001432417 000__ 06385cam\a2200733\a\4500 001432417 001__ 1432417 001432417 003__ OCoLC 001432417 005__ 20230309003442.0 001432417 006__ m\\\\\o\\d\\\\\\\\ 001432417 007__ cr\un\nnnunnun 001432417 008__ 201107s2021\\\\si\\\\\\o\\\\\101\0\eng\d 001432417 019__ $$a1201383761$$a1241066395$$a1249945106 001432417 020__ $$a9789811570780$$q(electronic bk.) 001432417 020__ $$a9811570787$$q(electronic bk.) 001432417 020__ $$z9811570779 001432417 020__ $$z9789811570773 001432417 0247_ $$a10.1007/978-981-15-7078-0$$2doi 001432417 035__ $$aSP(OCoLC)1204143093 001432417 040__ $$aEBLCP$$beng$$epn$$cEBLCP$$dYDX$$dUKAHL$$dEBLCP$$dGW5XE$$dOCLCO$$dOCLCF$$dDKU$$dLEATE$$dOCLCQ$$dOCLCO$$dCOM$$dOCLCO$$dOCLCQ 001432417 049__ $$aISEA 001432417 050_4 $$aQA76.9.B45$$bI54 2020eb 001432417 08204 $$a005.7$$223 001432417 1112_ $$aInternational Conference on Information and Communication Technology for Intelligent Systems$$n(4th :$$d2020 :$$cOnline) 001432417 24510 $$aInformation and communication technology for intelligent systems :$$bproceedings of ICTIS 2020.$$nVolume 1 /$$cTomonobu Senjyu, Parikshit N. Mahalle, Thinagaran Perumal, Amit Joshi, editors. 001432417 2463_ $$aICTIS 2020 001432417 260__ $$aSingapore :$$bSpringer,$$c2021. 001432417 300__ $$a1 online resource (756 pages) 001432417 336__ $$atext$$btxt$$2rdacontent 001432417 337__ $$acomputer$$bc$$2rdamedia 001432417 338__ $$aonline resource$$bcr$$2rdacarrier 001432417 347__ $$atext file 001432417 347__ $$bPDF 001432417 4901_ $$aSmart innovation, systems and technologies ;$$vv. 195 001432417 500__ $$aInternational conference proceedings. 001432417 500__ $$a"The conference was held during May 15-16, 2020, organizedon a digital platform ZOOM due to Pandemic COVID-19." 001432417 500__ $$aIncludes author index. 001432417 5050_ $$aIntro -- Preface -- Contents -- About the Editors -- Modeling and Fuzzy Availability Analysis of Computer Networks: A Case Study -- 1 Introduction -- 2 Literature Review -- 3 System Description -- 4 Formulation of Mathematical Model -- 5 Performance Analysis -- 6 Conclusion -- References -- Stochastic Modeling and Profit Evaluation of a Redundant System with Priority Subject to Weibull Densities for Failure and Repair -- 1 Introduction -- 2 Performance Evaluation of System Model -- 3 Transition Probability Matrix and Mean Sojourn Time -- 4 Reliability Measures -- 4.1 Accessibility 001432417 5058_ $$a4.2 Occupied Time Analysis -- 4.3 Anticipated Number of Repairs -- 4.4 Expected Number of Protective Protection (PM) -- 4.5 Anticipated Number of Visits by the Server -- 5 Profit Analysis -- 6 Graphical Analysis -- 7 Conclusion -- References -- Convolutional Neural Networks: An Overview and Its Applications in Pattern Recognition -- 1 Introduction -- 2 Introduction to Convolutional Neural Networks -- 3 CNN-Based Architectures Used in Pattern Recognition -- 3.1 AlexNet -- 3.2 ResNet -- 3.3 YOLO (You Only Look Once) -- 3.4 R-CNN -- 4 Some Applications of CNN in Pattern Recognition 001432417 5058_ $$a4.1 Object Detection Using Neural Networks -- 4.2 Biometrics System -- 4.3 Style Transfer -- 4.4 Handwriting Character Recognition -- 5 Conclusions -- References -- SAMKL: Sample Adaptive Multiple Kernel Learning Framework for Lung Cancer Prediction -- 1 Introduction -- 1.1 Motivation -- 1.2 Our Contribution -- 2 Related Work -- 3 Proposed Framework -- 3.1 Data Preparation -- 3.2 Data Preprocessing -- 4 Data Integration -- 4.1 Sample Adaptive Multiple Kernel Learning -- 5 Experimental Analysis -- 5.1 Experimental Setup -- 5.2 Performance Metrics Employed -- 6 Results -- 7 Conclusion -- References 001432417 5058_ $$aOptimal Multiple Access Scheme for 5G and Beyond Communication Network -- 1 Introduction -- 2 Non-orthogonal Division Multiple Access -- 2.1 SC-SIC -- 2.2 SC-SIC Per Group -- 3 Space Division Multiple Access -- 4 Rate Splitting Multiple Access -- 5 Comparison of NOMA, SDMA, and RSMA -- 6 Conclusion -- References -- Exergy and Energy Analyses of Half Effect-Vapor Compression Cascade Refrigeration System -- 1 Introduction -- 2 Methodology -- 3 Results and Discussion -- 4 Conclusion -- References 001432417 5058_ $$aEffect of Servicescape and Nourishment Quality on Client's Loyalty in Fine Dining Restaurants: A Statistical Investigation -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Conclusion -- References -- Application of Data Mining for Analysis and Prediction of Crime -- 1 Introduction -- 2 Literature Analysis -- 3 Review Analysis -- 4 Conclusion -- 5 Future Scope -- References -- Malnutrition Identification in Geriatric Patients Using Data Mining -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Architecture -- 4 Result -- 5 Conclusion and Future Work -- References 001432417 506__ $$aAccess limited to authorized users. 001432417 520__ $$aThis book gathers papers addressing state-of-the-art research in all areas of information and communication technologies and their applications in intelligent computing, cloud storage, data mining and software analysis. It presents the outcomes of the Fourth International Conference on Information and Communication Technology for Intelligent Systems, which was held in Ahmedabad, India. Divided into two volumes, the book discusses the fundamentals of various data analysis techniques and algorithms, making it a valuable resource for researchers and practitioners alike. 001432417 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed January 13, 2021). 001432417 650_0 $$aBig data$$vCongresses. 001432417 650_0 $$aMachine learning$$vCongresses. 001432417 650_6 $$aDonnées volumineuses$$vCongrès. 001432417 650_6 $$aApprentissage automatique$$vCongrès. 001432417 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772 001432417 655_7 $$aConference papers and proceedings.$$2lcgft 001432417 655_7 $$aActes de congrès.$$2rvmgf 001432417 655_0 $$aElectronic books. 001432417 7001_ $$aSenjyu, Tomonobu. 001432417 7001_ $$aMahalle, Parikshit N. 001432417 7001_ $$aPerumal, Thinagaran. 001432417 7001_ $$aJoshi, Amit. 001432417 77608 $$iPrint version:$$aSenjyu, Tomonobu.$$tInformation and Communication Technology for Intelligent Systems : Proceedings of ICTIS 2020, Volume 1.$$dSingapore : Springer Singapore Pte. Limited, ©2020$$z9789811570773 001432417 830_0 $$aSmart innovation, systems, and technologies ;$$v195. 001432417 852__ $$bebk 001432417 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-15-7078-0$$zOnline Access$$91397441.1 001432417 909CO $$ooai:library.usi.edu:1432417$$pGLOBAL_SET 001432417 980__ $$aBIB 001432417 980__ $$aEBOOK 001432417 982__ $$aEbook 001432417 983__ $$aOnline 001432417 994__ $$a92$$bISE