Opening Ceremony

EXPECTATIONS

Speaker: P. Nagabhushan, Indian Institute of Information Technology Allahabad, India

The Rise of Swarm Intelligence

Speaker: J. C. Bansal, South Asian University, New Delhi, India

TS01: Intelligent Systems

64

ENERGY EFFICIENT ACO-DA ROUTING PROTOCOL BASED ON IoEABC-PSO CLUSTERING IN WSN
Vasim Babu M, Vinoth Kumar Cns, Baranidharan B, Madhusudhan Reddy Machupalli and Ramasamy R

93

Security Prioritized Heterogeneous Earliest Finish Time Workflow Allocation Algorithm for Cloud Computing
Mahfooz Alam, Mohammad Shahid and Suhel Mustajab

107

An Approach for Enhancing Security of Data over Cloud Using Multilevel Algorithm
Binita Thakkar and Blessy Thankachan

146

Multi-Criteria Decision Theory based Cyber Foraging Peer Selection for Content Streaming
Parisa Tabassum, Abdullah Umar Nasib and Md. Golam Rabiul Alam

193

A Questionnaire-based Analysis of Network Forensic Tools
Rachana Patil and Manjiri Ranjanikar

227

Assessment of Attribution in Cyber Deterrence: A Fuzzy Entropy Approach
Dr. Nisha T N and Dr. Prasenjit Sen

229

Fuzzy Keyword Search over Encrypted Data in Cloud Computing: An Extensive Analysis
Manya Smriti, Sameeksha Daruka, Khyati Gupta and Siva Rama Krishnan S

TS02: Computational intelligence

36

Intelligent Water Drops Algorithm Implementation using Mathematical Function
Sathish Kumar Ravichandran, Archana Sasi Sasi and Ramesh Vatambeti

89

A Risk-Budgeted Portfolio Selection Strategy Using Novel Metaheuristic Optimization Approach
Mohammad Shahid, Zubair Ashraf, Mohd. Shamim, Mohd. Shamim Ansari and Faisal Ahmad

91

An Optimization Reconfiguration Reactive Power Distribution Network based on Improved Bat Algorithm
Thi-Kien Dao, Trinh-Dong Nguyen, Trong-The Nguyen and Jothiswaran Thandapani

113

Improving Black Hole Algorithm Performance by Coupling with Genetic Algorithm for Feature Selection
Hrushikesh Bhosale, Prasad Ovhal, Aamod Sane and Jayaraman Valadi

124

Face and Emotion Recognition from Real-Time Facial Expressions using Deep Learning Algorithms
Shrinitha Monica and R Roseline Mary

170

An Ant System Algorithm based on Dynamic Pheromone Evaporation Rate for Solving 0/1 Knapsack Problem
Ruchi Chauhan, Nirmala Sharma and Harish Sharma

171

Ant System Algorithm with Output-Validation for Solving 0/1 Knapsack Problem
Ruchi Chauhan, Nirmala Sharma and Harish Sharma

TS03: Artificial Intelligence

19

Support Vector Machine Performance Improvements by Using Sine Cosine Algorithm
Miodrag Zivkovic, Nikola Vukobrat, Amit Chhabra, Tarik A. Rashid, K. Venkatachalam and Nebojsa Bacanin

25

Pythagorean Fuzzy Information Measure with Application to Multicriteria Decision Making
Anjali Munde

52

A Deliberation on the Stages of Artificial Intelligence
Jiran Kurian and Rohini V

83

Stability Analysis of Emerged Seaside Perforated Quarter Circle Breakwater using ANN, SVM and AdaBoost models
Sreelakshmy Madhusoodhanan and Subba Rao

105

Assessment of the Spatial Variability of Air Pollutant Concentrations at Industrial Background Stations in Malaysia Using Self-organizing Map (SOM)
Loong Chuen Lee and Hukil Sino

112

A Comprehensive Study on Computer Aided Cataract Detection, Classification and Management using Artificial Intelligence
Binju Saju and Rajesh R

121

Attention Based Ensemble Deep Learning Technique for Prediction of Sea Surface Temperature
Dr. Ashapurna Marndi and Dr Gopal Krishna Patra

TS04: Computer Vision

2

Implementation of Morphological Gradient Algorithm For Edge Detection
Mirupala Aarthi Vardhan Rao, Debasish Mukherjee and Savitha S

4

Leaf Disease Identification in Rice Plants Using CNN Model
Allam Sushanth Reddy

96

Dropout-VGG based Convolutional Neural Network for Traffic Sign Categorization
Inderpreet Singh, Sunil Kr. Singh, Sudhakar Kumar and Kriti Aggarwal

98

Prediction and Analysis of Recurrent Depression Disorder: Deep Learning Approach
Anagha Pasalkar and Dhananjay Kalbande

103

An Enhanced Pixel Intensity Range based Reversible Data Hiding Scheme for Interpolated Images
Rama Singh and Ankita Vaish

111

A Systematic Literature Review on Image Pre-Processing and Feature Extraction Techniques in Precision Agriculture
Sharmila G and Dr Kavitha R

114

BRAIN TUMOR ANALYSIS AND RECONSTRUCTION USING MACHINE LEARNING
Priyanka Sharma, Dinesh Goyal and Neeraj Tiwari

TS05: Big Data Analytics

5

Twitter Sentiment Analysis Based on Neural Network Techniques
Ashutosh Singal and Michael Moses T

18

Enhanced Stock Market Prediction using Hybrid LSTM Ensemble
Reuben Roy and Michael Moses

20

Impact of Business Intelligence on Organizational Decision-Making and Growth Analysis.
Piyush Sharma, Rajat Mohan and Nisha Wadhawan

38

French Covid-19 Tweets Classification Using FlauBERT Layers
Sadouanouan Malo, Thierry Roger Bayala and Zakaria Kinda

59

A Novel Weighted Extreme Learning Machine for Highly Imbalanced Multiclass Classification
Siddhant Baldota and Deepti Aggarwal

78

Review on Novel Coronavirus Disease COVID-19
Aditi Rawat and Dr.Anamika Ahirwar

86

CONCISE: An Algorithm for Mining Positive and Negative Non-Redundant Association Rules
Bemarisika Parfait and Totohasina André

33

Developing an Improved Software Architecture Framework for Smart Manufacturing
Gareth Gericke, Rangith Kuriakose and Hermanus Vermaak

76

Modelling critical success factors for smart grid development in India
Archana Archana

117

A Novel Deep Learning SFR Model for FR-SSPP at Varied Capturing Conditions and Illumination Invariant
Bhuvaneshwari R, Geetha P, Karthika Devi M S, Karthik S, Shravan G A and Surenthernath J

123

UAV Collaboration for Autonomous TargetCapture
Lima Agnel Tony, Shuvrangshu Jana, Varun V. P., Shantam Shorewala, Vidyadhara B. V., Mohitvishnu S. Gadde, Abhishek Kashyap, Rahul Ravichandran, Debasish Ghose and Raghu Krishnapuram

126

Women’s Shield
Shuchi Dave

127

Design of a robotic flexible actuator based on layer jamming
Emanuele Lindo Secco

129

Predicting the Health of the System based on the Sounds
Manisha Pai and Annapurna Patil

253

Towards an Enhanced Framework to Facilitate Data Security in Cloud Computing
Sarah Monyaki, John van der Poll and Elisha Ochola

262

ENHANCED ENERGY EFFICIENCY IN WIRELESS SENSOR NETWORKS
Neetu Mehta and Arvind Kumar

269

Lifetime aware secure Data aggregation through integrated Incentive-based mechanism in IoT based WSN environment
S Nandini and M Kempanna

294

Load Balancing Algorithms in Cloud Computing Environment – An Effective Survey
Dr.Priya N and Shanmuga Priya S

303

System Partitioning with Virtualization for Federated and Distributed Machine Learning on Critical IoT Edge Systems
Vysakh Pillai and Dr. Rajesh Kannan Megalingam

328

An overview of Blockchain and IoT in e-Healthcare System
S.V. Vandana Somayajula and Ankur Goyal

361

Centrist traffic management protocol within the Opportunist network
Shivani Sharma and Nanhey Singh

250

Analytical Analysis of Two Ware-House Inventory Model Using Particle Swarm Optimization
Sunil Kumar and Rajendra Prasad Mahapatra

263

Social Structure to Artificial Implementation: Honeybees
Amit Singh

313

Performance analysis of different deep neural architectures for automated metastases detection of lymph node sections in hematoxylin and eosin-stained whole-slide images
Naman Dangi and Khushali Deulkar

331

Comparing the Pathfinding Algorithms A*, Dijkstra’s, Bellman-Ford, Floyd-Warshall, and Best First Search for the Paparazzi Problem
Robert Johner, Antonino Lanaia, Rolf Dornberger and Thomas Hanne

332

Optimizing an Inventory Routing Problem Using a Modified Tabu Search
Marc Fink, Lawrence Morillo, Thomas Hanne and Rolf Dornberger

367

Limacon inspired PSO for LSSMTWTS problem
Shruti Gupta and Rajani Kumari

142

ONTOLOGY FORMATION AND COMPARISON FOR SYLLABUS STRUCTURE USING NLP
Masoom Raza, Aditee Patil, Mangesh Bedekar, Rashmi Phalnikar and Bhavana Tiple

158

Ensemble model of machine learning for integrating risk in software effort estimation
Ramakrishnan Natarajan and Balachandran Krishnan

159

Multi Agent Collaboration for Building Construction
Kumar Ankit, Lima Tony, Shuvrangshu Jana and Debasish Ghose

163

An Efficient Comparison on Machine Learning and Deep Neural Networks in Epileptic seizure Prediction
R Roseline Mary, B.S.E Zoraida and Ramamurthy B

188

Analysis of Lung Cancer Prediction at an Early Stage: A Systematic Review
Shweta Agarwal and Dr. Chander Prabha

191

Grading, classification, and sorting of South Indian Varieties based on the stage of Ripeness
Sreeja Priyaraj Velpula, Michael Sadgun Rao Kona, Sowmya Manasa G and Gowtham K

204

Digital Building Blocks using Perceptrons in Neural Networks
Shilpa Mehta

116

Ordered Ensemble Classifier Chain for Image and Emotion Classification
Puneet Himthani, Puneet Gurbani, Kapil Dev Raghuwanshi, Gopal Patidar and Nitin Kumar Mishra

125

A Real-Time Traffic Jam Detection and Notification System Using Deep Learning Convolutional Networks
Sedish Seegolam and Sameerchand Pudaruth

137

A Model Based on Convolutional Neural Network (CNN) for Vehicle Classification
F.M. Javed Mehedi Shamrat, Sovon Chakraborty, Saima Afrin, Mohammad Shakirul Islam, Mahdia Amina and Ankit Khater

138

A Transfer Learning Approach for Face Recognition using Average Pooling and MobileNetV2
F.M. Javed Mehedi Shamrat, Sovon Chakraborty, M. M. Imran, Abdulla, Ishtiak Ahmed and Ankit Khater

147

A Leaf Image based Automated Disease Detection Model
Aditi Ghosh and Parthajit Roy

165

Analysis of remote sensing satellite imagery for crop yield mapping using machine learning techniques
Sarith Divakar M, Sudheep Elayidom M and Rajesh R

207

A Novel Feature Descriptor: Color Texture Description with Diagonal Local Binary Patterns Using New Distance Metric for Image Retrieval
Vijaylakshmi Sajwan and Rakesh Ranjan

Analysis of Nature-Inspired Algorithms: Insights and Discussions

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

Condition-based Monitoring

Speaker: Nishchal K. Verma Indian Institute of Technology Kanpur, India

205

A Comprehensive Survey on Machine Reading Comprehension: Models, Benchmarked Datasets, Evaluation Metrics and Trends
Nisha Varghese and Punithavalli M

220

Qualitative classification of wheat grains using supervised learning
N.Neelima N, Lohith K, Sarveswar Rao P and Satwik K

231

A Deep Learning Approach for Plagiarism Detection System using BERT
Anjali Bohra and Dr N C Barwar

235

A multi-attribute decision approach in triangular fuzzy environment under TOPSIS method for all-rounder cricket player selection
H D Arora, Riju Chaudhary and Anjali Naithani

271

Multi-Temporal Analysis of LST-NDBI Relationship with Respect to Land Use-Land Cover Change for Jaipur City, India
Arpana Chaudhary, Chetna Soni, Uma Sharma, Nisheeth Joshi and Chilka Sharma

275

A TAM based study on the ICT usage by the Academicians in Higher Educational Institutions of Delhi NCR
Palak Gupta and Shilpi Yadav

279

An Empirical Study of Signal Transformation Techniques on Epileptic Seizures Using EEG Data
Ummesalma M and Najmusseher

182

Optimized Segmentation Technique for detecting PCOS in Ultrasound Images
Dr Priya N and Jeevitha S

217

Removal of Occlusion in Face Images Using Pix2pix Technique for Face Recognition
Sincy John and Ajit Danti

218

Age, Gender and Emotion Estimation Using Deep Learning
Praveen Gupta, Ravi Prakash Yadav, Rahul Yadav, Sahil Sonkar and Mala Saraswat

233

Enhanced Security Layer for Hardening Image Steganography
Pregada Akshita and Amritha P P

280

An Investigation on Impact of Gender in Image based Kinship Verification
Vijay Prakash Sharma and Sunil Kumar

283

Classification of Covid 19 Chest CT images using Optimized Deep Convolutional Generative Adversarial Network and deep CNN
Thangavel K and Sasirekha K

287

Analysis on Advanced Encryption Standard with Different Image Steganography Algorithms : An Experimental Study
Lavina Kunder, Alicia Biju and Angel Arul Jothi

92

Analyzing a Raga Based Bollywood Song: A Statistical Approach
Lopamudra Dutta and Soubhik Chakraborty

109

Advanced Spam Detection using NLP & Deep Learning
Aditya Anil, Ananya Sajwan, Lalitha Ramchandar and Subhashini N

128

Sentiment Analysis on Diabetes Diagnosis Health Care using Machine Learning Techniques
Nagaraj P and Muneeswaran V

136

Fake News Detection Using Machine Learning Technique
Dr Srinivasa Rao Dammavalam, Rajasekhar N, Sowmya D, Archana D, Hareesha T and Sravya S

143

Development of Multiple Regression Model for Rainfall Prediction
Nusrat Jahan Prottasha, Md. Jashim Uddin, Boktiar Ahmed Ahmed, Rokeya Khatun Shorna and Md. Kowsher

150

Study of Impact of COVID-19 on Students Education.
Deepali Mahajan and C. Namrata Mahender

151

A framework for analyzing crime dataset in R using Unsupervised Optimized K-means Clustering Technique
Nagaraj P, Muneeswaran V, Selva Birunda S, Ishwarya Lakshmi S and Aishwarya R

140

A Deep Learning Approach for Splicing Detection in Digital Audios
Akanksha Chuchra, Mandeep Kaur and Savita Gupta

168

Construction of a convex polyhedron from a lemniscatic torus
Ricardo Velezmoro León, Robert Ipanaque Chero, Felícita Marcela Velásquez Fernandez and Jorge Jimenez Gomez

172

Deducing Water Quality Index (WQI) by Comparative Supervised Machine Learning Regression Techniques for India Region
Sujatha Arun Kokatnoor, Vandana Reddy and Balachandran Krishnan

178

Artificial Ecosystem-based Optimization for Optimal Location and Sizing of Solar Photovoltaic Distribution Generation in Agriculture Feeders
U Kamal Kumar and Varaprasad Janamala

201

The Extraction of Automated Vehicles Traffic Accident Factors and Scenarios using Real-World data
Minhee Kang, Jeain Song and Keeyeon Hwang

206

Cognitive Computing and its Relationship to Computing Methods and Advanced Computing from a Functional Modeling Perspective
Andy Williams

208

OntoINT: A Framework for Ontology Integration based on Entity Linking from Heterogenous Knowledge Sources
Manoj N, Gerard Deepak and Santhana Vijayan Arumugam

102

Internet Based Healthcare Things Driven Deep Learning Algorithm for Detection and Classification of Cervical Cells
Amit Kumar Tyagi, Shruti K and Shaveta Malik

160

On the industrial clustering: a view from an agent- based version of Krugman model
Smicha Ait Amokhtar and Nadjia El Saadi

295

Agent driven Traffic Light Sequencing System using Deep Q Learning
Palwai Thirumal Reddy and R Shanmughasundaram

302

Rainfall Estimation and Prediction using Artificial Intelligence: A Survey
Vikas Bajpai, Anukriti Bansal, Ramit Agarwal, Shaswat Kumar, Namit Bhandari and Shivam Kejriwal

345

Linguistic Classification Using Instance-Based Learning
Rhythm Girdhar, Priya Nayak and Shreekanth M Prabhu

353

A FRAMEWORK FOR ENHANCING CLASSIFICATION IN BRAIN COMPUTER INTERFACE
Sanoj Chakkithara Subramanian and Dr Daniel D

364

Artificial Intelligence in E-commerce: A literature Review
Richard Fedorko

304

A Review on Preprocessing Techniques for Noise Reduction in PET-CT Images for Lung Cancer
Kaushik Das and Chandra J

307

Image classification using CNN to diagnose Diabetic Retinopathy
Arul Jothi S, Mani Sankar T, Rohith Chandra Kandambeth, Siva Koushik Tadepalli, Arun Prasad P and Arunmozhi P

326

Artificial Intelligence Framework for Content Based Image Retrieval: Performance Analysis
Padmashree Desai and Jagadeesh Pujari

333

Classification of histopathological Breast cancer images using pretrained models and transfer learning
Mirya Robin, Aswathy Ravikumar, Jisha John

339

Very deep convolutional neural network for an automated image classification
Dhilsath Fathima M, R Hariharan, M Seeni Syed Raviyathu Ammal

366

Modified Non-Local Means Model for Speckle Noise Reduction in Ultrasound Images
Shereena V B and Raju G

368

Improved Color Normalization Method for Histopathological Image
Surbhi Vijh, Mukesh Saraswat and Sumit Kumar

154

Seed Set Selection in Social Networks using Community Detection and Neighborhood Distinctness
Sanjeev Sharma and Sanjay Kumar

156

An Optimized Active Learning TCM-KNN Algorithm based on Intrusion Detection System
Reenu Batra and Dr. Manish Mahajan

200

Classifying Microarray Gene Expression Cancer Data using Statistical Feature Selection and Machine Learning Methods
T Kathirvalavakumar and S Alagukumar

203

Sentiment Analysis in Code-Mixed Hindi Language
Ratnavel Rajalakshmi, Lanka Preethi Reddy, Shreya Khare and Vaishali Ganganwar

211

KnowCommerce: A Semantic Web Compliant Knowledge Driven Paradigm for Product Recommendation in E-Commerce
Krishnan N, Gerard Deepak and Santhana Vijayan Arumugam

230

Application of Data Mining and Temporal Data Mining Techniques: A Case Study of Medicine Classification
Shashi Bhushan

330

PRIORITY BASED REPLICATION MANAGEMENT FOR HDFS
Dilip Rajput, Ankur Goyal and Abhishek Tripathi

221

PANDEMIC SIMULATION AND CONTACT TRACING: IDENTIFYING SUPERSPREADERS
Aishwarya Sampath, Bhargavi Kumaran, Vidyacharan Prabhakaran and Cinu C Kiliroor

228

Predictive maintenance of bearing machinery using MATLAB
Karan Gulati, Shubham Tiwari, Keshav Basandrai and Pooja Kamat

236

Matrix Games with Linguistic Distribution Assessment Payoffs
Parul Chauhan and Anjana Gupta

256

Political Optimizer Based Optimal Integration of Soft Open Points and Renewable Sources for Improving Resilience in Radial Distribution System
Sreenivasulu Reddy D and Varaprasad Janamala

259

Kinematics and Control of a 3 DOF Industrial Manipulator Robot
Claudia Reyes Rivas, María Brox Jiménez, Andrés Gersnoviez Milla, Héctor René Vega Carrillo, Víctor Martín Hernández Dávila, Francisco Eneldo López Monteagudo and Manuel Agustín Ortiz López

273

Analysis and performance of JADE on Interoperability issues between two platform Languages
Jaspreet Chawla and Anil Kumar Ahlawat

312

Model order reduction of Continuous time multi input multi output system using Sine Cosine Algorithm
Aditya Prasad Padhy, Varsha Singh and Vinay Pratap Singh

243

Machine Learning Techniques on Disease Detection and Prediction Using the Hepatic and Lipid Profile Panel Data: A Decade Review
Ifra Altaf, Muheet Ahmed Butt and Majid Zaman

248

Performance Analysis of Machine Learning Algorithms for Website Anti-phishing
Mohan Krishna Varma N, Padmanabha Reddy Y C A and Rajesh Kumar Reddy C

291

Diabetes Prediction using Logistic Regression & K- Nearest Neighbor
Anuja Bokhare and Ami Oza

292

Linear Regression for Car Sales Prediction in Indian Automobile Industry
Anuja Bokhare and Rohan Kulkarni

309

Real-Time Segregation of Encrypted Data Using Entropy
Gowtham Akshaya Kumaran P and Amritha P. P.

310

Prediction of user’s behavior on the Social Media using XGBRegressor
Saba Tahseen and Dr. Ajit Danti

185

Framework for Estimating Software Cost using Im-proved Machine Learning Approach
Dr.Sangeetha Govinda

274

Interval-valued Fermatean fuzzy TOPSIS method and its application to sustainable development program
Utpal Mandal and Mijanur Rahaman Seikh

284

Intelligent Fractional Control System of a Gas Diesel Engine
Alexandr Avsievich, Vladimir Avsievich and Anton Ivaschenko

306

Optimal DG Planning and Operation for Enhancing Cost Effectiveness of Reactive Power Purchase
Nirmala John, Varaprasad Janamala and Joseph Rodrigues

315

Smart e-waste management in China: a review
Yafeng Han, Tetiana Shevchenko, Dongxu Qu and Guohou Li

348

Slotted CPW Monopole Antenna for Biomedical Imaging Applications
Regidi Suneetha and P V Sridevi

369

Analyzing Voice Patterns to Determine Emotion
Amit Kumar Bairwa, Vijandra Singh, Sandeep Joshi and Vineeta Soni

325

A Study of Decision Tree Classifier to Predict Learner’s Progression
Savita Mohurle and Richa Panday

341

The necessity to adopt bigdata technologies for efficient performance evaluation in the modern era
Dr.Sangeeta Gupta and Dr.Rupesh Mishra

344

Forecasting stock market indexes through machine learning using technical analysis indicators and DWT
Siddharth Patel, Vijai Surya, Chinthakunta Manjunath, Balamurugan Marimuthu and Bikramaditya Ghosh

349

CoFFiTT-Covid-19 Fake News Detection using Fine-Tuned Transfer Learning Approaches
Fazlourrahman Balouchzahi, Aparna B.K. and Shashirekha H.L.

352

Improved Telugu Scene Text Recognition with Thin plate spline transform
Srinivasa Rao Nandam and Atul Negi

363

Measuring the accuracy of machine learning algorithms when implemented on Astronomical Data
Shruthi Srinivasaprasad

Machine Learning for Time-Series Data Classification and Prediction

Speaker: Lipo Wang, Nanyang Technological University, Singapore

Award Announcements and Valedictory Function