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Information and Communication Technology for Intelligent Systems: Proceedings of ICTIS 2020, Volume 1

โœ Scribed by Tomonobu Senjyu, Parikshit N. Mahalle, Thinagaran Perumal, Amit Joshi


Publisher
Springer Singapore;Springer
Year
2021
Tongue
English
Leaves
756
Series
Smart Innovation, Systems and Technologies 195
Edition
1st ed.
Category
Library

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โœฆ Synopsis


This 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.

โœฆ Table of Contents


Front Matter ....Pages i-xvi
Modeling and Fuzzy Availability Analysis of Computer Networks: A Case Study (Ashish Kumar, Ombir Dahiya, Monika Saini)....Pages 1-10
Stochastic Modeling and Profit Evaluation of a Redundant System with Priority Subject to Weibull Densities for Failure and Repair (Monika Saini, Kuntal Devi, Ashish Kumar)....Pages 11-20
Convolutional Neural Networks: An Overview and Its Applications in Pattern Recognition (Aseem Patil, Milind Rane)....Pages 21-30
SAMKL: Sample Adaptive Multiple Kernel Learning Framework for Lung Cancer Prediction (Ashima Singh, Arwinder Dhillon, Jasmine Kaur Thind)....Pages 31-44
Optimal Multiple Access Scheme for 5G and Beyond Communication Network ( Nira, Aasheesh Shukla)....Pages 45-54
Exergy and Energy Analyses of Half Effectโ€“Vapor Compression Cascade Refrigeration System (Mihir H. Amin, Hetav M. Naik, Bidhin B. Patel, Prince K. Patel, Snehal N. Patel)....Pages 55-75
Effect of Servicescape and Nourishment Quality on Clientโ€™s Loyalty in Fine Dining Restaurants: A Statistical Investigation (Aravind Kumar Rai, Ashish Kumar, Pradeep Singh Chahar, C. Anirvinna)....Pages 77-89
Application of Data Mining for Analysis and Prediction of Crime (Vaibhavi Shinde, Yash Bhatt, Sanika Wawage, Vishal Kongre, Rashmi Sonar)....Pages 91-102
Malnutrition Identification in Geriatric Patients Using Data Mining (Vaishali P. Suryawanshi, Rashmi Phalnikar)....Pages 103-109
Blockchain: A Survey on Healthcare Perspective and Its Challenges (Deepa Kumari, B. S. A. S. Rajita, Subhrakanta Panda)....Pages 111-119
Open Data Readiness Assessment Framework for Government Projects: Indian Perspective (Amrutaunshu Nerurkar, Indrajit Das)....Pages 121-129
Extended LBP Based Secret Image Sharing with Steganography (Sujit Kumar Das, Bibhas Chandra Dhara)....Pages 131-140
Efficient Partitioning Algorithm for Parallel Multidimensional Matrix Operations by Linearization (Kazi Saeed Alam, Tanvir Ahmed Shishir, K. M. Azharul Hasan)....Pages 141-149
An Efficient Two-Phase Metaheuristic for the Multiple Minimum Back-Walk-Free Latency Problem (Ha-Bang Ban, Dang-Hai Pham, Tuan-Anh Do)....Pages 151-159
Unfolding Healthcare: Novel Method for Predicting Mortality of Patients Within Early Hours of ICU (Rajni Jindal, Sarthak Aggarwal, Saanidhi)....Pages 161-168
Classification of Disaster-Related Tweets Using Supervised Learning: A Case Study on Cyclonic Storm FANI (Pankaj Kumar Dalela, Sandeep Sharma, Niraj Kant Kushwaha, Saurabh Basu, Sabyasachi Majumdar, Arun Yadav et al.)....Pages 169-178
Detection of Cardio Vascular Disease Using Fuzzy Logic (Shital Chaudhary, Sachin Gajjar, Preeti Bhowmick)....Pages 179-189
Experimental Evaluation of Motor Skills in Using Jigsaw Tool for Carpentry Trade (Sasi Deepu, S. Vysakh, T. Harish Mohan, Shanker Ramesh, Rao R. Bhavani)....Pages 191-201
Patent Trends in Higher Education of India: A Study on Indian Central Universities (J. P. Singh Joorel, Abhishek Kumar, Sanjay Tiwari, Ashish Kumar Chauhan, Ramswaroop Ahirwar)....Pages 203-214
Spatial Rough k-Means Algorithm for Unsupervised Multi-spectral Classification (Aditya Raj, Sonajharia Minz)....Pages 215-226
Enhancement and Comparative Analysis of Environmental Sound Classification Using MFCC and Empirical Mode Decomposition (Ridhima Bansal, Namita Shukla, Maghav Goyal, Dhirendra Kumar)....Pages 227-235
Effective Use of Naรฏve Bayes, Decision Tree, and Random Forest Techniques for Analysis of Chronic Kidney Disease (Rajesh S. Walse, Gajanan D. Kurundkar, Santosh D. Khamitkar, Aniket A. Muley, Parag U. Bhalchandra, Sakharam N. Lokhande)....Pages 237-245
The Assessments of Local Manager on the Quality of Administrative Civil Servantsโ€”A Case Study in Hanoi City, Vietnam (Ngo Sy Trung, Do Huu Hai, Vu Thi Yen Nga, Tran Thi Hanh)....Pages 247-259
An Overview of Various Types of CAPTCHA (Shivani Deosatwar, Swarnima Deshmukh, Vaibhavi Deshmukh, Reva Sarda, Lalit Kulkarni)....Pages 261-269
Low Pass Filter-Based Enhancement of Arabic Handwritten Document Images (M. Ravikumar, Omar Ali Boraik)....Pages 271-277
Marine Motion Control Using Single Neuron Fuzzy Logic Controller (T. K. Sethuramalingam)....Pages 279-288
Statistical Evaluation of Effective Trust Models for Wireless Networks (Shahin Sirajuddin Shaikh, Dilip G. Khairnar)....Pages 289-295
Comparative Study of Open-Source NOSQL Document-Based Databases (Nidamanuri Amani, Yelchuri Rajesh)....Pages 297-303
Hybridization of K-means Clustering Using Different Distance Function to Find the Distance Among Dataset (Kusum Yadav, Sunil Gupta, Neetu Gupta, Sohan Lal Gupta, Girraj Khandelwal)....Pages 305-314
A Survey on Spoofing Detection Systems for Fake Fingerprint Presentation Attacks (Riley Kiefer, Jacob Stevens, Ashok Patel, Meghna Patel)....Pages 315-334
Crop Prediction Based on Environmental Conditions and Disease Prediction (Gresha Bhatia, Nikhil Joshi, Srivatsan Iyengar, Sahil Rajpal, Krish Mahadevan)....Pages 335-344
Application of Secret Sharing Scheme in Software Watermarking (K. K. Aiswarya, K. Praveen, P. P. Amritha, M. Sethumadhavan)....Pages 345-353
Hybrid Approach for Predicting Heart Disease Using Optimization Clustering and Image Processing (Nibir Kumar Paul, K. G. Harsha, Prateek Kumar, Shynu Philip, Jossy P. George)....Pages 355-362
FP-MMR: A Framework for the Preprocessing of Multimodal MR Images (Amrita Kaur, Lakhwinder Kaur, Ashima Singh)....Pages 363-375
Machine Learning in Medical Image Processing (Himanshu Kumar, Yasha Hasija)....Pages 377-383
Adaptive Educational Resources Framework for ELearning Using Rule-Based System (Leo Willyanto Santoso)....Pages 385-396
A Progressive Non-discriminatory Intensity Equalization Algorithm for Face Analysis (Khadijat T. Bamigbade, Olufade F. W. Onifade)....Pages 397-403
Big Data Analytics in Health Informatics for Precision Medicine (Pawan Singh Gangwar, Yasha Hasija)....Pages 405-412
Software Tools for Global Navigation Satellite System (Riddhi Soni, Sachin Gajjar, Manisha Upadhyay, Bhupendra Fataniya)....Pages 413-419
Encryption and Decryption: Unraveling the Intricacies of Data Reliability, Attributed by Incorporating the Usage of Color Code and Pixels (Bikrant Bikram Pratap Maurya, Aman Upadhyay, Aniket Saxena, Parag Sohani)....Pages 421-431
Edge Intelligence-Based Object Detection System Using Neural Compute Stick for Visually Impaired People (Aditi Khandewale, Vinaya Gohokar, Pooja Nawandar)....Pages 433-439
MH-DSCEP: Multi-hop Dynamic and Stable Cluster-Based Energy-Efficient Protocol for WSN (Kameshkumar R. Raval, Nilesh Modi)....Pages 441-449
Blockchain Framework for Social Media DRM Based on Secret Sharing (M. Kripa, A. Nidhin Mahesh, R. Ramaguru, P. P. Amritha)....Pages 451-458
An Overview of Blockchain Consensus and Vulnerability (Gajala Praveen, Mayank Anand, Piyush Kumar Singh, Prabhat Ranjan)....Pages 459-468
Statistical Analysis of Stress Levels in Students Pursuing Professional Courses (Harish H. Kenchannavar, Shrivatsa D. Perur, U. P. Kulkarni, Rajeshwari Hegde)....Pages 469-477
Smart Helmet using Advanced Technology (K. Muni Mohith Reddy, D. Venkata Krishna Rohith, C. Akash Reddy, I. Mamatha)....Pages 479-488
Analyze and Compare the Parameters of Microstrip Rectangular Patch Antenna Using Fr4, RT Duroid, and Taconic Substrate (Prakash Kuravatti)....Pages 489-495
Performance Analysis of Hand-Crafted Features and CNN Toward Real-Time Crop Disease Identification (Vivek Tiwari, Aditi Agrahari, Sriyuta Srivastava)....Pages 497-505
Performance Analysis of GNSS Utility by Multi-constellation Over the Indian Region (Madhu Ramarakula, Goparaju V. R. Sai Sukesh)....Pages 507-515
Digital Learning: A New Perception to Learn Beyond the Classroom Boundary (Dweepna Garg, Radhika Patel, Rima Patel, Binal Kaka, Parth Goel, Bhavika Patel)....Pages 517-527
Performance Analysis of Channel Capacity of MIMO System Without CSI (Divya Singh, Aasheesh Shukla)....Pages 529-535
Firmware Injection Detection on IoT Devices Using Deep Random Forest (E. Arul, A. Punidha, V. D. Ambeth Kumar, E. Yuvarani)....Pages 537-544
Adaptive Protection Scheme for Renewable Integrated Microgridโ€”A Case Study (S. G. Srivani, C. Suresha, K. N. S. V. Theertha, D. Chandan)....Pages 545-554
Relevant Feedback-Based User-Query Log Recommender System from Public Repository (V. Kakulapati, D. Vasumathi, G. Suryanarayana)....Pages 555-568
Intelligent Sentiments Information Systems Using Fuzzy Logic (Roop Ranjan, A. K. Daniel)....Pages 569-578
Possibility Study of PV-STATCOM with CHB Multilevel Inverter: A Review (K. M. Nathgosavi, P. M. Joshi)....Pages 579-589
Design and Development of Wireless Sensor for Variable Temperature and for Various Security Purposes (Prabhakar Singh, Minal Saxena)....Pages 591-599
Analysis of Cloud Forensics Challenges and Solutions (Ashish Revar, Abhishek Anand, Ishwarlal Rathod)....Pages 601-608
Cohesion Measure for Restructuring (Sarika Bobde, Rashmi Phalnikar)....Pages 609-614
Analysis of F-Shape Antenna with Different Dielectric Substrate and Thickness (Radhika Raina, Komal Jaiswal, Shekhar Yadav, Dheeraj Kumar, Ram Suchit Yadav)....Pages 615-626
Analyzing Forensic Anatomization of Windows Artefacts for Bot-Malware Detection (Vasundhra Gupta, Mohona Ghosh, Niyati Baliyan)....Pages 627-635
Low-Power Two-Stage OP-AMP in 16 nm (Gopal Agarwal, Vedvyas Dwivedi)....Pages 637-642
Computation of Hopf Bifurcation Points in the Magnetic Levitation System (Sudarshan K. Valluru, Anshul Gupta, Aditya Verma)....Pages 643-650
Face Sketch-Image Recognition for Criminal Detection Using a GAN Architecture (Sunil Karamchandani, Ganesh Shukla)....Pages 651-659
Studying Network Features in Systems Biology Using Machine Learning (Shubham Mittal, Yasha Hasija)....Pages 661-669
Smart Predictive Healthcare Framework for Remote Patient Monitoring and Recommendation Using Deep Learning with Novel Cost Optimization (Anand Motwani, Piyush Kumar Shukla, Mahesh Pawar)....Pages 671-682
Enhanced Question Answering System with Trustworthy Answers (C. Valliyammai, V. P. Siddharth Gupta, Puviarasi Gowrinathan, Kalli Poornima, S. Yaswanth)....Pages 683-692
Rumour Containment Using Monitor Placement and Truth Propagation (Amrah Maryam, Rashid Ali)....Pages 693-702
Classification of Satellite Images (N. Manohar, M. A. Pranav, S. Aksha, T. K. Mytravarun)....Pages 703-713
Sign Language Recognizer Using HMMs (Venkata Sai Rishita Middi, Middi Appala Raju)....Pages 715-724
Attendance Monitoring Using Computer Vision (Akanksha Krishna Singh, Mausami, Smita Kulkarni)....Pages 725-732
Heart Disease Prediction Using Ensemblers Learning (Meenu Bhatia, Dilip Motwani)....Pages 733-743
Impact of Influencer Credibility and Content on the Influencerโ€“Follower Relationships in India (Adithya Suresh, Akhilraj Rajan, Deepak Gupta)....Pages 745-751
Smart Employment System: An HR Recruiter (Kajal Jewani, Anupreet Bhuyar, Anisha Kaul, Chinmay Mahale, Trupti Kamat)....Pages 753-763
Alzheimerโ€™s Disease Prediction Using Fastai (Chiramel Riya Francis, Unik Lokhande, Prabhjyot Kaur Bamrah, Arlene Dโ€™costa)....Pages 765-775
Back Matter ....Pages 777-780

โœฆ Subjects


Engineering; Computational Intelligence; Computer Communication Networks; Professional Computing


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