Opening Ceremony

Machine Learning for IoT: Opportunities and Challenges

Speaker: Biplab Sikdar, National University of Singapore, Singapore

Profiling fake news spreaders and conspiracy propagators

Speaker: Paolo Rosso, Universitat Politècnica de València, Spain

TS01: Models and Algorithms

44

In depth opinion mining and sentiment analysis of Twitter data
Eashan Sharma, Aryan Gaur and Shefali Singhal

137

Data Mining Approach for Predicting the Status of Water Pumps
Shivam Gangwar, Gokul E, K S Venkatraam and Kuldeep Chaurasia

167

An efficient Local Binary Pattern texture descriptor method for quick detection of COVID-19 using a deep learning algorithm
Prerna Saurabh and Rajkumar Soundrapandiyan

177

A Time-Dependent SEIRD Model for Forecasting the Transmission Dynamics in Infectious Diseases: COVID-19 a Case Study
Taarak Rapolu, Brahmani Nutakki, Sobha Rani T and Durga Bhavani S

182

Short-Term Solar Irradiance Forecasting using Long Short Term Memory Variants
Anindita Das Bhattacharjee and Ashes Roy Chowdhury

195

Probing the mass composition of primary cosmic rays from the effect of the geomagnetic field on EAS muons: A simulation study
Dr. Rajat Kumar Dey

261

Modeling of Patterns with Spectral Data and Time-varying PSO to identify Concealed character strokes of Historical Manuscripts
Vijaya Lakhsmi T R and Ch. Venkata Krishna Reddy

TS02: Data Science Applications

140

Unsupervised Sentiment classification for hotel review rating using LSTM autoencoder
Ratnakanth G and Poonkuzhali S

151

Sentiment Analysis of Real-Time Breast Cancer tweets using Hadoop Eco System
Anu Barathi B U and Poonkuzhali S

157

Automatic distress analysis using Text Mining
Ayushi Asthana and Prajakta Soman

159

Prediction of student’s performance in an academic using data science and machine learning
Hema Mahajan, Santosh Madeva Naik and Kannaiah Chattu

188

Machine Learning Approach to Classify Toxic Comments on Social Media Platforms
Sakshi Gupta, Mugdha Goel and Nisha Rathee

236

MLP-WOA is a Successful Algorithm for Estimating Sediment Load in Kalahandi Gauge Station, India
Nihar Ranjan Mohanta, Sanjaya Kumar Panda, Ujjawal K. Singh, Abinash Sahoo and Sandeep Samantaray

301

Estimation of Ultimate Load of Shell Foundation: Neural Network model and Sensitivity Analysis
Anjali Jayadas K, Suvendu Sasmal and Rabi Behera

TS03: Data Science Challenges

40

The Challenges of Data Analytics Implementations: A Preliminary Literature Review
Sunet Eybers and Milica Milicevic

143

Comparative micro blogging news analysis on the COVID-19 pandemic scenario
Chetna Kaushal, Md Abu Rumman Refat, Md Al Amin and Md Khairul Islam

152

Analysis of Indian Estuarine Data of Flora & Fauna
Moumita Ghosh, Anirban Roy and Kartick Chandra Mondal

160

Forecasting And Analysis of NPA of Banks: Study on Indian Banks
Jatin Singh, Saransh Garg and Aman Kalra

171

Performance Enhancement by Tuning Hyperparameters of Random Forest Classifier for Hardware Trojan Detection
Matli Nishanth Reddy, Latchmana Kumar M R, Pusarla Bhaskara Sai Kumar, Thirumalai S and Nirmala Devi M

187

COVID-19 Outbreak Prediction in the Context of Bangladesh
Md Omar Faruque, Monira Islam and Md Salah Uddin Yusuf

TS04: Emerging Technology

37

QoS Parameter Analysis of TCP and UDP Traffic over Open flow Enabled Software Defined Network
Akhilesh Sharma and Aakanksha Sharma

54

An Extensive Review on: Low Noise Amplifier for Millimeter and Radio Frequency Waves
Nitin Agarwal, Manish Gupta and Manish Kumar

55

LNA Topologies for UWB applications and bird eye view on high frequency LNA applications
Archana Archana, Manish Kumar and Aasheesh Shukla

62

Generating Data for Real World Time Series Application with GRU based Conditional GAN
Priyanshi Khare, Rajesh Wadhvani, Manasi Gyanchandani and Banalaxmi Brahma

111

Ocean Wave Modeling from Satellite images using Data Assimilation
Sai Pravallika M, Naga Varun B, Vasavi S, Sandeep N, Jaya Priya M and Sashikanth Sarma A

114

Design of a Laser Projection System for Intelligent Learning Environments
Svetozar Ilchev, Alexander Alexandrov and Zlatoliliya Ilcheva

116

Semantic Tree Structured Representation for Visual Question Answering System
Padmajaya Rekha K and Dr.Chitrakala S

TS05: Computer Vision

21

A Deep Learning-based Approach with Image-driven Active Contour Loss for Medical Image Segmentation
Minh-Nhat Trinh, Nhu-Toan Nguyen, Thi-Thao Tran and Van-Truong Pham

24

Comparative Analysis of Semantic Segmentation by using Deep Learning Models on Retinal Vessel
Twinkle Tiwari and Mukesh Saraswat

28

Literature Review on Land Area Calculation of Land Maps in Land Surveying Using Deep Learning.
Akram Pathan and Nagaraj Dharwadkar

32

Detect Image Malware Steganography Using Deep Transfer Learning Model
Iyas Alodat and Mohammad Alodat

98

COVID-19 Detection using Radiography images based on Transfer Learning with DenseNet
Abhinav Shubham and Rashmi Sinha

129

MEDICAL IMAGE ENHANCEMENT: A REVIEW
R Radhika and Rashima Mahajan

134

A Computer Vision Approach Towards Maturity Stage Classification of Tomatoes Using Second Order Wavelet Features
Gunjan Mukherjee, Arpitam Chatterjee and Bipan Tudu

360

SeAbOM: Semi-Supervised Learning for Aspect based Opinion Mining
Sugandha Nandedkar and Jayantrao Patil

417

Python, a demanding language for Data Science
Pallavi Raj and Rakhi Garg

473

Significant Association Rule Mining with MMS and Efficient Correlation Framework
Subrata Datta and Kalyani Mali

528

Evaluation of Spam Email Classification Models using Feature Selection
Akshaya Ramachandran K and Siddhaling Urolagin

510

Feature Selection using Multiple Ranks with Majority Vote Based Relative Aggregate Scoring Model for Parkinson Dataset
Arunraj Gopalsamy and Radha B

573

RELATIONSHIP BETWEEN CAPITAL MARKET AND SECTORAL INDICES: An Indian Perspective
Anwesha Nath and Soumya Banerjee

502

An Adaptive Horizontal Vertical Gradient Feature Extraction Algorithm for Face Recognition
V Betcy Thanga Shoba and Shatheesh Sam

339

A Novel method for Analyzing Best pages generated by Query term Synonym combination
L.M.R.J. Lobo and Manoj Kale

346

COVID-19/SARS B-cell Epitope Prediction
Ramani Selvanambi, Bhanu Venkata Kiran Velpula and Sushant Jha

392

Employee Attrition Prediction using Machine Learning Algorithms
Ganthi Lok Sundar, Nallapaneni Yaswanthi, Perumalsamy Deepalakshmi and Mahalingam Krishna Kumar

408

A Combination of Decision Trees with Machine Learning Ensembles for Blood Glucose Level Predictions
Aashima, Shashank Bhargav, Shruti Kaushik and Varun Dutt

415

Using Deep Unsupervised Method for Stock Prediction
Thanh Hung Bui

447

Applying Linguistics and Psycholinguistics Features in Machine Learning for Fake News Classification
Colin Jingwei Lee and Hui Na Chua

472

Re-admission rate Prediction of Diabetes Patient: Health-Analytics based Approach
Vaidik Bhatt, Tulika Chakravorty and Samyadip Chakraborty

192

Parameter estimation and early dynamics of COVID-19 disease
Harish Sharma, S D Purohit, K.M. Owolabi, K.S. Nisar and Mudit Mathur

317

A Review for Predicting the Diabetes Mellitus Using Different Techniques and Methods
Preeti Saini and Rakesh Ahuja

401

Explorative Study of Explainable Artificial Intelligence Techniques for Sentiment Analysis Applied for English Language
Rohan Kumar Rathore and Anton Kolonin

411

A comparative study of machine learning and deep learning techniques in forecasting air pollution levels
Amartya Choudhury, Asif Middya and Sarbani Roy

420

Impact of Covid-19 on Solar Industry in India
Anshumaan Pathak and Surajit Mondal

423

Tool-supported Projects Evaluation for Decision-Making of Institutional Planning
Anié Bermudez Peña, Inelda Anabelle Martillo Alcivar, Gilberto Fernando Castro Aguilar and Alex Leopoldo Luque Letechi

435

Query-based Data-Valuation Strategy: an exploratory view
Neha Verma and Vikram Singh

605

Can Artificial Intelligence predict breast cancer?
Mohamed Aziz Kamoun and Anuragini Shirish

186

Design and Performance Analysis of Chromatic Dispersion Compensation for 16×10Gbps DWDM Optical Transmission Systems
Rajkumar Gupta and Madan Lal Meena

194

Prophecy of Ground water level using Hybrid ANFIS-BBO approach
Sandeep Samantaray, Potnuru Sumaan, Pravin Surin, Nihar Ranjan Mohanta and Abinash Sahoo

201

OPTIMAL STORAGE PLANNING IN ACTIVE DISTRIBUTION NETWORK CONSIDERING UNCERTAINTY OF WIND ENERGY SYSTEM
Pon Ragothama Priya P, Baskar S, Mala K, Tamilselvi S and Mohamed Umar Raja M

257

A comparison of cultivation techniques NFT-I, FR and soil: an IoT monitoring approach
Manuel J. Ibarra, Edgar W. Alcarraz, Olivia Tapia, Yalmar Ponce, Hugo D. Calderon-Vilca, Carlos R. Quispe

497

Control de un Robot Manipulador SCARA
Víctor H. Andaluz and Rubén D. Mullo

532

Cross-Domain Self-Attentive Sequential Recommendations
Nawaf Alharbi and Doina Caragea

543

On Cost Analysis of New Crossbar Interconnection Network
Ved Prakash Bhardwaj, Piyush Chauhan, Rohit Srivastava and Nitin Nitin

142

Vigorous deep learning models for identifying tomato leaf diseases
Rajeev Karothia and Manju K Chattopadhyay

211

AUTOMATIC RAILWAY DETECTION AND TRACKING INSPECTING SYSTEM
Pradeep J, Harikrishnan M and Vijayakumar K

283

Coalescing Image Steganography and Cryptography for information security
Cinu C Kiliroor, Tanushree Neelam and Kirti Bhagat

285

SHADOW DETECTION AND REMOVAL USING DYNAMIC THRESHOLDING APPROACH FOR DRIVERLESS CAR
Cinu C Kiliroor, Roshini Munawwara K and Narendhar S

298

Discrete Wavelet Transform based approach for Touch less Fingerprint Recognition
Dr.Suvarna Joshi

348

Enhanced Bag of Features using AlexNet and Henry gas solubility optimization for Soil Image Classification
Rahul Agarwal and Narpat Singh Shekhawat

361

Deep Learning Algorithm for Identification of Ear Disease
Manju K, Nagarjun S, Mokesh A, Meialagan K and Abishek A

Fairness and multi-stake holders

Speaker: Niloy Ganguly, Indian Institute of Technology, Kharagpur

598

Analysis of independence and Clustering pattern of students in adopting MOOCs
Raj Kishor Bisht, Sanjay Jasola and Ila Pant Bisht

604

Enhancing Monitoring in Online Exams using Artificial Intelligence
Santosh Gopane and Radhika Kotecha

608

Stratification of Breast Cancer Dataset with Suitable Fuzzy-Possibilstic Clustering Algorithm
Esha Kashyap, Kannan S.R. and Mark Last

612

Analysis of fuzzy DEMATEL approach for financial ratio performance evaluation of NASDAQ Exchange
R Venugopal, C Veeramani and S.A Edalatpanah

621

Similarity Distance based Kernel Canonical Correlation Analysis for Multiview Data Representation
Surendra Gupta, Urjita Thakar and Sanjiv Tokekar

640

Dimensionality Reduction Using Hybrid Brain Storm Optimization Algorithm
Nebojsa Bacanin, Miodrag Zivkovic, Timea Bezdan, Dusan Cvetnic and Luka Gajic

691

A Novel Portfolio Selection Strategy Using Gradient Based Optimizer
Mohammad Shahid, Zubair Ashraf, Mohd Shamim and Mohd. Shamim Ansari

476

Digital Economy Financial Applications
Galina Panova

508

Highly Efficient Stochastic Techniques for Evaluation of Multiple Integrals Related to Neural Networks
Venelin Todorov, Ivan Dimov, Stoyan Poryazov and Daniel Todorov

475

An Approach towards Numerical Data Augmentation and Regression Modeling using Polynomial-Kernel-based SVR
Ivan Izonin, Roman Tkachenko, Natalya Horbal, Michal Greguš, Volodymyr Verhun and Yaroslav Tolstyak

611

Emergent use of AI and Social Media for Disaster Management
Saima Saleem and Monica Mehrotra

618

Time series forecasting of optimal ELSS mutual funds - An Indian perspective
Ria Dey, Deblina Chakraborty and Soumya Banerjee

624

Robust Land Record System using Blockchain in Bangladesh
Md. Al Amin, Jannatul Ferdous Keya, K.M. Ashraf Uz Zaman and Tanjina Helaly

639

PREDICTION OF INDIAN HOTEL RATINGS ON CLEAR TRIP WEBSITE
Uthra L and Lakshmi Shankar Iyer

445

Using Word2Vec-LDA-Cosine Similarity for Discovering News Dissemination Pattern to Support Government-Citizen Engagement
Kean Shern Kok and Hui Na Chua

469

Representation of situations and solutions for Case Based Reasoning when managing urban infrastructure complex technological objects
Igor Glukhikh and Dmitry Glukhikh

559

Issues and Framework of Rules for Resolving Anaphora in Marathi Text
Kalpana Khandale and Namrata Mahender

564

Investigation on Customer Churn Prediction using Machine Learning Techniques
Veningston K, P V Venkateswara Rao, Selvan C and Ronalda M

565

Accessibility of Health Care Sites: Evaluation by Automated Tools
Kumari Sarita, Parminder Kaur and Satinder Kaur

620

A survey on Dimensionality Reduction Techniques and Clustering Methods
Jayashree and Shivaprakash T

664

Impact of Internet of Things in Agriculture
Edwin Prem Kumar G and Lydia M

139

Issues in Machine Learning Testing
Swati Jain and Dr Shyam Sunder Pandeya

207

A comparative study of firefly and BAT algorithm based Maximum Power Point Tracking for Partially Shaded Photovoltaic Systems
Rekha Radhakrishnan, Sumalatha P and Subha R

266

OBSTRUCTIVE SLEEP APNEA SEVERITY DETECTION USING PAN-TOMPKINS ALGORITHM AND FISHER FEATURE SELECTION
Juber Rahman N and Dr. Nithya P

296

Applying Variational Circuits in Deep Learning Architectures For Improving Discriminative Power of Speaker Embeddings
Raphael Blankson and Evgeniy Pavlovskiy

347

AUTONOMOUS WATER QUALITY MONITORING SYSTEM USING LORAWAN FOR SMART CITIES
Mohandass S, Vimalathithan R and Gargi Rajam I

358

SecHDFS-AWS: A Novel Approach to Design Efficient and Secure Data Storage Model over HDFS Enabled Amazon Cloud
Vishal Reddy K, Jayantrao Patil and Ratnadeep Deshmukh

364

Analysis of a Novel Adaptive Beamforming Algorithm with Varied Inter-element Spacing for Smart Antennas
Praneet Raj Jeripotula and Rajendra Naik Bhukya

388

Interval-Valued Credibilistic Real Options Modelling under Optimism-Pessimism Level
Jani Kinnunen and Irina Georgescu

533

Evaluation of Intent Classification Models on Frequently Asked Railway Queries
Palash Nandi and Dipankar Das

363

Extrapolating Z-axis data for a 2D Image on a Single Board Computer
Anupama V and Dr. Geetha Kiran A

366

A Novel Method for Suitable Hyper-Parameter Selection in an Accurate Convolutional Neural Network Architecture
Jyoti Pandey, Abhijit Asati and Meetha Shenoy

371

Impact Evaluation of Deep Learning Models in the context of Plant Disease Detection
Punitha Kartikeyan and Gyanesh Shrivastava

379

Heart Anomaly Classification using Convolutional Neural Network
Shikha Rani and Malay Kishore Dutta

406

Classification of brain tumor images using enhanced deep learning based methodologies
Aakash Paul, Priyanshi Chauhan, Himansh Sharma, Kartikay Khosla, Varun Srivastava and Ajay Kumar

418

Smartphone based Human Activity Pattern Identification using Unsupervised Learning
Dipanwita Thakur and Suparna Biswas

421

Classification of Gastrointestinal Images based on Transfer Learning ?and ?Denoising convolution ?Neural Networks
Ali Ahmed Abdelrahim

645

Prudential Life Insurance Customer Evaluator
Soham Mitra and Soumya Banerjee

650

A Real Coded Genetic Algorithm for identification of Defects with Ultrasound Time-of-Flight Data
Shyam Prasad Kodali and Nageswara Rao Boggarapu

687

An Efficient Blind Fragile Watermarking Scheme for Tamper Localization
Shambhu Shankar Bharti, Shivendra Shivani, Sudhir Kumar Pandey and Suneeta Agarwal

688

Student Performance Monitor: A Big Data Analytical Application
Tanzila Tahsin Mayabee, Sadia Khan, Armun Alam, Samsul Amin, Jannat Khair Chowdhury, Muhammad Talha Hassan and Mahady Hasan

694

Towards Personalization in Intelligent Learning Systems
Valentina Terzieva, Tatyana Ivanova and Katia Todorova

695

Feasibility Study on the Intelligent Control of General Nonlinear Discrete-Time Dynamical Systems: An Analysis on the Scalar Case
Udhaya Ravishankar

703

A New CNN for pixel classification in Hyperspectral Images
Hitendrasarma Thogarcheti and Syam Kakarla

389

Adaptive Signal Processing Algorithm Applied to the Design of Smart Antenna in a Cellular Network Considering Phase Quantization Error
Anindita Khan, Anupama Senapati and Jibendu Sekhar Roy

410

Performance Enhancement of DFIG System using PSO Based Optimized PID Controller
Rahul Kumar Saw, Dr. Santosh Kumar Verma and Dr. Deoraj Kumar Tanti

427

Design and Analysis of Common Duty Ratio Controlled ISOP Connected Zeta Converter for Solar PV Water Pumping Application
Hussaian Basha Ch and Shaik Rafi Kiran

449

Reducing error in localization of sensor nodes in precision agriculture: An AOA based approach
Manas Kumar Mohanty and Parag Kumar Guha Thakurta

464

Creating a Decentralized Communication Protocol for SMART Manufacturing Units within Industry 4
Gareth Gericke, Rengith Kuriakose and Herman Vermaak

467

Continuous Model for States in CSMA/CA-based Wireless Local Networks Derived from State Transition Diagrams
Winfried Auzinger, Kvitoslava Obelovska, Ivanna Droniuk, Khrystyna Peleh and Roksolyana Stolyarchuk

487

A New Approach to Collision-Free Path Planning for Robot Navigation using Safety Envelopes
Prachi Bhanaria

433

IMPROVED CONTRAST ENHANCEMENT TECHNIQUE FOR DARK IMAGES USING COLOR CHANNELS
Kanav Sharma, Suniti Dutt and Bobbinpreet Kaur

495

Performance Analysis of Multi-scale Transforms for Saliency based Infrared and Visible Image fusion
Sumit Budhiraja, Sunil Agrawal and Balwinder S Sohi

593

Panoptical View of Machine Learning Techniques
Geetika Vashisht, Smriti Bansal and Manisha Jailia

541

A novel Image Encryption using the Chaos theory and Compressed Sensing
Saumya Patel and Ankita Vaish

553

A Review on Pattern Recognition based Retinal blood vessels extraction technique to detect Diabetic Retinopathy (DR)
Smita Das and Swanirbhar Majumder

569

Key object classification for Activity Recognition in tennis using cognitive approach in Mask RCNN
Kanimozhi Soundararajan, Mala T, Kaviya A, Pavithra M and Vishali P

583

Traffic Sign Detection using Computer Vision and Machine Learning
Parvez Aziz Boruah, Kishore Kashyap and Manash P. Bhuyan

173

Low Complexity Hybrid Beamforming Technique for Massive MIMO System
Rajpreet Singh and Paras Chawla

176

A Highly Efficient and Broadband Doherty Power Amplifier Design for 5G Base Station
Sukhpreet Singh and Paras Chawla

178

Artifact removal of visual evoked potentials in Autism spectrum disorders
Priyalakshmi Sheela and Subha Puthankattil

494

A Decentralised Model for IoT Networks
Rajesh Kr. Yadav, Aditya Gahlawat, Anmol Goyal and Aryan Bansal

499

Boost Converter Control for Maximum Power Tracking of PV System Using Brain Emotional Learning Based Intelligent Controller
Biranchi Narayan Kar, Paulson Samuel and Bandi Mallikarjuna Reddy

545

Open Challenges and new horizons for IoT based cloud applications and AI based cloud applications
Shruti Tripathi

558

Multiband Reconfigurable Antenna Design with Frequency, Polarization and Pattern diversities
Farha Usman and Ram Suchit Yadav

517

Performance Enhancement of Fractional PI^? D^? Controllers using Modified Grey Wolf Optimization
Santosh Verma and Amit Choudhary

590

Fusion Based Feature Extraction Approach for Recognition of Handwritten Devnagari Numerals
Danveer Rajpal and Akhil Ranjan Garg

616

Driver Behavior Analysis based on Numerical Data using Deep Neural Networks
Aklima Akter Lima, Sujoy Chandra Das and Md. Shahiduzzaman

637

Facial Expression Recognition with FlatcamLensless Imaging
Darshan Gera and S Balasubramanian

668

Classification of Masses in Mammogram Images into Benign and Malignant using GLCM on LBP Using Non-Overlapping Blocks of Varying Sizes
Heba Kurdi, Atheer Alkubeyyer, Reema Alabdullatif and Alhanoof Althnian

681

Analysis of Colon Cancer Metagenomic Data Using Machine Learning
Syama K, Kanak Jain, J. Angel Arul Jothi, and Namita khanna

684

An_improved_Deep_Image_Prior_for_Blind_Image_Denoising _modified
Hari Kishan Repala, Aneeta Christopher and Pv Sudeep

685

Automated Classification Of Hepatocellular Carcinoma (HCC) Images For Detection of Malignant Tumor Using HOG Technique
Nibedita Pati, Minu Samantaray, Millee Panigrahi and Krishna Chandra Patra

198

3D Object Classification Using HOG3D
Fouzia Adjailia, Andrinandrasana David Rasamoelina and Peter Sincak

567

Review On Object Detection with Audio Feedback using Trigger word
Dheeraj D, Ankit Kumar and M Vaidehi

572

Efficient Data Aggregation in WSN for Air Pollution monitoring: A PCA based approach
Ranadeep Dey and Parag Kumar Guha Thakurta

588

BioGamal Privacy Preserving Public Auditing for Cloud Computing
Utkarsh Pandey, Chetan Agarwal and Bhavana Verma

589

Analysis of Intelligent Fuzzy Logic MPPT for Hybrid PV-Wind Energy System
Sunil Naik Sapavatu and Phanishree Kona

659

Epoch Based Channel Selection Algorithm for Device-to-Device Communication using Multi-Armed Bandit with Random Rewards and Adaptive Randomization
Himanshu Agrawal and Krishna Asawa

663

Detection of Potential Citation Clubs in Bibliographic Networks
Mridul Gain, Nandini Soni and Durga Bhavani S

677

Intelligent Military Combat Potential & Configuration Decision Support System
Arun Kumar and Dr Dasari Srikanth

690

Optimal Allocation of Capacitor using Ant Lion Optimization Algorithm
Manikanda Selvam S and Yuvaraj T

Deep Learning - The ultimate Tool for making Intelligent Recognition Systems

Speaker: Mohammad Shorif Uddin, Jahangirnagar University, Bangladesh

Award Announcements and Valedictory Function