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International Conference on Innovative Computing and Communications: Proceedings of ICICC 2020, Volume 2

✍ Scribed by Deepak Gupta, Ashish Khanna, Siddhartha Bhattacharyya, Aboul Ella Hassanien, Sameer Anand, Ajay Jaiswal


Publisher
Springer Singapore;Springer
Year
2021
Tongue
English
Leaves
1158
Series
Advances in Intelligent Systems and Computing 1166
Edition
1st ed.
Category
Library

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✦ Synopsis


This book includes high-quality research papers presented at the Third International Conference on Innovative Computing and Communication (ICICC 2020), which is held at the Shaheed Sukhdev College of Business Studies, University of Delhi, Delhi, India, on 21–23 February, 2020. Introducing the innovative works of scientists, professors, research scholars, students and industrial experts in the field of computing and communication, the book promotes the transformation of fundamental research into institutional and industrialized research and the conversion of applied exploration into real-time applications.


✦ Table of Contents


Front Matter ....Pages i-xxix
A Dummy Location Generation Model for Location Privacy in Vehicular Ad hoc Networks (Bhawna Chaudhary, Karan Singh)....Pages 1-10
Evaluating User Influence in Social Networks Using k-core (N. Govind, Rajendra Prasad Lal)....Pages 11-18
Depression Anatomy Using Combinational Deep Neural Network (Apeksha Rustagi, Chinkit Manchanda, Nikhil Sharma, Ila Kaushik)....Pages 19-33
A Hybrid Cost-Effective Genetic and Firefly Algorithm for Workflow Scheduling in Cloud (Ishadeep Kaur, P. S. Mann)....Pages 35-45
Flexible Dielectric Resonator Antenna Using Polydimethylsiloxane Substrate as Dielectric Resonator for Breast Cancer Diagnostics (Doondi Kumar Janapala, Moses Nesasudha)....Pages 47-55
Machine Learning-Based Prototype for Restaurant Rating Prediction and Cuisine Selection (Kunal Bikram Dutta, Aman Sahu, Bharat Sharma, Siddharth S. Rautaray, Manjusha Pandey)....Pages 57-68
Deeper into Image Classification (Jatin Bindra, Bulla Rajesh, Savita Ahlawat)....Pages 69-81
Investigation of Ionospheric Total Electron Content (TEC) During Summer Months for Ionosphere Modeling in Indian Region Using Dual-Frequency NavIC System (Sharat Chandra Bhardwaj, Anurag Vidyarthi, B. S. Jassal, A. K. Shukla)....Pages 83-91
An Improved Terrain Profiling System with High-Precision Range Measurement Method for Underwater Surveyor Robot ( Maneesha, Praveen Kant Pandey)....Pages 93-102
Prediction of Diabetes Mellitus: Comparative Study of Various Machine Learning Models (Arooj Hussain, Sameena Naaz)....Pages 103-115
Tracking of Soccer Players Using Optical Flow (Chetan G. Kagalagomb, Sunanda Dixit)....Pages 117-129
Selection of Probabilistic Data Structures for SPV Wallet Filtering (Adeela Faridi, Farheen Siddiqui)....Pages 131-143
Hybrid BF-PSO Algorithm for Automatic Voltage Regulator System (Hotha Uday Kiran, Sharad Kumar Tiwari)....Pages 145-153
Malware Classification Using Multi-layer Perceptron Model (Jagsir Singh, Jaswinder Singh)....Pages 155-168
Protocol Random Forest Model to Enhance the Effectiveness of Intrusion Detection Identification (Thet Thet Htwe, Nang Saing Moon Kham)....Pages 169-178
Detecting User’s Spreading Influence Using Community Structure and Label Propagation (Sanjay Kumar, Khyati Grover, Lakshay Singhla, Kshitij Jindal)....Pages 179-187
Bagging- and Boosting-Based Latent Fingerprint Image Classification and Segmentation (Megha Chhabra, Manoj Kumar Shukla, Kiran Kumar Ravulakollu)....Pages 189-201
Selecting Social Robot by Understanding Human–Robot Interaction (Kiran Jot Singh, Divneet Singh Kapoor, Balwinder Singh Sohi)....Pages 203-213
Flooding and Forwarding Based on Efficient Routing Protocol (Preshi Godha, Swati Jadon, Anshi Patle, Ishu Gupta, Bharti Sharma, Ashutosh Kumar Singh)....Pages 215-223
Hardware-Based Parallelism Scheme for Image Steganography Speed up (Seyedeh Haleh Seyed Dizaji, Mina Zolfy Lighvan, Ali Sadeghi)....Pages 225-236
Predicting Group Size for Software Issues in an Open-Source Software Development Environment (Deepti Chopra, Arvinder Kaur)....Pages 237-246
Wireless CNC Plotter for PCB Using Android Application (Ashish Kumar, Shubham Kumar, Swati Shukla)....Pages 247-254
Epileptic Seizure Detection Using Machine Learning Techniques (Sudesh Kumar, Rekh Ram Janghel, Satya Prakash Sahu)....Pages 255-266
Analysis of Minimum Support Price Prediction for Indian Crops Using Machine Learning and Numerical Methods (Sarthak Gupta, Akshara Agarwal, Paluck Deep, Saurabh Vaish, Archana Purwar)....Pages 267-277
A Robust Methodology for Creating Large Image Datasets Using a Universal Format (Gurpartap Singh, Sunil Agrawal, B. S. Sohi)....Pages 279-288
A Comparative Empirical Evaluation of Topic Modeling Techniques (Pooja Kherwa, Poonam Bansal)....Pages 289-297
An Analysis of Machine Learning Techniques for Flood Mitigation (Vinay Dubey, Rahul Katarya)....Pages 299-307
Link Prediction in Complex Network: Nature Inspired Gravitation Force Approach (Sanjay Kumar, Utkarsh Chaudhary, Rewant Kedia, Tushar Singhal)....Pages 309-319
Hridaya Kalp: A Prototype for Second Generation Chronic Heart Disease Detection and Classification (Harshit Anand, Abhishek Anand, Indrashis Das, Siddharth S. Rautaray, Manjusha Pandey)....Pages 321-329
Two-Stream Mid-Level Fusion Network for Human Activity Detection (Mainak Chakraborty, Alik Pramanick, Sunita Vikrant Dhavale)....Pages 331-343
Content Classification Using Active Learning Approach (Neha Bansal, Arun Sharma, R. K. Singh)....Pages 345-352
Analysis of NavIC Multipath Signal Sensitivity for Soil Moisture in Presence of Vegetation (Vivek Chamoli, Rishi Prakash, Anurag Vidyarthi, Ananya Ray)....Pages 353-364
Uncovering Employee Job Satisfaction Using Machine Learning: A Case Study of Om Logistics Ltd (Diksha Jain, Sandhya Makkar, Lokesh Jindal, Mukta Gupta)....Pages 365-376
Transaction Privacy Preservations for Blockchain Technology (Bharat Bhushan, Nikhil Sharma)....Pages 377-393
EEG Artifact Removal Techniques: A Comparative Study (Mridu Sahu, Samrudhi Mohdiwale, Namrata Khoriya, Yogita Upadhyay, Anjali Verma, Shikha Singh)....Pages 395-403
Evolution of Time-Domain Feature for Classification of Two-Class Motor Imagery Data (Rahul Kumar, Mridu Sahu, Samrudhi Mohdiwale)....Pages 405-414
Finding Influential Spreaders in Weighted Networks Using Weighted-Hybrid Method (Sanjay Kumar, Yash Raghav, Bhavya Nag)....Pages 415-426
Word-Level Sign Language Gesture Prediction Under Different Conditions (Monika Arora, Priyanshu Mehta, Divyanshu Mittal, Prachi Bajaj)....Pages 427-435
Firefly Algorithm-Based Optimized Controller for Frequency Control of an Autonomous Multi-Microgrid (Kshetrimayum Millaner Singh, Sadhan Gope, Nicky Pradhan)....Pages 437-451
Abnormal Activity-Based Video Synopsis by Seam Carving for ATM Surveillance Applications (B. Yogameena, R. Janani)....Pages 453-462
Behavioral Analysis from Online Data Using Temporal Graphs (Anam Iqbal, Farheen Siddiqui)....Pages 463-472
Medical Data Analysis Using Machine Learning with KNN (Sabyasachi Mohanty, Astha Mishra, Ankur Saxena)....Pages 473-485
Insight to Model Clone’s Differentiation, Classification, and Visualization (Ritu Garg, R. K. Singh)....Pages 487-495
Predicting Socio-economic Features for Indian States Using Satellite Imagery (Pooja Kherwa, Savita Ahlawat, Rishabh Sobti, Sonakshi Mathur, Gunjan Mohan)....Pages 497-508
Semantic Space Autoencoder for Cross-Modal Data Retrieval (Shaily Malik, Poonam Bansal)....Pages 509-516
A Novel Approach to Classify Cardiac Arrhythmia Using Different Machine Learning Techniques (Parag Jain, C. S. Arjun Babu, Sahana Mohandoss, Nidhin Anisham, Shivakumar Gadade, A. Srinivas et al.)....Pages 517-526
Offline Handwritten Mathematical Expression Evaluator Using Convolutional Neural Network (Amit Choudhary, Savita Ahlawat, Harsh Gupta, Aniruddha Bhandari, Ankur Dhall, Manish Kumar)....Pages 527-537
An Empirical Study on Diabetes Mellitus Prediction Using Apriori Algorithm (Md. Tanvir Islam, M. Raihan, Fahmida Farzana, Promila Ghosh, Shakil Ahmed Shaj)....Pages 539-550
An Overview of Ultra-Wide Band Antennas for Detecting Early Stage of Breast Cancer (M. K. Anooradha, A. Amir Anton Jone, Anita Jones Mary Pushpa, V. Neethu Susan, T. Beril Lynora)....Pages 551-559
Single Image Haze Removal Using Hybrid Filtering Method (K. P. Senthilkumar, P. Sivakumar)....Pages 561-570
An Optimized Multilayer Outlier Detection for Internet of Things (IoT) Network as Industry 4.0 Automation and Data Exchange (Adarsh Kumar, Deepak Kumar Sharma)....Pages 571-584
Microscopic Image Noise Reduction Using Mathematical Morphology (Mangala Shetty, R. Balasubramani)....Pages 585-594
A Decision-Based Multi-layered Outlier Detection System for Resource Constraint MANET (Adarsh Kumar, P. Srikanth)....Pages 595-610
Orthonormal Wavelet Transform for Efficient Feature Extraction for Sensory-Motor Imagery Electroencephalogram Brain–Computer Interface (Poonam Chaudhary, Rashmi Agrawal)....Pages 611-622
Performance of RPL Objective Functions Using FIT IoT Lab (Spoorthi P. Shetty, Udaya Kumar K. Shenoy)....Pages 623-630
Predictive Analytics for Retail Store Chain (Sandhya Makkar, Arushi Sethi, Shreya Jain)....Pages 631-641
Object Identification in Satellite Imagery and Enhancement Using Generative Adversarial Networks (Pranav Pushkar, Lakshay Aggarwal, Mohammad Saad, Aditya Maheshwari, Harshit Awasthi, Preeti Nagrath)....Pages 643-657
Keyword Template Based Semi-supervised Topic Modelling in Tweets (Greeshma N. Gopal, Binsu C. Kovoor, U. Mini)....Pages 659-666
A Community Interaction-Based Routing Protocol for Opportunistic Networks (Deepak Kumar Sharma, Shrid Pant, Rinky Dwivedi)....Pages 667-679
Performance Analysis of the ML Prediction Models for the Detection of Sybil Accounts in an OSN (Ankita Kumari, Manu Sood)....Pages 681-693
Exploring Feature Selection Technique in Detecting Sybil Accounts in a Social Network (Shradha Sharma, Manu Sood)....Pages 695-708
Implementation of Ensemble-Based Prediction Model for Detecting Sybil Accounts in an OSN (Priyanka Roy, Manu Sood)....Pages 709-723
Performance Analysis of Impact of Network Topologies on Different Controllers in SDN (Dharmender Kumar, Manu Sood)....Pages 725-735
Bees Classifier Using Soft Computing Approaches (Abhilakshya Agarwal, Rahul Pradhan)....Pages 737-748
Fuzzy Trust Based Secure Routing Protocol for Opportunistic Internet of Things (Nisha Kandhoul, S. K. Dhurandher)....Pages 749-755
Student’s Performance Prediction Using Data Mining Technique Depending on Overall Academic Status and Environmental Attributes (Syeda Farjana Shetu, Mohd Saifuzzaman, Nazmun Nessa Moon, Sharmin Sultana, Ridwanullah Yousuf)....Pages 757-769
Evaluate and Predict Concentration of Particulate Matter (PM2.5) Using Machine Learning Approach (Shaon Hossain Sani, Akramkhan Rony, Fyruz Ibnat Karim, M. F. Mridha, Md. Abdul Hamid)....Pages 771-785
Retrieval of Frequent Itemset Using Improved Mining Algorithm in Hadoop (Sandhya Sandeep Waghere, PothuRaju RajaRajeswari, Vithya Ganesan)....Pages 787-798
Number Plate Recognition System for Vehicles Using Machine Learning Approach (Md. Amzad Hossain, Istiaque Ahmed Suvo, Amitabh Ray, Md. Ariful Islam Malik, M. F. Mridha)....Pages 799-814
The Model to Determine the Location and the Date by the Length of Shadow of Objects for Communication Networks (Renrui Zhang)....Pages 815-823
CW-CAE: Pulmonary Nodule Detection from Imbalanced Dataset Using Class-Weighted Convolutional Autoencoder (Seba Susan, Dhaarna Sethi, Kriti Arora)....Pages 825-833
SORTIS: Sharing of Resources in Cloud Framework Using CloudSim Tool (Kushagra Gupta, Rahul Johari)....Pages 835-843
Predicting Diabetes Using ML Classification Techniques (Geetika Vashisht, Ashish Kumar Jha, Manisha Jailia)....Pages 845-854
Er–Yb Co-doped Fibre Amplifier Performance Enhancement for Super-Dense WDM Applications (Anurupa Lubana, Sanmukh Kaur, Yugnanda Malhotra)....Pages 855-866
Seizure Detection from Intracranial Electroencephalography Recordings (Pranjal Naman, Satyarth Vats, Monarch Batra, Raunaq Bhalla, Smriti Srivastava)....Pages 867-875
Reader: Speech Synthesizer and Speech Recognizer (Mohammad Muzammil Khan, Anam Saiyeda)....Pages 877-886
Comparing CNN Architectures for Gait Recognition Using Optical Flows (Sumit Sarin, Anirudh Chugh, Antriksh Mittal, Smriti Srivastava)....Pages 887-893
Digital Identity Management System Using Blockchain Technology (Ei Shwe Sin, Thinn Thu Naing)....Pages 895-906
Enhancing Redundant Content Elimination Algorithm Using Processing Power of Multi-Core Architecture (Rahul Saxena, Monika Jain)....Pages 907-919
Matched Filter Design Using Dynamic Histogram for Power Quality Events Detection (Manish Kumar Saini, Rajender Kumar Beniwal)....Pages 921-935
Managing Human (Social) Capital in Medium to Large Companies Using Organizational Network Analysis: Monoplex Network Approach with the Application of Highly Interactive Visual Dashboards (Srečko Zajec, Leo Mrsic, Robert Kopal)....Pages 937-945
Gender and Age Estimation from Gait: A Review (Tawqeer Ul Islam, Lalit Kumar Awasthi, Urvashi Garg)....Pages 947-962
Parkinson’s Disease Detection Through Visual Deep Learning (Vasudev Awatramani, Deepak Gupta)....Pages 963-972
Architecture and Framework Enabling Internet of Vehicles Towards Intelligent Transportation System (R. Manaswini, B. Saikrishna, Nishu Gupta)....Pages 973-984
Group Data Sharing and Auditing While Securing Sensitive Information (Shubham Singh, Deepti Aggarwal)....Pages 985-997
Novel Umbrella 360 Cloud Seeding Based on Self-landing Reusable Hybrid Rocket (Satyabrat Shukla, Gautam Singh, Saikat Kumar Sarkar, Purnima Lala Mehta)....Pages 999-1011
User Detection Using Cyclostationary Feature Detection in Cognitive Radio Networks with Various Detection Criteria (Budati Anil Kumar, V. Hima Bindu, N. Swetha)....Pages 1013-1029
Fuzzy-Based DBSCAN Algorithm to Elect Master Cluster Head and Enhance the Network Lifetime and Avoid Redundancy in Wireless Sensor Network (Tripti Sharma, Amar Mohapatra, Geetam Tomar)....Pages 1031-1042
Water Quality Evaluation Using Soft Computing Method (Shivam Bhardwaj, Deepak Gupta, Ashish Khanna)....Pages 1043-1052
Crowd Estimation of Real-Life Images with Different View-Points (Md Shah Fahad, Akshay Deepak)....Pages 1053-1062
Scalable Machine Learning in C++ (CAMEL) (Moolchand Sharma, Anshuman Raina, Kashish Khullar, Harshit Khandelwal, Saumye Mehrotra)....Pages 1063-1081
Intelligent Gateway for Data-Centric Communication in Internet of Things (Rohit Raj, Akash Sinha, Prabhat Kumar, M. P. Singh)....Pages 1083-1091
A Critical Review: SANET and Other Variants of Ad Hoc Networks (Ekansh Chauhan, Manpreet Sirswal, Deepak Gupta, Ashish Khanna)....Pages 1093-1114
HealthStack–A Decentralized Medical Record Storage Application (Mayank Bansal, Kalpna Sagar, Anil Ahlawat)....Pages 1115-1123
AEECC-SEP: Ant-Based Energy Efficient Condensed Cluster Stable Election Protocol in Wireless Sensor Network (Tripti Sharma, Amar Mohapatra, Geetam Tomar)....Pages 1125-1138
Measurement and Modeling of DTCR Software Parameters Based on Intranet Wide Area Measurement System for Smart Grid Applications (Mohammad Kamrul Hasan, Musse Mohamud Ahmed, Sherfriz Sherry Musa)....Pages 1139-1150
Dynamic Load Modeling and Parameter Estimation of 132/275 KV Using PMU-Based Wide Area Measurement System (Musse Mohamud Ahmed, Mohammad Kamrul Hasanl, Noor Shamilawani Farhana Yusoff)....Pages 1151-1164
Enhanced Approach for Android Malware Detection (Gulshan Shrivastava, Prabhat Kumar)....Pages 1165-1178
Back Matter ....Pages 1179-1182

✦ Subjects


Engineering; Computational Intelligence; Communications Engineering, Networks; Data Mining and Knowledge Discovery


πŸ“œ SIMILAR VOLUMES


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