TRANSACTIONS ON CASE-BASED REASONING (ISSN: 1867-366X)

Description

The International Journal "Transactions on Case-Based Reasoning" is a periodical appearing once a year.

Topics of interest include (but are not limited to):

Case and knowledge representation, acquisition, modeling, visualization, maintenance and management for CBR
CBR system design issues (e.g., indexing, retrieval, similarity assessment and adaptation)
System architectures and integration of CBR with other methods
Collaborative agent architectures involving CBR
CBR for signals, images, video, audio and text
Similarity assessment for signals, images, video, audio, and text
Case representation and case mining for multimedia data
Retrieval and indexing of signals, images, video, audio and text
Analogical reasoning, cognitive models, and creative reasoning approaches based on CBR
Formal, empirical, and psychological evaluations of CBR models and systems
Methodologies for developing CBR applications
Lazy-learning, instance-based learning and case-based learning
Case-based planning topics including plan adaptation, retrieval from a plan library and plan similarity
Conversational CBR for multimedia retrieval systems
Meta-learning for model improvement and parameter setting for processing with CBR
Incremental model improvement by CBR
Case base maintenance for systems with multimedia data
Case authoring
Life-time of a CBR system
Measuring coverage of case bases
Analogical reasoning for computer vision, signal processing and others
CBR in robot navigation
CBR for medical applications using multimedia data
CBR for biotechnological applications using multimedia data
CBR for chemical applications using multimedia data
Ontology learning with CBR
CBR for image processing applications
CBR for video application
Case-based approaches to scheduling, design and robot navigation
CBR and knowledge discovery, data mining, text mining
CBR software reuse and engineering redesign
Explanations, Context, and confidence in CBR
Peer-to-Peer Networks and CBR
CBR in the Semantic Web
CBR foundations
Conversational CBR
Textual CBR
Distributed CBR
CBR and uncertainty
CBR in design, diagnosis, health, law, education
Knowledge management in CBR, case and experience-based knowledge management
Case-based recommender systems
Applications of CBR (e.g., in customer support, education, electronic commerce, pattern recognition, image processing, legal reasoning, manufacturing and medicine)
Adaptive interfaces, user modeling, customization & personalization using CBR
Computer models of case-based argumentation
Fielded applications of CBR
The journal is a free on-line journal but having in parallel hardcopies of the journal. The free on-line access to the content of the paper should ensure fast and easy access to new research developments for researchers all over the world. The hardcopy of the journal can be purchased by individuals, companies, and libraries for a cost prize.
The journal is indexed/tracked/covered by dblp, Scopus, Thomson Scientific (ISI) and Google Scholar.