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Fakultät Wirtschaftsinformatik / Angewandte Informatik
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Bereich Angewandte Informatik
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Lehrstuhl für Kognitive Systeme
2019
(9 Publikationen)
2018
(19 Publikationen)
2017
(23 Publikationen)
2016
(15 Publikationen)
2015
(13 Publikationen)
2014
(6 Publikationen)
2013
(11 Publikationen)
2012
(12 Publikationen)
2011
Cognitive Systems Research, Special Issue 'Complex Cognition'
Combining Supervised and Unsupervised Learning - An Ensemble Learning Framework (Poster)
Combining Supervised and Unsupervised Learning - An Ensemble Learning Framework Proposal
Combining Supervised and Unsupervised Learning - An Ensemble Learning Framework Proposal
Combining Supervised and Unsupervised Learning—An Ensemble Learning Framework Proposal.
Exploring the needs of people with dementia regarding assistive technology to save quality of life and independent living at home (Abstract)
From Sensorimotor Graphs to Rules: An Agent Learns from a Stream of Experience
From Sensorimotor Maps to Rules: An Agent Learns from a Stream of Experience
How Visible are Different Variations of Spatial Features and Relations in Logos and How Does Visibility Affect Prototype Generation?
Inductive Rule Learning on the Knowledge Level
Modellierung psychischer Prozesse
Post-Proceedings of the KI'11 Workshop Visibility in Information Spaces and in Geographic Environments
Schön ist, was man kennt. Modellierung von Gewöhnungseffekten bei ästhetischen Urteilen
The Challenge of Complex Cognition
Tut das weh? -- Automatisierte Schmerzidentifikation anhand der Mimik
2010
A Combined Analytical and Search-Based Approach to the Inductive Synthesis of Functional Programs
Analytical Functional Inductive Programming as Cognitive Rule Acquisition Device.
Approaches and Applications of Inductive Programming. Third International Workshop, AAIP 2009. Revised Papers
Data-Driven Detection of Catamorphisms
Data-Driven Detection of Catamorphisms --- Towards Problem Specific Use of Program Schemes for Inductive Program Synthesis
Data-Driven Detection of Recursive Program Schemes
Heidi, James & Igor. Inductive Rule Acquisition for a Philosophically and Psychologically Founded Autonomous Agent
I/O Guided Detection of List Catamorphisms - Towards Problem Specific Use of Program Templates in IP
IgorII - an Analytical Inductive Functional Programming System (Tool Demo)
Incident Mining using Structural Prototypes
Inductive Programming
Interleaving Forward Backward Feature Selection
Invited Symposium Complex Cognition (Speakers: Kai-Uwe Kühnberger, Claus Möbus, Pat Langley, Dietrich Dörner)
Learning in Analogical Reasoning: Greedy and Ubiquitous or Context-Dependent
Programming by Demonstration (short entry)
Schema-Guided Inductive Functional Programming through Automatic Detection of Type Morphisms
Trace-based programming (short entry)
Tracking von Gesichtsmimik mit Hilfe von Gitterstrukturen zur Klassifikation von schmerzrelevanten Action Units
2009
A unifying framework for analysis and evaluation of inductive programming systems
An Introduction to Inductive Programming
Analytical Inductive Programming as a Cognitive Rule Acquisition Devise
Automated Method Induction -- Functional Goes Object Oriented
Classifying Facial Pain Expressions: Individual Classifiers vs. Global Classfiers
Combining Analytical and Evolutionary Inductive Programming
Das Internet als Informationsquelle für pflegende Angehörige eines Demenzpatienten
Evolutionary Programming Guided by Analytically Generated Seeds
Girls And Computer Science -- Attitude Formation Via Practical Experience (Poster Presentation)
Inductive Programming - Example-driven Construction of Functional Programs
Inductive Programming -- A Survey of Program Synthesis Techniques
Porting IgorII from MAUDE to HASKELL --- Introducing a System's Design
Proceedings of the 3rd Workshop on Approaches and Applications of Inductive Programming (AAIP'09)
Proceedings of the KI'09 Workshop Complex Cognition
The Analogy via Abstraction Framework AvA
Video Games can Improve Performance in Sports. An Empirical Study with Wii Sports Bowling
2008
(Gasthrsg.) KI, Themenheft "Kognition"
An optimization framework for classifier learning from image data for computer-assisted diagnosis
Analysis and Evaluation of Inductive Programming Systems in a Higher-Order Framework
Analytical Inductive Functional Programming
Automated Construction of XSL-Templates: An Inductive Programming Approach
Classifier Learning for Imbalanced Data -- A Comparison of kNN, SVM, and Decision Tree Learning
Cognition and AI
Data-Driven Induction of Functional Programs
Distributed versus centralistic action planning for multi-agent-teams in complex, dynamic domains
IGOR2: An Inductive Functional Programming Prototype
Mapping and inference in analogical problem solving -- As much as needed or as much as possible?
Planning Assistance for Activities of Daily Living to Support People with Alzheimer Disease (Abstract)
Processing a Subjective Model of the Mind
Programming Recursive Functions By Examples (Abstract)
Spanning the Middle Ground between Classical and Temporal Planning
To the development of a system architecture of cognitive technical systems
2007
Data-driven induction of recursive functions from input/output-examples
Data-driven learning of functions over algebraic datatypes from input/output examples
Denken und Problemlösen - Computermodelle des Problemlösens
Inducing Constructor Systems from Example Terms by Detecting Syntactical Regularities
Inductive Synthesis of Recursive Functional Programs -- A Comparison of Three Systems
Proceedings of the Workshop on Approaches and Applications of Inductive Programming (AAIP'07)
Transformational and derivational strategies in analogical problem solving
2006
Analogy by abstraction
Computermodelle des Denkens und Problemlösens
Induction of Functional Programs based on Relations between I/O Examples
Inductive Synthesis of Functional Programs -- an Explanation Based Generalization Approach
Metaphors and Heuristic-Driven Theory Projection (HDTP)
Ontologies as a Cue for the Metaphorical Meaning of Technical Concepts
Solving proportional analogies by E-generalization
Special Topic ``Approaches and Applications of Inductive Programming'
2005
A Cognitive Model of Learning by Doing
An EBG Approach to the Inductive Synthesis of Functional Programs
Approaches and Applications of Inductive Programming
2004
Automatic Synthesis of XSL-Transformations from Example Documents
Ontological Aspects of Computing Analogies
Ontologies as a Cue for the Metaphorical Meaning of Technical Concepts
2003
A Closer Look at Structural Similarity in Analogical Transfer
Algebraic Models of Reasoning
An Algebraic Framework for Solving Proportional and Predictive Analogies.
Anti-unification as an approach to analogical reasoning and generalization. (Poster Abstract)
Anti-unification of axiomatic systems. Work in progress report
Coalgebras and Reasoning
Inductive Synthesis of Functional Programs -- Learning Domain-Specific Control Rules and Abstract Schemes
Inductive Synthesis of Functional Programs -Learning Domain-Specific Control Rules and Abstract Schemes
Integrating Planning, Learning, and Analogy - A Prototype System. (Poster Abstract)
Metaphors and Anti-Unification.
Solving Predictive Analogy Tasks with Anti-Unification.
2002
Denken und Problemlösen -- Computermodelle des Problemlösens
Folding of finite program terms to recursive program schemes
Inductive Program Synthesis: From Theory to Application
Inductive synthesis of functional programs
Integrating Function Application in State-Based Planning
Learning from transformational and derivational worked-out examples
Maschinelles Lernen - Aus Erfahrung schlau
2001
Einfluss derivationaler und transformationaler Beispielformate auf Beispielnutzung und Problemlöseleistung
Impact of different example formats on solving isomorphic and novel problems
Program reuse and abstraction by anti-unification
Synthesis of Recursive Programs from Finite Examples by Detection of Macro-Functions
Using Recursive Control Rules in Planning
2000
(7 Publikationen)
1999
Analogical Transfer of Non-Isomorphic Source Problems
Analogical Transfer of Non-Isomorphic Source Problems
Empirical Evidence for Derivational Analogy (Poster Abstract)
Empirical Evidence for Derivational Analogy.
Iterative macro-operators revisited: Applying program synthesis to learning in planning
Mind Modelling - A Cognitive Science Approach to Reasoning, Learning and Discovery
Skill acquisition can be regarded as program synthesis: An integrative approach to learning by doing and learning by analogy
1998
Adaptation of non-isomorphic sources in analogical problem solving
Analogical Problem Solving by Adaptation of Schemes. 2nd European Conference on Cognitive Modelling
Bottom-up and top-down processes in learning
Die Wirkung der Beispielähnlichkeit auf den analogen Transfer, Arbeitskreis "Problemlösen"
Induction of Recursive Program Schemes
Inferenzen beim Textverstehen in Mentalen Modellen.
Modelling Spatial Inferences in Text Understanding
Proceedings des Workshops "Maschinelles Lernen und Konzepterwerb"
Programming by analogy: Retrieval, mapping, adaptation and generalization of recursive program schemes
Qualitative and Quantitative Approaches to Spatial Inference and the Analysis of Movements.
Reference Frames for Spatial Inference in Text Understanding
Structural characteristics for the adaptability of problems in analogical problem solving. Workshop ``Maschinelles Lernen und Konzepterwerb''
Synthesis of recursive functions with interdependent parameters
Synthesis of recursive functions with interdependent parameters. Workshop on Applied Learning Theory
1997
(7 Publikationen)
1996
(10 Publikationen)
1995
(4 Publikationen)
1994
(9 Publikationen)
1993
(4 Publikationen)
1992
(2 Publikationen)
1991
(1 Publikation)
1990
(2 Publikationen)
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