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Extended Selected Papers of the 14th International Conference on Information, Intelligence, Systems, and Applications: IISA2023: Lecture Notes in Networks and Systems, cartea 1093

Editat de Nikolaos Bourbakis, George A. Tsihrintzis, Maria Virvou, Lakhmi C. Jain
en Limba Engleză Paperback – 7 sep 2024
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 (https://www.easyacademia.org/iisa2023) 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.
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Specificații

ISBN-13: 9783031674259
ISBN-10: 3031674251
Pagini: 432
Ilustrații: X, 490 p. 20 illus., 10 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes in Networks and Systems

Locul publicării:Cham, Switzerland

Cuprins

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.

Textul de pe ultima copertă

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.

Caracteristici

Presents the latest research on Information, Intelligence, Systems, and Applications Gathers extended selected works of the 14th Intern. Conference on Information, Intelligence, Systems, and Applications Written by experts in the field