Artificial Intelligence, Machine Learning and Reasoning in Health Informatics—An Overview
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[1] Louis-Philippe Morency,et al. Multimodal Machine Learning: A Survey and Taxonomy , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[2] Michael Q. Zhang,et al. Evaluation and comparison of clustering algorithms in analyzing es cell gene expression data , 2002 .
[3] Gerard Salton,et al. Term-Weighting Approaches in Automatic Text Retrieval , 1988, Inf. Process. Manag..
[4] Ray Bareiss,et al. Exemplar-Based Knowledge Acquisition: A Unified Approach to Concept Representation, Classification, and Learning , 1990 .
[5] Mobyen Uddin Ahmed,et al. A CASE‐BASED DECISION SUPPORT SYSTEM FOR INDIVIDUAL STRESS DIAGNOSIS USING FUZZY SIMILARITY MATCHING , 2009, Comput. Intell..
[6] Bruce Porter,et al. Protos: a unified approach to concept representation, classification, and learning , 1988 .
[7] Koton Phyllis,et al. Using experience in learning and problem solving , 1988 .
[8] E. Mizutani,et al. Neuro-Fuzzy and Soft Computing-A Computational Approach to Learning and Machine Intelligence [Book Review] , 1997, IEEE Transactions on Automatic Control.
[9] I A Basheer,et al. Artificial neural networks: fundamentals, computing, design, and application. , 2000, Journal of microbiological methods.
[10] Gerard Salton,et al. A vector space model for automatic indexing , 1975, CACM.
[11] Janet L. Kolodner,et al. Reconstructive Memory: A Computer Model , 1983, Cogn. Sci..
[12] Mobyen Uddin Ahmed,et al. Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).
[13] Javier Bajo,et al. GerAmi: Improving Healthcare Delivery in Geriatric Residences , 2008, IEEE Intelligent Systems.
[14] Gitte Lindgaard,et al. Intelligent decision support in medicine: back to Bayes? , 2007, ECCE '07.
[15] Lotfi A. Zadeh,et al. Outline of a New Approach to the Analysis of Complex Systems and Decision Processes , 1973, IEEE Trans. Syst. Man Cybern..
[16] Santiago Ontañón,et al. Collaborative Case Retention Strategies for CBR Agents , 2003, ICCBR.
[17] Somporn Chuai-Aree. FUZZY C-MEAN: A STATISTICAL FEATURE CLASSIFICATION OF TEXT AND IMAGE SEGMENTATION METHOD , 2001 .
[18] Kevin D. Ashley,et al. Textual case-based reasoning , 2005, Knowl. Eng. Rev..
[19] Ii Robert J. Marks. Fuzzy Logic Technology and Applications I , 1994 .
[20] Peter Funk,et al. Clinical decision-support for diagnosing stress-related disorders by applying psychophysiological medical knowledge to an instance-based learning system , 2006, Artif. Intell. Medicine.
[21] Lotfi A. Zadeh,et al. Fuzzy Sets , 1996, Inf. Control..
[22] Barry Smyth,et al. Retrieval, reuse, revision and retention in case-based reasoning , 2005, The Knowledge Engineering Review.
[23] Abdulkadir Sengur,et al. Comparison of clustering algorithms for analog modulation classification , 2006 .
[24] Jan Łukasiewicz,et al. A System of Modal Logic , 1953 .
[25] Davood Salmani,et al. FUZZY AND RESEARCH PARADIGMS RELATIONSHIP: A MUTUAL CONTRIBUTION , 2008 .
[26] Arthur L. Samuel,et al. Some studies in machine learning using the game of checkers , 2000, IBM J. Res. Dev..
[27] Guoqiang Peter Zhang,et al. Neural networks for classification: a survey , 2000, IEEE Trans. Syst. Man Cybern. Part C.
[28] Larry Wos,et al. Automated Reasoning: Introduction and Applications , 1984 .
[29] Christian P. Robert,et al. Machine Learning, a Probabilistic Perspective , 2014 .
[30] Léon Bottou,et al. From machine learning to machine reasoning , 2011, Machine Learning.
[31] Stefania Montani,et al. Exploring new roles for case-based reasoning in heterogeneous AI systems for medical decision support , 2008, Applied Intelligence.
[32] Anil K. Jain,et al. Statistical Pattern Recognition: A Review , 2000, IEEE Trans. Pattern Anal. Mach. Intell..
[33] D. Larose. k‐Nearest Neighbor Algorithm , 2005 .
[34] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[35] Marti A. Hearst. Trends & Controversies: Support Vector Machines , 1998, IEEE Intell. Syst..
[36] Leo Breiman,et al. Bagging Predictors , 1996, Machine Learning.
[37] Vladimir Vapnik,et al. Principles of Risk Minimization for Learning Theory , 1991, NIPS.
[38] Cynthia R. Marling,et al. The 4 Diabetes Support System: A Case Study in CBR Research and Development , 2011, ICCBR.
[39] Ian D. Watson,et al. Applying case-based reasoning - techniques for the enterprise systems , 1997 .
[40] Janet L. Kolodner,et al. Case-Based Reasoning , 1989, IJCAI 1989.
[41] Trevor Hastie,et al. The Elements of Statistical Learning , 2001 .
[42] Chuen-Tsai Sun,et al. Neuro-fuzzy And Soft Computing: A Computational Approach To Learning And Machine Intelligence [Books in Brief] , 1997, IEEE Transactions on Neural Networks.
[43] Ian H. Witten,et al. Chapter 10 – Deep learning , 2017 .
[44] Ralph Bergmann,et al. DOI: 10.1017/S000000000000000 Printed in the United Kingdom Representation in case-based reasoning , 2022 .
[45] Cynthia R. Marling,et al. Case-Based Decision Support for Patients with Type 1 Diabetes on Insulin Pump Therapy , 2008, ECCBR.
[46] Cynthia R. Marling,et al. Case-Based Reasoning in the Care of Alzheimer's Disease Patients , 2001, ICCBR.
[47] P. Drew,et al. Artificial neural networks. , 2000, Surgery.
[48] Srinath Perera,et al. Case-based design: A review and analysis of building design applications , 1997, Artificial Intelligence for Engineering Design, Analysis and Manufacturing.
[49] Jr. Robert Lee Simpson,et al. A computer model of case-based reasoning in problem solving: an investigation in the domain of dispute mediation (analogy, machine learning, conceptual memory) , 1985 .
[50] Jason Weston,et al. Gene Selection for Cancer Classification using Support Vector Machines , 2002, Machine Learning.
[51] Agnar Aamodt,et al. Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches , 1994, AI Commun..
[52] A. Kolmogorov. On Logical Foundations of Probability Theory , 1983 .