Isabelle Bichindaritz

Orcid: 0000-0003-1712-490X

According to our database1, Isabelle Bichindaritz authored at least 77 papers between 1994 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
OCI-CBR: A hybrid model for decision support in preference-aware investment scenarios.
Expert Syst. Appl., January, 2023

Synergies Between Case-Based Reasoning and Deep Learning for Survival Analysis in Oncology.
Proceedings of the Case-Based Reasoning Research and Development, 2023

2022
Feature Integration and Feature Augmentation for Predicting GPCR-Drug Interaction.
Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

2021
Integrative survival analysis of breast cancer with gene expression and DNA methylation data.
Bioinform., 2021

Predicting with Confidence: A Case-Based Reasoning Framework for Predicting Survival in Breast Cancer.
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

2020
Bioimage-Based Prediction of Protein Subcellular Location in Human Tissue with Ensemble Features and Deep Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Survival Analysis of Breast Cancer Utilizing Integrated Features with Ordinal Cox Model and Auxiliary Loss.
Proceedings of the Advances in Data Mining, 2020

Classifying Breast Cancer Tissue Through DNA Methylation and Clinical Covariate Based Retrieval.
Proceedings of the Case-Based Reasoning Research and Development, 2020

Survival Prediction of Breast Cancer Patient from Gene Methylation Data with Deep LSTM Network and Ordinal Cox Model.
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

Case-Based Reasoning for the Analysis of Methylation Data in Oncology.
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

2019
Workshop preface.
Proceedings of the Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning (ICCBR 2019), 2019

Case-based Reasoning for the Analysis of Methylation Data in Oncology.
Proceedings of the Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning (ICCBR 2019), 2019

Machine Learning and Feature Selection for the Classification of Mental Disorders from Methylation Data.
Proceedings of the Artificial Intelligence in Medicine, 2019

2018
The Case for Case Based Learning.
Proceedings of the Case-Based Reasoning Research and Development, 2018

Feature Selection and Case-Based Reasoning for Survival Analysis in Bioinformatics.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

Using Machine Learning to Predict Falls in Inpatient Rehabilitation Residents.
Proceedings of the AMIA 2018, 2018

JustoCat Pet Robot and Patient Care: A Study of Benefits Provided to Elderly Dementia Patients, Caregivers and Health Care Providers.
Proceedings of the AMIA 2018, 2018

2017
Temporal Evolution, Research Themes, and Emerging Trends in Case-Based Reasoning Literature.
Proceedings of the Second Workshop on Mining Scientific Papers: Computational Linguistics and Bibliometrics (CLBib-2017) co-located with 16th International Conference on Scientometrics and Informetrics (ISSI 2017), 2017

Feature Selection for Survival Analysis in Bioinformatics.
Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017

The Mechanism of Influence of a Case-Based Health Knowledge System on Hospital Management Systems.
Proceedings of the Case-Based Reasoning Research and Development, 2017

Recent Themes in Case-Based Reasoning and Knowledge Discovery.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

2015
Data Mining Methods for Case-Based Reasoning in Health Sciences.
Proceedings of the Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), 2015

Machine learning for stress detection from ECG signals in automobile drivers.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Synergistic case-based reasoning in medical domains.
Expert Syst. Appl., 2014

Preface for the special section on case-based reasoning in the health sciences.
Expert Syst. Appl., 2014

Case Mining for Research Findings in a Case-based Reasoning System in the Biology of Aging.
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

Design of an Online Rabies Vaccination Information System.
Proceedings of the AMIA 2014, 2014

2012
A case-based knowledge system for safety evaluation decision making of thermal power plants.
Knowl. Based Syst., 2012

Integrating gray system theory and logistic regression into case-based reasoning for safety assessment of thermal power plants.
Expert Syst. Appl., 2012

Report on the Eighteenth International Conference on Case-Based Reasoning.
AI Mag., 2012

Architectural Framework for a Case-Based Reasoning System for Data Mining Experience Management.
Proceedings of the Advances in Data Mining, 12th Industrial Conference, 2012

Research Themes in the Case-Based Reasoning in Health Sciences Core Literature.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2012

2011
Editorial.
Trans. Case Based Reason., 2011

Advances in case-based reasoning in the health sciences.
Artif. Intell. Medicine, 2011

Methods in Case-Based Classification in Bioinformatics: Lessons Learned.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2011

A Case-based Enterprise Information System for Thermal Power Plants' Safety Assessment.
Proceedings of the ICEIS 2011, 2011

Comparison of Reuse Strategies for Case-Based Classification in Bioinformatics.
Proceedings of the Case-Based Reasoning Research and Development, 2011

2010
Bioinformatics Contributions to Data Mining.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Case Based Reasoning with Bayesian Model Averaging: An Improved Method for Survival Analysis on Microarray Data.
Proceedings of the Case-Based Reasoning. Research and Development, 2010

2009
Role and Significance of Case-based Reasoning in the Health Sciences.
Künstliche Intell., 2009

Automatic semantic indexing of medical images using a web ontology language for case-based image retrieval.
Eng. Appl. Artif. Intell., 2009

Introduction to the Special Issue on Case-Based Reasoning in the Health Sciences.
Comput. Intell., 2009

Prototypical Cases for Retrieval, Reuse, and Knowledge Maintenance in Biomedical Case-Based Reasoning.
Comput. Intell., 2009

Methodology for Classifying and Indexing Case-Based Reasoning Systems in the Health Sciences.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

2008
Memory Structures and Organization in Case-Based Reasoning.
Proceedings of the Case-Based Reasoning on Images and Signals, 2008

Special issue on case-based reasoning in the health sciences.
Appl. Intell., 2008

Prototypical case mining from biomedical literature for bootstrapping a case base.
Appl. Intell., 2008

Classifying and Indexing Case-Based Reasoning Systems in the Health Sciences.
Proceedings of the ECCBR 2008, 2008

Preface: CBR in the Health Sciences.
Proceedings of the ECCBR 2008, 2008

Case-Based Reasoning in the Health Sciences: Why It Matters for the Health Sciences and for CBR.
Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008

2007
Knowledge Discovery in the Form of Prototypical Cases Using Advanced Data Mining Techniques.
Proceedings of the Advances in Data Mining. 7th Industrial Conference, 2007

The Role of Prototypical Cases in Biomedical Case-Based Reasoning.
Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

Semantic Indexing Of Images Using A Web Ontology Language.
Proceedings of the Advances in Data Mining. 7th Industrial Conference, 2007

Prototypical Cases for Knowledge Maintenance in Biomedical CBR.
Proceedings of the Case-Based Reasoning Research and Development, 2007

2006
Concept mining for indexing medical literature.
Eng. Appl. Artif. Intell., 2006

Introduction to the Special Issue on Case-Based Reasoning in the Health Sciences.
Comput. Intell., 2006

Memory Organization as the Missing Link Between Case-Based Reasoning and Information Retrieval in Biomedicine.
Comput. Intell., 2006

Case-based reasoning in the health sciences: What's next?
Artif. Intell. Medicine, 2006

Mémoire: A framework for semantic interoperability of case-based reasoning systems in biology and medicine.
Artif. Intell. Medicine, 2006

Case-based reasoning in the health sciences.
Artif. Intell. Medicine, 2006

Case Mining from Biomedical Literature.
Proceedings of the 6th Industrial Conference on Data Mining, Workshop Proceedings, 2006

Named Relationship Mining from Medical Literature.
Proceedings of the Advances in Data Mining, 2006

2005
Medical applications in case-based reasoning.
Knowl. Eng. Rev., 2005

2004
Knowledge Based Phylogenetic Classification Mining.
Proceedings of the Advances in Data Mining, 2004

Mémoire: Case Based Reasoning Meets the Semantic Web in Biology and Medicine.
Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004

2003
Case Based Reasoning for Medical Decision-Support in a Safety Critical Environment.
Proceedings of the Artificial Intelligence in Medicine, 2003

2002
Generating Practice Cases for Medical Training from a Knowledge-Based Decision-Support System.
Proceedings of the 6th European Conference ov Case Based Reasoning, 2002

1999
Secure JAVA Applets and Applications: Guidelines and Lessons Learnt from the JAVA Security Model.
Proceedings of the AMIA 1999, 1999

1998
Case-Based Reasoning in CARE-PARTNER: Gathering Evidence for Evidence-Based Medical Practice.
Proceedings of the Advances in Case-Based Reasoning, 4th European Workshop, 1998

CARE-PARTNER: a computerized knowledge-support system for stem-cell post-transplant long-term follow-up on the World-Wide-Web.
Proceedings of the AMIA 1998, 1998

1997
Distributed Reuse of Knowledge in a Computerized Decision Support System for Bone-Marrow Post-Transplant Care Over the World Wide Web.
Proceedings of the AMIA 1997, 1997

1996
Case-based reasoning with temporal data.
Proceedings of the Third International Workshop on Temporal Representation and Reasoning, 1996

1995
Incremental Concept Learning and Case-Based Reasoning: For a Co-Operative Approach.
Proceedings of the Progress in Case-Based Reasoning, 1995

A Memory Model for Reasoning both from Experimental and from Theoretical Knowlege.
Proceedings of the Fifth Scandinavian Conference on Artificial Intelligence, 1995

A Case-Based Reasoner Adaptive to Different Cognitive Tasks.
Proceedings of the Case-Based Reasoning Research and Development, 1995

Case-Based Medical Multi-Expertise: An Example in Psychiatry.
Proceedings of the Artificial Intelligence Medicine, 1995

1994
A Case-Based Reasoning System Using a Control Case-Base.
Proceedings of the Eleventh European Conference on Artificial Intelligence, 1994


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