Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14195)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: BRACIS 2023.
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About this book
The three-volume set LNAI 14195, 14196, and 14197 constitutes the refereed proceedings of the 12th Brazilian Conference on Intelligent Systems, BRACIS 2023, which took place in Belo Horizonte, Brazil, in September 2023.
The 90 full papers included in the proceedings were carefully reviewed and selected from 242 submissions. They have been organized in topical sections as follows:
Part I: Best papers; resource allocation and planning; rules and feature extraction; AI and education; agent systems; explainability; AI models;
Part II: Transformer applications; convolutional neural networks; deep learning applications; reinforcement learning and GAN; classification; machine learning analysis;
Part III: Evolutionary algorithms; optimization strategies; computer vision; language and models; graph neural networks; pattern recognition; AI applications.
Keywords
- Artificial intelligence
- agent-based and multi-agent systems
- bioinformatics and biomedical engineering
- combinatorial and numerical optimization
- computer vision
- deep learning
- evolutionary computation and metaheuristics
- foundations of AI
- fuzzy systems
- information retrieval
- intelligent robotics
- knowledge-representation and reasoning
- pattern recognition and cluster analysis
- planning and scheduling
- reinforcement learning
- meta-learning
- natural language processing
- neural networks
Table of contents (30 papers)
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Front Matter
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Best Paper
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Front Matter
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Logic and Heuristics
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Front Matter
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Resource Allocation and Planning
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Front Matter
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Rules and Feature Extraction
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Front Matter
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Other volumes
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Intelligent Systems
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Intelligent Systems
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Intelligent Systems
Editors and Affiliations
Bibliographic Information
Book Title: Intelligent Systems
Book Subtitle: 12th Brazilian Conference, BRACIS 2023, Belo Horizonte, Brazil, September 25–29, 2023, Proceedings, Part I
Editors: Murilo C. Naldi, Reinaldo A. C. Bianchi
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-031-45368-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023
Softcover ISBN: 978-3-031-45367-0Published: 13 October 2023
eBook ISBN: 978-3-031-45368-7Published: 11 October 2023
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXVI, 483
Number of Illustrations: 30 b/w illustrations, 94 illustrations in colour
Topics: Artificial Intelligence, Computer Communication Networks, Data Mining and Knowledge Discovery, Computers and Education, Computer Applications