David B. Leake

Proceedings of the Case-Based Reasoning Research and Development, 2023

Towards Addressing Problem-Distribution Drift with Case Discovery.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2023

Cases Are King: A User Study of Case Presentation to Explain CBR Decisions.

[BibT_eX]

[DOI]

Lawrence Gates

Kaitlynne Wilkerson

Proceedings of the Case-Based Reasoning Research and Development, 2023

2022

Generation and Evaluation of Creative Images from Limited Data: A Class-to-Class VAE Approach.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Computational Creativity, Bozen-Bolzano, Italy, June 27, 2022

Generating Counterfactual Images: Towards a C2C-VAE Approach.

[BibT_eX]

[DOI]

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

Case Adaptation with Neural Networks: Capabilities and Limitations.

[BibT_eX]

[DOI]

David Crandall

Proceedings of the Case-Based Reasoning Research and Development, 2022

Leveraging SHAP and CBR for Dimensionaltiy Reduction on the Psychology Prediction Dataset.

[BibT_eX]

[DOI]

Zachary Wilkerson

David Crandall

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

Extracting Case Indices from Convolutional Neural Networks: A Comparative Study.

[BibT_eX]

[DOI]

Zachary Wilkerson

David Crandall

Proceedings of the Case-Based Reasoning Research and Development, 2022

Case-based Explanation: Making the Implicit Explicit.

[BibT_eX]

[DOI]

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

2021

Applying the Case Difference Heuristic to Learn Adaptations from Deep Network Features.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Adaptations for Case-Based Classification: A Neural Network Approach.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2021

On Combining Knowledge-Engineered and Network-Extracted Features for Retrieval.

[BibT_eX]

[DOI]

Zachary Wilkerson

David J. Crandall

Proceedings of the Case-Based Reasoning Research and Development, 2021

Harmonizing Case Retrieval and Adaptation with Alternating Optimization.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2021

Evaluating CBR Explanation Capabilities: Survey and Next Steps.

[BibT_eX]

[DOI]

Lawrence Gates

Proceedings of the Workshops Proceedings for the 29th International Conference on Case-Based Reasoning co-located with the 29th International Conference on Case-Based Reasoning (ICCBR 2021), 2021

Supporting Case-Based Reasoning with Neural Networks: An Illustration for Case Adaptation.

[BibT_eX]

[DOI]

David J. Crandall

Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 2021

2020

Applying Class-to-Class Siamese Networks to Explain Classifications with Supportive and Contrastive Cases.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2020

Learning to Improve Efficiency for Adaptation Paths.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2020

On Bringing Case-Based Reasoning Methodology to Deep Learning.

[BibT_eX]

[DOI]

David J. Crandall

Proceedings of the Case-Based Reasoning Research and Development, 2020

2019

Unsupervised Hierarchical Temporal Abstraction by Simultaneously Learning Expectations and Representations.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

On Combining Case Adaptation Rules.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2019

CBR Confidence as a Basis for Confidence in Black Box Systems.

[BibT_eX]

[DOI]

Lawrence Gates

Caleb Kisby

Proceedings of the Case-Based Reasoning Research and Development, 2019

2018

Embedded Word Representations for Rich Indexing: A Case Study for Medical Records.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2018

Exploration vs. Exploitation in Case-Base Maintenance: Leveraging Competence-Based Deletion with Ghost Cases.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2018

Harnessing Hundreds of Millions of Cases: Case-Based Prediction at Industrial Scale.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2018

2017

Learning and applying adaptation rules for categorical features: An ensemble approach.

[BibT_eX]

[DOI]

Najmeh Forouzandehmehr

AI Commun., 2017

Learning and Applying Case Adaptation Rules for Classification: An Ensemble Approach.

[BibT_eX]

[DOI]

Najmeh Forouzandehmehr

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Maintenance for Case Streams: A Streaming Approach to Competence-Based Deletion.

[BibT_eX]

[DOI]

Yang Zhang

Su Zhang

Proceedings of the Case-Based Reasoning Research and Development, 2017

Scaling Up Ensemble of Adaptations for Classification by Approximate Nearest Neighbor Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2017

Modelling Unsupervised Event Segmentation: Learning Event Boundaries from Prediction Errors.

[BibT_eX]

[DOI]

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Knowledge-Based Morphological Classification of Galaxies from Vision Features.

[BibT_eX]

[DOI]

Devendra Singh Dhami

Sriraam Natarajan

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Mining for Topics to Suggest Knowledge Model Extensions.

[BibT_eX]

[DOI]

Carlos M. Lorenzetti

Filippo Menczer

ACM Trans. Knowl. Discov. Data, 2016

Guest editors' introduction: special issue on case-based reasoning.

[BibT_eX]

[DOI]

Barry Smyth

Rosina Weber

J. Intell. Inf. Syst., 2016

Enhancing case-based regression with automatically-generated ensembles of adaptations.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2016

Passing the Torch.

[BibT_eX]

[DOI]

AI Mag., 2016

After Seventeen Years and 70 Issues ...

[BibT_eX]

[DOI]

AI Mag., 2016

Case-Base Maintenance: A Streaming Approach.

[BibT_eX]

[DOI]

Yang Zhang

Su Zhang

Proceedings of the Workshops Proceedings for the Twenty-fourth International Conference on Case-Based Reasoning (ICCBR 2016), Atlanta, Georgia, USA, October 31, 2016

Adaptation-Guided Feature Deletion: Testing Recoverability to Guide Case Compression.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2016

Ensemble of Adaptations for Classification: Learning Adaptation Rules for Categorical Features.

[BibT_eX]

[DOI]

Najmeh Forouzandehmehr

Proceedings of the Case-Based Reasoning Research and Development, 2016

A Computational Method for Extracting, Representing, and Predicting Social Closeness.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015

Transfer Learning via Relational Type Matching.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Flexible Feature Deletion: Compacting Case Bases by Selectively Compressing Case Contents.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2015

CBR Meets Big Data: A Case Study of Large-Scale Adaptation Rule Generation.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2015

Investigating Methods and Representations for Reasoning About Social Context and Relative Social Power.

[BibT_eX]

[DOI]

Proceedings of the Modeling and Using Context, 2015

2014

Experience-based support for human-centered knowledge modeling.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Facilitating representation and retrieval of structured cases: Principles and toolkit.

[BibT_eX]

[DOI]

Inf. Syst., 2014

On Retention of Adaptation Rules.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2014

An Ensemble Approach to Adaptation-Guided Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Adaptation-Guided Case Base Maintenance.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Context and Case-Based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Context in Computing, 2014

2013

Announcing the New App for AI Magazine.

[BibT_eX]

[DOI]

AI Mag., 2013

Announcing the Digital Edition of AI Magazine.

[BibT_eX]

[DOI]

AI Mag., 2013

Extending Case Adaptation with Automatically-Generated Ensembles of Adaptation Rules.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2013

On Deriving Adaptation Rule Confidence from the Rule Generation Process.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2013

An Ensemble Approach to Instance-Based Regression Using Stretched Neighborhoods.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

A Context-Aware Approach to Selecting Adaptations for Case-Based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Modeling and Using Context, 2013

2012

The Diversity of AI.

[BibT_eX]

[DOI]

AI Mag., 2012

Custom Accessibility-Based CCBR Question Selection by Ongoing User Classification.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2012

Customizing Question Selection in Conversational Case-Based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

Generalized representation and mapping for social-ecological data: Freeing data from the database.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on E-Science, 2012

Mining classifications from social-ecological databases.

[BibT_eX]

[DOI]

Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012

2011

Enhancing Case Adaptation with Introspective Reasoning and Web Mining.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

How Many Cases Do You Need? Assessing and Predicting Case-Base Coverage.

[BibT_eX]

[DOI]

Mark Wilson

Proceedings of the Case-Based Reasoning Research and Development, 2011

A Noisy 10GB Provenance Database.

[BibT_eX]

[DOI]

You-Wei Cheah

Beth Plale

Lavanya Ramakrishnan

Proceedings of the Business Process Management Workshops, 2011

Using Introspective Reasoning to Improve CBR System Performance.

[BibT_eX]

[DOI]

Josep Lluís Arcos

Oguz Mülâyim

Proceedings of the Metareasoning - Thinking about Thinking., 2011

2010

Case-Based Reasoning Tomorrow: Provenance, the Web, and Cases in the Future of Intelligent Information Processing.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Processing V, 2010

A General Introspective Reasoning Approach to Web Search for Case Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning. Research and Development, 2010

Organizing Committee / Preface.

[BibT_eX]

Nava Tintarev

Daniel Bahls

Proceedings of the Explanation-aware Computing, 2010

2009

CBR Based Workflow Composition Assistant.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Congress on Services, Part I, 2009

Four Heads Are Better than One: Combining Suggestions for Case Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2009

Organizing Committee / Preface.

[BibT_eX]

Nava Tintarev

Proceedings of the Explanation-aware Computing, 2009

2008

Knowledge-Based Computation.

[BibT_eX]

[DOI]

Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

AI Magazine Poster: The AI Landscape.

[BibT_eX]

[DOI]

James Gary

AI Mag., 2008

Report on the 2007 Workshop on Modeling and Reasoning in Context.

[BibT_eX]

[DOI]

Anders Kofod-Petersen

Jörg Cassens

Stefan Schulz

AI Mag., 2008

Provenance and Case-Based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

Knowledge Planning and Learned Personalization for Web-Based Case Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008

Towards Case-Based Support for e-Science Workflow Generation by Mining Provenance.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008

Using Case Provenance to Propagate Feedback to Cases and Adaptations.

[BibT_eX]

[DOI]

Scott A. Dial

Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008

Formal and Experimental Foundations of a New Rank Quality Measure.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008

2007

AAAI-07 Workshop Reports.

[BibT_eX]

[DOI]

AI Mag., 2007

Case Provenance: The Value of Remembering Case Sources.

[BibT_eX]

[DOI]

Matthew Whitehead

Proceedings of the Case-Based Reasoning Research and Development, 2007

Mining Large-Scale Knowledge Sources for Case Adaptation Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2007

Organizing Committee / Preface.

[BibT_eX]

Stefan Schulz

Daniel Bahls

Proceedings of the Explanation-Aware Computing, 2007

2006

Editorial Introduction.

[BibT_eX]

[DOI]

AI Mag., 2006

Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program.

[BibT_eX]

[DOI]

AI Mag., 2006

Cases, Context, and Comfort: Opportunities for Case-Based Reasoning in Smart Homes.

[BibT_eX]

[DOI]

Proceedings of the Designing Smart Homes, The Role of Artificial Intelligence, 2006

Focusing AI Students' Attention: A Framework-Based Approach to Guiding Impasse-Driven Learning.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

What Evaluation Criteria Are Right for CCBR? Considering Rank Quality.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006

2005

Retrieval, reuse, revision and retention in case-based reasoning.

[BibT_eX]

[DOI]

Ramón López de Mántaras

Knowl. Eng. Rev., 2005

Introduction to the Special Issue on Explanation in Case-Based Reasoning.

[BibT_eX]

[DOI]

David McSherry

Artif. Intell. Rev., 2005

Happy Anniversary, AAAI and AI Magazine!

[BibT_eX]

[DOI]

AI Mag., 2005

Suggesting novel but related topics: towards context-based support for knowledge model extension.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Intelligent User Interfaces, 2005

Preface.

[BibT_eX]

[DOI]

Stefan Schulz

Proceedings of the IJCAI-05 Workshop on Modeling and Retrieval of Context Edinburgh, July 31, 2005

Using Cases to Support Divergent Roles in Distributed Collaboration.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Increasing AI Project Effectiveness with Reusable Code Frameworks: A Case Study Using IUCBRF.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Exploiting Rich Context: An Incremental Approach to Context-Based Web Search.

[BibT_eX]

[DOI]

Proceedings of the Modeling and Using Context, 2005

2004

Case dispatching versus case-base merging: when MCBR matters.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2004

The Seventh International Conference on Intelligent User Interfaces (IUI-2003).

[BibT_eX]

[DOI]

AI Mag., 2004

A Web based Conversational Case-Based Recommender System for Ontology aided Metadata Discovery.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Grid Computing (GRID 2004), 2004

Facilitating CBR for Incompletely-Described Cases: Distance Metrics for Partial Problem Descriptions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004

Dynamic extraction topic descriptors and discriminators: towards automatic context-based topic search.

[BibT_eX]

[DOI]

Filippo Menczer

Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2003

Detecting context-differentiating terms using competitive learning.

[BibT_eX]

[DOI]

SIGIR Forum, 2003

Editorial.

[BibT_eX]

[DOI]

AI Mag., 2003

Aiding knowledge capture by searching for extensions of knowledge models.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Knowledge Capture (K-CAP 2003), 2003

Human-Centered CBR: Integrating Case-Based Reasoning with Knowledge Construction and Extension.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2003

Dispatching Cases versus Merging Case-Bases: When MCBR Matters.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

Topic Extraction and Extension to Support Concept Mapping.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

2002

Using Document Access Sequences to Recommend Customized Information.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2002

Exploiting information access patterns for context-based retrieval.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Intelligent User Interfaces, 2002

Managing Multiple Case Bases: Dimensions and Issues.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

Assessing Conceptual Similarity to Support Concept Mapping.

[BibT_eX]

[DOI]

Alberto J. Cañas

Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

Automatically Selecting Strategies for Multi-Case-Base Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

Personalized CBR-Challenges and Illustrations.

[BibT_eX]

Proceedings of the 6th European Conference ov Case Based Reasoning, 2002

Handling Complex Information Environments: A Multi-Agent Framework.

[BibT_eX]

[DOI]

Proceedings of the AOIS '02, 2002

2001

Introspective reasoning for index refinement in case-based reasoning.

[BibT_eX]

[DOI]

Susan Fox

J. Exp. Theor. Artif. Intell., 2001

Maintaining Cased-Based Reasoners: Dimensions and Directions.

[BibT_eX]

[DOI]

Comput. Intell., 2001

Introduction to the Special Issue on Maintaining Case-Based Reasoning Systems.

[BibT_eX]

[DOI]

Comput. Intell., 2001

A Case-Based Framework for Interactive Capture and Reuse of Design Knowledge.

[BibT_eX]

[DOI]

Appl. Intell., 2001

Towards context-based search engine selection.

[BibT_eX]

[DOI]

Ryan Scherle

Proceedings of the 6th International Conference on Intelligent User Interfaces, 2001

An integrated interface for proactive, experience-based design support.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Intelligent User Interfaces, 2001

When Two Case Bases Are Better than One: Exploiting Multiple Case Bases.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2001

Combining Concept Mapping with CBR: Towards Experience-Based Support for Knowledge Modeling.

[BibT_eX]

[DOI]

Alberto J. Cañas

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

WordSieve: A Method for Real-Time Context Extraction.

[BibT_eX]

[DOI]

Proceedings of the Modeling and Using Context, 2001

Real Time User Context Modeling for Information Retrieval Agents.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000

Remembering Why to Remember: Performance-Guided Case-Base Maintenance.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000

1999

Constructing and Transforming CBR Implementations: Techniques for Corporate Memory Management.

[BibT_eX]

Arijit Sengupta

Proceedings of the Challenges for Case-Based Reasoning, 1999

When Experience Is Wrong: Examining CBR for Changing Tasks and Environments.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning and Development, Third International Conference, 1999

Combining CBR with Interactive Knowledge Acquisition, Manipulation and Reuse.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning and Development, Third International Conference, 1999

Integrating Information Resources: A Case Study of Engineering Design Support.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning and Development, Third International Conference, 1999

1998

Categorizing Case-Base Maintenance: Dimensions and Directions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 4th European Workshop, 1998

1997

Learning to Integrate Multiple Knowledge Sources for Case-Based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

A Case Study of Case-Based CBR.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 1997

Case-Based Similarity Assessment: Estimating Adaptability from Experience.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996

Experience, introspection and expertise: Learning to refine the case-based reasoning process.

[BibT_eX]

[DOI]

J. Exp. Theor. Artif. Intell., 1996

Acquiring Case Adaptation Knowledge: A Hybrid Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

1995

Abduction, experience, and goals: a model of everyday abductive explanation.

[BibT_eX]

[DOI]

J. Exp. Theor. Artif. Intell., 1995

Learning, Goals, and Learning Goals: A Perspective on Goal-Driven Learning.

[BibT_eX]

[DOI]