LEADER 04559nam 22006375 450 001 9910879585203321 005 20251229071228.0 010 $a9783031674266 010 $a303167426X 024 7 $a10.1007/978-3-031-67426-6 035 $a(CKB)33992500400041 035 $a(MiAaPQ)EBC31603655 035 $a(Au-PeEL)EBL31603655 035 $a(DE-He213)978-3-031-67426-6 035 $a(OCoLC)1453094230 035 $a(EXLCZ)9933992500400041 100 $a20240814d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aExtended Selected Papers of the 14th International Conference on Information, Intelligence, Systems, and Applications $eIISA2023 /$fedited by Nikolaos Bourbakis, George A. Tsihrintzis, Maria Virvou, Lakhmi C. Jain 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (439 pages) 225 1 $aLecture Notes in Networks and Systems,$x2367-3389 ;$v1093 311 08$a9783031674259 311 08$a3031674251 327 $aIntroduction 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. 330 $aThis book includes extended versions of selected research works that were presented at the 14th International Conference on Information, Intelligence, Systems, and Applications (IISA2023), Volos, Greece, 10?12 July 2024 along with additional relevant papers by invited authors. Information is widely available and accessible but frequently leads to information overload and overexposure and the effort for coding, storing, hiding, securing, transmitting, and retrieving it may be excessive. Intelligence, inspired by biological and other paradigms, is required to manage information and extract knowledge from it. Information and multimedia systems, with an increasing level of intelligence, are being developed that incorporate these advances. As a result, new technologies, protocols, and novel applications are emerging. In turn, the novel applications lead to the collection of new information, and the ?Information à Intelligence à Systems à Applications? circle is repeated at ever higher levels. These works cover a broad spectrum of topics from both novelties in theory and advanced methodologies as well as novel applications in energy, agriculture, medicine, forensics, healthcare, education, tourism, inspection, traffic, and software engineering. Targeted towards academicians, researchers, practitioners, and students in computer science and artificial intelligence, this work is also accessible to individuals from other disciplines interested in the cutting-edge developments of information, intelligence, systems, and applications. An extensive list of bibliographic references at the end of each chapter guides the readers to probe deeper into the application areas of interest to them. 410 0$aLecture Notes in Networks and Systems,$x2367-3389 ;$v1093 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aEngineering$xData processing 606 $aComputational Intelligence 606 $aArtificial Intelligence 606 $aData Engineering 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aEngineering$xData processing. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aData Engineering. 676 $a006.3 700 $aBourbakis$b Nikolaos$01765135 701 $aTsihrintzis$b George A$0739887 701 $aVirvou$b Maria$0720958 701 $aJain$b L. C$01601441 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910879585203321 996 $aExtended Selected Papers of the 14th International Conference on Information, Intelligence, Systems, and Applications$94520325 997 $aUNINA