04716nam a22005775i 4500 978-3-031-60218-4 DE-He213 20251030112039.0 cr nn 008mamaa 240513s2024 sz | s |||| 0|eng d 9783031602184 978-3-031-60218-4 10.1007/978-3-031-60218-4 doi Q342 UYQ bicssc COM004000 bisacsh UYQ thema Good Practices and New Perspectives in Information Systems and Technologies [electronic resource] : WorldCIST 2024, Volume 2 / edited by Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Marańda. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XXI, 274 p. 75 illus., 57 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 ; 986 Maritime Management Ensemble Learning System -- Stock Market Prediction Integrating Explainable AI with Conv2D Models for Candlestick Image Analysis -- Resources optimization and value based prioritization for at risk cultural heritage assets management -- Expert Systems in Information Security A Comprehensive Exploration of Awareness Strategies Against Social Engineering Attacks -- Collaborative filtering recommendation systems based on deep learning An Experimental Study -- Assessment of LSTM and GRU models to predict the electricity production from biogas in a Wastewater Treatment Plant -- Fusing Temporal and Contextual Features for Enhanced Traffic Volume Prediction -- Target vs One and Target vs All classification of epilepsy using deep learning technique. This book is composed by a selection of articles from the 12th World Conference on Information Systems and Technologies (WorldCIST'24), held between 26 and 28 of March 2024, at Lodz University of Technology, Lodz, Poland. WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of modern Information Systems and Technologies research, together with their technological development and applications. The main and distinctive topics covered are: A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human-Computer Interaction; J) Ethics, Computers and Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; and N) Technologies for Biomedical Applications. The primary market of this book are postgraduates and researchers in Information Systems and Technologies field. The secondary market are undergraduates and professionals as well in Information Systems and Technologies field. Computational intelligence. 64052 Engineering Data processing. Application software. Computational Intelligence. 64052 Data Engineering. 66059 Computer and Information Systems Applications. Rocha, Álvaro. editor. edt http://id.loc.gov/vocabulary/relators/edt Adeli, Hojjat. editor. edt http://id.loc.gov/vocabulary/relators/edt 70769 Dzemyda, Gintautas. editor. (orcid)0000-0003-2914-1328 https://orcid.org/0000-0003-2914-1328 edt http://id.loc.gov/vocabulary/relators/edt Moreira, Fernando. editor. edt http://id.loc.gov/vocabulary/relators/edt Poniszewska-Marańda, Aneta. editor. edt http://id.loc.gov/vocabulary/relators/edt 76623 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031602177 Printed edition: 9783031602191 Lecture Notes in Networks and Systems, 2367-3389 ; 986 https://doi.org/10.1007/978-3-031-60218-4 ZDB-2-INR ZDB-2-SXIT 59822 59822