Tarek R. Besold

Most-cited papers

Neural-Symbolic Learning and Reasoning: A Survey and Interpretation
Tarek R. Besold, A. S. d'Avila Garcez, Sebastian Bader, H. Bowman +10 more
2017Neuro-Symbolic Artificial Intelligence509 citations
Semantic Scholar
What Does Explainable AI Really Mean? A New Conceptualization of Perspectives
Derek Doran, Sarah Schulz, Tarek R. Besold
2017CEx@AI*IA489 citations
Semantic Scholar
Neural-Symbolic Learning and Reasoning: Contributions and Challenges
A. S. d'Avila Garcez, Tarek R. Besold, L. De Raedt, P. Földiák +6 more
2015AAAI Spring Symposia206 citations
Semantic Scholar
Ultra-Strong Machine Learning – Comprehensibility of Programs Learned with ILP
S. Muggleton, Ute, Schmid, Christina Zeller +3 more
2017108 citations
Semantic Scholar
Computational Creativity Research: Towards Creative Machines
Tarek R. Besold, Marco Schorlemmer, A. Smaill
2014Atlantis Thinking Machines61 citations Open access
Semantic Scholar
How Does Predicate Invention Affect Human Comprehensibility?
Ute Schmid, Christina Zeller, Tarek R. Besold, Alireza Tamaddoni-Nezhad +1 more
2016International Conference on Inductive Logic Programming45 citations Open access
Semantic Scholar
Towards integrated neural–symbolic systems for human-level AI: Two research programs helping to bridge the gaps
Tarek R. Besold, Kai-Uwe Kühnberger
2015Biologically Inspired Cognitive Architectures32 citations Open access
Semantic Scholar
TREPAN Reloaded: A Knowledge-Driven Approach to Explaining Black-Box Models
R. Confalonieri, Tillman Weyde, Tarek R. Besold, F. M. del Prado Martín
2019European Conference on Artificial Intelligence30 citations Open access
Semantic Scholar
Can Machine Intelligence be Measured in the Same Way as Human intelligence?
Tarek R. Besold, J. Hernández-Orallo, Ute Schmid
2015KI - Künstliche Intelligenz30 citations Open access
Semantic Scholar
A match does not make a sense: on the sufficiency of the comparator model for explaining the sense of agency
Lorijn Zaadnoordijk, Tarek R. Besold, S. Hunnius
2019Neuroscience of Consciousness27 citations Open access
Semantic Scholar
A narrative in three acts: Using combinations of image schemas to model events
Tarek R. Besold, Maria M. Hedblom, Oliver Kutz
2017Biologically Inspired Cognitive Architectures26 citations Open access
Semantic Scholar
Generalize and Blend: Concept Blending Based on Generalization, Analogy, and Amalgams
Tarek R. Besold, E. Plaza
2015ICCC26 citations
Semantic Scholar
Reasoning in Non-probabilistic Uncertainty: Logic Programming and Neural-Symbolic Computing as Examples
Tarek R. Besold, A. Garcez, K. Stenning, L. van der Torre +1 more
2017Minds and Machines25 citations Open access
Semantic Scholar
What makes a good explanation? Cognitive dimensions of explaining intelligent machines
R. Confalonieri, Tarek R. Besold, Tillman Weyde, Kathleen A. Creel +3 more
2019Annual Meeting of the Cognitive Science Society24 citations
Semantic Scholar
An Ontology-based Approach to Explaining Artificial Neural Networks
R. Confalonieri, Fermín Moscoso del Prado, S. Agramunt, D. Malagarriga +3 more
2019arXiv.org21 citations
Semantic Scholar
Towards a Domain-Independent Computational Framework for Theory Blending
Maricarmen Martínez, Tarek R. Besold, A. Abdel-Fattah, Kai-Uwe Kuehnberger +3 more
2011AAAI Fall Symposium: Advances in Cognitive Systems21 citations
Semantic Scholar
Algorithmic Aspects of Theory Blending
Maricarmen Martínez, U. Krumnack, A. Smaill, Tarek R. Besold +6 more
2014Artificial Intelligence and Symbolic Computation18 citations Open access
Semantic Scholar
Theory Blending as a Framework for Creativity in Systems for General Intelligence
Maricarmen Martínez, Tarek R. Besold, A. Abdel-Fattah, H. Gust +3 more
201216 citations
Semantic Scholar
Theory blending: extended algorithmic aspects and examples
Maricarmen Martínez, A. Abdel-Fattah, U. Krumnack, D. Gómez-Ramírez +6 more
2016Annals of Mathematics and Artificial Intelligence14 citations Open access
Semantic Scholar
Concept Invention
R. Confalonieri, A. Pease, M. Schorlemmner, Oliver Kutz +3 more
2018Computational Synthesis and Creative Systems13 citations
Semantic Scholar
Creativity, Cognitive Mechanisms, and Logic
A. Abdel-Fattah, Tarek R. Besold, Kai-Uwe Kühnberger
2012Artificial General Intelligence13 citations
Semantic Scholar
The What, the Why, and the How of Artificial Explanations in Automated Decision-Making
Tarek R. Besold, S. Uckelman
2018arXiv.org12 citations
Semantic Scholar
Rationality-Guided AGI as Cognitive Systems
A. Abdel-Fattah, Tarek R. Besold, H. Gust, U. Krumnack +3 more
2012Annual Meeting of the Cognitive Science Society11 citations
Semantic Scholar
An Argument for an Analogical Perspective on Rationality & Decision-Making
Tarek R. Besold, H. Gust, U. Krumnack, A. Abdel-Fattah +2 more
201111 citations
Semantic Scholar
Analogy , Amalgams , and Concept Blending
Tarek R. Besold, Kai-Uwe Kühnberger, E. Plaza
201510 citations
Semantic Scholar
Human-Level Artificial Intelligence Must Be a Science
Tarek R. Besold
2013Artificial General Intelligence10 citations
Semantic Scholar
Normative and descriptive rationality: from nature to artifice and back
Tarek R. Besold, S. Uckelman
2018Journal of experimental and theoretical artificial intelligence (Print)9 citations Open access
Semantic Scholar
On Cognitive Aspects of Human-Level Artificial Intelligence
Tarek R. Besold
2016KI - Künstliche Intelligenz9 citations Open access
Semantic Scholar
Turing Revisited: A Cognitively-Inspired Decomposition
Tarek R. Besold
2011Conference on Philosophy and Theory of Artificial Intelligence9 citations
Semantic Scholar
Towards a computational- and algorithmic-level account of concept blending using analogies and amalgams
Tarek R. Besold, Kai-Uwe Kühnberger, E. Plaza
2017Connection science8 citations Open access
Semantic Scholar
A Note on Chances and Limitations of Psychometric AI
Tarek R. Besold
2014Deutsche Jahrestagung für Künstliche Intelligenz8 citations
Semantic Scholar
Why Generality Is Key to Human-Level Artificial Intelligence
Tarek R. Besold
20167 citations
Semantic Scholar
Anchoring Knowledge in Interaction: Towards a Harmonic Subsymbolic/Symbolic Framework and Architecture of Computational Cognition
Tarek R. Besold, Kai-Uwe Kühnberger, A. S. d'Avila Garcez, A. Saffiotti +2 more
2015Artificial General Intelligence7 citations Open access
Semantic Scholar
Rationality {in|for|through} AI
Tarek R. Besold
20137 citations
Semantic Scholar
E Pluribus Multa In Unum: The Rationality Multiverse
Tarek R. Besold, Kai-Uwe Kühnberger
2012Annual Meeting of the Cognitive Science Society7 citations
Semantic Scholar
Complex Analogies: Remarks on the Complexity of HDTP
Robert Robere, Tarek R. Besold
2012Australasian Conference on Artificial Intelligence7 citations
Semantic Scholar
Artificial Phenomenology for Human-Level Artificial Intelligence
Lorijn Zaadnoordijk, Tarek R. Besold
2019AAAI Spring Symposium: Towards Conscious AI Systems6 citations
Semantic Scholar
Sensorimotor Analogies in Learning Abstract Skills and Knowledge: Modeling Analogy-Supported Education in Mathematics and Physics
Tarek R. Besold
2014AAAI Fall Symposia6 citations
Semantic Scholar
Analogy Engines in Classroom Teaching: Modeling the String Circuit Analogy
Tarek R. Besold
2013AAAI Spring Symposium: Creativity and Cognitive Development6 citations
Semantic Scholar
Integrating Logical and Sub-symbolic Contexts of Reasoning
Tarek R. Besold, Stefan Mandl
2010International Conference on Agents and Artificial Intelligence6 citations Open access
Semantic Scholar
Editorial: Representation in the Brain
Asim Roy, L. Perlovsky, Tarek R. Besold, J. Weng +1 more
2018Frontiers in Psychology5 citations Open access
Semantic Scholar
Neural-symbolic networks for cognitive capacities
Tarek R. Besold, A. S. d'Avila Garcez, Kai-Uwe Kühnberger, T. Stewart
2014Biologically Inspired Cognitive Architectures5 citations
Semantic Scholar
When Almost Is Not Even Close: Remarks on the Approximability of HDTP
Tarek R. Besold, Robert Robere
2013Artificial General Intelligence5 citations
Semantic Scholar
The Next Big Thing(s) in Unsupervised Machine Learning: Five Lessons from Infant Learning
Lorijn Zaadnoordijk, Tarek R. Besold, R. Cusack
2020arXiv.org4 citations
Semantic Scholar
Human-Like Neural-Symbolic Computing (Dagstuhl Seminar 17192)
Tarek R. Besold, A. S. d'Avila Garcez, L. Lamb
2017Dagstuhl Reports4 citations
Semantic Scholar
Analogy and Arithmetics: An HDTP-Based Model of the Calculation Circular Staircase
Tarek R. Besold, A. Pease, Martin Schmidt
2013Annual Meeting of the Cognitive Science Society4 citations
Semantic Scholar
Learning Łukasiewicz logic
Frederik Harder, Tarek R. Besold
2018Cognitive Systems Research3 citations Open access
Semantic Scholar
On Cognitive Aspects of Human-Level Artificial Intelligence
Tarek R. Besold
2016KI - Künstliche Intelligenz3 citations Open access
Semantic Scholar
Rationality in Context: An Analogical Perspective
Tarek R. Besold
2013Context3 citations
Semantic Scholar
Rationality Through Analogy - Towards a Positive Theory and Implementation of Human-Style Rationality
Tarek R. Besold, Martin Schmidt, H. Gust, U. Krumnack +2 more
20123 citations
Semantic Scholar