Kai-Uwe Kühnberger

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 38

Top Topics

Voronoi Diagram

Algorithmic Aspects

Classroom Teaching

Top Venues

Publications

Viviane Clay, Gordon Pipa, Kai-Uwe Kühnberger, Peter König
Development of Few-Shot Learning Capabilities in Artificial Neural Networks When Learning Through Self-Supervised Interaction. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models. CoRR (2024)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks. xAI (3) (2023)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks. CoRR (2023)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models. ACML (2023)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI. CoRR (2023)
Jonas Schmidt, Kai-Uwe Kühnberger, Dennis Pape, Tobias Pobandt
Detecting Loose Wheel Bolts of a Vehicle Using Accelerometers in the Chassis. IbPRIA (2023)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI. INNS DLIA@IJCNN (2023)
Felix Weber, Ahmed M. H. Abdel-Fattah, Kai-Uwe Kühnberger
Searching for Types of Goals in a Conceptual Space of Goal Characteristics (short paper). JOWO (2022)
Lucas Bechberger, Kai-Uwe Kühnberger
Grounding Psychological Shape Space in Convolutional Neural Networks. SEFM Workshops (2021)
Lucas Bechberger, Kai-Uwe Kühnberger
Formal ways for measuring relations between concepts in conceptual spaces†. Expert Syst. J. Knowl. Eng. 38 (7) (2021)
Viviane Clay, Peter König, Gordon Pipa, Kai-Uwe Kühnberger
Fast Concept Mapping: The Emergence of Human Abilities in Artificial Neural Networks when Learning Embodied and Self-Supervised. CoRR (2021)
Lucas Bechberger, Kai-Uwe Kühnberger
Grounding Psychological Shape Space in Convolutional Neural Networks. CoRR (2021)
Viviane Clay, Peter König, Kai-Uwe Kühnberger, Gordon Pipa
Learning sparse and meaningful representations through embodiment. Neural Networks 134 (2021)
Lucas Bechberger, Kai-Uwe Kühnberger
Generalizing Psychological Similarity Spaces to Unseen Stimuli. CoRR (2019)
Renato Garita Figueiredo, Kai-Uwe Kühnberger, Gordon Pipa, Tobias Thelen
Combining Deep Learning and (Structural) Feature-Based Classification Methods for Copyright-Protected PDF Documents. ICANN (4) (2019)
Leonid Berov, Kai-Uwe Kühnberger
An Evaluation of Perceived Personality in Fictional Characters Generated by Affective Simulation. ICCC (2018)
Manfred Eppe, Ewen Maclean, Roberto Confalonieri, Oliver Kutz, Marco Schorlemmer, Enric Plaza, Kai-Uwe Kühnberger
A computational framework for conceptual blending. Artif. Intell. 256 (2018)
Lucas Bechberger, Kai-Uwe Kühnberger
Formalized Conceptual Spaces with a Geometric Representation of Correlations. CoRR (2018)
Lucas Bechberger, Kai-Uwe Kühnberger
Formal Ways for Measuring Relations between Concepts in Conceptual Spaces. CoRR (2018)
Lucas Bechberger, Kai-Uwe Kühnberger
A General-Purpose Implementation of Conceptual Spaces. CoRR (2017)
Lucas Bechberger, Kai-Uwe Kühnberger
Towards Grounding Conceptual Spaces in Neural Representations. NeSy (2017)
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
Theory blending: extended algorithmic aspects and examples. Ann. Math. Artif. Intell. 80 (1) (2017)
Tarek R. Besold, Kai-Uwe Kühnberger, Enric Plaza
Towards a computational- and algorithmic-level account of concept blending using analogies and amalgams. Connect. Sci. 29 (4) (2017)
Lucas Bechberger, Kai-Uwe Kühnberger
A Thorough Formalization of Conceptual Spaces. KI (2017)
Lucas Bechberger, Kai-Uwe Kühnberger
Towards Grounding Conceptual Spaces in Neural Representations. CoRR (2017)
Lucas Bechberger, Kai-Uwe Kühnberger
A Comprehensive Implementation of Conceptual Spaces. AIC (2017)
Lucas Bechberger, Kai-Uwe Kühnberger
Measuring Relations Between Concepts in Conceptual Spaces. SGAI Conf. (2017)
Lucas Bechberger, Kai-Uwe Kühnberger
A Thorough Formalization of Conceptual Spaces. CoRR (2017)
Lucas Bechberger, Kai-Uwe Kühnberger
Measuring Relations Between Concepts In Conceptual Spaces. CoRR (2017)
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
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation. CoRR (2017)
Nico Potyka, Danny Gómez-Ramírez, Kai-Uwe Kühnberger
Towards a Computational Framework for Function-Driven Concept Invention. AGI (2016)
Leonid Berov, Kai-Uwe Kühnberger
Visual Hallucination For Computational Creation. ICCC (2016)
Ahmed M. H. Abdel-Fattah, Wael Zakaria, Nashwa Abdelghaffar, Nohayr Abdelmoneim, Stefan Schneider, Kai-Uwe Kühnberger
A Preliminary Assessment of the Role of Conceptual Salience in Automatic Sketching. AIC (2016)
Manfred Eppe, Roberto Confalonieri, Ewen Maclean, Maximos A. Kaliakatsos-Papakostas, Emilios Cambouropoulos, W. Marco Schorlemmer, Mihai Codescu, Kai-Uwe Kühnberger
Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending. IJCAI (2015)
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
Neural-Symbolic Learning and Reasoning: Contributions and Challenges. AAAI Spring Symposia (2015)
Tarek Richard Besold, Kai-Uwe Kühnberger, Tony Veale
Editorial: Computational Creativity, Concept Invention, and General Intelligence. J. Artif. Gen. Intell. 6 (1) (2015)
Tarek Richard Besold, Kai-Uwe Kühnberger, Artur S. d'Avila Garcez, Alessandro Saffiotti, Martin H. Fischer, Alan Bundy
Anchoring Knowledge in Interaction: Towards a Harmonic Subsymbolic/Symbolic Framework and Architecture of Computational Cognition. AGI (2015)
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
Algorithmic Aspects of Theory Blending. AISC (2014)
Marco Schorlemmer, Alan Smaill, Kai-Uwe Kühnberger, Oliver Kutz, Simon Colton, Emilios Cambouropoulos, Alison Pease
COINVENT: Towards a Computational Concept Invention Theory. ICCC (2014)
Tarek Richard Besold, Kai-Uwe Kühnberger
Applying AI for Modeling and Understanding Analogy-Based Classroom Teaching Tools and Techniques. KI (2014)
Ulf Krumnack, Angela Schwering, Kai-Uwe Kühnberger, Helmar Gust, Ahmed M. H. Abdel-Fattah, Tarek R. Besold, Martin Schmidt, Stefan Schneider
Sketch Learning by Analogy. SHAPES (2013)
Ahmed M. H. Abdel-Fattah, Ulf Krumnack, Kai-Uwe Kühnberger
Utilizing Cognitive Mechanisms in the Analysis of Counterfactual Conditionals by AGI Systems. AGI (2013)
Kai-Uwe Kühnberger, Sebastian Rudolph, Pei Wang
Report on the Sixth Conference on Artificial General Intelligence. AI Mag. 34 (4) (2013)
Stefan Schneider, Ulf Krumnack, Kai-Uwe Kühnberger
Dynamic Assembly of Figures in Visuospatial Reasoning. SHAPES (2013)
Dedre Gentner, Frank van Harmelen, Pascal Hitzler, Krzysztof Janowicz, Kai-Uwe Kühnberger
Cognitive Approaches for the Semantic Web (Dagstuhl Seminar 12221). Dagstuhl Reports 2 (5) (2012)
Ahmed M. H. Abdel-Fattah, Tarek Richard Besold, Helmar Gust, Ulf Krumnack, Martin Schmidt, Kai-Uwe Kühnberger, Pei Wang
Rationality-Guided AGI as Cognitive Systems. CogSci (2012)
Ahmed M. H. Abdel-Fattah, Tarek R. Besold, Kai-Uwe Kühnberger
Creativity, Cognitive Mechanisms, and Logic. AGI (2012)
Tarek Richard Besold, Kai-Uwe Kühnberger
E Pluribus Multa In Unum: The Rationality Multiverse. CogSci (2012)
Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Ulf Krumnack
Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection. KI (2011)
Maricarmen Martínez, Tarek R. Besold, Ahmed Mohammed Hassan Abdel-Fattah, Kai-Uwe Kühnberger, Helmar Gust, Martin Schmidt, Ulf Krumnack
Towards a Domain-Independent Computational Framework for Theory Blending. AAAI Fall Symposium: Advances in Cognitive Systems (2011)
Helmar Gust, Ulf Krumnack, Maricarmen Martínez, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Kai-Uwe Kühnberger
Rationality and General Intelligence. AGI (2011)
Markus Guhe, Alison Pease, Alan Smaill, Maricarmen Martínez, Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Ulf Krumnack
A computational account of conceptual blending in basic mathematics. Cogn. Syst. Res. 12 (3-4) (2011)
Konstantin Todorov, Peter Geibel, Kai-Uwe Kühnberger
Mining Concept Similarities for Heterogeneous Ontologies. ICDM (2010)
Konstantin Todorov, Peter Geibel, Kai-Uwe Kühnberger
Extensional Ontology Matching with Variable Selection for Support Vector Machines. CISIS (2010)
Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust
Syntactic principles of heuristic-driven theory projection. Cogn. Syst. Res. 10 (3) (2009)
Angela Schwering, Kai-Uwe Kühnberger, Ulf Krumnack, Helmar Gust
Spatial Cognition of Geometric Figures in the Context of Proportional Analogies. COSIT (2009)
Angela Schwering, Kai-Uwe Kühnberger, Boicho N. Kokinov
Analogies - Integrating Cognitive Abilities. Cogn. Syst. Res. 10 (3) (2009)
Kai-Uwe Kühnberger, Pascal Hitzler
Facets of Artificial General Intelligence. Künstliche Intell. 23 (2) (2009)
Angela Schwering, Kai-Uwe Kühnberger, Ulf Krumnack, Helmar Gust, Tonio Wandmacher, Bipin Indurkhya, Amitash Ojha
A Computational Model for Visual Metaphors. Interpreting Creative Visual Advertisements. ICAART (2009)
Kai-Uwe Kühnberger
Modeling Reasoning Mechanisms by Neural-Symbolic Learning. NeSy (2008)
Kai-Uwe Kühnberger, Peter Geibel, Helmar Gust, Ulf Krumnack, Ekaterina Ovchinnikova, Angela Schwering, Tonio Wandmacher
Learning from Inconsistencies in an Integrated Cognitive Architecture. AGI (2008)
Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger, Angela Schwering
The Re-Representation Problem in a Logic-Based Framework for Analogy Making. AAAI (2008)
Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust
Analogy as Integrating Framework for Human-Level Reasoning. AGI (2008)
Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering
Analogical Reasoning: A Core of Cognition. Künstliche Intell. 22 (1) (2008)
Kai-Uwe Kühnberger, Helmar Gust, Peter Geibel
Perspectives of Neuro--Symbolic Integration -- Extended Abstract --. Recurrent Neural Networks (2008)
Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger, Angela Schwering
Re-representation in a Logic-Based Model for Analogy Making. Australasian Conference on Artificial Intelligence (2008)
Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering
Human-Level Intelligence. Künstliche Intell. 22 (1) (2008)
Peter Geibel, Olga Pustylnikov, Alexander Mehler, Helmar Gust, Kai-Uwe Kühnberger
Classification of Documents Based on the Structure of Their DOM Trees. ICONIP (2) (2007)
Kai-Uwe Kühnberger, Tonio Wandmacher, Angela Schwering, Ekaterina Ovchinnikova, Ulf Krumnack, Helmar Gust, Peter Geibel
Modeling Human-Level Intelligence by Integrated Cognition in a Hybrid Architecture. FAInt (2007)
Peter Geibel, Ulf Krumnack, Olga Pustylnikov, Alexander Mehler, Helmar Gust, Kai-Uwe Kühnberger
Structure-Sensitive Learning of Text Types. Australian Conference on Artificial Intelligence (2007)
Ekaterina Ovchinnikova, Kai-Uwe Kühnberger
Automatic Ontology Extension: Resolving Inconsistencies. LDV Forum 22 (2) (2007)
Ulf Krumnack, Angela Schwering, Helmar Gust, Kai-Uwe Kühnberger
Restricted Higher-Order Anti-Unification for Analogy Making. Australian Conference on Artificial Intelligence (2007)
Kai-Uwe Kühnberger
CogSci/ICCS 2006. Künstliche Intell. 21 (4) (2007)
Helmar Gust, Kai-Uwe Kühnberger, Peter Geibel
Learning and Memorizing Models of Logical Theories in a Hybrid Learning Device. ICONIP (2) (2007)
Kai-Uwe Kühnberger, Tonio Wandmacher, Angela Schwering, Ekaterina Ovchinnikova, Ulf Krumnack, Helmar Gust, Peter Geibel
I-Cog: A Computational Framework for Integrated Cognition of Higher Cognitive Abilities. MICAI (2007)
Peter Geibel, Helmar Gust, Kai-Uwe Kühnberger
Variants of Tree Kernels for XML Documents. MICAI (2007)
Ekaterina Ovchinnikova, Tonio Wandmacher, Kai-Uwe Kühnberger
Solving Terminological Inconsistency Problems in Ontology Design. Int. J. Interoperability Bus. Inf. Syst. 4 (2007)
Ekaterina Ovchinnikova, Kai-Uwe Kühnberger
-TBox for Extending Terminological Knowledge. Australian Conference on Artificial Intelligence (2006)
Helmar Gust, Kai-Uwe Kühnberger, Ute Schmid
Metaphors and heuristic-driven theory projection (HDTP). Theor. Comput. Sci. 354 (1) (2006)
Helmar Gust, Kai-Uwe Kühnberger
The Relevance of Artificial Intelligence for Human Cognition. AAAI Spring Symposium: Between a Rock and a Hard Place: Cognitive Science Principles Meet AI-Hard Problems (2006)
Kai-Uwe Kühnberger, Benedikt Löwe, Michael Möllerfeld, Philip D. Welch
Comparing Inductive and Circular Definitions: Parameters, Complexity and Games. Stud Logica 81 (1) (2005)
Veit Reuer, Kai-Uwe Kühnberger
Feature Constraint Logic and Error Detection in ICALL Systems. LACL (2005)
Helmar Gust, Kai-Uwe Kühnberger, Ute Schmid
Ontological Aspects of Computing Analogies. ICCM (2004)
Helmar Gust, Kai-Uwe Kühnberger
Cloning Composition and Logical Inferences in Neural Networks Using Variable-Free Logic. AAAI Technical Report (3) (2004)