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ICCBR 2018: Stockholm, Sweden
- Michael T. Cox, Peter Funk, Shahina Begum:
Case-Based Reasoning Research and Development - 26th International Conference, ICCBR 2018, Stockholm, Sweden, July 9-12, 2018, Proceedings. Lecture Notes in Computer Science 11156, Springer 2018, ISBN 978-3-030-01080-5
Invited Paper
- Héctor Muñoz-Avila:
Adaptive Goal Driven Autonomy. 3-12
Main Technical Papers
- Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Answering with Cases: A CBR Approach to Deep Learning. 15-27 - Safa Ben Ayed
, Zied Elouedi, Eric Lefèvre
CEC-Model: A New Competence Model for CBR Systems Based on the Belief Function Theory. 28-44 - Isabelle Bichindaritz:
The Case for Case Based Learning. 45-61 - Susan Craw
Case Based Reasoning as a Model for Cognitive Artificial Intelligence. 62-77 - Viktor Eisenstadt, Christian Espinoza-Stapelfeld, Ada Mikyas, Klaus-Dieter Althoff:
Explainable Distributed Case-Based Support Systems: Patterns for Enhancement and Validation of Design Recommendations. 78-94 - Vahid B. Eyorokon, Pratyusha Yalamanchili, Michael T. Cox
Tangent Recognition and Anomaly Pruning to TRAP Off-Topic Questions in Conversational Case-Based Dialogues. 95-109 - Manuel Grob, Martin Kappes, Inmaculada Medina-Bulo:
Combining Case-Based Reasoning with Complex Event Processing for Network Traffic Classification. 110-123 - Julien Henriet, Françoise Greffier
AI-VT: An Example of CBR that Generates a Variety of Solutions to the Same Problem. 124-139 - Philipp Andreas Hummel, Frank Jäkel, Sascha Lange, Roland Mertelsmann:
A Textual Recommender System for Clinical Data. 140-152 - Vahid Jalali, David Leake:
Harnessing Hundreds of Millions of Cases: Case-Based Prediction at Industrial Scale. 153-169 - Jose Luis Jorro-Aragoneses
Case Base Elicitation for a Context-Aware Recommender System. 170-185 - Andreas Korger, Joachim Baumeister:
The SECCO Ontology for the Retrieval and Generation of Security Concepts. 186-201 - David Leake, Brian Schack:
Exploration vs. Exploitation in Case-Base Maintenance: Leveraging Competence-Based Deletion with Ghost Cases. 202-218 - Daniel López Sánchez, Juan M. Corchado, Angélica González Arrieta
Dynamic Detection of Radical Profiles in Social Networks Using Image Feature Descriptors and a Case-Based Reasoning Methodology. 219-232 - Florent Marie, Lisa Corbat
Segmentation of Kidneys Deformed by Nephroblastoma Using Case-Based Reasoning. 233-248 - Stewart Massie
FITsense: Employing Multi-modal Sensors in Smart Homes to Predict Falls. 249-263 - Katherine Metcalf, David Leake:
Embedded Word Representations for Rich Indexing: A Case Study for Medical Records. 264-280 - Mirjam Minor, Alexander Herborn, Dierk Jordan:
Case-Based Data Masking for Software Test Management. 281-291 - Maximiliano Miranda, Antonio A. Sánchez-Ruiz, Federico Peinado:
A CBR Approach for Imitating Human Playing Style in Ms. Pac-Man Video Game. 292-308 - Mehmet Oguz Mülâyim
Perks of Being Lazy: Boosting Retrieval Performance. 309-322 - Hoda Nikpour, Agnar Aamodt
Bayesian-Supported Retrieval in BNCreek: A Knowledge-Intensive Case-Based Reasoning System. 323-338 - Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Kay Cooper
Personalised Human Activity Recognition Using Matching Networks. 339-353 - Anbarasu Sekar, Devi Ganesan, Sutanu Chakraborti:
Why Did Naethan Pick Android over Apple? Exploiting Trade-offs in Learning User Preferences. 354-368 - Barry Smyth
An Analysis of Case Representations for Marathon Race Prediction and Planning. 369-384 - Rotem Stram, Pascal Reuss, Klaus-Dieter Althoff:
Dynamic Case Bases and the Asymmetrical Weighted One-Mode Projection. 385-398 - J. T. Turner, Michael W. Floyd, Kalyan Moy Gupta, David W. Aha:
Novel Object Discovery Using Case-Based Reasoning and Convolutional Neural Networks. 399-414 - Deepika Verma, Kerstin Bach
Modelling Similarity for Comparing Physical Activity Profiles - A Data-Driven Approach. 415-430 - Rosina O. Weber
Investigating Textual Case-Based XAI. 431-447 - Anjana Wijekoon
Improving kNN for Human Activity Recognition with Privileged Learning Using Translation Models. 448-463 - Christian Zeyen, Maximilian Hoffmann
Considering Nutrients During the Generation of Recipes by Process-Oriented Case-Based Reasoning. 464-479 - Bo Zheng, Xin Lin, Yanghua Xiao, Jing Yang, Liang He:
An Effective Method for Identifying Unknown Unknowns with Noisy Oracle. 480-495
Special Track: Computational Analogy
- Fadi Badra, Karima Sedki, Adrien Ugon
On the Role of Similarity in Analogical Transfer. 499-514 - Myriam Bounhas, Marc Pirlot
Predicting Preferences by Means of Analogical Proportions. 515-531 - João Gonçalves, Pedro Martins
A Fast Mapper as a Foundation for Forthcoming Conceptual Blending Experiments. 532-547 - Yuzhong Hong, Yves Lepage:
Production of Large Analogical Clusters from Smaller Example Seed Clusters Using Word Embeddings. 548-562 - Yves Lepage, Jean Lieber:
Case-Based Translation: First Steps from a Knowledge-Light Approach Based on Analogy to a Knowledge-Intensive One. 563-579 - Jean Lieber, Emmanuel Nauer, Henri Prade, Gilles Richard:
Making the Best of Cases by Approximation, Interpolation and Extrapolation. 580-596 - Pierre-Alexandre Murena, Antoine Cornuéjols, Jean-Louis Dessalles
Opening the Parallelogram: Considerations on Non-Euclidean Analogies. 597-611 - Rafik Rhouma, Philippe Langlais:
Experiments in Learning to Solve Formal Analogical Equations. 612-626
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