Tarek R. Besold

According to our database, Tarek R. Besold authored at least 63 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

When Your AI Becomes a Target: AI Security Incidents and Best Practices.

Kathrin Grosse, Lukas Bieringer, Tarek R. Besold, Battista Biggio, Alexandre Alahi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Machine Learning Security in Industry: A Quantitative Survey.

Kathrin Grosse, Lukas Bieringer, Tarek R. Besold, Battista Biggio, Katharina Krombholz

IEEE Trans. Inf. Forensics Secur., 2023

Towards more Practical Threat Models in Artificial Intelligence Security.

Kathrin Grosse, Lukas Bieringer, Tarek Richard Besold, Alexandre Alahi

CoRR, 2023

What's Wrong with Gradient-based Complex Query Answering?

Ouns El Harzli, Samy Badreddine, Tarek R. Besold

Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

From the kitchen into the wild: Chances and challenges for data-driven AI in 21st century gastronomy.

Tarek R. Besold

Proceedings of the 39th IEEE International Conference on Data Engineering, ICDE 2023, 2023

2022

Lessons from infant learning for unsupervised machine learning.

Lorijn Zaadnoordijk, Tarek R. Besold, Rhodri Cusack

Nat. Mach. Intell., 2022

"Why do so?" - A Practical Perspective on Machine Learning Security.

Kathrin Grosse, Lukas Bieringer, Tarek Richard Besold, Battista Biggio, Katharina Krombholz

CoRR, 2022

2021

Neural-Symbolic Learning and Reasoning: A Survey and Interpretation.

Tarek R. Besold, Artur S. d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro M. Domingos, Pascal Hitzler, Kai-Uwe Kühnberger, Luís C. Lamb, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha

Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021

A historical perspective of explainable Artificial Intelligence.

Roberto Confalonieri, Ludovik Coba, Benedikt Wagner, Tarek R. Besold

WIREs Data Mining Knowl. Discov., 2021

Feeling Functional: A Formal Account of Artificial Phenomenology.

Tarek R. Besold, Lorijn Zaadnoordijk, David Vernon

J. Artif. Intell. Conscious., 2021

Using ontologies to enhance human understandability of global post-hoc explanations of black-box models.

Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermín Moscoso del Prado Martín

Artif. Intell., 2021

Using Ontologies for Human-understandable Explanations of Black-box Models (Extended Abstract).

Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermín Moscoso del Prado Martín

Proceedings of the Workshop on Data meets Applied Ontologies in Explainable AI (DAO-XAI 2021) part of Bratislava Knowledge September (BAKS 2021), 2021

2020

The Next Big Thing(s) in Unsupervised Machine Learning: Five Lessons from Infant Learning.

Lorijn Zaadnoordijk, Tarek R. Besold, Rhodri Cusack

CoRR, 2020

TREPAN Reloaded: A Knowledge-Driven Approach to Explaining Black-Box Models.

Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermín Moscoso del Prado Martín

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Editorial.

Artur S. d'Avila Garcez, Tarek R. Besold

FLAP, 2019

Computational Creativity Meets Digital Literary Studies (Dagstuhl Seminar 19172).

Tarek Richard Besold, Pablo Gervás, Evelyn Gius, Sarah Schulz

Dagstuhl Reports, 2019

An Ontology-based Approach to Explaining Artificial Neural Networks.

Roberto Confalonieri, Fermín Moscoso del Prado, Sebastia Agramunt, Daniel Malagarriga, Daniele Faggion, Tillman Weyde, Tarek R. Besold

CoRR, 2019

What makes a good explanation? Cognitive dimensions of explaining intelligent machines.

Roberto Confalonieri, Tarek R. Besold, Tillman Weyde, Kathleen Creel, Tania Lombrozo, Shane T. Mueller, Patrick Shafto

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Artificial Phenomenology for Human-Level Artificial Intelligence.

Lorijn Zaadnoordijk, Tarek R. Besold

Proceedings of the Papers of the 2019 Towards Conscious AI Systems Symposium co-located with the Association for the Advancement of Artificial Intelligence 2019 Spring Symposium Series (AAAI SSS-19), 2019

2018

Ultra-Strong Machine Learning: comprehensibility of programs learned with ILP.

Stephen H. Muggleton, Ute Schmid, Christina Zeller, Alireza Tamaddoni-Nezhad, Tarek R. Besold

Mach. Learn., 2018

Normative and descriptive rationality: from nature to artifice and back.

Tarek Richard Besold, Sara L. Uckelman

J. Exp. Theor. Artif. Intell., 2018

The What, the Why, and the How of Artificial Explanations in Automated Decision-Making.

Tarek R. Besold, Sara L. Uckelman

CoRR, 2018

Learning Łukasiewicz logic.

Frederik Harder, Tarek R. Besold

Cogn. Syst. Res., 2018

The Relationship Between Conceptual Blending and Analogical Reasoning.

Tarek R. Besold

Proceedings of the Concept Invention, 2018

Enabling Technologies for Concept Invention.

Roberto Confalonieri, Tarek R. Besold, Mihai Codescu, Manfred Eppe

Proceedings of the Concept Invention, 2018

2017

Reasoning in Non-probabilistic Uncertainty: Logic Programming and Neural-Symbolic Computing as Examples.

Tarek R. Besold, Artur S. d'Avila Garcez, Keith Stenning, Leendert W. N. van der Torre, Michiel van Lambalgen

Minds Mach., 2017

Towards Efficiently Implementing Dodgson's Formally Intractable Voting Rule.

Arne Recknagel, Tarek R. Besold

Künstliche Intell., 2017

Human-Like Neural-Symbolic Computing (Dagstuhl Seminar 17192).

Tarek R. Besold, Artur S. d'Avila Garcez, Luís C. Lamb

Dagstuhl Reports, 2017

Neural-Symbolic Learning and Reasoning: A Survey and Interpretation.

Tarek R. Besold, Artur S. d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro M. Domingos, Pascal Hitzler, Kai-Uwe Kühnberger, Luís C. Lamb, Daniel Lowd, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha

CoRR, 2017

Towards a computational- and algorithmic-level account of concept blending using analogies and amalgams.

Tarek R. Besold, Kai-Uwe Kühnberger, Enric Plaza

Connect. Sci., 2017

Theory blending: extended algorithmic aspects and examples.

Maricarmen Martínez, Ahmed M. H. Abdel-Fattah, Ulf Krumnack, Danny Gómez-Ramírez, Alan Smaill, Tarek Richard Besold, Alison Pease, Martin Schmidt, Markus Guhe, Kai-Uwe Kühnberger

Ann. Math. Artif. Intell., 2017

What Does Explainable AI Really Mean? A New Conceptualization of Perspectives.

Derek Doran, Sarah Schulz, Tarek R. Besold

Proceedings of the First International Workshop on Comprehensibility and Explanation in AI and ML 2017 co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017

2016

On Cognitive Aspects of Human-Level Artificial Intelligence.

Tarek R. Besold

Künstliche Intell., 2016

How Does Predicate Invention Affect Human Comprehensibility?

Ute Schmid, Christina Zeller, Tarek R. Besold, Alireza Tamaddoni-Nezhad, Stephen H. Muggleton

Proceedings of the Inductive Logic Programming - 26th International Conference, 2016

An Approach to Supervised Learning of Three-Valued Łukasiewicz Logic in Hölldobler's Core Method.

Frederik Harder, Tarek Richard Besold

Proceedings of the 4th International Workshop on Artificial Intelligence and Cognition co-located with the Joint Multi-Conference on Human-Level Artificial Intelligence (HLAI 2016), 2016

2015

Can Machine Intelligence be Measured in the Same Way as Human intelligence?

Tarek R. Besold, José Hernández-Orallo, Ute Schmid

Künstliche Intell., 2015

Editorial: Computational Creativity, Concept Invention, and General Intelligence.

Tarek Richard Besold, Kai-Uwe Kühnberger, Tony Veale

J. Artif. Gen. Intell., 2015

Efficient Dodgson-Score Calculation Using Heuristics and Parallel Computing.

Arne Recknagel, Tarek Richard Besold

CoRR, 2015

Generalize and Blend: Concept Blending Based on Generalization, Analogy, and Amalgams.

Tarek Richard Besold, Enric Plaza

Proceedings of the Sixth International Conference on Computational Creativity, 2015

Anchoring Knowledge in Interaction: Towards a Harmonic Subsymbolic/Symbolic Framework and Architecture of Computational Cognition.

Tarek Richard Besold, Kai-Uwe Kühnberger, Artur S. d'Avila Garcez, Alessandro Saffiotti, Martin H. Fischer, Alan Bundy

Proceedings of the Artificial General Intelligence, 2015

Neural-Symbolic Learning and Reasoning: Contributions and Challenges.

Artur S. d'Avila Garcez, Tarek R. Besold, Luc De Raedt, Peter Földiák, Pascal Hitzler, Thomas Icard, Kai-Uwe Kühnberger, Luís C. Lamb, Risto Miikkulainen, Daniel L. Silver

Proceedings of the 2015 AAAI Spring Symposia, 2015

2014

On cognitive aspects of human-level artificial intelligence.

Tarek Richard Besold

PhD thesis, 2014

Applying AI for Modeling and Understanding Analogy-Based Classroom Teaching Tools and Techniques.

Tarek Richard Besold, Kai-Uwe Kühnberger

Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014

A Note on Chances and Limitations of Psychometric AI.

Tarek Richard Besold

Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014

Algorithmic Aspects of Theory Blending.

Maricarmen Martínez, Ulf Krumnack, Alan Smaill, Tarek Richard Besold, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Markus Guhe, Alison Pease

Proceedings of the Artificial Intelligence and Symbolic Computation, 2014

Sensorimotor Analogies in Learning Abstract Skills and Knowledge: Modeling Analogy-Supported Education in Mathematics and Physics.

Tarek Richard Besold

Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2013

Sketch Learning by Analogy.

Ulf Krumnack, Angela Schwering, Kai-Uwe Kühnberger, Helmar Gust, Ahmed M. H. Abdel-Fattah, Tarek R. Besold, Martin Schmidt, Stefan Schneider

Proceedings of the Second Interdisciplinary Workshop The Shape of Things, 2013

When Thinking Never Comes to a Halt: Using Formal Methods in Making Sure Your AI Gets the Job Done Good Enough.

Tarek R. Besold, Robert Robere

Proceedings of the Fundamental Issues of Artificial Intelligence, 2013

Rationality in Context: An Analogical Perspective.

Tarek Richard Besold

Proceedings of the Modeling and Using Context, 2013

Analogy and Arithmetics: An HDTP-Based Model of the Calculation Circular Staircase.

Tarek Richard Besold, Alison Pease, Martin Schmidt

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

A Note on Tractability and Artificial Intelligence.

Tarek Richard Besold, Robert Robere

Proceedings of the Artificial General Intelligence - 6th International Conference, 2013

When Almost Is Not Even Close: Remarks on the Approximability of HDTP.

Tarek Richard Besold, Robert Robere

Proceedings of the Artificial General Intelligence - 6th International Conference, 2013

Human-Level Artificial Intelligence Must Be a Science.

Tarek Richard Besold

Proceedings of the Artificial General Intelligence - 6th International Conference, 2013

Analogy Engines in Classroom Teaching: Modeling the String Circuit Analogy.

Tarek Richard Besold

Proceedings of the Creativity and (Early) Cognitive Development: A Perspective from Artificial Creativity, 2013

2012

E Pluribus Multa In Unum: The Rationality Multiverse.

Tarek Richard Besold, Kai-Uwe Kühnberger

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Rationality-Guided AGI as Cognitive Systems.

Ahmed M. H. Abdel-Fattah, Tarek Richard Besold, Helmar Gust, Ulf Krumnack, Martin Schmidt, Kai-Uwe Kühnberger, Pei Wang

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Complex Analogies: Remarks on the Complexity of HDTP.

Robert Robere, Tarek Richard Besold

Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

Creativity, Cognitive Mechanisms, and Logic.

Ahmed M. H. Abdel-Fattah, Tarek R. Besold, Kai-Uwe Kühnberger

Proceedings of the Artificial General Intelligence - 5th International Conference, 2012

2011

Turing Revisited: A Cognitively-Inspired Decomposition.

Tarek Richard Besold

Proceedings of the Philosophy and Theory of Artificial Intelligence, 2011

Towards a Domain-Independent Computational Framework for Theory Blending.

Maricarmen Martínez, Tarek R. Besold, Ahmed Mohammed Hassan Abdel-Fattah, Kai-Uwe Kühnberger, Helmar Gust, Martin Schmidt, Ulf Krumnack

Proceedings of the Advances in Cognitive Systems, 2011

2010

Theory and Implementation of Multi-Context Systems Containing Logical and Sub-Symbolic Contexts of Reasoning.

Tarek R. Besold

Proceedings of the Informatiktage 2010, 2010

Integrating Logical and Sub-symbolic Contexts of Reasoning.

Tarek R. Besold, Stefan Mandl

Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

A Multi-Context System Computing Modalities.

Tarek Richard Besold, Bernhard Schiemann

Proceedings of the 23rd International Workshop on Description Logics (DL 2010), 2010