Case Based Reasoning Research and Development 26th International Conference ICCBR 2018 Stockholm Sweden July 9 12 2018 Proceedings 1st Edition by Michael T Cox, Peter Funk, Shahina Begum ISBN 3030010805 978-3030010805

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Product details:

ISBN 10: 3030010805 

ISBN 13: 978-3030010805

Author: Michael T. Cox, Peter Funk, Shahina Begum

This book constitutes the refereed proceedings of the 26th International Conference on Case-Based Reasoning Research and Development, ICCBR 2018, held in Stockholm, Sweden, in July 2018.

The 39 full papers presented in this book were carefully reviewed and selected from 77 submissions. The theme of ICCBR-2017, “The Future of CBR”, was highlighted by several activities.

These papers, which are included in the proceedings, address many themes related to the theory and application of case-based reasoning and its future direction. Topics included multiple papers on textual CBR and a number of cognitive and human oriented papers as well as hybrid research between CBR and machine learning.

Table of contents: 

1. Adaptive Goal Driven Autonomy

2. Answering with Cases: A CBR Approach to Deep Learning

3. CEC-Model: A New Competence Model for CBR Systems Based on the Belief Function Theory

4. The Case for Case Based Learning

5. Case Based Reasoning as a Model for Cognitive Artificial Intelligence

6. Explainable Distributed Case-Based Support Systems: Patterns for Enhancement and Validation of Design Recommendations

7. Tangent Recognition and Anomaly Pruning to TRAP Off-Topic Questions in Conversational Case-Based Dialogues

8. Combining Case-Based Reasoning with Complex Event Processing for Network Traffic Classification

9. AI-VT: An Example of CBR that Generates a Variety of Solutions to the Same Problem

10. A Textual Recommender System for Clinical Data

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

12. Case Base Elicitation for a Context-Aware Recommender System

13. The SECCO Ontology for the Retrieval and Generation of Security Concepts

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

15. Dynamic Detection of Radical Profiles in Social Networks Using Image Feature Descriptors and a Case-Based Reasoning Methodology

16. Segmentation of Kidneys Deformed by Nephroblastoma Using Case-Based Reasoning

17. FITsense: Employing Multi-modal Sensors in Smart Homes to Predict Falls

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

19. Case-Based Data Masking for Software Test Management

20. A CBR Approach for Imitating Human Playing Style in Ms. Pac-Man Video Game

21. Perks of Being Lazy: Boosting Retrieval Performance

22. Bayesian-Supported Retrieval in BNCreek: A Knowledge-Intensive Case-Based Reasoning System

23. Personalised Human Activity Recognition Using Matching Networks

24. Why Did Naethan Pick Android over Apple? Exploiting Trade-offs in Learning User Preferences

25. An Analysis of Case Representations for Marathon Race Prediction and Planning

26. Dynamic Case Bases and the Asymmetrical Weighted One-Mode Projection

27. Novel Object Discovery Using Case-Based Reasoning and Convolutional Neural Networks

28. Modelling Similarity for Comparing Physical Activity Profiles – A Data-Driven Approach

29. Investigating Textual Case-Based XAI

30. Improving kNN for Human Activity Recognition with Privileged Learning Using Translation Models

31. Considering Nutrients During the Generation of Recipes by Process-Oriented Case-Based Reasoning

32. An Effective Method for Identifying Unknown Unknowns with Noisy Oracle

33. On the Role of Similarity in Analogical Transfer

34. Predicting Preferences by Means of Analogical Proportions

35. A Fast Mapper as a Foundation for Forthcoming Conceptual Blending Experiments

36. Production of Large Analogical Clusters from Smaller Example Seed Clusters Using Word Embeddings

37. Case-Based Translation: First Steps from a Knowledge-Light Approach Based on Analogy to a Knowledge-Intensive One

38. Making the Best of Cases by Approximation, Interpolation and Extrapolation

39. Opening the Parallelogram: Considerations on Non-Euclidean Analogies

40. Experiments in Learning to Solve Formal Analogical Equations

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Tags: Michael T Cox, Peter Funk, Shahina Begum, Reasoning Research, Development, Stockholm Proceedings