LEADER 04486nam 22007935 450 001 9910377822103321 005 20250609112108.0 010 $a9783030378264 010 $a3030378268 024 7 $a10.1007/978-3-030-37826-4 035 $a(CKB)4100000010473874 035 $a(DE-He213)978-3-030-37826-4 035 $a(MiAaPQ)EBC6121775 035 $a(PPN)242980910 035 $a(MiAaPQ)EBC6122063 035 $a(EXLCZ)994100000010473874 100 $a20200224d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aPartitional Clustering via Nonsmooth Optimization $eClustering via Optimization /$fby Adil M. Bagirov, Napsu Karmitsa, Sona Taheri 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (XX, 336 p. 78 illus., 77 illus. in color.) 225 1 $aUnsupervised and Semi-Supervised Learning,$x2522-848X 311 08$a9783030378257 311 08$a303037825X 320 $aIncludes bibliographical references and index. 327 $aIntroduction -- Introduction to Clustering -- Clustering Algorithms -- Nonsmooth Optimization Models in Cluster Analysis -- Nonsmooth Optimization -- Optimization based Clustering Algorithms -- Implementation and Numerical Results -- Conclusion. 330 $aThis book describes optimization models of clustering problems and clustering algorithms based on optimization techniques, including their implementation, evaluation, and applications. The book gives a comprehensive and detailed description of optimization approaches for solving clustering problems; the authors' emphasis on clustering algorithms is based on deterministic methods of optimization. The book also includes results on real-time clustering algorithms based on optimization techniques, addresses implementation issues of these clustering algorithms, and discusses new challenges arising from big data. The book is ideal for anyone teaching or learning clustering algorithms. It provides an accessible introduction to the ?eld and it is well suited for practitioners already familiar with the basics of optimization. Provides a comprehensive description of clustering algorithms based on nonsmooth and global optimization techniques Addresses problems of real-time clustering in large data sets and challenges arising from big data Describes implementation and evaluation of optimization based clustering algorithms. 410 0$aUnsupervised and Semi-Supervised Learning,$x2522-848X 606 $aElectrical engineering 606 $aPattern perception 606 $aSignal processing 606 $aImage processing 606 $aSpeech processing systems 606 $aArtificial intelligence 606 $aData mining 606 $aCommunications Engineering, Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/T24035 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aSignal, Image and Speech Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/T24051 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 615 0$aElectrical engineering. 615 0$aPattern perception. 615 0$aSignal processing. 615 0$aImage processing. 615 0$aSpeech processing systems. 615 0$aArtificial intelligence. 615 0$aData mining. 615 14$aCommunications Engineering, Networks. 615 24$aPattern Recognition. 615 24$aSignal, Image and Speech Processing. 615 24$aArtificial Intelligence. 615 24$aData Mining and Knowledge Discovery. 676 $a515.64 676 $a515.64 700 $aM. Bagirov$b Adil$4aut$4http://id.loc.gov/vocabulary/relators/aut$0981961 702 $aKarmitsa$b Napsu$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aTaheri$b Sona$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910377822103321 996 $aPartitional Clustering via Nonsmooth Optimization$92241102 997 $aUNINA LEADER 03469nam 22006495 450 001 9911021959303321 005 20250828130148.0 010 $a981-9657-54-7 024 7 $a10.1007/978-981-96-5754-4 035 $a(MiAaPQ)EBC32274058 035 $a(Au-PeEL)EBL32274058 035 $a(CKB)40430600900041 035 $a(DE-He213)978-981-96-5754-4 035 $a(EXLCZ)9940430600900041 100 $a20250828d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aICT: Applications and Social Interfaces $eProceedings of ICTCS 2024, Volume 7 /$fedited by Amit Joshi, Roshan Ragel, Mufti Mahmud, S. Kartik 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (585 pages) 225 1 $aLecture Notes in Networks and Systems,$x2367-3389 ;$v1383 311 08$a981-9657-53-9 327 $aAssessing the Impact of 5G Technology on Business Operations -- The Influence of Sustainable Marketing on Supply Chain Transparency: A Review -- AN ASSESSMENT OF THE FACTORS INFLUENCING EMPLOYEE RETENTION -- Character Recognition of ancient language (MODI script) -- EVALUATE THE FACTORS THAT INFLUENCE AN EMPLOYEE?S DECISION TO EXIT A COMPANY CONCERNING THE HEALTHCARE INDUSTRY -- Dialect Classification for Hindi and Bhojpuri Language -- NetMonitor: A Real-Time Network Analysis Tool with Packet Capture, Resource Monitoring, and Anomaly Detection -- Case summarization using LLM model for Supreme Court judgments of an Indian judiciary system -- Unveiling Cryptocurrency Fraud: Leveraging Graph Attention Networks for Enhanced Detection in Bitcoin Transactions -- Etc. 330 $aThis book contains best selected research papers presented at ICTCS 2024: Ninth International Conference on Information and Communication Technology for Competitive Strategies. The conference will be held in Jaipur, India during 19 ? 21 December 2024. The book covers state-of-the-art as well as emerging topics pertaining to ICT and effective strategies for its implementation for engineering and managerial applications. This book contains papers mainly focused on ICT for computation, algorithms and data analytics and IT security. The work is presented in ten volumes. 410 0$aLecture Notes in Networks and Systems,$x2367-3389 ;$v1383 606 $aTelecommunication 606 $aData protection 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aCommunications Engineering, Networks 606 $aData and Information Security 606 $aComputational Intelligence 606 $aArtificial Intelligence 615 0$aTelecommunication. 615 0$aData protection. 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 14$aCommunications Engineering, Networks. 615 24$aData and Information Security. 615 24$aComputational Intelligence. 615 24$aArtificial Intelligence. 676 $a004 700 $aJoshi$b Amit$01265590 701 $aRagel$b Roshan$01840384 701 $aMahmud$b Mufti$01361230 701 $aKartik$b S$01738082 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911021959303321 996 $aICT: Applications and Social Interfaces$94430256 997 $aUNINA