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020 _a9783031185168
_9978-3-031-18516-8
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082 0 4 _a515.39
_223
245 1 0 _aModelling and Implementation of Complex Systems
_h[electronic resource] :
_bProceedings of the 7th International Symposium, MISC 2022, Mostaganem, Algeria, October 30‐31, 2022 /
_cedited by Salim Chikhi, Gregorio Diaz-Descalzo, Abdelmalek Amine, Allaoua Chaoui, Djamel Eddine Saidouni, Mohamed Khireddine Kholladi.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2023.
300 _aXV, 350 p. 163 illus., 119 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Networks and Systems,
_x2367-3389 ;
_v593
500 _aAcceso multiusuario
505 0 _aAn overview of health monitoring systems for arrhythmia patients -- Probabilistic Forwarding in Named Data Networks for Internet of Things -- Multi-Layer Perceptron for Intrusion Detection using Simulated Annealing -- Evaluation metrics in DoS attacks detection approaches in IoT: A survey and a taxonomy -- Cardiovascular diseases prediction based on Dense-CNN and features selection techniques.
520 _aThe breakthrough of AI in the design of complex systems in our daily lives has prompted researchers around the world to integrate this paradigm into their work. From simple citizens to large industrialists, including academics and politicians, there is a great enthusiasm for making all objects intelligent. This has led the scientific community to develop complex intelligent systems adaptable to different real-life systems. This book, which is a selective collection of research papers accepted by the international program committee of the 7th international symposium on Modeling and Implementation of Complex Systems (MISC 2022), makes its contribution in this vast field and addresses subjects that are as interesting as they are useful to the citizen life, namely In healthcare: health monitoring systems for heart patients, a model for cardiovascular disease prediction, early diabetic detection, COVID-19 screening from cough sound, and detection in epidemiological diseases. In natural language processing: summarization of major Arabic machine translation corpora, impact of normalization, and data augmentation on named entity recognition (NER) task on Algerian text. In Agriculture 5.0: schedule of the most widely used IoT architectures and plant recognition. In robotics: visually real-time control of a mobile EV3 robot in an indoor environment. In social media: the identification of rumors on social networks. In computer vision and biometrics: illumination-robust face recognition system. In IoT ecosystem, networks and cloud computing: technologies and protocols, architectures and modeling IoT applications, Named Data Networking (NDN) for the emergent IoT, unmanned aerial vehicle carried base stations (UAV-BSs) placement problem in 5G networks, assignment of the submitted tasks to the available resources in a cloud computing environment, providing routes in the presence of obstacles, and security aspects. Finally, the reader finds how to approach problems even if they have no algorithmic or no exact solution by using the following techniques developed in the different chapters of this book: deep CNN models and dense CNN models, voluntary simulation, hybrid gray wolf optimizer (GWO), multi-verse optimizer (MVO), coronavirus herd immunity optimizer (CHIO) algorithm, multi-population differential evolution, graphical formalism with machine learning and Color Petri Nets, and extension of BPMN 2.0.
541 _fUABC ;
_cPerpetuidad
650 0 _aDynamics.
650 0 _aNonlinear theories.
650 0 _aComputational intelligence.
650 0 _aControl engineering.
650 1 4 _aApplied Dynamical Systems.
650 2 4 _aComputational Intelligence.
650 2 4 _aControl and Systems Theory.
700 1 _aChikhi, Salim.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aDiaz-Descalzo, Gregorio.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aAmine, Abdelmalek.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aChaoui, Allaoua.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSaidouni, Djamel Eddine.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKholladi, Mohamed Khireddine.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031185151
776 0 8 _iPrinted edition:
_z9783031185175
830 0 _aLecture Notes in Networks and Systems,
_x2367-3389 ;
_v593
856 4 0 _zLibro electrónico
_uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-18516-8
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cLIBRO_ELEC
999 _c260455
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