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2020 – today
- 2023
[j23]María-Eugenia Pérez-Pons
, Javier Parra-Domínguez, Guillermo Hernández, Isabelle Bichindaritz, Juan M. Corchado:
OCI-CBR: A hybrid model for decision support in preference-aware investment scenarios. Expert Syst. Appl. 211: 118568 (2023)- [c56]Isabelle Bichindaritz, Guanghui Liu:
Synergies Between Case-Based Reasoning and Deep Learning for Survival Analysis in Oncology. ICCBR 2023: 19-33 - 2022
- [c55]Isabelle Bichindaritz, Guanghui Liu:
Feature Integration and Feature Augmentation for Predicting GPCR-Drug Interaction. FLAIRS 2022 - 2021
- [j22]Isabelle Bichindaritz, Guanghui Liu, Christopher L. Bartlett:
Integrative survival analysis of breast cancer with gene expression and DNA methylation data. Bioinform. 37(17): 2601-2608 (2021) - [c54]Isabelle Bichindaritz, Christopher L. Bartlett, Guanghui Liu:
Predicting with Confidence: A Case-Based Reasoning Framework for Predicting Survival in Breast Cancer. FLAIRS 2021 - 2020
- [j21]Guang-Hui Liu, Bei-Wei Zhang, Gang Qian, Bin Wang, Bo Mao, Isabelle Bichindaritz:
Bioimage-Based Prediction of Protein Subcellular Location in Human Tissue with Ensemble Features and Deep Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 17(6): 1966-1980 (2020) - [c53]Isabelle Bichindaritz, Guanghui Liu, Christopher L. Bartlett:
Survival Prediction of Breast Cancer Patient from Gene Methylation Data with Deep LSTM Network and Ordinal Cox Model. FLAIRS 2020: 353-356 - [c52]Christopher L. Bartlett, Guanghui Liu, Isabelle Bichindaritz:
Case-Based Reasoning for the Analysis of Methylation Data in Oncology. FLAIRS 2020: 401-406 - [c51]Christopher L. Bartlett, Guanghui Liu, Isabelle Bichindaritz:
Classifying Breast Cancer Tissue Through DNA Methylation and Clinical Covariate Based Retrieval. ICCBR 2020: 82-96 - [c50]Isabelle Bichindaritz, Guanghui Liu, Christopher L. Bartlett:
Survival Analysis of Breast Cancer Utilizing Integrated Features with Ordinal Cox Model and Auxiliary Loss. ICDM 2020: 105-127
2010 – 2019
- 2019
- [c49]Christopher L. Bartlett, Stephen J. Glatt, Isabelle Bichindaritz:
Machine Learning and Feature Selection for the Classification of Mental Disorders from Methylation Data. AIME 2019: 311-321 - [c48]Isabelle Bichindaritz, Stefania Montani:
Workshop preface. ICCBR Workshops 2019: 85-86 - [c47]Christopher L. Bartlett, Isabelle Bichindaritz:
Case-based Reasoning for the Analysis of Methylation Data in Oncology. ICCBR Workshops 2019: 108-117 - [e7]Fernando Koch, Andrew Koster, David Riaño, Sara Montagna, Michael Schumacher, Annette ten Teije, Christian Guttmann, Manfred Reichert, Isabelle Bichindaritz, Pau Herrero, Richard Lenz, Beatriz López, Cindy Marling, Clare Martin, Stefania Montani, Nirmalie Wiratunga:
Artificial Intelligence in Health - First International Workshop, AIH@IJCAI 2018, Stockholm, Sweden, July 13-14, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11326, Springer 2019, ISBN 978-3-030-12737-4 [contents] - 2018
- [c46]Cassie Breen, Isabelle Bichindaritz, Sarah K. Colletta, Orion Roeder:
JustoCat Pet Robot and Patient Care: A Study of Benefits Provided to Elderly Dementia Patients, Caregivers and Health Care Providers. AMIA 2018 - [c45]Joseph Miles, Daniel Szakielo, Angela Kiddle, Isabelle Bichindaritz:
Using Machine Learning to Predict Falls in Inpatient Rehabilitation Residents. AMIA 2018 - [c44]Isabelle Bichindaritz, Charles Englebert, Angelina Regua, Leszek Kotula:
Feature Selection and Case-Based Reasoning for Survival Analysis in Bioinformatics. FLAIRS 2018: 371-376 - [c43]Isabelle Bichindaritz:
The Case for Case Based Learning. ICCBR 2018: 45-61 - [e6]Isabelle Bichindaritz, Christian Guttmann, Pau Herrero, Fernando Koch, Andrew Koster, Richard Lenz, Beatriz López Ibáñez, Cindy Marling, Clare Martin, Sara Montagna, Stefania Montani, Manfred Reichert, David Riaño, Michael Ignaz Schumacher, Annette ten Teije, Nirmalie Wiratunga:
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), co-located with AAMAS 2018, ICML 2018, IJCAI 2018 and ICCBR 2018, Stockholm, Sweden, July 13-14, 2018. CEUR Workshop Proceedings 2142, CEUR-WS.org 2018 [contents] - 2017
- [c42]Isabelle Bichindaritz, Cindy Marling, Stefania Montani:
Recent Themes in Case-Based Reasoning and Knowledge Discovery. FLAIRS 2017: 499-502 - [c41]Dongxiao Gu, Jingjing Li, Isabelle Bichindaritz, Shuyuan Deng, Changyong Liang:
The Mechanism of Influence of a Case-Based Health Knowledge System on Hospital Management Systems. ICCBR 2017: 139-153 - [c40]Isabelle Bichindaritz, Thomas Quinn:
Feature Selection for Survival Analysis in Bioinformatics. BAI@IJCAI 2017: 30-35 - [c39]Dongxiao Gu, Bo Liu, Isabelle Bichindaritz, Changyong Liang:
Temporal Evolution, Research Themes, and Emerging Trends in Case-Based Reasoning Literature. CLBib@ISSI 2017: 5-18 - 2015
- [c38]N. Keshan, P. V. Parimi, Isabelle Bichindaritz:
Machine learning for stress detection from ECG signals in automobile drivers. IEEE BigData 2015: 2661-2669 - [c37]Isabelle Bichindaritz:
Data Mining Methods for Case-Based Reasoning in Health Sciences. ICCBR (Workshops) 2015: 184-198 - 2014
- [j20]Isabelle Bichindaritz, Cindy Marling, Stefania Montani:
Preface for the special section on case-based reasoning in the health sciences. Expert Syst. Appl. 41(2): 247-248 (2014) - [j19]Cindy Marling, Stefania Montani, Isabelle Bichindaritz, Peter Funk:
Synergistic case-based reasoning in medical domains. Expert Syst. Appl. 41(2): 249-259 (2014) - [c36]Jason A. Chase, Isabelle Bichindaritz:
Design of an Online Rabies Vaccination Information System. AMIA 2014 - [c35]Isabelle Bichindaritz:
Case Mining for Research Findings in a Case-based Reasoning System in the Biology of Aging. InMed 2014: 203-212 - 2012
- [j18]Isabelle Bichindaritz, Stefania Montani:
Report on the Eighteenth International Conference on Case-Based Reasoning. AI Mag. 33(1): 79-82 (2012) - [j17]Chang-yong Liang, Dongxiao Gu, Isabelle Bichindaritz, Xingguo Li, Chun-rong Zuo, Wenen Cheng:
Integrating gray system theory and logistic regression into case-based reasoning for safety assessment of thermal power plants. Expert Syst. Appl. 39(5): 5154-5167 (2012) - [j16]Dongxiao Gu, Chang-yong Liang, Isabelle Bichindaritz, Chun-rong Zuo, Jun Wang:
A case-based knowledge system for safety evaluation decision making of thermal power plants. Knowl. Based Syst. 26: 185-195 (2012) - [c34]Isabelle Bichindaritz:
Research Themes in the Case-Based Reasoning in Health Sciences Core Literature. ICDM 2012: 9-23 - [c33]Isabelle Bichindaritz:
Architectural Framework for a Case-Based Reasoning System for Data Mining Experience Management. ICDM (Workshops) 2012: 185-196 - [e5]Isabelle Bichindaritz, Petra Perner, Georg Ruß, Rainer Schmidt:
Advances in Data Mining, 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 2012, Workshop Proceedings, Workshop on Case-Based Reasoning CBR-MD 2012, Workshop on Data Mining in Agriculture DMA 2012, Workshop on Data Mining in Life Sciences DMLS 2012, Workshop on Data Mining in Marketing DMM 2012. ibai Publishing 2012, ISBN 978-3-942952-16-3 [contents] - 2011
- [j15]Isabelle Bichindaritz, Stefania Montani:
Advances in case-based reasoning in the health sciences. Artif. Intell. Medicine 51(2): 75-79 (2011) - [j14]Isabelle Bichindaritz:
Editorial. Trans. Case Based Reason. 4(1): 1-2 (2011) - [c32]Isabelle Bichindaritz:
Comparison of Reuse Strategies for Case-Based Classification in Bioinformatics. ICCBR 2011: 393-407 - [c31]Dongxiao Gu, Chang-yong Liang, Chun-rong Zuo, Isabelle Bichindaritz, Jun Wang, Wen-en Chen:
A Case-based Enterprise Information System for Thermal Power Plants' Safety Assessment. ICEIS (2) 2011: 32-39 - [c30]Isabelle Bichindaritz:
Methods in Case-Based Classification in Bioinformatics: Lessons Learned. ICDM 2011: 300-313 - 2010
- [c29]Isabelle Bichindaritz, Amalia Annest:
Case Based Reasoning with Bayesian Model Averaging: An Improved Method for Survival Analysis on Microarray Data. ICCBR 2010: 346-359 - [c28]Isabelle Bichindaritz:
Bioinformatics Contributions to Data Mining. ICDM 2010: 17-27 - [e4]Isabelle Bichindaritz, Stefania Montani:
Case-Based Reasoning. Research and Development, 18th International Conference on Case-Based Reasoning, ICCBR 2010, Alessandria, Italy, July 19-22, 2010. Proceedings. Lecture Notes in Computer Science 6176, Springer 2010, ISBN 978-3-642-14273-4 [contents]
2000 – 2009
- 2009
- [j13]Isabelle Bichindaritz, Stefania Montani:
Introduction to the Special Issue on Case-Based Reasoning in the Health Sciences. Comput. Intell. 25(3): 161-164 (2009) - [j12]Isabelle Bichindaritz:
Prototypical Cases for Retrieval, Reuse, and Knowledge Maintenance in Biomedical Case-Based Reasoning. Comput. Intell. 25(3): 214-234 (2009) - [j11]Gowri Allampalli-Nagaraj, Isabelle Bichindaritz:
Automatic semantic indexing of medical images using a web ontology language for case-based image retrieval. Eng. Appl. Artif. Intell. 22(1): 18-25 (2009) - [j10]Isabelle Bichindaritz:
Role and Significance of Case-based Reasoning in the Health Sciences. Künstliche Intell. 23(1): 12-17 (2009) - [c27]Isabelle Bichindaritz, John C. Reed Jr.:
Methodology for Classifying and Indexing Case-Based Reasoning Systems in the Health Sciences. FLAIRS 2009 - 2008
- [j9]Isabelle Bichindaritz, Stefania Montani, Luigi Portinale:
Special issue on case-based reasoning in the health sciences. Appl. Intell. 28(3): 207-209 (2008) - [j8]Isabelle Bichindaritz:
Prototypical case mining from biomedical literature for bootstrapping a case base. Appl. Intell. 28(3): 222-237 (2008) - [c26]Isabelle Bichindaritz:
Case-Based Reasoning in the Health Sciences: Why It Matters for the Health Sciences and for CBR. ECCBR 2008: 1-17 - [c25]Isabelle Bichindaritz, Stefania Montani:
Preface: CBR in the Health Sciences. ECCBR Workshops 2008: 55-56 - [c24]John C. Reed Jr., Isabelle Bichindaritz:
Classifying and Indexing Case-Based Reasoning Systems in the Health Sciences. ECCBR Workshops 2008: 99-113 - [c23]John C. Reed Jr., Isabelle Bichindaritz:
Classifying and Indexing Case-Based Reasoning Systems in the Health Sciences. ICDM (Posters and Workshops) 2008: 72-85 - [p1]Isabelle Bichindaritz:
Memory Structures and Organization in Case-Based Reasoning. Case-Based Reasoning on Images and Signals 2008: 175-194 - [e3]Isabelle Bichindaritz, Petra Perner, Linda G. Shapiro:
Advances in Data Mining. 8th Industrial Conference, ICDM 2008, Leipzig, Germany, July 2008, Poster and Workshop Proceedings. ibai Publishing 2008, ISBN 978-3-940501-03-5 [contents] - 2007
- [c22]Isabelle Bichindaritz:
Prototypical Cases for Knowledge Maintenance in Biomedical CBR. ICCBR 2007: 492-506 - [c21]Rathnavel Rajagopal, Isabelle Bichindaritz:
Knowledge Discovery in the Form of Prototypical Cases Using Advanced Data Mining Techniques. ICDM (Posters and Workshops) 2007: 30-39 - [c20]Gowri Allampalli-Nagaraj, Isabelle Bichindaritz:
Semantic Indexing Of Images Using A Web Ontology Language. ICDM (Posters and Workshops) 2007: 50-60 - [c19]Isabelle Bichindaritz:
The Role of Prototypical Cases in Biomedical Case-Based Reasoning. ICDM 2007: 184-198 - [e2]Isabelle Bichindaritz, Petra Perner:
Advances in Data Mining. 7th Industrial Conference, ICDM 2007, Leipzig, Germany, July 2007, Poster and Workshop Proceedings. IBaI Report, 2007 [contents] - 2006
- [j7]Isabelle Bichindaritz:
Case-based reasoning in the health sciences. Artif. Intell. Medicine 36(2): 121-125 (2006) - [j6]Isabelle Bichindaritz, Cindy Marling:
Case-based reasoning in the health sciences: What's next? Artif. Intell. Medicine 36(2): 127-135 (2006) - [j5]Isabelle Bichindaritz:
Mémoire: A framework for semantic interoperability of case-based reasoning systems in biology and medicine. Artif. Intell. Medicine 36(2): 177-192 (2006) - [j4]Isabelle Bichindaritz, Cindy Marling:
Introduction to the Special Issue on Case-Based Reasoning in the Health Sciences. Comput. Intell. 22(3-4): 143-147 (2006) - [j3]Isabelle Bichindaritz:
Memory Organization as the Missing Link Between Case-Based Reasoning and Information Retrieval in Biomedicine. Comput. Intell. 22(3-4): 148-160 (2006) - [j2]Isabelle Bichindaritz, Sarada Akkineni:
Concept mining for indexing medical literature. Eng. Appl. Artif. Intell. 19(4): 411-417 (2006) - [c18]Isabelle Bichindaritz:
Named Relationship Mining from Medical Literature. ICDM 2006: 64-75 - [c17]Isabelle Bichindaritz:
Case Mining from Biomedical Literature. ICDM (Workshops) 2006: 119-129 - [e1]Petra Perner, Ovidio Salvetti, Isabelle Bichindaritz:
6th Industrial Conference on Data Mining, Workshop Proceedings, ICDM 2006, Leipzig, Germany, July 14-15, 2006. IBaI Report, 2006 [contents] - 2005
- [j1]Alec Holt, Isabelle Bichindaritz, Rainer Schmidt, Petra Perner:
Medical applications in case-based reasoning. Knowl. Eng. Rev. 20(3): 289-292 (2005) - [c16]Isabelle Bichindaritz:
Memory Organization as the Missing Link between Case Based Reasoning and Information Retrieval in Biomedicine. ICCBR Workshops 2005: 18-31 - [c15]Isabelle Bichindaritz, Sarada Akkineni:
Concept Mining for Indexing Medical Literature. MLDM 2005: 682-691 - 2004
- [c14]Isabelle Bichindaritz:
Mémoire: Case Based Reasoning Meets the Semantic Web in Biology and Medicine. ECCBR 2004: 47-61 - [c13]Isabelle Bichindaritz, Stephen Potter:
Knowledge Based Phylogenetic Classification Mining. ICDM 2004: 163-172 - 2003
- [c12]Isabelle Bichindaritz, Carol Moinpour, Emin Kansu, Gary Donaldson, Nigel Bush, Keith M. Sullivan:
Case Based Reasoning for Medical Decision-Support in a Safety Critical Environment. AIME 2003: 314-323 - 2002
- [c11]Isabelle Bichindaritz, Keith M. Sullivan:
Generating Practice Cases for Medical Training from a Knowledge-Based Decision-Support System. ECCBR Workshops 2002: 3-14
1990 – 1999
- 1999
- [c10]Isabelle Bichindaritz, Muriel F. Siadak, Jane Jocom, Carol Moinpour, Gary Donaldson, Nigel Bush, Michael K. Chapko, Keith M. Sullivan:
Secure JAVA Applets and Applications: Guidelines and Lessons Learnt from the JAVA Security Model. AMIA 1999 - 1998
- [c9]Isabelle Bichindaritz, Muriel F. Siadak, Jane Jocom, Carol Moinpour, Emin Kansu, Gary Donaldson, Nigel Bush, Michael K. Chapko, Jeffrey M. Bradshaw, Keith M. Sullivan:
CARE-PARTNER: a computerized knowledge-support system for stem-cell post-transplant long-term follow-up on the World-Wide-Web. AMIA 1998 - [c8]Isabelle Bichindaritz, Emin Kansu, Keith M. Sullivan:
Case-Based Reasoning in CARE-PARTNER: Gathering Evidence for Evidence-Based Medical Practice. EWCBR 1998: 334-345 - 1997
- [c7]Isabelle Bichindaritz, Jeffrey M. Bradshaw, Keith M. Sullivan:
Distributed Reuse of Knowledge in a Computerized Decision Support System for Bone-Marrow Post-Transplant Care Over the World Wide Web. AMIA 1997 - 1996
- [c6]Isabelle Bichindaritz, E. Conlon:
Case-based reasoning with temporal data. TIME 1996: 152-159 - 1995
- [c5]Isabelle Bichindaritz:
Case-Based Medical Multi-Expertise: An Example in Psychiatry. AIME 1995: 395-396 - [c4]Isabelle Bichindaritz:
A Case-Based Reasoner Adaptive to Different Cognitive Tasks. ICCBR 1995: 390-400 - [c3]Isabelle Bichindaritz:
A Memory Model for Reasoning both from Experimental and from Theoretical Knowlege. SCAI 1995: 348-352 - [c2]Isabelle Bichindaritz:
Incremental Concept Learning and Case-Based Reasoning: For a Co-Operative Approach. UK Workshop on Case-Based Reasoning 1995: 91-106 - 1994
- [c1]Isabelle Bichindaritz:
A Case-Based Reasoning System Using a Control Case-Base. ECAI 1994: 38-42
Coauthor Index
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