Opening Ceremony

Drone Swarm: Concept, Challenges, and Future

Speaker: Dr. Jagdish Chand Bansal, South Asian University, New Delhi, India

Controlled computation on a federated ecosystem

Speaker: Dr. Antorweep Chakravorty Department of Computer Science & Electrical Engineering, University of Stavanger, Norway

TS01: Models and Algorithms

44

Big Data Framework for Analytics Business Intelligence
Farhad Khoshbakht and S.M.K. Quadri

65

Performance Evaluation Metrics of NBA, NAAC, NIRF and Analysis for Grade up Strategy
Dr.M Parvathi and T. Amy Prasanna

100

Multi-Label Emotion Classification Using Physically Explicated Dataset
Sowndarya Spoorthi B, Harshitha V, Nagasandesh N, K Sathya Pramod and Shashank N

101

Trends of Tea Productivity Based on Level of Soil Moisture in Tea Gardens
Manoj Deka and Yashu Pradhan

136

Population based meta-heuristics for Feature Selection: A Multi-objective Perspective
Jyoti Ahuja and Saroj Ratnoo

138

Distributed Item Recommendation using Sentiment Analysis
Tinku Singh, Vinarm Rajput, Nikhil Sharma, Satakshi Singh and Manish Kumar

146

Methods for Optimal Feature Selection for Sentiment Analysis
Sakshi Shringi and Harish Sharma

390

Cardinality Constrained Portfolio Selection Strategy Based on Hybrid Metaheuristic Optimization Algorithm
Faisal Ahmad, Faraz Hasan, Mohammad Shahid, Mohammad Imran and Jahangir Chauhan

TS02: Data Science Applications

34

A OTP-based Lightweight Authentication scheme in Python towards possible uses in Distributed Applications
Anishka Chauhan and Arnab Mitra

371

Prediction of Particulate Matter (PM2.5) across India using Machine Learning Methods
Rikta Sen, Ashis Kumar Mandal, Saptarsi Goswami and Basabi Chakraborty

372

Football Player and Ball Tracking System using Deep Learning
Kadir Diwan, Rajeev Bandi, Sakshi Dicholkar and Mrinal Khadse

378

Posit Extended RISC-V Processor and its Enhancement Using Data Type Casting
Ashley Kurian and Ramesh Kini M

383

The Planning and Production of A Hindi Digital Dictionary for NLP Specific Purpose
Gatha Sharma and Anadi Sharma

421

Computational prediction model for pepper yield prediction using support vector regression
Akhil Wilson, Hemalatha N and Raji Vinod

424

Exploring Word2vec Embedding for Sentiment Analysis of Bangla Raw and Romanized Text
Sumaiya Kashmin Zim, Fardeen Ashraf, Tasnia Iqbal, Md. Adnanul Islam, Isbat Khan Polok, Lopa Ahmed, Md. Mahbubur Rahman and Md. Saddam Hossain Mukta

427

CoviIS: A Real-Time Covid Help Information System using Digital Media
Niharika Ganji, Arnab Sinhamahapatra, Shubhi Bansal and Nagendra Kumar

TS03: Data Science Challenges

1

Cancer Prognosis by Using Machine Learning and Data Science: A systematic review
Lakshmikanth Rajath Mohan T and Jayapandian N

12

Understanding Agriculture Scenario of Punjab: A Qualitative Research of Crop parameter in relation to fertilizer usage
Palvi Mittal, Sagar Kansal and Vijay Kumar Sinha

25

AI in Healthcare: Privacy, Trust and Ethical Challenges
Srishti Rawat, Shefali Singhal and Tanvi Gupta

55

Technological Impacts of AI on Hospitality and Tourism Industry
Sunil Sharma, Yashwant Singh Rawal, Harvinder Soni and Debasish Batabyal

71

A Systematic Review of User Authentication Security in Electronic Payment System
Md Arif Hassan and Zarina Shukur

82

A Survey on Defect Detection of Vials
Vishwanatha C R, Asha V and Sneha More

110

Robo advisory and its advantages and disadvantages over Human Advisory -A Systematic Literature Review
Ramesh K P, Nelson Mathew and Dr Amudha R

168

A Systematic Review on Explicit and Implicit Aspect Based Sentiment Analysis
Mr.Sameer Yadavrao Thakur, Dr. K.H Walse and Dr.V.M Thakare

TS04: Emerging Technology

20

Proposed Experimental Design of a Portable COVID-19 Screening Device Using Cough Audio Samples
Kavish Rupesh Mehta, Punid Ramesh Natesan and Sumit Kumar Jindal

63

Improvement of Real-Time Kinematic Positioning Using Kalman Filter-Based Singular Spectrum Analysis during Geomagnetic Storm for Thailand sector
Worachai Srisamoodkham, Kutubuddin Ansari and Punyawi Jamjareegulgarn

66

Optimal Extraction of Bioactive Compounds from Gardenia and Ashwagandha Using sine cosine algorithm
Dr.Vanita Garg, Mousumi Banerjee and Bhavita Kumari

81

 Quadratic Dragonfly Algorithm for Numerical Optimization and Traveling Salesman Problem
Divya Soni, Dr. Nirmala Sharma and Dr. Harish Sharma

96

Predictive Internet of Things Based Detection Model of Comatose Patient using Deep Learning
Sarthak Kandalkar and Mithra Venkatesan

115

Structural optimization with the multistrategy PSO-ES unfeasible local search operator
Marco Martino Rosso, Angelo Aloisio, Raffaele Cucuzza, Rebecca Asso and Giuseppe Carlo Marano

116

Survey On Signalling in Indian Railways and Way for the Future
Sravan Kumar Sikhakolli

158

Dynamic-Differential Pricing, Buy-back Pricing and Carbon Trading in Renewable Power Distribution Network Design
Yu-Chung Tsao, Tsehaye Dedimas Beyene and Sisay Geremew Gebeyehu

TS 05: Image Processing and Computer Vision

17

Face Detection Based Border Security System Using Haar-Cascade and LBPH Algorithm
Arpit Sharma and Jayapandian N

68

Analysis of Recent Trends in Single Image Dehazing Techniques
Jenisha C and Dr Sheeba Joice C

80

Skin Diseases Detection with Transfer Learning
Van-Quoc Vo and Thai-Nghe Nguyen

83

Diagnosis of Skin Cancer using Deep Learning
Sweta S, Nitin Mishra and Saumya Chaturvedi

88

Tversky-Kahneman: A New Loss Function For Skin Lesion Image Segmentation
Do-Hai-Ninh Nham, Minh-Nhat Trinh, Van-Truong Pham and Thi-Thao Tran

217

Nodule Detection & Prediction of Lung Carcinoma in CT images: A Relative Study of Enhancement & Segmentation Methods
Nyni K. A. and Dr. Anitha J.

219

Feature Selection for Classification of Abnormalities in Medical Images – A Review
Suja K V and Rajkumar K K

220

PASPP Medical Transformer for medical image segmentation
Hong-Phuc Lai, Thi-Thao Tran and Van-Truong Pham

167

Abstractive summarization is improved by learning via semantic similarity
R. Hariharan, Dhilsath Fathima M, Kameshwaran A, A Bersika M.C Sweety, Vaidehi Rahangdale and Bala Chandra Sekhar Reddy Bhavanam

189

Experimenting Different Classification Techniques to Identify Unknown Author using Natural Language Processing
Priyanshu Naudiyal, Chaitanya Sachdeva and Sumit Jindal

191

Intelligent Computational Model for Accurate and Early Diagnosis of Heart Failure
Isaac Kofi Nti, Owusu Nyarko-Boateng, Adebayo Felix Adekoya, Patrick Kwabena Mensah, Mighty Abra Ayidzoe, Godfred Kusi Fosu, Henrietta Adjei Pokuaa and R. Arjun

212

Genetic Algorithm based Clustering with Neural Network Classification for Software Fault Prediction
Pushpendra Kumar Rajput, Aarti, and Raju Pal

218

Fuzzy C-Means and Fuzzy Cheetah Chase Optimization Algorithm
Goudhaman Marimuthu, Sasikumar S and Vanathi N

245

Potential Customers Prediction in Bank Telemarketing
Le Dinh Huynh, Phung Thai Duong, Khuat Duy Bach and Phan Duy Hung

252

Deep Neural Networks Predicting Student Performance
Kandula Neha, Jahangeer Sidiq and Majid Zaman

258

Sentiment Analysis of COVID-19 tweets using TextBlob and Machine Learning classifiers - An evaluation to show how COVID -19 opinions is influencing psychological reactions of people‘s behaviour in social media
P Kathiravan, R Saranya and Sekar Sridurga

443

General Natural Language Processing Translation Strategy and Simulation Modelling Application Example
Bernhard Heiden and Bianca Tonino-Heiden

I248

Forecasting of Novel Corona Cases in India Using LSTM based Recurrent Neural Networks
Sawan Kumar Tripathi, Sanjeev Mishra and Sunil Dutt Purohit

I309

Psychosomatic Study of Criminal Inclinations with Profanity on Social Media: Twitter
Angelo Baby, Jinsi Jose and Akshay Raj

I353

Grading of Diabetic Retinopathy using Machine Learning Techniques
Asha Gnana Priya H and Anitha J

I390

Tracking Digital Device Utilization from Screenshot Analysis using Deep Learning
Bilkis Jamal Ferdosi, Mohamod Kabir Sadi, Niamul Hasan and Md. Abdur Rahman

I412

Machine Learning Based Approach for AirFare Forecasting
L. Sherly Puspha Annabel, G Ramanan, R Prakash and S Sreenidhi

I416

Sensor Fusion Methodologies for Landmine Detection
Parag Narkhede, Rahee Walambe and Ketan Kotecha

I435

Homograph Language Identification using Machine Learning Techniques
Mohd Zeeshan Ansari, Sunubia Khan and Tanvir Ahmad

175

A Comprehensive Study on Relation Between Hodgkin-Huxley Model and Brain-Disorder disease
Shruti Gupta, Dr. Kaushal Kumar and Dr. Jyotsna Singh

190

Categorical Data: Need, Encoding, Selection of Encoding Method and its Emergence in Machine Learning Models - A Practical Review Study on Heart Disease Prediction dataset using Pearson Correlation
Nishoak Kosaraju, Sankepally Sainadh Reddy and Mallikharjuna Rao K

263

Reflection of Star ratings on online customer reviews; its influence on consumer decision making
C Selvaraj

280

Predicting Order Processing Times in E-Pharmacy Supply Chains During COVID Pandemic Using Machine Learning – A Real-World Study
Mahesh Babu Mariappan, Kanniga Devi and Yegnanarayanan Venkataraman

298

Machine Learning as a Service (MLaaS) - An Enterprise Perspective
Giannis Grigoriadis, Eleni Vrochidou and George Papakostas

316

Data Envelopment Analysis: A Tool for Performance Evaluation of Undergraduate Engineering Programs
Vaidehi Bhaskara, Ramesh K. T. and Sayan Chakraborty

323

The Role of Big Data in Color Trend Forecasting: Scope and Challenges- A Systematic Literature Review
Siddhali Doshi

324

Forensic Facial Recognition: Review and Challenges
Ipsita Pattnaik, Amita Dev and A.K. Mohapatra

229

Covid-19 Contact Tracing Using Low Calibrated Transmission Power from BLE – Approach & Algorithm Experimentation
Thein Oak Kyaw Zaw, Saravanan Muthaiyah, Malik Manivanan Sehgar and Ganes Raj Muthu Arumugam

230

Fuzzy Optimized Particle Swarm Algorithm for Internet of Things Based Wireless Sensor Networks
Dr. S.L.Prathapa Reddy, P. Lokeshwara Reddy, K. Divya Lakshmi and M.Mani Kumar Reddy

236

Monitoring loud commercials in television broadcast
Silvana Sukaj and Rosaria Parente

251

Analysis and implementation of normalization techniques on KDD'99 Dataset for Detect and Prevent Intrusion on Network
Priyalakshmi V and Devi R

254

An Efficient Group Signature Scheme based on ECDLP
Namita Tiwari, Amit Virmani and Ashutosh Tripathi

278

Intellectual Identification Method of The Eggs Development Condition Based on Deep Neural Nets
Eugene Fedorov, Tetyana Utkina and Tetiana Neskorodieva

350

Texture based classification of fabric material
Shubhangi Sapkale and Manoj Patil

I405

A Simulative Analysis of Prominent Unicast Routing Protocols over Multi-hop Wireless Mobile Ad-hoc Networks
Lavanya Poluboyina, S V Maruthi Rao Ch, P V Subba Rao S and Prasad Acharya G

242

Psychological Parametric Prediction through Video Recognition
Vinayak Mathur, Sairanjan Dasgupta, M Safa and Dr. Kayavilzhi

250

Jihva Parikshan Using Image Processing
Pooja Yadav, Urvi Shah, Manasi Nande and Shruti Dodani

270

New Algorithm for Chunks Based Transfer and Image Rotation CAPTCHA Validation
Ritika Sharma, Charu Shree and Dr. Manish Mukhija

293

Identification of ADHD disorder in children using EEG based on visual attention task by Ensemble Deep Learning
Nupur Chugh, Swati Aggarwal and Arnav Balyan

300

Very Low illumination image enhancement via lightness mapping
Ahmed Rafid Hashim, Hana H. Kareem and Hazim G. Daway

313

3D CNN based Classification of Severity in COVID-19 in CT Images
R Leena Sri, Divya Vetriveeran and Rakoth Kandan Sambandam

314

A hybrid architecture for Action Recognition in Videos using Deep Learning
Kakarla Ajay Kumar Reddy, Ch Vijayendra Sai, Sundeep V V S Akella and Priyanka Kumar

332

Spatio-temporal Analysis of Urbanization by Using Supervised Image Classification with Correlation of Land Surface Temperature and Topography.
Thangaperumal S and Marianne Rhea R

Accelerating Deep Learning at Edge

Speaker: Prof. Amlan Chakrabarti, Professor and Director, A.K.Choudhury School of Information Technology, University of Calcutta, India

Computer Vision and Artificial Intelligence Challenges in Plant Phenotyping

Speaker: Dr. Sruti Das Choudhury School of Natural Resources and Department of Computer Science and Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA

267

Framework for early detection of Fall Armyworm in Maize using object detection algorithms
Prajwal R and Dr. D Stalin Alex

269

An Integrated Machine Learning Approach Predicting Stock Values Using Order Book Details
Hemantkumar Wani and Sujithkumar Sh

271

Hybrid Genetic-Bees Algorithm in Multi-layer perceptron optimization
Duc Vi Tran and Tran Mai Anh Truong

282

Anemia Estimation For Patients Using Ridge Regression
Solleti Venkata Sai Charan, Kotika Sai Vardhan and Budideti Venkat

292

AI based automated approach for trend data generation & competitor benchmark to enhance voice AI services
Jayavel Kanniappan, Jithin Gangadharan, Rajesh Kumar Jayavel and Aravind Nadanasabapathy

303

Clustering of high dimensional transcriptomic data with spectral clustering for patient subtyping
Arif Rather and Manzoor Chachoo

348

K-Means Algorithm to form Dynamic Cluster Formation to Counter the Static Property of K-Means
Narender Kumar, Vinesh Kumar Jain and Dr Jyoti Gajrani

362

Training Logistic Regression Model by Hybridized Multi-verse Optimizer for Spam Email Classification
Miodrag Zivkovic, Aleksandar Petrovic, Nebojsa Bacanin, Marko Djuric, Ana Vesic, Ivana Strumberger and Marina Marjanovic Jakovljevic

346

Linking Social Media Data and Clinical Methods to Detect Depression Using Artificial Intelligence: A Review
Anushka Choudhury, Muskan Didwania, P. C. Karthik and Saad Yunus Sait

358

A systematic study of fake news detection systems using machine learning algorithms
Ravish Kumar and Dr. Rahul Katarya

359

Avian Influenza Prediction Using Machine Learning Approaches: A Review
Maana Shori and Kriti Saroha

386

What and Why?: Interpretability in Colon Cancer Detection
Ratnabali Pal, Samarjit Kar and Arif Ahmed Sk

409

Feature Extraction for Big Data using AI
Jalajakshi V and Myna An

428

Social Networking Sites in Daily Life: Benefits and Threats
Dr Venugeetha Y, Ranjeet Rathod and Rishabh Kumar

441

Performance Evaluation of a Novel Thermogram Dataset for Diabetic Foot Complications
Naveen Sharma, Sarfaraj Mirza, Ashu Rastogi, Prashant K Mahapatra and Satbir Singh

445

Artificial Intelligence in Disaster Management: A Survey
Suchita Arora, Sunil Yadav and Sandeep Kumar

286

Cognitive Science: An Insightful Approach
Prof. Manjushree Laddha, Harsha Gaikwad, Harishchandra Akarte and Sanil S. Gandhi

289

Predicting the Dynamic viscosity of Biodiesels at 313K Using Empirical Models
Youssef Kassem, Hüseyin Çamur, Tu?berk Özdemir and Bawa Bamaiyi

290

Artificial Neural Networks, Quadratic Regression, and Multiple Linear Regression in Modeling Cetane Number of Biodiesels
Youssef Kassem, Hüseyin Çamur, George Edem Duke and Abdalla Hamada Abdelnaby

318

A Network Infrastructure for Security Enhancement
Shikha Saxena

320

Single Phase Transformerless Switched Capacitor Multilevel Inverter for Solar PV Application
Promod Ranjan Debnath and P Sathyanathan

352

Analysis of an Efficient Elite Group Based Routing Protocol for Wireless Sensor Networks
Rupal Shukla and Ashwini Kumar

364

Optimization of Spatial Pyramid Pooling Module Placement for Micro-Expression Recognition
Marzuraikah Mohd Stofa, Mohd Asyraf Zulkifley, Muhammad Ammirrul Atiqi Mohd Zainuri and Mohd Hairi Mohd Zaman

338

COVID-DenseNet: A deep learning architectureto detect COVID-19 from chest radiology images
Md Mohaiminul Islam, Tanveer Hannan, Laboni Sarker and Zakaria Ahmed

340

Pneumonia Chest X ray Classification using Support Vector Machine
Nagashree S and Dr. B.S. Mahanand

347

Triplet Multi-task Learning Strategy for Person Re-identification using Deep Learning
Shavantrevva Bilakeri and Karunakar Kotegar

367

Image Colorization: A Convolutional Network Approach
Nitesh Pradhan, Saransh Gupta and Gaurav Na

377

Convolutional Neural Network for COVID-19 Detection
Pulkit Agarwal, Neeraj Yadav, Rishav Kumar and Rahul Thakur

397

An Improved Method to Recognize Bengali Handwritten Characters Using CNN
Monishanker Halder, Sudipta Kundu and Md. Ferdows Hasan

402

Photo Restoration: A Sequential Pipeline Approach involving Denoising and Deblurring
Abhijnan Bajpai, Abhijnya Bhat, Sejal Priya and S Natarajan

379

Securing Microservice-Driven Applications Based on API Access Graphs using Supervised Machine Learning Techniques
Aditya Pai B, Anirudh Hebbar and Manoj Kumar M V

393

Scaling and Cutout Data Augmentation for Cardiac Segmentation
Elizar Elizar, Mohd Asyraf Zulkifley and Rusdha Muharar

I117

Fuzzy TOPSIS approaches for multi criteria decision-making problems in triangular fuzzy numbers
Sandhya Priya Baral, Prashanta Kumar Parida and Shishir Kumar Sahoo

I187

Feature Importance in Explainable AI for expounding Black Box models
Bikram Bhuyan and Sudhanshu Srivastava

I55

A secured novel classifier for effective classification using Gradient Boosting Algorithms
Baburaj E, Barona R and Arulkumaran G

I76

E-Learning Acceptance in Higher Education in Response to Outbreak of COVID-19: TAM-2 based Approach
Amarpreet Singh Virdi and Akansha Mer

155

Machine learning techniques for the prediction of Bovine Tuberculosis among the cattle
Rita Roy, Marada Ravindra and Nitish Marada

304

Forensic Analysis of Blue Talk (Random Chat)
Francis Manna and Animesh Kumar Agrawal

I203

Applicability of Klobuchar Model for STEC Estimation over Thailand Region
Kutubuddin Ansari, Hong-Woo Seok and Punyawi Jamjareegulgarn

I247

A Survey on Neural Networks In Cancer Research
Jerin Reji and R Sunder

I255

Role of data analytics in effiecient utilization of google ads campaign
Avudaiappan Dharma and Krishnamurthy Valli Priyadharshini

I281

A Review on Data-Driven Approach Applied for Smart Sustainable City: Future Studies
Rosmy Antony and R Sunder

I444

Machine Learning techniques to predict intradialytic hypotension : different algorithms comparison on unbalanced datasets
Domenico Vito

435

An efficient framework for forecasting of crime trend using machine learning technique
Bam Bahadur Sinha and Tarun Biswas

21

Improving River Streamflow Forecasting utilizing Multi-layer Perceptron-based Butterfly Optimization Algorithm
Abinash Sahoo, Ippili Saikrishnamacharyulu, Sandeep Samantaray and Deba Prakash Satapathy

399

Dynamic Pricing for Electric Vehicle Charging at a Commercial Charging Station in Presence of Uncertainty: A Multi-Armed-Bandit Reinforcement Learning Approach
Ubaid Qureshi, Mehreen Mushtaq, Juveeryah Qureshi, Mir Aiman, Mansha Ali and Shahnawaz Ali

407

Study of the Scalability and Security Problem of the Distributed Register System
Gennady Shvachych, Volodymyr Busygin, Boris Moroz, Andrii Matviichuk, Hanna Sashchuk and Oleksandr Dzhus

425

Anomaly Based Network Intrusion Detection System for IoT
Gitesh Prajapati, Pooja Singh and Rahul

426

Comparative Analysis of Resonant Converters
Lingabathini Shiva Rama Krishna Prasad and Mavurapu Srinivas

430

Distributed Denial of Service Attack Detection using Optimized Hybrid Neuro-Fuzzy Classifiers
Pallavi Chitte and Sangita Chaudhari

I156

Black-Scholes Option Pricing using Machine Learning
Shreyan Sood, Tanmay Jain, Nishant Batra and H.C. Taneja

I178

Literature Review on Waste Management Using Blockchain
Prof. Santosh Sambare, Kalyani Khandait, Kshitij Kolage, Keyur Kolambe and Tanvi Nimbalkar

I221

A review about analysis and design methodology of Two-Stage Operational Transconductance Amplifier (OTA)
Usha Kumari and Rekha Yadav

I242

Design and Optimization of Wideband RF Energy Harvesting Antenna for Low Power Wireless Sensor Applications
Geetanjali, Poonam Jindal, Nitin Saluja, Neeru Kashyap, Nitika Dhingra

I267

A Novel Metaheuristic with Optimal Deep Learning based Network Slicing in IoT Enabled Clustered Wireless Sensor Networks in 5G Systems
B Gracelin Sheena and Dr.N Snehalatha

I300

Algorithms for Syllogistic using RMMR
Sumanta Sarathi Sharma and Varun Kumar Paliwal

I81

Classification of Malignant Skin Cancer Lesion using CNN, KNN and SVM
Renuka Kulkarni, Sanket Giri, Samay Sanghvi and Ravindra Keskar

I89

Forensic investigation in image processing
Sharda Devi and Vikram Singh

434

Face Mask Detection Using YOLOv3
Devesh Singh, Himanshu Kumar and Shweta Meena

406

Review on facial Recognition System: past, present and future
Manu Shree, Dr. Amita Dev and Dr. A.K Mohapatra

411

A Comparative Study on Distracted Driver Detection Using CNN and ML Algorithms
Faeza Hasani, Annu Dhiman, Anukrity Varshney and Bindu Verma

I105

A survey on plant leaf disease detection using Image Processing
Latha Maheswari Udayakumar and Jebathangam J

117

Fuzzy 2-Partition Kapur Entropy for Fruit image segmentation using Teacher-Learner optimization algorithm
Harmandeep Singh Gill and Guna Sekhar Sajja

I214

Sign Language Recognition System for Kids using Customized Convolution Neural Network
Dipmala Salunke

I217

Space Fractionalized Lattice Boltzmann Model Based Image Denoising
Prateep Upadhyay

I259

Identification and detecting COVID-19 from X-ray images using Convolutional Neural Networks
Rahman Farhat Lamisa and Md. Rownak Islam

I296

Student attention base facial emotion state recognition using convolutional neural network
Md.Mahmodul Hassan

I304

Detection, Depth Estimation and Locating Stem Coordinates of Agricultural Produce using Neural Networks and Stereo Vision
Nimalan Karthik Rajasekar, Manishankar Sunder, Srikar Tondapu and Nippun Kumaar A. A

I456

Real Time Hand Gesture Recognition using Indian Sign Language
Rabinder Kumar Prasad, Abhijit Boruah and Sudipta Majumder

49

Software Fault Prediction using Particle Swarm Optimisation and Random Forest
Samudrala Santhosh, Kiran Khatter and Devanjali Relan

370

Exploring Academic Dishonesty Using Latent Class Analysis
Sunil Kumar and Apurba Dabgotra

431

Analysis of Wormhole Attack Detection in Customized Adhoc Network
Soumya Shrivastava and Punit Kumar Johari

442

Improving the indoor well-being through IoT: a methodology for users safety in confined spaces
Mariangela De Vita, Eleonora Laurini, Marianna Rotilio, Vincenzo Stornelli and Pierluigi De Berardinis

I355

Cognitive Radio Networks Implementation for Optimum Spectrum Utilization Through Cascade Forward and Elman Backpropagation Neural Networks
Rahul Gupta and Dr. P.C. Gupta

I385

Controller for Electro Mechanical Flap Actuation System in More Electric Aircraft
Sreelekshmy L and Sreeja S

Machine Learning for Portfolio Management

Speaker: Prof. Siddhartha Bhattacharyya Principal, Rajnagar Mahavidyalaya, Birbhum, India

Award Announcements and Valedictory Function