Demoseite TORE-Plugin

2023

• Detecting Loose Wheel Bolts of a Vehicle Using Accelerometers in the Chassis
  Schmidt, Jonas; Kühnberger, Kai-Uwe; Pape, Dennis; Pobandt, Tobias
  10.1007/978-3-031-36616-1_53
• Opening theBlack Box: Analyzing Attention Weights andHidden States inPre-trained Language Models forNon-language Tasks
  Ballout, Mohamad; Krumnack, Ulf; Heidemann, Gunther; Kühnberger, Kai-Uwe
  10.1007/978-3-031-44070-0_1
• Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI
  Ballout, Mohamad; Krumnack, Ulf; Heidemann, Gunther; Kühnberger, Kai-Uwe
  10.1016/j.procs.2023.08.147
• Development of Few-Shot Learning Capabilities in Artificial Neural Networks When Learning Through Self-Supervised Interaction
  Clay, Viviane; Pipa, Gordon; Kuhnberger, Kai-Uwe; Konig, Peter
  10.1109/TPAMI.2023.3323040

2021

• Formal ways for measuring relations between concepts in conceptual spaces(dagger)
  Bechberger, Lucas; Kuehnberger, Kai-Uwe
  10.1111/exsy.12348
• Learning sparse and meaningful representations through embodiment
  Clay, Viviane; Koenig, Peter; Kuehnberger, Kai-Uwe; Pipa, Gordon
  10.1016/j.neunet.2020.11.004
• Generalizing Psychological Similarity Spaces to Unseen Stimuli: Combining Multidimensional Scaling with Artificial Neural Networks
  Bechberger, L.; Kühnberger, K.-U.
  10.1007/978-3-030-69823-2_2
• Chapter 1. Neural-Symbolic Learning and Reasoning: A Survey and Interpretation1
  Besold, Tarek R.; d’Avila Garcez, Artur; Bader, Sebastian; Bowman, Howard; Domingos, Pedro; Hitzler, Pascal; Kühnberger, Kai-Uwe; Lamb, Luis C.; Lima, Priscila Machado Vieira; de Penning, Leo; Pinkas, Gadi; Poon, Hoifung; Zaverucha, Gerson
  10.3233/faia210348
• Grounding Psychological Shape Space in Convolutional Neural Networks
  Bechberger, Lucas; Kühnberger, Kai-Uwe
  
• Formal ways for measuring relations between concepts in conceptual spaces
  Bechberger, Lucas; Kühnberger, Kai-Uwe
  10.1111/exsy.12348
• Fast Concept Mapping: The Emergence of Human Abilities in Artificial Neural Networks when Learning Embodied and Self-Supervised
  Clay, Viviane; König, Peter; Pipa, Gordon; Kühnberger, Kai-Uwe
  

2019

• Formalized Conceptual Spaces with a Geometric Representation of Correlations
  Bechberger, L.; Kühnberger, K.-U.
  10.1007/978-3-030-12800-5_3
• Combining Deep Learning and (Structural) Feature-Based Classification Methods for Copyright-Protected PDF Documents
  Garita Figueiredo, R.; Kühnberger, K.-U.; Pipa, G.; Thelen, T.
  10.1007/978-3-030-30490-4_7

2018

• A computational framework for conceptual blending
  Eppe, Manfred; Maclean, Ewen; Confalonieri, Roberto; Kutz, Oliver; Schorlemmer, Marco; Plaza, Enric; Kuehnberger, Kai-Uwe
  10.1016/j.artint.2017.11.005
• An evaluation of perceived personality in fictional characters generated by affective simulation
  Berov, L.; Kühnberger, K.-U.
  
• A comprehensive implementation of conceptual spaces
  Bechberger, L.; Kühnberger, K.-U.
  
• Formal Ways for Measuring Relations between Concepts in Conceptual Spaces
  Bechberger, Lucas; Kühnberger, Kai-Uwe
  10.1111/exsy.12348

2017

• Towards a computational- and algorithmic-level account of concept blending using analogies and amalgams
  Besold, Tarek R.; Kuehnberger, Kai-Uwe; Plaza, Enric
  10.1080/09540091.2017.1326463
• Theory blending: extended algorithmic aspects and examples
  Martinez, M.; Abdel-Fattah, A. M. H.; Krumnack, U.; Gomez-Ramirez, D.; Smaill, A.; Besold, T. R.; Pease, A.; Schmidt, M.; Guhe, M.; Kuehnberger, K. -U.
  10.1007/s10472-016-9505-y
• Measuring relations between concepts in conceptual spaces
  Bechberger, L.; Kühnberger, K.-U.
  10.1007/978-3-319-71078-5_7
• Towards grounding conceptual spaces in neural representations
  Bechberger, L.; Kühnberger, K.-U.
  
• A Thorough Formalization of Conceptual Spaces
  Bechberger, L.; Kühnberger, K.-U.
  10.1007/978-3-319-67190-1_5
• A Thorough Formalization of Conceptual Spaces
  Bechberger, Lucas; Kühnberger, Kai-Uwe
  10.1007/978-3-319-67190-1_5
• Measuring Relations Between Concepts In Conceptual Spaces
  Bechberger, Lucas; Kühnberger, Kai-Uwe
  
• A Thorough Formalization of Conceptual Spaces
  Bechberger, Lucas; Kühnberger, Kai-Uwe
  10.1007/978-3-319-67190-1_5
• Analogies and Analogical Reasoning in Invention
  Krumnack, Ulf; Kühnberger, Kai-Uwe; Schwering, Angela; Besold, Tarek R.
  10.1007/978-1-4614-6616-1_128-2

2016

• Visual hallucination for computational creation
  Berov, L.; Kühnberger, K.-U.
  
• Towards a computational framework for function-driven concept invention
  Potyka, N.; Gómez-Ramírez, D.; Kühnberger, K.-U.
  10.1007/978-3-319-41649-6_21

2015

• Towards integrated neural-symbolic systems for human-level AI: Two research programs helping to bridge the gaps
  Besold, Tarek R.; Kuehnberger, Kai-Uwe
  10.1016/j.bica.2015.09.003
• Anchoring Knowledge In Interaction: Towards a harmonic subsymbolic/symbolic framework and architecture of computational cognition
  Besold, T.R.; Kühnberger, K.-U.; Garcez, A.D.; Saffiotti, A.; Fischer, M.H.; Bundy, A.
  10.1007/978-3-319-21365-1_4
• Computational invention of cadences and chord progressions by conceptual chord-blending
  Eppe, M.; Confalonieri, R.; Maclean, E.; Kaliakatsos, M.; Cambouropoulos, E.; Schorlemmer, M.; Codescu, M.; Kühnberger, K.-U.
  
• Editorial: Computational Creativity, Concept Invention, and General Intelligence
  Besold, Tarek R.; Kühnberger, Kai-Uwe; Veale, Tony
  10.1515/jagi-2015-0001
• Computational invention of cadences and chord progressions by conceptual chord-blending
  Eppe, Manfred; Confalonieri, Roberto; Maclean, Ewen; Kaliakatsos, Maximos; Cambouropoulos, Emilios; Schorlemmer, Marco; Codescu, Mihai; Kühnberger, Kai-Uwe
  10.13039/501100000780

2014

• Neural-symbolic networks for cognitive capacities
  Besold, Tarek R.; Garcez, Artur d'Avila; Kuehnberger, Kai-Uwe; Stewart, Terrence C.
  10.1016/s2212-683X(14)00061-9
• Coinvent: Towards a computational concept invention theory
  Schorlemmer, M.; Smaill, A.; Kühnberger, K.-U.; Kutz, O.; Colton, S.; Cambouropoulos, E.; Pease, A.
  
• Applying AI for modeling and understanding analogy-based classroom teaching tools and techniques
  Besold, T.R.; Kühnberger, K.-U.
  10.1007/978-3-319-11206-0_6
• Algorithmic aspects of theory blending
  Martinez, M.; Krumnack, U.; Smaill, A.; Besold, T.R.; Abdel-Fattah, A.M.H.; Schmidt, M.; Gust, H.; Kühnberger, K.-U.; Guhe, M.; Pease, A.
  10.1007/978-3-319-13770-4_16
• Heuristic-driven theory projection: An overview
  Schmidt, M.; Krumnack, U.; Gust, H.; Kühnberger, K.-U.
  10.1007/978-3-642-54516-0_7
• COINVENT: Towards a Computational Concept Invention Theory
  Schorlemmer, Marco; Smaill, Alan; Kühnberger, Kai-Uwe; Kutz, Oliver; Colton, Simon; Cambouropoulos, Emilios; Pease, Alison
  10.13039/501100000780
• COINVENT: Concept Invention Theory - Ontologies and Semantic Web Technologies for Concept Invention
  Schorlemmer, Marco; Smaill, Alan; Kühnberger, Kai-Uwe; Kutz, Oliver; Colton, Simon; Cambouropoulos, Emilios; Pease, Alison
  

2013

• Report on the Sixth Conference on Artificial General Intelligence
  Kuehnberger, Kai-Uwe; Rudolph, Sebastian; Wang, Pei
  
• Utilizing cognitive mechanisms in the analysis of counterfactual conditionals by AGI systems
  Abdel-Fattah, A.M.H.; Krumnack, U.; Kühnberger, K.-U.
  10.1007/978-3-642-39521-5_1
• Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
  Kuehnberger, K.-U.; Rudolph, S.; Wang, P.
  10.1007/978-3-642-39521-5
• Sketch learning by analogy
  Krumnack, U.; Schwering, A.; Kühnberger, K.-U.; Gust, H.; Abdel-Fattah, A.; Besold, T.; Schmidt, M.; Schneider, S.
  
• Dynamic assembly of figures in visuospatial reasoning
  Schneider, S.; Krumnack, U.; Kühnberger, K.-U.
  
• Proceedings of the 6th international conference on Artificial General Intelligence
  Kühnberger, Kai-Uwe; Rudolph, Sebastian; Wang, Pei
  
• Dynamic Assembly of Figures in Visuospatial Reasoning.
  Schneider, Stefan; Krumnack, Ulf; Kühnberger, Kai-Uwe
  
• A Unifying Approach to High- and Low-Level Cognition
  König, P.; Kühnberger, K.-U.; Kietzmann, T.C.
  10.1515/9783110313680.117

2012

• Creativity, cognitive mechanisms, and logic
  Abdel-Fattah, A.M.H.; Besold, T.; Kühnberger, K.-U.
  10.1007/978-3-642-35506-6_1
• E Pluribus Multa In Unum: The Rationality Multiverse
  Besold, Tarek R.; Kühnberger, Kai-Uwe
  
• Rationality-Guided AGI as Cognitive Systems
  Abdel-Fattah, A.; Besold, T.R.; Gust, H.; Krumnack, U.; Schmidt, M.; Kühnberger, K.-U.; Wang, P.
  

2011

• A computational account of conceptual blending in basic mathematics
  Guhe, Markus; Pease, Alison; Smaill, Alan; Martinez, Maricarmen; Schmidt, Martin; Gust, Helmar; Kuehnberger, Kai-Uwe; Krumnack, Ulf
  10.1016/j.cogsys.2011.01.004
• Towards a domain-independent computational framework for theory blending
  Martinez, M.; Besold, T.; Abdel-Fattah, A.; Kuehnberger, K.-U.; Gust, H.; Schmidt, M.; Krumnack, U.
  
• An argument for an analogical perspective on rationality & decision-making
  Besold, T.R.; Gust, H.; Krumnack, U.; Abdel-Fattah, A.; Schmidt, M.; Kühnberger, K.-U.
  
• Introduction: Modeling, learning and processing of text-technological data structures
  Mehler, A.; Kühnberger, K.-U.; Lobin, H.; Lüngen, H.; Storrer, A.; Witt, A.
  10.1007/978-3-642-22613-7_1
• Adaptation of ontological knowledge from structured textual data
  Wandmacher, T.; Ovchinnikova, E.; Mönnich, U.; Michaelis, J.; Kühnberger, K.-U.
  10.1007/978-3-642-22613-7_8
• Learning methods for graph models of document structure
  Geibel, P.; Mehler, A.; Kühnberger, K.-U.
  10.1007/978-3-642-22613-7_14
• Refinements of restricted higher-order anti-unification for heuristic-driven theory projection
  Schmidt, M.; Gust, H.; Kühnberger, K.-U.; Krumnack, U.
  10.1007/978-3-642-24455-1_28
• Rationality and general intelligence
  Gust, H.; Krumnack, U.; Martínez, M.; Abdel-Fattah, A.; Schmidt, M.; Kühnberger, K.-U.
  10.1007/978-3-642-22887-2_18
• Towards a Domain-Independent Computational Framework for Theory Blending
  Martinez, Maricarmen; Besold, Tarek R.; Abdel-Fattah, Ahmed M. H.; Kuehnberger, Kai-Uwe; Gust, Helmar; Schmidt, Martin; Krumnack, Ulf
  

2010

• Mining concept similarities for heterogeneous ontologies
  Todorov, K.; Geibel, P.; Kühnberger, K.-U.
  10.1007/978-3-642-14400-4_7
• Remarks on the meaning of analogical relations
  Krumnack, U.; Gust, H.; Schwering, A.; Kühnberger, K.-U.
  
• Extensional ontology matching with variable selection for support vector machines
  Todorov, K.; Geibel, P.; Kühnberger, K.-U.
  10.1109/CISIS.2010.59
• Remarks on the Meaning of Analogical Relations
  Krumnack, Ulf; Gust, Helmar; Schwering, Angela; Kühnberger, Kai-Uwe
  10.2991/agi.2010.8
• Mathematical reasoning with higher-order anti-unifcation
  Guhe, Markus; Pease, Alison; Smaill, Alan; Schmidt, Martin; Gust, Helmar; Kühnberger, Kai-Uwe; Krumnack, Ulf
  
• Conceptual blending of fractions and real numbers in mathematical discovery
  Guhe, Markus; Pease, Alison; Smaill, Alan; Martinez, Maricarmen; Schmidt, Martin; Gust, Helmar; Kühnberger, Kai-Uwe; Krumnack, Ulf
  

2009

• Syntactic principles of heuristic-driven theory projection
  Schwering, Angela; Krumnack, Ulf; Kuehnberger, Kai-Uwe; Gust, Helmar
  10.1016/j.cogsys.2008.09.002
• Analogies - Integrating Cognitive Abilities
  Schwering, Angela; Kuehnberger, Kai-Uwe; Kokinov, Boicho
  10.1016/j.cogsys.2009.01.001
• Learning and recognition of sketches for complex computational cognition - Position paper
  Schwering, A.; Krumnack, U.; Gust, H.; Kühnberger, K.-U.
  
• The importance of being Neural-Symbolic - A wilde position
  Hitzler, P.; Kühnberger, K.-U.
  
• The role of logic in AGI systems: Towards a lingua franca for general intelligence
  Gust, H.; Krumnack, U.; Schwering, A.; Kühnberger, K.-U.
  
• Spatial cognition of geometric figures in the context of proportional analogies
  Schwering, A.; Kühnberger, K.-U.; Krumnack, U.; Gust, H.
  10.1007/978-3-642-03832-7_2
• A computational model for visual metaphors: Interpreting creative visual advertisements
  Schwering, A.; Kühnberger, K.-U.; Krumnack, U.; Gust, H.; Wandmacher, T.; Indurkhya, B.; Ojha, A.
  
• The Importance of Being Neural-Symbolic - A Wilde Position
  Hitzler, Pascal; Kühnberger, Kai-Uwe
  10.2991/agi.2009.31
• The Role of Logic in AGI Systems: Towards a Lingua Franca for General Intelligence
  Gust, Helmar; Krumnack, Ulf; Schwering, Angela; Kühnberger, Kai-Uwe
  10.2991/agi.2009.28
• A COMPUTATIONAL MODEL FOR VISUAL METAPHORS - Interpreting Creative Visual Advertisements
  Schwering, Angela; Kuehnberger, Kai-Uwe; Krumnack, Ulf; Gust, Helmar; Wandmacher, Tonio; Indurkhya, Bipin; Ojha, Amitash
  
• Solving Geometric Proportional Analogies with the Analogy Model HDTP
  Gust, Helmar; Krumnack, Ulf; Kühnberger, Kai-Uwe; Schwering, Angela
  

2008

• Child versus adult analogy: The role of systematicity and abstraction in analogy models
  Schwering, Angela; Kuehnberger, Kai-Uwe
  10.1017/S0140525X08004652
• Classification of documents based on the structure of their DOM trees
  Geibel, P.; Pustylnikov, O.; Mehler, A.; Gust, H.; Kühnberger, K.-U.
  10.1007/978-3-540-69162-4_81
• Learning and memorizing models of logical theories in a hybrid learning device
  Gust, H.; Kühnberger, K.-U.; Geibel, P.
  10.1007/978-3-540-69162-4_77
• Analogy as integrating framework for human-level reasoning
  Schwering, A.; Krumnack, U.; Kühnberger, K.-U.; Gust, H.
  
• Learning from inconsistencies in an integrated cognitive architecture
  Kühnberger, K.-U.; Geibel, P.; Gust, H.; Krumnack, U.; Ovchinnikova, E.; Schwering, A.; Wandmacher, T.
  
• Learning models of predicate logical theories with neural networks based on topos theory
  Gust, H.; Kühnberger, K.-U.; Geibel, P.
  10.1007/978-3-540-73954-8_10
• Re-representation in a Logic-Based Model for Analogy Making
  Krumnack, Ulf; Gust, Helmar; Kühnberger, Kai-Uwe; Schwering, Angela
  10.1007/978-3-540-89378-3_4
• The re-representation problem in a logic-based framework for analogy making
  Krumnack, Ulf; Gust, Helmar; Kühnberger, Kai-Uwe; Schwering, Angela
  
• Analogy as Integrating Framework for Human-Level Reasoning
  Schwering, Angela; Krumnack, Ulf; Kühnberger, Kai-Uwe; Gust, Helmar
  
• Learning from Inconsistencies in an Integrated Cognitive Architecture
  Kühnberger, Kai-Uwe; Geibel, Peter; Gust, Helmar; Krumnack, Ulf; Ovchinnikova, Ekaterina; Schwering, Angela; Wandmacher, Tonio
  
• Perspectives of Neuro--Symbolic Integration -- Extended Abstract --
  Kühnberger, Kai-Uwe; Gust, Helmar; Geibel, Peter
  
• Perspectives of Neuro-Symbolic Integration - Extended Abstract - Extended A
  Kühnberger, Kai-Uwe; Gust, Helmar; Geibel, Peter
  

2007

• Modeling human-level intelligence by integrated cognition in a hybrid architecture
  Kühnberger, K.-U.; Wandmacher, T.; Schwering, A.; Ovchinnikova, E.; Krumnack, U.; Gust, H.; Geibel, P.
  
• Structure-sensitive learning of text types
  Geibel, P.; Krumnack, U.; Pustylnikov, O.; Mehler, A.; Gust, H.; Kühnberger, K.-U.
  10.1007/978-3-540-76928-6_68
• I-Cog: A computational framework for integrated cognition of higher cognitive abilities
  Kühnberger, K.-U.; Wandmacher, T.; Schwering, A.; Ovchinnikova, E.; Krumnack, U.; Gust, H.; Geibel, P.
  10.1007/978-3-540-76631-5_20
• Variants of tree kernels for XML documents
  Geibel, P.; Gust, H.; Kühnberger, K.-U.
  10.1007/978-3-540-76631-5_81
• Restricted higher-order anti-unification for analogy making
  Krumnack, Ulf; Schwering, Angela; Gust, Helmar; Kühnberger, Kai-Uwe
  10.1007/978-3-540-76928-6_29
• Automatic Ontology Extension: Resolving Inconsistencies.
  Ovchinnikova, Ekaterina; Kühnberger, Kai-Uwe
  
• Using Gestalt Principles to Compute Analogies of Geometric Figures
  Schwering, Angela; Krumnack, Ulf; Kühnberger, Kai-Uwe; Gust, Helmar
  
• Principles for the Foundation of Integrated Higher Cognition
  Kühnberger, Kai-Uwe
  

2006

• Embodied targets, or the origins of mind-tools
  Slaby, J; Katz, G; Kuhnberger, KU; Stephan, A
  10.1080/09515080500471884
• Metaphors and heuristic-driven theory projection (HDTP)
  Gust, H; Kuhnberger, KU; Schmid, U
  10.1016/j.tcs.2005.11.009
• The relevance of artificial intelligence for human cognition
  Gust, H.; Kühnberger, K.-U.
  
• Aspects of automatic ontology extension: adapting and regeneralizing dynamic updates
  Ovchinnikova, Ekaterina; Kühnberger, Kai-Uwe
  
• Adaptive ALE -Tbox for extending terminological knowledge
  Ovchinnikova, Ekaterina; Kühnberger, Kai-Uwe
  10.1007/11941439_132
• Explaining Effective Learning by Analogical Reasoning
  Gust, Helmar; Kühnberger, Kai-Uwe
  
• The Relevance of Artificial Intelligence for Human Cognition.
  Gust, Helmar; Kühnberger, Kai-Uwe
  

2005

• Feature constraint logic and error detection in ICALL systems
  Reuer, V; Kuhnberger, KU
  10.1007/11422532_17
• An algorithm detecting and tracing errors in ICALL systems
  Reuer, V.; Kühnberger, K.-U.
  
• Learning Symbolic Inferences with Neural Networks
  Gust, Helmar; Hagmayer, York; Kühnberger, Kai-Uwe; Sloman, Steven A.
  

2004

• Cloning composition and logical inferences in neural networks using variable-free logic
  Gust, H.; Kühnberger, K.-U.
  
• Ontological Aspects of Computing Analogies.
  Gust, Helmar; Kühnberger, Kai-Uwe; Schmid, Ute