Advances in Computing and Data Sciences: 4th International Conference, ICACDS 2020, Valletta, Malta, April 24–25, 2020, Revised Selected Papers

✍ Scribed by Mayank Singh, P. K. Gupta, Vipin Tyagi, Jan Flusser, Tuncer Ören, Gianluca Valentino

Publisher: Springer Singapore;Springer
Year: 2020
Tongue: English
Leaves: 532
Series: Communications in Computer and Information Science 1244
Edition: 1st ed.
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book constitutes the post-conference proceedings of the 4th International Conference on Advances in Computing and Data Sciences, ICACDS 2020, held in Valletta, Malta, in April 2020.*

The 46 full papers were carefully reviewed and selected from 354 submissions. The papers are centered around topics like advanced computing, data sciences, distributed systems organizing principles, development frameworks and environments, software verification and validation, computational complexity and cryptography, machine learning theory, database theory, probabilistic representations.
* The conference was held virtually due to the COVID-19 pandemic.

✦ Table of Contents

Front Matter ....Pages i-xiv
Front Matter ....Pages 1-1
A Computer Vision Based Approach for the Analysis of Acuteness of Garbage (Chitransh Bose, Siddheshwar Pathak, Ritik Agarwal, Vikas Tripathi, Ketan Joshi)....Pages 3-11
The Moderating Effect of Demographic Factors Acceptance Virtual Reality Learning in Developing Countries in the Middle East (Malik Mustafa, Sharf Alzubi, Marwan Alshare)....Pages 12-23
Table Tennis Forehand and Backhand Stroke Recognition Based on Neural Network (Kristian Dokic, Tomislav Mesic, Marko Martinovic)....Pages 24-35
An Effective Vision Based Framework for the Identification of Tuberculosis in Chest X-Ray Images (Tejasvi Ghanshala, Vikas Tripathi, Bhaskar Pant)....Pages 36-45
User Assisted Clustering Based Key Frame Extraction (Nisha P. Shetty, Tushar Garg)....Pages 46-55
A Threat Towards the Neonatal Mortality (Kumari Deepika, Santosh Chowhan)....Pages 56-65
Digital Marketing Effectiveness Using Incrementality (Shubham Gupta, Sneha Chokshi)....Pages 66-75
Explainable Artificial Intelligence for Falls Prediction (Leeanne Lindsay, Sonya Coleman, Dermot Kerr, Brian Taylor, Anne Moorhead)....Pages 76-84
Enhanced UML Use Case Meta-model Semantics from Cognitive and Utility Perspectives (Mahesh R. Dube)....Pages 85-95
The Impact of Mobile Augmented Reality Design Implementation on User Engagement (Mervat Medhat Youssef, Sheren Ali Mousa, Mohamed Osman Baloola, Basma Mortada Fouda)....Pages 96-106
Intelligent Mobile Edge Computing: A Deep Learning Based Approach (Abhirup Khanna, Anushree Sah, Tanupriya Choudhury)....Pages 107-116
Analysis of Clustering Algorithms in Machine Learning for Healthcare Data (M. Ambigavathi, D. Sridharan)....Pages 117-128
Securing Mobile Agents Migration Using Tree Parity Machine with New Tiny Encryption Algorithm (Pradeep Kumar, Niraj Singhal, K. M. Chaitra)....Pages 129-138
An Approach to Waste Segregation and Management Using Convolutional Neural Networks (Deveshi Thanawala, Aditya Sarin, Priyanka Verma)....Pages 139-150
Open Source Intelligence Initiating Efficient Investigation and Reliable Web Searching (Shiva Tiwari, Ravi Verma, Janvi Jaiswal, Bipin Kumar Rai)....Pages 151-163
A Neural Network Based Hybrid Model for Depression Detection in Twitter (Bhanu Verma, Sonam Gupta, Lipika Goel)....Pages 164-175
Unleashing the VEP Triplet Count of Virtually Created 3D Bangla Alphabet to Integrate with Augmented Reality Application (Apurba Ghosh, Anindya Ghosh, Arif Ahmed, Md Salah Uddin, Mizanur Rahman, Md Samaun Hasan et al.)....Pages 176-186
A Hybrid Machine Learning Framework for Prediction of Software Effort at the Initial Phase of Software Development (Prerana Rai, Shishir Kumar, Dinesh Kumar Verma)....Pages 187-200
Chronic Disease Prediction Using Deep Learning (Jyoti Mishra, Sandhya Tarar)....Pages 201-211
A Deep Learning Based Method to Discriminate Between Photorealistic Computer Generated Images and Photographic Images (Kunj Bihari Meena, Vipin Tyagi)....Pages 212-223
Load Balancing Algorithm in Cloud Computing Using Mutation Based PSO Algorithm (Saurabh Singhal, Ashish Sharma)....Pages 224-233
Statistical Model for Qualitative Grading of Milled Rice (Medha Wyawahare, Pooja Kulkarni, Abha Dixit, Pradyumna Marathe)....Pages 234-246
Measuring the Effectiveness of Software Code Review Comments (Syeda Sumbul Hossain, Yeasir Arafat, Md. Ekram Hossain, Md. Shohel Arman, Anik Islam)....Pages 247-257
Proposed Model for Feature Extraction for Vehicle Detection (Padma Mishra, Anup Girdhar)....Pages 258-271
Analysis of Feature Selection Methods for P2P Botnet Detection (Chirag Joshi, Vishal Bharti, Ranjeet Kumar Ranjan)....Pages 272-282
ELM-MVD: An Extreme Learning Machine Trained Model for Malware Variants Detection (Pushkar Kishore, Swadhin Kumar Barisal, Alle Giridhar Reddy, Durga Prasad Mohapatra)....Pages 283-292
Real-Time Biometric System for Security and Surveillance Using Face Recognition (Arvind Jaiswal, Sandhya Tarar)....Pages 293-304
An Effective Block-Chain Based Authentication Technique for Cloud Based IoT (S. Dilli Babu, Rajendra Pamula)....Pages 305-319
Early Detection of Autism Spectrum Disorder in Children Using Supervised Machine Learning (Kaushik Vakadkar, Diya Purkayastha, Deepa Krishnan)....Pages 320-329
Anatomical Analysis Between Two Languages Alphabets: Visually Typographic Test Transformation in Morphological Approaches (Mizanur Rahman, Md. Salah Uddin, Md. Samaun Hasan, Apurba Ghosh, Sadia Afrin Boby, Arif Ahmed et al.)....Pages 330-339
Auto Segmentation of Lung in Non-small Cell Lung Cancer Using Deep Convolution Neural Network (Ravindra Patil, Leonard Wee, Andre Dekker)....Pages 340-351
Multiwavelet Based Unmanned Aerial Vehicle Thermal Image Fusion for Surveillance and Target Location (B. Bharathidasan, G. Thirugnanam)....Pages 352-361
Investigating Movement Detection in Unedited Camera Footage (Samuel Sciberras, Joseph G. Vella)....Pages 362-371
Time Series Forecasting Using Machine Learning (Ruchi Verma, Joshita Sharma, Shagun Jindal)....Pages 372-381
Improving Packet Queues Using Selective Epidemic Routing Protocol in Opportunistic Networks (SERPO) (Tanvi Gautam, Amita Dev)....Pages 382-394
Heart Disease Prediction System Using Classification Algorithms (Sarthak Vinayaka, P. K. Gupta)....Pages 395-404
Front Matter ....Pages 405-405
Graph Database and Relational Database Performance Comparison on a Transportation Network (Jinhua Chen, Qingyu Song, Can Zhao, Zhiheng Li)....Pages 407-418
Optimizing Creative Allocations in Digital Marketing (Shubham Gupta, Anshuman Gupta, Parth Savjani, Rahul Kumar)....Pages 419-429
Big Data Analytics for Customer Relationship Management: A Systematic Review and Research Agenda (Sarika Sharma)....Pages 430-438
Agricultural Field Analysis Using Satellite Surface Reflectance Data and Machine Learning Technique (Medha Wyawahare, Pranesh Kulkarni, Aditya Kulkarni, Ankit Lad, Jayant Majji, Aayush Mehta)....Pages 439-448
Sponsored Data Connectivity at the Network Edge (Ivaylo Atanasov, Evelina Pencheva, Ivaylo Asenov, Ventsislav Trifonov)....Pages 449-462
Dynamic Bidding with Contextual Bid Decision Trees in Digital Advertisement (Manish Pathak, Ujwala Musku)....Pages 463-473
MOOC Performance Prediction by Deep Learning from Raw Clickstream Data (Gábor Kőrösi, Richard Farkas)....Pages 474-485
UDHR - Unified Decentralized Health Repository (Premanand P. Ghadekar, Anant Dhok, Anuj Khandelwal, Ayush Tejwani, Sonica Kulkarni, Srivallabh Mangrulkar)....Pages 486-495
Mining Massive Time Series Data: With Dimensionality Reduction Techniques (Justin Borg, Joseph G. Vella)....Pages 496-506
Comparative Analysis of Data Mining Techniques to Predict Heart Disease for Diabetic Patients (Abhishek Kumar, Pardeep Kumar, Ashutosh Srivastava, V. D. Ambeth Kumar, K. Vengatesan, Achintya Singhal)....Pages 507-518
Back Matter ....Pages 519-520

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