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Advances in Selected Artificial Intelligence Areas, 2022
- Maria Virvou, George A. Tsihrintzis, Lakhmi C. Jain:
Advances in Selected Artificial Intelligence Areas - World Outstanding Women in Artificial Intelligence. Springer 2022, ISBN 978-3-030-93051-6 - Maria Virvou, George A. Tsihrintzis, Lakhmi C. Jain:
Introduction to Advances in Selected Artificial Intelligence Areas. 1-7
Advances in Artificial Intelligence Paradigms
- Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Laura Morán-Fernández, Brais Cancela:
Feature Selection: From the Past to the Future. 11-34 - Urszula Stanczyk:
Application of Rough Set-Based Characterisation of Attributes in Feature Selection and Reduction. 35-55 - Mika Sato-Ilic:
Advances in Fuzzy Clustering Used in Indicator for Individuality. 57-75 - Alessandra Lumini, Loris Nanni, Sheryl Brahnam:
Pushing the Limits Against the No Free Lunch Theorem: Towards Building General-Purpose (GenP) Classification Systems. 77-102 - Dawn E. Holmes:
Bayesian Networks: Theory and Philosophy. 103-119
Advances in Artificial Intelligence Applications
- Marina L. Gavrilova, Iryna Luchak, Tanuja Sudhakar, Sanjida Nasreen Tumpa:
Artificial Intelligence in Biometrics: Uncovering Intricacies of Human Body and Mind. 123-169 - Margarita N. Favorskaya:
Early Smoke Detection in Outdoor Space: State-of-the-Art, Challenges and Methods. 171-208 - Richi Nayak, Hee Sook Baek:
Machine Learning for Identifying Abusive Content in Text Data. 209-229 - Jouhaina Chaouachi, Olfa Harrabi:
Toward Artifical Intelligence Tools for Solving the Real World Problems: Effective Hybrid Genetic Algorithms Proposal. 231-254 - Smaranda Belciug:
Artificial Neural Networks for Precision Medicine in Cancer Detection. 255-267
Recent Trends in Artificial Intelligence Areas and Applications
- Cecilia Zanni-Merk, Anne Jeannin-Girardon:
Towards the Joint Use of Symbolic and Connectionist Approaches for Explainable Artificial Intelligence. 271-286 - Daniela López De Luise:
Linguistic Intelligence As a Root for Computing Reasoning. 287-332 - Liana Razmerita, Armelle Brun, Thierry Nabeth:
Collaboration in the Machine Age: Trustworthy Human-AI Collaboration. 333-356
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