Rahim Nizamani et al

Journal of Logic, Language and Information. Vol. 22 (1), p. 115-137

Journal article

2013

An Anthropomorphic Method for Progressive Matrix Problems

Claes Strannegård, Simone Cirillo, Victor Ström

Cognitive Systems Research. Vol. 22-23, p. 35-46

Journal article

2013

A Cognitive Architecture Based on Dual Process Theory

Claes Strannegård, Rickard von Haugwitz, Johan Wessberg et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7999, p. 140-149

Paper in proceeding

2012

Transparent Neural Networks: Integrating Concept Formation and Reasoning

Claes Strannegård, Olle Häggström, Johan Wessberg et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7716, p. 302-311

Paper in proceeding

2010

Reasoning Processes in Propositional Logic

Claes Strannegård, Simon Ulfsbäcker, David Hedqvist et al

Journal of Logic, Language and Information. Vol. 19 (3), p. 283--314-314

Journal article

2007

Proving First-Order Sentences with Bounded Cognitive Resources

Claes Strannegård

Philosophical Communications, Department of Philosophy, Gothenburg University (39)

Journal article

2007

Synaps – a Modular Online Personal Digital Assistant System for Hospitals

Claes Strannegård, Olof Torgersson, Bengt Persson

2nd Conference on Human Factors Engineering in Health Informatics, 7-8 June 2007, Århus, Denmark (No. 67621)

Conference poster

2006

A Proof System for Modeling Reasoning Processes in Propositional Logic

Claes Strannegård

Bulletin of Symbolic Logic. Vol. 12 (5), p. 347-

Paper in proceeding

2006

Goal-Driven Reasoning in First-Order Logic

Claes Strannegård

Philosophical Communications, Department of Philosophy, Gothenburg University (35)

Journal article

2005

Anthropomorphic Artificial Intelligence

Claes Strannegård

Philosophical Communications, Department of Philosophy, Gothenburg University (33)

Journal article

1999

Interpretability over Peano Arithmetic

Claes Strannegård

Journal of Symbolic Logic. Vol. 64 (4), p. 1407--1425-

Journal article

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