An artificial intelligence approach to legal reasoning
An artificial intelligence approach to legal reasoning
The structure-mapping engine: algorithm and examples
Artificial Intelligence
Exemplar based knowledge acquisition: a unified approach to concept representati on, classification, and learning
Building explanations from rules and structured cases
International Journal of Man-Machine Studies - AI and legal reasoning. Part 1
CABARET: rule interpretation in a hybrid architecture
International Journal of Man-Machine Studies - AI and legal reasoning. Part 1
Derivational Analogy in PRODIGY: Automating Case Acquisition, Storage, and Utilization
Machine Learning - Special issue on case-based reasoning
Case-based reasoning
Some studies in machine learning using the game of checkers
Computers & thought
Learning and reasoning by analogy
Communications of the ACM
Case-Based Reasoning: Experiences, Lessons and Future Directions
Case-Based Reasoning: Experiences, Lessons and Future Directions
Evaluating Explanations: A Content Theory
Evaluating Explanations: A Content Theory
Modeling Legal Arguments: Reasoning with Cases and Hypotheticals
Modeling Legal Arguments: Reasoning with Cases and Hypotheticals
Explanation Patterns: Understanding Mechanical and Creatively
Explanation Patterns: Understanding Mechanical and Creatively
Computers and Thought
A Case-Based Approach to Modeling Legal Expertise
IEEE Expert: Intelligent Systems and Their Applications
Explanation-Based Learning: An Alternative View
Machine Learning
Automated Generation of Examples for a Tutorial in Case-Based Argumentation
ITS '92 Proceedings of the Second International Conference on Intelligent Tutoring Systems
AI and law: a fruitful synergy
Artificial Intelligence - Special issue on AI and law
Extensionally defining principles and cases in ethics: an AI model
Artificial Intelligence - Special issue on AI and law
Artificial Intelligence - Special issue on AI and law
FOCUS: a generalized method for object discovery for robots that observe and interact with humans
Proceedings of the 1st ACM SIGCHI/SIGART conference on Human-robot interaction
Generating estimates of classification confidence for a case-based spam filter
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Using hierarchical clustering for learning theontologies used in recommendation systems
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part II on On the Move to Meaningful Internet Systems
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
Similarity as a Quality Indicator in Ontology Engineering
Proceedings of the 2008 conference on Formal Ontology in Information Systems: Proceedings of the Fifth International Conference (FOIS 2008)
Towards a Conscious Choice of a Similarity Measure: A Qualitative Point of View
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Black Swans, Gray Cygnets and Other Rare Birds
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
A semantic similarity metric combining features and intrinsic information content
Data & Knowledge Engineering
Similarity measurement in context
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
The effect of context on semantic similarity measurement
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems - Volume Part II
Similarities in fuzzy data mining: from a cognitive view to real-world applications
WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers
Fusion of possibilistic sources of evidences for pattern recognition
Integrated Computer-Aided Engineering
Information imperfection processing in supervised classification systems
AIKED'10 Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
A comparative analysis of similarity measurement techniques through SimReq framework
Proceedings of the 7th International Conference on Frontiers of Information Technology
Towards a possibilistic classification of gastroenterology patterns in a complex environment
WSEAS TRANSACTIONS on SYSTEMS
Towards a conscious choice of a fuzzy similarity measure: a qualitative point of view
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Semantic referencing - determining context weights for similarity measurement
GIScience'10 Proceedings of the 6th international conference on Geographic information science
Catching Gray Cygnets: an initial exploration
Proceedings of the 13th International Conference on Artificial Intelligence and Law
Using case-based tests to detect gray cygnets
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
CBR with commonsense reasoning and structure mapping: an application to mediation
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
Assessing similarities of qualitative spatio-temporal relations
SC'12 Proceedings of the 2012 international conference on Spatial Cognition VIII
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For AI to become truly robust, we must further our understanding of similarity-driven reasoning, analogy, learning, and explanation. Here are some suggested researchdirections.This article is part of a special issue on the Future of AI.