001437737 000__ 06346cam\a2200721\i\4500
001437737 001__ 1437737
001437737 003__ OCoLC
001437737 005__ 20230309004230.0
001437737 006__ m\\\\\o\\d\\\\\\\\
001437737 007__ cr\un\nnnunnun
001437737 008__ 210702s2021\\\\si\\\\\\o\\\\\101\0\eng\d
001437737 019__ $$a1266810198
001437737 020__ $$a9789811610899$$q(electronic bk.)
001437737 020__ $$a9811610894$$q(electronic bk.)
001437737 020__ $$z9811610886
001437737 020__ $$z9789811610882
001437737 0247_ $$a10.1007/978-981-16-1089-9$$2doi
001437737 035__ $$aSP(OCoLC)1258649400
001437737 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dNOC$$dOCLCO$$dEBLCP$$dGW5XE$$dOCLCO$$dOCLCF$$dDCT$$dUKAHL$$dOCLCO$$dOCLCQ$$dCOM$$dOCLCO$$dOCLCQ
001437737 049__ $$aISEA
001437737 050_4 $$aQ334
001437737 08204 $$a006.3$$223
001437737 1112_ $$aInternational Conference on Communication and Intelligent Systems$$n(2nd :$$d2020 :$$cOnline)
001437737 24510 $$aCommunication and intelligent systems :$$bproceedings of ICCIS 2020 /$$cHarish Sharma, Mukesh Kumar Gupta, G.S. Tomar, Wang Lipo, editors.
001437737 2463_ $$aICCIS 2020
001437737 264_1 $$aSingapore :$$bSpringer,$$c2021.
001437737 300__ $$a1 online resource
001437737 336__ $$atext$$btxt$$2rdacontent
001437737 337__ $$acomputer$$bc$$2rdamedia
001437737 338__ $$aonline resource$$bcr$$2rdacarrier
001437737 347__ $$atext file
001437737 347__ $$bPDF
001437737 4901_ $$aLecture Notes in Networks and Systems,$$x2367-3370 ;$$vv. 204
001437737 500__ $$aIncludes author index.
001437737 5050_ $$aIntro -- Preface -- Contents -- Editors and Contributors -- Neural Network Imitation Model of Realization of the Business Analysis Process -- 1 Introduction -- 2 Analysis of Recent Research and Publications -- 3 Setting the Objective -- 4 The Case Study -- 5 Research Method -- 6 Conclusions -- References -- Thermal Modeling of the GaN HEMT Device Using Decision Tree Machine Learning Technique -- 1 Introduction -- 2 Experimental Setup -- 3 Device Modeling Using Machine Learning -- 4 Results -- 5 Conclusion -- References -- Low-Cost FPGA-Based On-board Computer -- 1 Introduction
001437737 5058_ $$a2 Related Work -- 3 Proposed Work -- 4 Results and Simulations -- 5 Conclusion -- References -- A Survey on Solution of Imbalanced Data Classification Problem Using SMOTE and Extreme Learning Machine -- 1 Introduction -- 2 Imbalanced Data -- 2.1 Approaches to Overcome Class Imbalance -- 2.2 Advantages and Disadvantages of the Approaches -- 3 Synthetic Minority Over-sampling Technique -- 4 Extreme Learning Machine (ELM) -- 4.1 Variants of ELM -- 5 Machine Learning -- 5.1 ML Techniques -- 6 Convolutional Neural Network (CNN) -- 7 Related Work -- 8 Conclusion -- References
001437737 5058_ $$aThermal Imaging-Assisted Infection Classification (BoF) for Brinjal Crop -- 1 Introduction -- 2 Motivation -- 3 Material and Methods -- 3.1 Experimental Setup -- 3.2 Proposed Methodology -- 3.3 Classification: BoF -- 4 Result and Discussion -- 5 Conclusion -- References -- Preterm Delivery Prediction Using Gradient Boosting Algorithms -- 1 Introduction -- 2 Related Work -- 3 Backgrounds -- 4 Result and Discussion -- 5 Conclusions -- References -- Analysis Urban Traffic Vehicle Routing Based on Dijkstra Algorithm Optimization -- 1 Introduction -- 2 Related Work -- 2.1 Dijkstra Algorithm
001437737 5058_ $$a2.2 Algorithm Optimization -- 3 Model Construction -- 4 Results and Discussion -- 5 Conclusion -- References -- A Comprehensive Overview of Quality Enhancement Approach-Based Biometric Fusion System Using Artificial Intelligence Techniques -- 1 Introduction -- 2 Background Survey -- 3 Biometric Quality Enhancement -- 4 Analysis of Existing Work -- 5 Conclusion and Future Work -- References -- Rainfall Prediction Using Deep Neural Network -- 1 Introduction -- 2 Methodology -- 3 Data and Data Pre-processing -- 3.1 Data Set -- 3.2 Data Pre-processing -- 3.3 Data Insight -- 3.4 Train-Test Split
001437737 5058_ $$a3.5 Feature Scaling -- 4 Deep Neural Network Model -- 5 Result and Conclusion -- 5.1 Weights and Bias -- 5.2 Training and Validation: Loss and Accuracy -- 5.3 Test Loss and Test Accuracy -- 5.4 Comparative Analysis -- 6 Conclusion -- References -- A Comparative Analysis of Supervised Word Sense Disambiguation in Information Retrieval -- 1 Introduction -- 2 WSD Approaches -- 3 Supervised WSD for IR -- 3.1 Naïve Bayes Algorithm -- 3.2 Support Vector Machine (SVM) Algorithm -- 3.3 Decision Tree Algorithm -- 3.4 K-Nearest Neighbor (KNN) Algorithm -- 4 Comparison of Algorithms -- 5 Discussion
001437737 506__ $$aAccess limited to authorized users.
001437737 520__ $$aThis book gathers selected research papers presented at the International Conference on Communication and Intelligent Systems (ICCIS 2020), organized jointly by Birla Institute of Applied Sciences, Uttarakhand, and Soft Computing Research Society during 26-27 December 2020. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes in order to make the latest results available in a single, readily accessible source.
001437737 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed July 19, 2021).
001437737 650_0 $$aArtificial intelligence$$vCongresses.
001437737 650_0 $$aMachine learning$$vCongresses.
001437737 650_0 $$aTelecommunication systems$$vCongresses.
001437737 650_6 $$aIntelligence artificielle$$vCongrès.
001437737 650_6 $$aApprentissage automatique$$vCongrès.
001437737 650_6 $$aSystèmes de télécommunications$$vCongrès.
001437737 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001437737 655_7 $$aConference papers and proceedings.$$2lcgft
001437737 655_7 $$aActes de congrès.$$2rvmgf
001437737 655_0 $$aElectronic books.
001437737 7001_ $$aSharma, Harish,$$eeditor.
001437737 7001_ $$aGupta, Mukesh Kumar,$$eeditor.
001437737 7001_ $$aTomar, Geetam,$$eeditor.
001437737 7001_ $$aLipo, Wang,$$eeditor.
001437737 830_0 $$aLecture notes in networks and systems ;$$vv. 204.
001437737 852__ $$bebk
001437737 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-16-1089-9$$zOnline Access$$91397441.1
001437737 909CO $$ooai:library.usi.edu:1437737$$pGLOBAL_SET
001437737 980__ $$aBIB
001437737 980__ $$aEBOOK
001437737 982__ $$aEbook
001437737 983__ $$aOnline
001437737 994__ $$a92$$bISE