04876nam a22005535i 4500 978-3-031-47508-5 DE-He213 20251030111408.0 cr nn 008mamaa 240131s2024 sz | s |||| 0|eng d 9783031475085 978-3-031-47508-5 10.1007/978-3-031-47508-5 doi Q342 UYQ bicssc COM004000 bisacsh UYQ thema Advances in Computational Intelligence Systems [electronic resource] : Contributions Presented at the 22nd UK Workshop on Computational Intelligence (UKCI 2023), September 6–8, 2023, Birmingham, UK / edited by Nitin Naik, Paul Jenkins, Paul Grace, Longzhi Yang, Shaligram Prajapat. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. X, 670 p. 268 illus., 225 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Advances in Intelligent Systems and Computing, 2194-5365 ; 1453 Towards Reinforcement Learning for Non-Stationary Environments -- Detection of Cyberbullying on Social Media Platforms using Machine Learning -- The Changing Landscape of Machine Learning: A Comparative Analysis of Centralized Machine Learning, Distributed Machine Learning and Federated Machine Learning -- Privacy and Security Landscape of Metaverse -- Strategies to Apply Genetic Programming Directly to the Traveling Salesman Problem -- A Comparative Analysis of GPT-3 and BERT Models for Text-based Emotion Recognition: Performance, Efficiency, and Robustness -- An Intrusion Detection System using the XGBoost Algorithm for SDVN -- Hybridizing L´evy Flights and Cartesian Genetic Programming for Learning Swarm-based Optimization -- An Evaluation of Handwriting Digit Recognition using Multilayer SAM Spiking Neural Network -- Towards Accurate Rainfall Volume Prediction: An Initial Approach with Deep Learning, Advanced Feature Selection, Parameter Optimisation, and Ensemble Techniques for Time-SeriesForecasting. This book comprises the papers presented at the 22nd UK Workshop on Computational Intelligence (UKCI 2023), held at Aston University, Birmingham, the UK, during 6 to 8 September 2023. UKCI is the flagship AI conference of the UK and Europe held annually. In UKCI 2023, a total of 63 papers were received from 11 countries including the UK, India, Germany, China, Japan, Australia, Italy, Thailand, Turkey, Jordan and Saudi Arabia; of these, 50 were accepted for presentation. The review process was rigorous, wherein three reviews were provided for all papers, with some having four reviews. This book highlights the latest research developments in computational intelligence and its applications. It covers both conventional and advanced techniques in fuzzy systems, neural networks, evolutionary computation, machine learning, deep learning, federated learning, data mining, cognitive computing, intelligent robotics, optimization methods, hybrid methods, and applications of computational intelligence. The book offers a valuable reference guide for readers with expertise in computational intelligence or who are seeking a comprehensive and timely review of the latest trends in computational intelligence. Special emphasis is placed on novel methods and their use in a wide range of application areas, updating both academics and professionals on the state of the art. Computational intelligence. 64052 Artificial intelligence. 58441 Computational Intelligence. 64052 Artificial Intelligence. 58441 Naik, Nitin. editor. edt http://id.loc.gov/vocabulary/relators/edt 70213 Jenkins, Paul. editor. edt http://id.loc.gov/vocabulary/relators/edt 70214 Grace, Paul. editor. edt http://id.loc.gov/vocabulary/relators/edt 70215 Yang, Longzhi. editor. edt http://id.loc.gov/vocabulary/relators/edt 70216 Prajapat, Shaligram. editor. edt http://id.loc.gov/vocabulary/relators/edt 70217 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031475078 Printed edition: 9783031475092 Advances in Intelligent Systems and Computing, 2194-5365 ; 1453 70218 https://doi.org/10.1007/978-3-031-47508-5 ZDB-2-INR ZDB-2-SXIT 57387 57387