03382nam a22005415i 4500 978-981-97-3180-0 DE-He213 20251030112646.0 cr nn 008mamaa 240723s2024 si | s |||| 0|eng d 9789819731800 978-981-97-3180-0 10.1007/978-981-97-3180-0 doi Q342 UYQ bicssc COM004000 bisacsh UYQ thema Proceedings of the 12th International Conference on Soft Computing for Problem Solving [electronic resource] : SocProS 2023, Volume 1 / edited by Millie Pant, Kusum Deep, Atulya Nagar. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XXVI, 944 p. 419 illus., 364 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture Notes in Networks and Systems, 2367-3389 ; 994 This book provides an insight into 12th International Conference on Soft Computing for Problem Solving (SocProS 2023), organized by The Department of Applied Mathematics and Scientific Computing, Saharanpur Campus of Indian Institute of Technology, Roorkee, India, in conjunction with Continuing Education Center during 11–13 August 2023. This book presents the latest achievements and innovations in the interdisciplinary areas of soft computing, machine learning, and data science. It covers original research papers in the areas of algorithms (artificial neural network, deep learning, statistical methods, genetic algorithm, and particle swarm optimization) and applications (data mining and clustering, computer vision, medical and health care, finance, data envelopment analysis, business, and forecasting applications). This book is beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task. Computational intelligence. 64052 Artificial intelligence. 58441 Algorithms. 58677 Computational Intelligence. 64052 Artificial Intelligence. 58441 Algorithms. 58677 Pant, Millie. editor. (orcid)0000-0002-7668-7887 https://orcid.org/0000-0002-7668-7887 edt http://id.loc.gov/vocabulary/relators/edt 79810 Deep, Kusum. editor. edt http://id.loc.gov/vocabulary/relators/edt 68363 Nagar, Atulya. editor. (orcid)0000-0001-5549-6435 https://orcid.org/0000-0001-5549-6435 edt http://id.loc.gov/vocabulary/relators/edt 75990 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819731794 Printed edition: 9789819731817 Lecture Notes in Networks and Systems, 2367-3389 ; 994 https://doi.org/10.1007/978-981-97-3180-0 ZDB-2-INR ZDB-2-SXIT 61859 61859