ICCBR 2021 : International Conference on Case-Based Reasoning

in Conferences   Posted on November 20, 2020 

Conference Information

Submission Deadline Wednesday 05 May 2021 Proceedings indexed by :
Conference Dates Sep 11, 2021 - Sep 16, 2021
Conference Address Salamanca, Spain
Conference & Submission Link https://iccbr21.org/
Conference Organizers : ( Deadline extended ? Click here to edit )

Conference Ranking & Metrics (This is a TOP Conference)

Impact Score 1.32
#Contributing Top Scientists 5
#Papers published by Top Scientists 17
Google Scholar H5-index 12
Number of Editions: 29
Guide2Research Overall Ranking: 765
Category Rankings
Machine Learning & Artificial Intelligence 169
Software Engineering & Programming 182
Proceedings https://link.springer.com/conference/iccbr

Conference Call for Papers

CBR ACROSS BRIDGES means that this conference welcomes submissions and participation from members of all AI and related research communities, practitioners, and newcomers to CBR, and especially encourages submissions that bridge these groups. We also encourage submissions that compare and integrate CBR with other AI methods, such as with deep learning architectures, reinforcement learning, lifelong learning, and eXplainable AI (XAI). We welcome studies that empirically compare the performance of case-based learning with other machine learning approaches. In terms of applications, we especially welcome investigations concerning human factors, ethics, trust, safe AI, and accountability.

In addition to the emphasized areas above, we welcome submissions relevant to all areas of CBR, including (but not limited to):

CBR ACROSS BRIDGES

Continual/lifelong learning
Reinforcement learning
eXplainable AI, transparency, accountability, interpretability
Analogical reasoning, cognitive models, and creative reasoning
Cloud CBR
Big data
Intelligent agents, perception, and action
Machine learning (e.g., deep, instance-based/lazy, relational)
Natural language processing, language models, dialogues
Databases and information retrieval
Robotics and human-robot interaction/teaming
Web CBR
Artificial general intelligence
Causal reasoning
EMERGING AND DEPLOYED APPLICATIONS

AI for the Social Good
Internet of things
Cooking
Knowledge management
Technical support
E-science, cyberinfrastructure, scientific workflows
Economics
Education (including distance learning)
Energy, logistics, traffic
Finance
Game AI
Medicine, health, sports
Science, engineering
CBR TASKS

Design
Planning
Social CBR
Textual CBR
Recommender systems
User modeling, and personalization
Temporal reasoning (e.g., reasoning with traces, time series)
Workflow management and process-oriented CBR
Conversational CBR
FOUNDATIONS

CBR agents
Case representation
Case retrieval, indexing, and similarity measures
Complex, structural, and advanced similarity functions
Similarity metric learning
Case reuse, adaptation, revision, and combination
Case authoring, elicitation, and visualization
Confidence and uncertainty
Distributed CBR
Evaluation
Case-base maintenance

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