Proceedings of International Conference on Innovations in Information and Communication Technologies

Name: Proceedings of International Conference on Innovations in Information and Communication Technologies | ICI2CT 2020
Brand: Springer
Price: 309.23 EUR
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ICI2CT 2020

Lalit Garg Hemant Sharma S. B. Goyal Amarpreet Singh(Editor)

Springer (Publisher)

1st Edition

Published on 12. May 2021

XVI, 153 pages

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978-981-16-0873-5 (ISBN)

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Dr. Lalit Garg is Lecturer in Computer Information Systems at the University of Malta, Malta. He is also Honorary Lecturer at the University of Liverpool, UK. He has also worked as a researcher at the Nanyang Technological University, Singapore, and the University of Ulster, UK. He received his first degree in Electronics and Communication Engineering from the Barkatullah University, Bhopal, India, in 1999, and his postgraduate in Information Technology from the ABV-Indian Institute of Information Technology and Management (IIITM), Gwalior, India, in 2001. He received his Ph.D. degree from the University of Ulster, Coleraine, the UK, in 2010. His research interests are machine learning, data mining, stochastic modelling, operational research, and their applications, especially in the healthcare domain. He has published over 80 technical papers in refereed high-impact journals, conferences and books. Hemant Sharma did his B.Tech. from Punjab Engineering College and M.S. fromDelft University of Technology, Delft, The Netherlands. He was the recipient of the prestigious Huygens Award and graduated cum laude. He graduated cum laude in his Ph.D. from Delft University of Technology in 2012. Since 2013 he has been working in Argonne National Laboratory on developing scientific software for x-ray science. He has more than 28 papers in refereed journals and has an H-index of 10. His expertise involves massively parallel computing, GPU computing, on-demand cloud computing and high-throughput image processing. Dr. S. B Goyal has an extensive experience in Teaching & Education, Learning & Development, Administration and Research & Development offering over 16+ years of career success in building & enhancing quality of research and education in higher education and to be worthy of international accreditation. Now, he is Dean and Professor in City University, Malaysia, and has given his services in many renowned universities like JRE Institute, Singapore, JaypeeUniversity, Galgotia and many more. He has completed many research projects and published more than 30 research papers in international conferences and journals. Dr. Amarpreet Singh is Head of Computer Science Department and Associate Professor in ACET, Amritsar, India. He is doctorate in the field of Computer Science and Engineering and holds different executive positions with progressively increasing levels of responsibility. He has substantial R&D management experience and taught academic and industrial courses to UG as well as PG students in the field of technology. He has administrative experience for NBA Accreditation process of AICTE, NAAC of UGC and Autonomous Status. He has published more than 60 papers in international conferences and journals.

Content

Intro
Committee
Preface
Contents
About the Editors
Machine Learning in Spark for Attack Traffic Classification in IoT Devices Using Protocol Usage Statistics
1 Introduction
2 Related Works
3 Data Description
3.1 Datasets
3.2 Data Structures
4 Feature Extraction
5 Classifiers Used
6 Classifiers Used
7 Conclusion and Future Work
References
Mental Immersion in Virtual Reality Avatar (MIVRA)-Social Communication Rehabilitation Assistive Tool for Autism Children
1 Introduction
2 Proposed Methodology
3 Assessment
4 Results and Discussion
5 Conclusion and Future Work
References
Efficiency Estimation of an Integrated Dual-Output Z Source Converter Using Coupled Inductor
1 Introduction
1.1 Introduction
1.2 Switched Inductor Z source Inverter
1.3 L-Z Source Inverter
2 Circuit Description and Principle of Operation
2.1 Circuit Description
2.2 Principle of Operation in Steady State
3 Control Strategy
3.1 Simple Boost Control
4 Dynamic Modeling of Converter
4.1 State Space Average Modeling
5 Design and Implementation
5.1 Design Specifications
5.2 LTSPICE Simulation Results
5.3 Hardware Results
5.4 Performance Comparison
6 Conclusion
References
Location-Based Sentiment Analysis of the Revocation of Article 370 Using Various Recurrent Neural Networks
1 Introduction
2 Literature Survey
3 Background
4 Experimental Setup
4.1 System Specifications
4.2 Data Collection
4.3 Data Preprocessing
4.4 Training
5 Results and Discussion
5.1 State-Wise Global Sentiment
5.2 Country-Wise Sentiment
6 Conclusion and Future Work
References
Enhanced Algorithm for Logical Topology-Based Fault Link Recovery in Crossbar Networks
1 Introduction
2 Related Works
3 Problem Definitions
3.1 Logical Topology Design
4 Results and Discussions
5 Performance Evaluations
5.1 Structural Metrics
5.2 Scalability
6 Conclusions
References
Automatic Extraction of Spatio-Temporal Gait Features for Age Group Classification
1 Introduction
2 Related Work
2.1 Gait Feature Representation
2.2 Gait-Based Age Estimation
3 Age Group Classification Using Gait Features
3.1 Human Detection and Pose Estimation
3.2 Feature Extraction
4 Experiments
5 Conclusion
References
Designing a Virtual Mother-In-Law (or) Designing a Virtual Kitchen
1 Introduction
2 Problem Statement and Related Literature
3 Internet of Things (IoT)
4 Use of IoTs for Designing VMIL
5 Private Cloud-Based Architecture of VMIL
6 Parametric Performance of the VMIL System
7 Conclusions
References
SDN-Enabled ABE-Based Secure Communication for Smart Healthcare
1 Introduction
2 Literature Survey
3 System Architecture
3.1 Data Plane
3.2 Control Plane
3.3 Application Plane
4 Proposed ABE-Based Model
5 Security Analyses for Smart Healthcare
5.1 Eavesdropping Attack
5.2 Device Attack
5.3 Internal Attack
5.4 Replay Attack
5.5 Denial-of-Service
6 Security Evaluations
6.1 Efficiency Comparison of Proposed Algorithm
7 Conclusion and Future Work
References
Dual Palm Print-Based Human Recognition Using Fusion
1 Introduction
2 Literature Survey
3 Projected Organization
4 Preprocessing of Palmprint and Feature Extraction
5 Biometric Fusion
5.1 Fused Feature Vector Mean (FFVM)
5.2 Fused Feature Vector Concatenating (FFVC)
5.3 Score Fusion Weighted Sum
6 Experimentation and Results
7 Conclusion
References
Star Sensor Algorithm Using the Overlapping Grid Method for Attitude Determination First
1 Introduction
1.1 Literature
2 Methodology
2.1 Star Catalogue Partition
2.2 Consideration of Arbitrary Orientation
3 Calculation of Stars in the Sensor FOV
4 Coordinates to Pixels' Conversion
5 Defocusing
6 Star Identification
7 Star Modelling
8 Attitude Determination
9 Results and Discussion
10 Conclusion
References
CDID: Cherry Disease Identification Using Deep Convolutional Neural Network
1 Introduction
2 Literature Survey
3 Dataset
4 Proposed Model
5 Experimental Results and Discussion
6 Conclusion
References
Evaluation of Source to Target and Target to Source Word Alignment for English to Hindi
1 Introduction to Word Alignment
2 Challenges in Word Alignment
3 Word Alignment in SMT
4 Related Work
5 Experiments and Results
6 Conclusion and Future Scope
References
Energy-Aware Disk Storage System for Cloud Data Centers
1 Introduction
2 Related Work
3 Methodology
3.1 Trace Recorder and Analyses
3.2 Workload Distribution
3.3 Disk Searching and Selection
4 Energy Consumption Modeling
5 Experimental Analysis
6 Conclusion
References

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Proceedings of International Conference on Innovations in Information and Communication Technologies

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