04562nam 22006375 450 991087958520332120240814130226.09783031674266303167426X10.1007/978-3-031-67426-6(CKB)33992500400041(MiAaPQ)EBC31603655(Au-PeEL)EBL31603655(DE-He213)978-3-031-67426-6(OCoLC)1453094230(EXLCZ)993399250040004120240814d2024 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierExtended Selected Papers of the 14th International Conference on Information, Intelligence, Systems, and Applications IISA2023 /edited by Nikolaos Bourbakis, George A. Tsihrintzis, Maria Virvou, Lakhmi C. Jain1st ed. 2024.Cham :Springer Nature Switzerland :Imprint: Springer,2024.1 online resource (439 pages)Lecture Notes in Networks and Systems,2367-3389 ;10939783031674259 3031674251 Introduction To Advances In Information Intelligence Systems And Applications -- A Multi Dimensional Survey on Learning from Imbalanced Data -- An Expert System For Decision Making In The Face Of Imprecise, Inconsistent And Paracomplete Data Metaverse Security Application Using DLP -- Machine Learning and Human Unlearning -- Circumstance Evaluation Using Extreme Value Analysis on Charging Station Data The case of DEI blue in Greece -- Explainability Spectrum Analysis of Weather Sequences in Short Term Load Forecasting -- Machine Learning and Thermal Imaging in Precision Agriculture -- Reinforcement Learning Agents in Precision Agriculture.This book includes extended versions of selected research works that were presented at the 14th International Conference on Information, Intelligence, Systems, and Applications (IISA2023), Volos, Greece, 10–12 July 2024 along with additional relevant papers by invited authors. Information is widely available and accessible but frequently leads to information overload and overexposure and the effort for coding, storing, hiding, securing, transmitting, and retrieving it may be excessive. Intelligence, inspired by biological and other paradigms, is required to manage information and extract knowledge from it. Information and multimedia systems, with an increasing level of intelligence, are being developed that incorporate these advances. As a result, new technologies, protocols, and novel applications are emerging. In turn, the novel applications lead to the collection of new information, and the “Information à Intelligence à Systems à Applications” circle is repeated at ever higher levels. These works cover a broad spectrum of topics from both novelties in theory and advanced methodologies as well as novel applications in energy, agriculture, medicine, forensics, healthcare, education, tourism, inspection, traffic, and software engineering. Targeted towards academicians, researchers, practitioners, and students in computer science and artificial intelligence, this work is also accessible to individuals from other disciplines interested in the cutting-edge developments of information, intelligence, systems, and applications. An extensive list of bibliographic references at the end of each chapter guides the readers to probe deeper into the application areas of interest to them.Lecture Notes in Networks and Systems,2367-3389 ;1093Computational intelligenceArtificial intelligenceEngineeringData processingComputational IntelligenceArtificial IntelligenceData EngineeringComputational intelligence.Artificial intelligence.EngineeringData processing.Computational Intelligence.Artificial Intelligence.Data Engineering.006.3Bourbakis Nikolaos1765135Tsihrintzis George A739887Virvou Maria720958Jain Lakhmi C530242MiAaPQMiAaPQMiAaPQBOOK9910879585203321Extended Selected Papers of the 14th International Conference on Information, Intelligence, Systems, and Applications4206369UNINA