Opening Ceremony

Natural Language Processing and Regular Expression based Services

Speaker: Prof. Maiga Chang, Athabasca University, Canada

Evolutionary Intelligence for Automated Computing

Speaker: Prof. Amir H. Gandomi, University of Technology Sydney, Australia

TS 01: Intelligent Systems

119

Artificial Intelligence in Diagnosing and Managing Respiratory Diseases -Views of Medical Professionals in India-A Qualitative Study
S Sangeetha and J Prabakaran

141

A Study of Machine Translation Models for Kannada - Tulu
Asha Hegde, Shashirekha Hosahalli Lakshmaiah, Anand Kumar Madasamy and Bharathi Raja Chakravarthi

153

Diagnosis of Parkinson's Disease using Machine Learning Algorithms
Janvi Malhotra, Khushal Thakur, Divneet Singh Kapoor, Kiran Singh and Anshul Sharma

154

Comparative Evaluation of Machine Learning Algorithms for Credit Card Fraud Detection
Kiran Singh, Khushal Thakur, Divneet Singh Kapoor, Anshul Sharma, Sakshi Bajpai, Neeraj Sirawag,Riya Mehta, Chitransh Chaudhary and Utkarsh Singh

187

Seq2Code: Transformer based Encoder-Decoder model for Python Source code Generation
Naveen Kumar Laskari, K Adi Narayana Reddy and Indrasena Reddy M

285

Improvement of Speech Emotion Recognition by Deep Convolutional Neural Network and Speech Features
Aniruddha Mohanty, Ravindranath C. Cherukuri and Alok Ranjan Prusty

287

Presaging Cancer Stage Classification by extracting influential features from Breast/Lung/Prostate cancer clinical datasets based on TNM model
Sweta Manna and Sujoy Mistry

TS 02: Image Processing and Computer Vision

25

Plant Disease Detection Using CNN
Silpa Chaitanya Prathipati, Harshini Kunchanapalli, Moni Priyanka Kukkala, Pranavika Sri Koppula and Pavani Dasari

31

A Mathematical Model to explore the details in an image with Local Binary Pattern distribution (LBP)
Denny Dominic, Krishnan Balachandran and Xavier C

84

A comprehensive review on crop disease prediction based on Machine Learning and Deep Learning techniques
Manoj Patil and Manohar Manur

87

Gesture Analysis Using Image Processing: For Detection of Suspicious Human Actions
Prachi Bhagat and Anjali Bhalchandra

100

Modified Iterative Shrinkage-Thresholding Algorithms for Image De-blurring in Medical Imaging
Himanshu Choudhary and Kartik Sahoo

160

Comparative analysis on Deep Learning Models for detection of anomalies and leaf disease prediction in cotton plant data
Chander Nenavath and Upendra Kumar M

186

Optimized CNN Model with Deep Convolutional GAN for Brain Tumor Detection
Vamsi Kalyan Reddy Mure, Prithvi K Murjani, Sujatha Rajkumar, Ajay Chandrasekar and Tom Chen

TS 03: Computational intelligence

22

Design and Analysis of Genetic Algorithm Optimization based ANFIS Controller for Interleaved DC-DC Converter fed PEMFC System
M. Narule, Ch Hussaian Basha and B. Srinivasa Varma

78

Computational Drug Discovery Using minimal Inhibitory Concentration Analysis With Bacterial DNA Snippets
Sabari Priya K P, Hemadharshini J, Sona S, Suganya R and Seyed M Buhari

365

Optimal Shortest Path Routing over Wireless Sensor Networks using Constrained Genetic FireFly Optimization Algorithm
Sujatha Kokatnoor, Vandana Reddy and Balachandran Krishnan

372

Swarm Intelligence Based Clustering and Routing Using Aisfoa-Ngwo For WSN
Vasim Babu M, Madhusudhan Reddy M, Vinoth Kumar Cns, Ramasamy R and Aishwarya B

380

Improving K-means by an Agglomerative Method and Density Peaks
Libero Nigro and Franco Cicirelli

382

GABC Genetic Artificial Bee Colony for Mapping onto Network on Chip
Maamar Bougherara

467

Improving the Performance of Fuzzy Rule Based Classification Systems using Particle Swarm Optimization
Shashi Kant, Devendra Agarwal and Praveen Kumar Shukla

TS 04: Big Data Analytics

30

Next Word Prediction Using Deep Learning
Alapati Naresh, Linga Suvarchala, Kollipara Baby Sreelekha, Gude Pravallika and Shaik Afifa Farheen

142

Ecommerce Product’s Trust Prediction Based On Customer Reviews
Hrutuja Kargirwar, Praveen Bhagavatula, Shrutika Konde, Paresh Chaudhari, Vipul Dhamde, Gopal Sakarkar and Juan C. Correa

150

Disaster Analysis through Tweets
Anshul Sharma, Khushal Thakur, Divneet Singh Kapoor, Kiran Singh, Tarun Saroch and Raj Kumar

159

Neural Network based Model for Prediction of Understandability and Modifiability of Object Oriented Software
Sumit Babu and Raghuraj Singh

165

Explainable Stacking Machine Learning Ensemble for Predicting Airline Customer Satisfaction
Pranav R and Gururaja H S

214

Drugs Toxicity Prediction: A Review
Kamal Dhanda, Devender Kumar and Anuj Kumar Sharma

229

Named Entity Recognition: A Review for Key Information Extraction
Nandini P and Bhat Geetalaxmi Jairam

TS 05: Emerging Techniques

94

Reliability Analysis of a Mechanical System with 3 – Out - of - 5 Subsystems
Yamuna B, Radha Gupta, Kokila Ramesh and Geetha N K

107

A Sensitivity Study of Machine Learning Techniques Based on Multiprocessing For theLoad Forecasting In an Electric Power Distribution System
Ajay Singh and Kapil Joshi

151

Future Commercial Prospects of Unmanned Aerial Vehicles (UAVs)
Divneet Singh Kapoor, Kiran Singh, Richa Bansal, Khushal Thakur and Anshul Sharma

178

Security Using Blockchain in IOT Based Education System
Suman Punia

191

Design of an Aqua Drone for Automated Trash Collection from swimming pools using a Deep Learning framework
Kiran Mungekar, Bijith Marakarkandy, Sandeep Kelkar and Prashant Gupta

238

Redundant Branch Deletion from Version Control System
Kushagra Mishra and Vishalakshi Prabhu

664

Real Time Operated Medical Assistive Robot
Ann Mariya Lazar, Ms. Binet Rose Devassy and G.R Gnana King

TS 06: Intelligent Systems

344

A Digital Transformation (DT) Model for Intelligent Organizational Systems: Key Constructs for Successful DT
Michael Brian George and Grant Royd Howard

410

Software Based Sign Language Recognition System
Avinash Golande, Mohammed Abuzar Shaikh, Yash Patange, Aditya Mohite and Shubham Palke

452

Gradient based Physics Informed Neural Network
Kirti Beniwal and Vivek Kumar

475

Adaptive Modulation Classification with Deep Learning for Next Generation Communication
Pg Varna Kumar Reddy and Meena M

485

Detection of Starch in Turmeric using Machine Learning Methods
Madhusudan Lanjewar, Rajesh Parate, Rupesh Wakodikar and Jivan Parab

532

Artificial intelligence technologies applied to asset management : methods, opportunities and risks.
Saad Kabak and Ahmed Benjelloun

566

A Survey on Smart Parking Management System
Rohit Ramchandani and Anjali Bansal

TS 07: Image Processing and Computer Vision

236

Agricultural Insect Pest’s Recognition System using Deep Learning model
Sapna Dewari, Meenu Gupta and Rakesh Kumar

243

Improving Amharic Handwritten Word Recognition
Mesay Samuel, Lars Schmidt-Thieme, Durga Prasad Sharma and Abiot Sinamo

311

Experimental Analysis of Deep Learning algorithms used in Brain Tumor Classification
Kapil Mundada, Toufiq Rahatwilkar and Jayant Kulkarni

345

BGR Images based Human Fall detection using resnet-50 and lstm
Divya Singh, Meenu Gupta and Rakesh Kumar

391

Improved GrabCut algorithm and its application into image processing
Maria Zdimalova and Kristina Boratkova

401

Transfer Learning based Convolution Neural Network Model for Hand Gesture Recognition
Niranjali Kumari, Garima Joshi, Renu Vig and Satwinder Kaur

404

Automated Lesion Image Segmentation Based on Novel Histogram-Based K_Means Clustering Using Covid-19 Chest Ct Images
Nivetha S and Hannah Inbarani H

TS 08: Computational intelligence

537

Towards Computation Offloading Approaches in IoT-Fog-Cloud Environment: Survey on concepts, architectures, tools and methodologies
Priya Thomas and Deepa Jose

550

Self-Adaptive Butterfly Optimization for Simultaneous Optimal Integration of Electric Vehicle Fleets and Renewable Distribution Generation
Thandava Krishna Sai Pandraju and Varaprasad Janamala

582

Object Detection Application for Forward Collision Early Warning System Using Tensorflow Lite on Android
Barka Satya, Hendry Hendry and Daniel Manongga

653

Iterated Local Search Heuristic for Integrated Single Machine Scheduling and Vehicle Routing
Gabriel de Paula Félix, José Elias Claudio Arroyo and Matheus Freitas

686

Deep Monarch Butterfly Optimization based Attack Detection for Securing Virtualized Infrastructures of Cloud
Bhavana Gupta and Nishchol Mishra

724

Computational Modelling of Complex Systems for Democratizing Higher Education: A Tutorial on SAR Simulation
Col Jai Govind and Naveen Kumar

727

Flipping the Switch on Local Exploration: Genetic Algorithms with Reversals
Ankit Grover, Vaishali Yadav and Bradly Alicea

TS 09: Big Data Analytics

280

Sentiment Analysis using an Improved LSTM Deep Learning Model
Dhaval Bhoi, Amit Thakkar and Ritesh Patel

282

Machine Learning, Wearable, Smartphones for Student’s Mental Health Analysis
Deivanai Gurusamy, Prasun Chakrabarti, Midhunchakkaravarthy, Tulika Chakrabarti, and Xue-bo JIN

305

An Empirical Study to Identify Critical Success Factors for Indian Startups
Parimal Kumar, Ayesha Farooq and Rishikesha T. Krishnan

396

A Novel Approach on Sarcasm Detection using TF-IDF and (MHA-BiLSTM) and SVM
Prabhjot Kaur and Cherry Khosla

400

A Systematic Review Of Artificial Intelligence Prediction Systems For The Stock Market
Chandravesh Chaudhari and Geetanjali Purswani

417

NLP-Based Sentiment Analysis With Machine Learning Model For Election Campaign - A Survey
Shailesh Sangle and Raghavendra Sedamkar

490

Tuning Extreme Learning Machine by Hybrid Planet Optimization Algorithm for Diabetes Classification
Luka Jovanovic, Zlatko Hajdarevic, Dijana Jovanovic, Hothefa Shaker Jassim, Ivana Strumberger, Nebojsa Bacanin, Miodrag Zivkovic and Milos Antonijevic

TS 10: Emerging Techniques

267

A Water Cycle Algorithm for Optimal Design of IIR Filters
Teena Mittal

269

Assessing the Best-fit Regression Models for Predicting the Marine Water Quality Determinants
Karuppanan Komathy

272

Smart Sewage Monitoring Systems
Sujatha Rajkumar, Shaik Janubhai Mahammad Abubakar, Venkata Nitin Voona, M Lakshmi Vaishnavi and Chinmayee K

312

Multi-Technology Gateway Management for IoT: Review, Analysis and Open Issues
Sonal Khanna and Suman Deswal

411

Digital Disruption in Major Ports with Special Reference to Chennai Port, Kamarajar Port and Tuticorin Port
S Tarun Kumar, Dr Sanjeet Kanungo and Dr M Sekar

423

Impact of Electric Vehicle Charging Station in Distribution System using V2G technology
Nareshkumar Golla, Suresh Kumar Sudabattula, Abhijit Maji, Jagath Vardhan Reddy Chowtakuri and Chaitanya Bandikanti

427

Physical Unclonable Function and Smart Contract based Authentication Protocol for Medical Sensor Network
Aparna Singh and Geetanjali Rathee

Drones: A broad perspective on applications, technologies and intelligence

Speaker: Wg Cdr Sandeep Debnath, Indian Air Force

Explainable AI

Speaker: Prof. Deepak Garg, Bennett University

TS 11: Intelligent Systems

575

A Statistical approach of using Artificial Neural Network for Heart Disease Classification by using Python
Umme Maria, Radha Gupta and Kokila Ramesh

580

Optimal Classification Process using Fuzzy C-Means Neural Network for Effective prediction of Cardiac arrest due to Diabetes
Prasadgouda Patil, P V Bhaskar Reddy, P M Mallikarjun Shastry and Ashokumar P S

602

Prediction of COVID-19 Pandemic spread using Graph Neural Networks
Radhakrishnan Gopalapillai and Shreekanth M Prabhu

604

Android Malware Detection Against String Encryption Based Obfuscation
Dip Bhakta, Mohammad Abu Yousuf and Md Sohel Rana

649

IoMT’–‘IoPT’ an Intelligent Solution towards Efficient Digital Health
Seema Kohli, Kaminee Sahu and Vaishali Jain

657

A LSTM Deep Learning Approach for Forecasting Global Air Quality Index
Ulises M. Ramirez-Alcocer, Edgar Tello-Leal, Jaciel D. Hernandez-Resendiz and Bárbara A. Macías-Hernández

656

Hybridization of Firefly and Black hole Algorithm for Solving Optimization Problems
Jaspreet Kaur and Ashok Pal

TS 12: Image Processing and Computer Vision

422

Patch Extraction and Classifier for Abnormality Classification in Mammography Imaging
Parita Oza, Paawan Sharma and Samir Patel

453

Computer Vision Based Electrical Equipment Condition Monitoring and Component Identification
R. Vidhya, R. Prarthna Grace Jemima, J. Reena, R. Vignesh, J. Snegha and P. Vanaja Ranjan

481

Enhancing Graph Convolutional Networks with Variational Quantum Circuits for Drug Activity Prediction
Pranshav Gajjar, Zhenyu Zuo, Yanghepu Li and Liang Zhao

501

Dimensional emotion recognition using EEG signals via 1D Convolutional Neural Network
Sukhpreet Kaur and Nilima Kulkarni

503

Predicting COVID-19 using Deep Learning: A comparative study
Vaishnavi Jariwala, Suraj Patil and Dhananjay Joshi

509

Video Analysis to Recognize Unusual Crowd Behaviour for Surveillance Systems: A Review
P Shreedevi and H S Mohana

535

Global approach of shape and texture features fusion in convolutional neural Network for automatic classification of plant species
Armand Kodjo Atiampo, Kouassi Adelphe Christian N'Goran and Zacrada Françoise Odile Trey

TS 13: Big Data Analytics

507

Deploying Fact-checking tools to alleviate misinformation promulgation in Twitter using Machine learning techniques
Monikka Reshmi Sethurajan and Natarajan K.

511

Sentiment Analysis through Fourier Transform Techniques in NLP
Kaustubh Pathak and Anuraj Singh

512

Evaluation of E-Teaching Implementation in Iraqi Universities
Kadum Ali Ahmed, Muneer S. G. Mansoor, Naseer A. Jabbar and Ibrahim Alameri

538

The analysis of countries’ investment attractiveness indicators using neural networks trained on the Adam and WCO methods
Eugene Fedorov, Liubov Kibalnyk, Maryna Leshchenko, Olga Nechyporenko and Hanna Danylchuk

552

Role of Cognitive Technology for improving Human Resource Management Experience: A Multi-dimensional Perspective
Vijit Chaturvedi

567

Predicting Users’ Eat-Out Preference from Big5 Personality Traits
Md. Saddam Hossain Mukta, Akib Zaman, Adnanul Islam and Bayzid Ashik Hossain

611

Performance Evaluation of Sustainable Development Goals Employing Unsupervised Machine Learning Approach
Indranath Chatterjee and Jayaraman Valadi

TS 14: Emerging Techniques

435

Ontology-based Querying from Heterogeneous Sensor Data for Heart Failure
Diksha Hooda and Rinkle Rani

445

CoSSC - Comparative Study of Stellar Classification using DR-16 and DR-17 Datasets
Bhuvaneshwari R, Karthika Devi M S and Geetha P

495

Modelling Volatility of Cryptocurrencies: GARCH approach
Viswanathan Thangaraj and Kiranmai B N S S

500

A Vulnerability to Storage Security for Cloud Computing
Md Afroz and Birendra Goswami

526

Hunter Prey Optimization for Optimal Allocation of Photovoltaic Units in Radial Distribution System for Real Power Loss and Voltage Stability
Soundarya Lahari Pappu and Varaprasad Janamala

533

A Competent LFR in Renewable Energy Micro-grid Cluster Utilizing BESO Technique
O. P. Roy, Sourabh Prakash Roy, Miss Shubham and A. K. Singh

561

Performance Analysis of Logical Structures using Ternary Quantum Dot Cellular Automata(TQCA) based Nanotechnology
Suparba Tapna, Kisalaya Chakrabarti and Debarka Mukhopadhyay

TS 15: Intelligent Systems

663

Prediction of Drug-Drug Interactions using Support Vector Machine
Mohammed Abdul Razak Wahab, Rishabh R and Merin Meleet

666

Developing Prediction Model for Hospital Appointment No-Shows using Logistic Regression
Jeffin Joseph, Senith S., Alfred A.Kirubaraj and Jino S.R. Ramson

667

Deep Learning based enhancement of Pneumonia Detection
Thipakaran Ethiraj, Gandhiraj R and Manoj Kumar Panda

703

mCD and Clipped RBM based DBN for Optimal Classification of Breast Cancer
Neha Ahlawat and Franklin Vinod D

723

Intelligent Accident Sensing and Intimation System
Bennett Joseph D, Venkat P R, Sivasankaran K, Srirangan Kannan, Siddeshwar V A, Vinodha D and Balasubramanian A

TS 16: Image Processing and Computer Vision

536

Heart problem detection from electrocardiogram by one dimensional convolutional neural network
Prince Kumar, Deepak Kumar, Poulami Singha, Rakesh Ranjan and Dipankar Dutta

572

Lane sensing and Tracing algorithms for Advanced Driver Assistance Systems with Object detection and Traffic sign recognition
Gagan Machaiah P C and Pavithra G

576

Plant Pathology using Deep Convolutional Neural Networks
Banushruti Haveri and Shashi Raj K

589

Classification of High-dimensional and Multi-modal Omic Data with Convolutional Neural Networks Utilizing Recurrence Plots and Image Fusion
Stefanos Tsimenidis and George Papakostas

596

Efficient Segmentation of Tumor with Convolutional Neural Network in Brain MRI Images.
Archana Ingle, Mani Roja, Manoj Sankhe and Deepak Patkar

TS 17: Big Data Analytics

619

Application of Soft Computing Techniques in Bridge Health Assessment: A Review
Sudha Das Khan, Pijush Topdar and Aloke Kumar Datta

668

Impact of Feature Selection Techniques For EEG-Based Seizure Classification
Najamusseher M, Umme Salma M and Ummesalma M

671

Customer relationship management in a data-driven world: leveraging data mining tools
Tarinmoy Das and Sivaji Ganesh Kondamudi

697

Mixed-Language Sentiment Analysis on Malaysian Social Media Using Translated VADER And Normalisation Heuristics
James Mountstephens and Mathieson Tan Zui Quen

697

Mixed-Language Sentiment Analysis on Malaysian Social Media Using Translated VADER And Normalisation Heuristics
James Mountstephens and Mathieson Tan Zui Quen

719

FEATURE SELECTION IN HIGH DIMENSIONAL DATA: A review
Suneet Gupta and Sarita Silaich

721

Abstractive Text Summarization of Biomedical Documents
Tanya Mital, Sheba Selvam, Tanisha V, Rajdeep Chauhan and Dewang Goplani

TS 18: Emerging Techniques

577

Blockchain-Based Secure And Energy-Efficient Healthcare Iot Using Novel Qirws- Bwo And Saes Techniques
Y Jani

579

Exploring open innovation the workplace through a serious game: The case of Datak
Eleni Makri

587

IoT Based Automotive Collision Avoidance and Safety System for Vehicles
Dipali Ramdasi, Lokita Bhoge, Binita Jiby, Hrithika Pembarti and Sakshi Phadatare

588

Li-Fi transmission and reception in Visible and IR light in a hospital environment
Vilma Fernandes, Jivan Parab, Caje Pinto and Gourish Naik

594

Adaptive Manta-Ray Foraging Optimizer for Determining Optimal Thread Count in Multithreaded Applications
Sachin Malave and Subhash Shinde

599

A study of Crypto-Ransomware using Detection Techniques for Defence Research
Vyom Kulshreshtha, Deepak Motwani and Pankaj Sharma

600

SmartTour: A Blockchain-based Smart Tourism platform using Improvised SHA
Pooja Cl and B.N Shankar Gowda

TS 19: Image Processing and Computer Vision

627

Impact of dimensionality reduction on membership privacy of CNN models
Ashish Lal and S Karthikeyan

639

OCT DEEPNET 1- A Deep Learning Approach for Retinal OCT Image Classification
S.N Kumar and Ranjitha Rajan

683

Event Based Time-To-Contact Estimation with Depth Image Fusion
Ankit Gupta, Paras Sharma, Dibyendu Ghosh, Debasish Ghose and Vinayak Honkote

702

Deep Learning based Three type classifier Model for Non-Small Cell Lung Cancer from Histopathological Images
Rashmi Mothkur

714

Deep CNN Model with Enhanced Inception Layers for Lung Cancer Identification
Jaya Sharma and Franklin Vinod D

TS 20: Emerging Techniques

605

Digital Logic Equivalent Reversible Quantum Gates Design
Bikram Paul, Nupur Choudhury, Eeshankur Saikia and Gaurav Trivedi

626

Internet of Things (IOT) Based Smart Agriculture System Implementation and Current Challenges
Amritpal Kaur, Devershi Pallavi Bhatt and Linesh Raja

655

Evaluation of Sound Propagation, Absorption and Transmission loss of an Acoustic Channel Model in Shallow Water
Venkateswara Rao Ch, Swathi S, S R Charan P, V V Santhosh Kumar Ch, M V Pathi A, Praveena V

660

A Survey on Blockchain-based Online Voting System
Shubhasri Roy and Shreejita Mukherjee

662

Arrhythmia Detection – An Enhanced Method Using Gramian Angular Matrix for Deep Learning
Keerthana Krishnan, Gandhiraj R and Manoj Kumar Panda

271

Performance Evaluation of Energy Detection Cognitive Radio in OFDM System
Rania Abdellatief, Wael Ali and Nour Ismail

TS 21: Emerging Techniques

675

Dynamic Load Scheduling using Clustering for increasing efficiency of Warehouse Order Fulfillment done through Pick and Place Bots
Cysil Tom Baby and Cyril Joe Baby

694

Newton's method in Matlab. 19.0 to minimize a function of direct solar infrared radiation (2100nm to 4000nm)
Reynaldo Ricardo Quispe Infantes and Rolando Perca Gonzáles

700

Safely sending school grades using Quick Response Code
Roxana Flores Quispe and Yuber Elmer Velazco Paredes

722

Machine Learning Techniques for Resource Constrained Devices in IoT Applications with Ciphertext-Policy Attribute Based Encryption Scheme
Ancy P R and Addapalli V N Krishna

729

Optimizing Reactive Power of IEEE-14 Bus System Using Artificial Electric Field Algorithm
Indu Bala and Anupam Yadav

534

An MLP Neural Network for Approximation of a Functional Dependence with Noise
Vladimir Hlavac

684

Avoiding Obstacles with Geometric Constraints on LiDAR data for Autonomous Robots
Manav Prabhakar, Meenakshi Sarkar and Debasish Ghose

196

Design of a 3-DOF Robotic Arm and implementation of D-H Forward Kinematics
Denis Manolescu and Emanuele Lindo Secco

Nature-Inspired Optimization Algorithms: Insights and Open Problems

Speaker: Prof. Xin-She Yang, Middlesex University, The Burroughs, Hendon, London

Award Announcements and Valedictory Function