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Book Cover
E-book
Author International Conference on IoT Based Control Networks and Intelligent Systems (4th : 2023 : Bengaluru, India)

Title IoT based control networks and intelligent systems : proceedings of 4th ICICNIS 2023 / P.P. Joby, Marcelo S. Alencar, Przemyslaw Falkowski-Gilski, editors
Published Singapore : Springer, [2024]
©2024

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Description 1 online resource
Series Lecture notes in networks and systems ; volume 789
Lecture notes in networks and systems ; v. 789.
Contents Intro -- Preface -- Contents -- Editors and Contributors -- A Comparative Analysis of ISLRS Using CNN and ViT -- 1 Introduction -- 2 Literatures -- 3 Methodology -- 3.1 Dataset -- 3.2 Custom CNN Model -- 3.3 Vision Transformer -- 4 Results and Discussion -- 5 Conclusion and Scope of Future Work -- References -- Vehicle Information Management System Using Hyperledger Fabric -- 1 Introduction -- 2 Existing Vehicle Registration System -- 3 Existing Techniques for Vehicle Registration Using Blockchain -- 4 Proposed Scheme -- 4.1 New Vehicle Registration -- 4.2 Query
4.3 Interstate Vehicle Transfer -- 5 Implementation -- 6 Result -- 6.1 Performance Evaluation of Query Smart Contract -- 6.2 Performance Evaluation of CreateVehicle() Smart Contract -- 6.3 Performance Evaluation of Transfer(): Smart Contract -- 7 Conclusion and Future Work -- References -- S-SCRUM-Methodology for Software Securitisation at Agile Development. Application to Smart University -- 1 Introduction -- 2 Security SCRUM -- 2.1 The Role of the Security Expert -- 2.2 Security Analysis Process -- 3 S-SCRUM in Smart University -- 3.1 Sprint Securitisation-APR-Publish API Rest
3.2 Results of Implementing S-SCRUM at Smart University -- 4 Contributions and Lessons Learned -- 5 Conclusions -- References -- Energy-Efficient Reliable Communication Routing Using Forward Relay Selection Algorithm for IoT-Based Underwater Networks -- 1 Introduction -- 2 Underwater Sensor Network Architecture, Key Issues, and Challenges -- 2.1 Power Consumption -- 2.2 High Propagation Delay -- 2.3 Low Security -- 2.4 Navigation -- 2.5 Multipath Weakening -- 2.6 Link Budget -- 2.7 Synchronization -- 2.8 Channel Utilization -- 3 Related Works -- 4 Proposed Methodology -- 5 Results and Discussion
6 Conclusion -- References -- Deep Learning Approach based Plant Seedlings Classification with Xception Model -- 1 Introduction -- 2 Related Work -- 3 Proposed Approach -- 3.1 Data Preprocessing -- 4 Methods-Deep Pretrained Models -- 5 Results Analysis -- 5.1 Aarhus Dataset -- 5.2 Experimental Results -- 6 Performance Analysis on Aarhus Dataset -- 7 Conclusion -- References -- Improving Node Energy Efficiency in Wireless Sensor Networks (WSNs) Using Energy Efficiency-Based Clustering Adaptive Routing Scheme -- 1 Introduction -- 2 Related Works -- 3 Materials and Method
3.1 Node Initialization and Formation of Cluster -- 3.2 Influencing Cluster Routing Protocol -- 3.3 Time Energy Efficiency-Based Clustering Adaptive Routing Scheme (EECARS) -- 4 Result and Discussion -- 5 Conclusion -- References -- An Evaluation of Prediction Method for Educational Data Mining Based on Dimensionality Reduction -- 1 Introduction -- 2 Related Study -- 3 Methodology -- 3.1 Dataset Description -- 3.2 Data Preprocessing -- 3.3 Implemented Model -- 3.4 Principal Component Analysis -- 3.5 Linear Discriminant Analysis -- 3.6 Logistic Regression -- 4 Experimental Result
Summary This book gathers selected papers presented at International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS 2023), organized by School of Computer Science and Engineering, REVA University, Bengaluru, India, during June 2122, 2023. The book covers state-of-the-art research insights on Internet of things (IoT) paradigm to access, manage, and control the objects/things/people working under various information systems and deployed under wide range of applications like smart cities, healthcare, industries, and smart homes
Bibliography Includes bibliographical references and index
Notes Includes author index
Online resource; title from PDF title page (SpringerLink, viewed December 14, 2023)
Subject Intelligent control systems -- Congresses
Internet of things -- Congresses
Genre/Form Electronic books
proceedings (reports)
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Joby, P. P., editor
Alencar, Marcelo S., 1957- editor.
Falkowski-Gilski, Przemyslaw, editor
ISBN 9789819965861
9819965861
Other Titles ICICNIS 2023