DEPARTMENT OF Information Technology

FACULTY RESEARCH

List of Papers Published in Journals

Sr. No

Name of the Author

Title of the publication

Name of the Journal

Year of Publication

1

Dr. P. P. Ghadekar

Physics Based Dynamic Texture Analysis and Synthesis Model using GPU

International Journal of IET Image Processing

2020

2

Dr. P. P. Ghadekar

Real-Time Virtual Fitness Tracker and Exercise Posture Correction

International Journal of Next-Generation Computing (IJNGC)

2021

3

Dr. P. P. Ghadekar

Multi-day Window for Stock Movement Prediction and Financial News Classification for Predicting Market Sentiments

International Journal of Next-Generation Computing (IJNGC)

2021

4

Dr. P. P. Ghadekar

Automated Sign to Speech Conversion Model using Deep Learning

International Journal of Next-Generation Computing (IJNGC)

2021

5

Dr. P. P. Ghadekar

COVID-19 Face Mask Detection using Deep Convolutional Neural Networks & Computer Vision

Indian Journal of Science and Technology

2021

6

Dr. P. P. Ghadekar

Intelligent Agent for Automatic Engineering Diagram Digitization with Deep learning

BBRC International Journal

2021

7

Dr. P. P. Ghadekar

Automatic Digitization of Engineering Diagrams using Intelligent Algorithms

International Journal of Computer Science

2021

8

Dr. P. P. Ghadekar

Secure access control to IoT devices using blockchain

International Journal of Recent Technology and Engineering

2019

9

Dr. P. P. Ghadekar

Nighttime Haze Removal using Multi-Scale Exposure Fusion

International Journal of Advanced Science and Technology

2020

10

Dr. P. S. Dhabe

A GPU parallel Bernstein algorithm for polynomial global optimization

International Journal of Systems Assurance Engineering and Management

2020

11

Dr. Preeti Bailke

Distributed algorithms for improved associative multilabel document classification considering reoccurrence of features and handling minority classes

International Journal of Business Intelligence and Data Mining(inderscience)

2019

12

Mrs. S. P. Dongre

GPU accelerated circuit analysis using machine learning-based parallel computing model

Springer Nature Applied Sciences Journal

2020

13

Mrs. R. S. Jadhav

Click-through rate prognostication using non linear machine learning model with concept learning

Journal of Advanced Research in Dynamical and Control Systems

2020

14

Mrs. R. S. Jadhav

Automating security vulnerabilities using scanning and exploiting

International Journal of Innovative Technology and Exploring Engineering

2019

15

Mrs. R. S. Jadhav

Ip steganography using identification field of ipv4 header

Journal of Advanced Research in Dynamical and Control Systems

2019

16

Mrs. D. J. Joshi

An analysis of mental health of social media users using unsupervised approach

International Journal of Computers in Human Behavior

2020

17

Mr. D. J. Swain

An efficient system for the prediction of coronary artery disease using dense neural network with hyper parameter tuning

International Journal of Innovative Technology and Exploring Engineering

2019

18

Mr. D. J. Swain

Diagnosis of coronary artery disease using 1-D convolutional neural network

International Journal of Recent Technology and Engineering

2019

19

Mr. D. J. Swain

Diabetic retinopathy using image processing and deep learning

International Journal of Computing Science and Mathematics

2020

20

Dr. P. P. Ghadekar

Low light and over exposed Image Enhancement using Weight Matrix Technique

International Journal of Computer Applications

2020

21

Dr. P. P. Ghadekar

Currency recognition and fake currency identification using image processing

International Journal of Advanced Research, Ideas and Innovation in Technology

2019

22

Dr. K. B. Vayadande

Diabetes Prediction Using Machine Learning

International Journal of Advances in Engineering and Management

2021

23

Dr. K. B. Vayadande

Air Quality Prediction using Seaborn and TensorFlow

International Journal of Trend in Scientific Research and Development (IJTSRD)

2021

24

Dr. K. B. Vayadande

Predicting Chronic Kidney Disease using Data Mining Techniques

International Journal of Trend in Scientific Research and Development (IJTSRD)

2021

25

Dr. K. B. Vayadande

Quarantine Management System using PHP and MYSQL

International Journal of Trend in Scientific Research and Development (IJTSRD)

2021

26

Dr. K. B. Vayadande

Medical Shop Management System using Django

International Research Journal of Modernization in Engineering , Technology and Science

2021

27

Dr. K. B. Vayadande

SDN and its security flaws:A Review Paper

International Journal of Trend in Scientific Research and Development (IJTSRD)

2020

28

Dr. K. B. Vayadande

CIPHERKEY Algorithm: Novel Approach

International Journal of Trend in Scientific Research and Development (IJTSRD)

2020

29

Dr. K. B. Vayadande

Advanced Fire Monitoring System

International Journal of Trend in Scientific Research and Development (IJTSRD)

2020

30

Dr. K. B. Vayadande

Voice Enabled Switch using ESP8266+Google Services

International Journal of Advances in Engineering and Management

2020

31

Dr. K. B. Vayadande

Automated Attendance System by Implementing Facial Recognition

International Journal of Advances in Engineering and Management

2020

32

Dr. K. B. Vayadande

Online Crime Reporting System using Django Python

International Journal of Advances in Engineering and Management

2020

33

Dr. K. B. Vayadande

Automatic Detection and Correction of Software Faults: A Review Paper

International Journal for Research in Applied Science & Engineering Technology

2020

34

Dr. K. B. Vayadande

Non Static Background Modeling and Subtraction using Modified Space and Time Local Binary Pattern Technique

International conference on Innovation in science and Technology

2019

35

Dr. K. B. Vayadande

Dynamic Background Modeling and subtraction using Normalized Histogram

International Journal of Advanced Science and Engineering

2019

36

Dr. K. B. Vayadande

Elimination of Salt and pepper noise using Contraharmonic mean filter”

International conference on Innovation in Computer Technology and Applications

2019

37

Mrs. S. P. Dongre

Kamdhenu: The Dairy Products App

International Journal of Research and Analytical Reviews

2021

38

Mrs. S. P. Dongre

Click-through rate prognostication using non linear machine learning model with concept learning

Journal of Advanced Research in Dynamical and Control Systems

2020

39

Mrs. S. P. Dongre

Covid-19 Prediction using X-Ray

International Journal for Research in Applied Science & Engineering Technology

2021

40

Mrs. S. P. Dongre

An Android based Real-Time Fitness Tracker and Diet Suggester

International Journal for Research in Applied Science & Engineering Technology

2021

41

Mrs. S. P. Dongre

A Comprehensive study of hyperledger sawtooth blockchain architecture to combat covid19

International Journal for research in applied science and engineering technology

2020

42

Mrs. S. P. Dongre

Augmented reality in e-commerce

International Journal for research in applied science and engineering technology

2020

43

Mrs. S. P. Dongre

Nutritional values of Fruit through Image Processing

International Journal for research in applied science and engineering technology

2021

44

Mrs. S. P. Dongre

Cluster-based and GPU-driven Parallel Computing Model to Accelerate Circuit Simulation

International Journal of Innovative Technology and Exploring Engineering

2021

45

Mrs. D. J. Joshi

Twitter sentiment analysis

International Organization of Scientific Research and Development

2019

46

Mrs. D. J. Joshi

Breast cancer prediction

International Organization of Scientific Research and Development

2019

47

Mrs. D. J. Joshi

Click Through Prediction using Machine Learning Algorithm.

Journal of Theoretical and Computational Nanoscience

2020

48

Mrs. A. R. Sawant

Performance Improvement of Distributed Key-Value Store using Van Emde Boas

International Journal of Scientific & Engineering Research

2021

49

Mrs. A. R. Sawant

Real Time Chat Web Application having E2E Encryption

International Journal for Research in Applied Science & Engineering Technology

2021

50

Mrs. A. R. Sawant

Project Sasha

International Journal for Research in Applied Science & Engineering Technology

2021

51

Mrs. A. R. Sawant

Farming Services management system

International Journal of Recent Advances in Multidisciplinary Topics

2021

52

Mr. D. J. Swain

An Efficient System for the Prediction of Coronary Artery Disease using Dense Neural Network with Hyper Parameter Tuning

International Journal of Innovative Technology and Exploring Engineering

2019

53

Mrs. D. R. Deshpande

Twitter sentiment analysis system

International Journal of Computer Applications

2019

54

Dr. K. B. Vayadande

Pattern matching using regular expression

International Journal of Computer Applications

2022

55

Mr. R. B. Diwate

Selection of Mobile IoT Technologies for Long Range (communication) based on TOPSIS Method with Ideal Optimization Solution

International Journal of Emerging Technologies and Innovative Research

2019

56

Mrs. P. A. Bailke

Traffic Sign Classification Using CNN

International Journal for Research in Applied Science & Engineering

2022

 

List of Book Chapters Published

Sr. No.

Name of Author

Book Title

Chapter Name

Publication Year

1

Dr P.P. Ghadekar

Web-based real-time gesture recoginition with voice

Springer Communications in Computer and Information Science book series (CCIS)

2021

2

Dr. P. S. Dhabe

Modified K-Nearest Neighbor Fuzzy Classifier Using Group Prototypes and Its Application to Skin Segmentation

EAI/Springer Innovations in Communication and Computing

2021

3

Dr. P. S. Dhabe

Improved UFHLSNN (IUFHLSNN) for Generalized Representation of Knowledge and Its CPU Parallel Implementation Using OpenMP

EAI/Springer Innovations in Communication and Computing

2021

4

Dr. P. S. Dhabe

Data Set Reduction to Improve Computing Efficiency and Energy Consumption in Healthcare Domain

Springers Digital Literacy and Socio-Cultural Acceptance of ICT in Developing Countries

2021

5

Mrs R. S. Jadhav, Dr. P S. Dhabe

A New Data Structure for Representation of Relational Databases for Application in the Normalization Process

Machine Learning and Information Processing

2021

6

Mrs. R. S. Jadhav

Transliteration of Residential Addresses Having Hindi, Urdu and English

First doctoral symposium on natural computing research

2021

7

Dr P. P. Ghadekar

Web-Based Real-Time Gesture Recognition with Voice

Communications in Computer and Information Science

2021

8

Dr P. P. Ghadekar

Digital Image Retrieval based on Selective Conceptual based features for important documents

Springer Book Series Springer Lecture Notes on Data Engineering and Communications Technologies

2021

9

Dr P. P. Ghadekar

Prediction and Classification of Biased and Fake news using NLP and Machine Learning Models

Springer Advances in Intelligent Systems and Computing Series Book Series

2021

10

Dr P. P. Ghadekar

Unsupervised Image Generation & Manipulation using Deep Convolutional Adversarial Networks

Springer Advances in Intelligent Systems and Computing Series Book Series

2020

11

Dr P. P. Ghadekar

Artistic Media Stylization & Identification using Convolution Neural Networks

Springer Advances in Intelligent Systems and Computing Series Book Series

2020

12

Dr P. P. Ghadekar

Realtime Handsfree Mouse Control for Disabled

Springer Advances in Intelligent Systems and Computing Series Book Series

2020

13

Dr P. P. Ghadekar

UDHR - Unified Decentralized Health Repository

Springer Communications in Computer and Information Science book series (CCIS)

2020

14

Mrs. R. S. Jadhav

Transliteration of Residential Addresses Having Hindi, Urdu and English

Springer Book Series Lecture Notes in Networks and Systems

2020

15

Mr. D. J. Swain

A Symmetrical Encryption Technique for Text Encryption Using Randomized Matrix Based Key Generation

Springer Book SeriesICDSM-2019

2020

16

Mrs. D. J. Joshi

Song Recommendation System Using Hybrid Approach

Springer Book Series Part of the Algorithms for Intelligent Systems book series (AIS)

2020

17

Mrs. D. J. Joshi, Mrs. R. S. Jadhav

Automatic Diagnosis of Attention Deficit/Hyperactivity Disorder

Springer Book Series Part of the Advances in Intelligent Systems and Computing book series

2020

18

Mr. D. J. Swain

Virtual Dermoscopy Using Deep Learning Approach

Springer Book Series Cognitive Computing in Human Cognition

2020

19

Mr. D. J. Swain

Humming-Based Song Recognition

Springer Book Series Machine Learning and Information Processing

2020

20

Mr. D. J. Swain

An Efficient Heart Disease Prediction System using Machine Learning

Springer Book Series Machine Learning and Information Processing

2020

21

Mr. D. J. Swain

Predicting the outcome of H-1B Visa application

Springer Book Series Machine Learning and Information Processing

2020

22

Mr. D. J. Swain

Enhancing Multi-Level Cache Performance using

Springer Book Series Machine Learning and Information Processing

2020

23

Mr. D. J. Swain

Dynamic R-F Characteristics

Springer Book Series Machine Learning and Information Processing

2020

24

Mr. D. J. Swain

A symmetrical encryption technique for text encryption using randomized matrix based key generation

Springer Book Series Advances in Data Science and Management

2020

25

Mr. D. J. Swain

Credit Score Prediction Using Machine Learning

Springer Book Series Machine Learning and Information Processing

2020

26

Mr. D. J. Swain

A Suicide Prediction System Based on Twitter Tweets Using Sentiment Analysis and Machine Learning

Springer Book Series Machine Learning and Information Processing

2020

27

Mrs. R.S. Jadhav

Effective UI Design to Explore Poetry Literature Using Multiple Scripts for Ordinary End Users

Springer Book Series Lecture Notes in Networks and Systems

2020

28

Mrs. S. P. Dongre

Covid-19 Detection using X-ray Image

CCIS Springer Book Series

2019

29

Mrs. D.J. Joshi

Reinforcement Learning: A Survey

Springer Book Series Advances in Intelligent Systems and Computing

2021

30

Mrs. D.J. Joshi

Performance Analysis of Different Models for Twitter Sentiment

Springer Book Series Advances in Intelligent Systems and Computing

2021

31

Mrs. D.J. Joshi

Conference Paper Acceptance Prediction: Using Machine Learning

Springer Book Series Advances in Intelligent Systems and Computing

2021

32

Mrs. D.J. Joshi

Automatic diagnosis of attention deficit/hyperactivity disorder

Springer Book Series Advances in Intelligent Systems and Computing

2020

 

List of Papers Presented in International Conferences

 
Sr. No. Name of Author Paper Title Conferences Year
1 Mrs. R.S. Jadhav Predicting optimal cricket team using data analysis International Conference on Emerging Smart Computing and Informatics, ESCI 2021 2021
2 Mrs. D.J. Joshi Behaviour analysis using word embedding machine learning on social media International Conference on Computing, Communication Control and Automation, ICCUBEA 2019 2019
3 Dr. P. P. Ghadekar Image-Based Product Recommendations Using Market Basket Analysis IEEE conference ICCUBEA 2019 2019
4 Dr. P. P. Ghadekar Acceleration of Browsing by combining Ethernet and WiFi Networks IEEE conference ICCUBEA 2019 2019
5 Dr. P. P. Ghadekar Handwritten Digit and Letter Recognition Using Hybrid DWT-DCT with KNN and SVM classifier International Conference (ICCUBEA-2018) 2019
6 Mrs. R. S. Jadhav Mental Disorder Detection Bipolar Disorder Scrutinization Using Machine Learning IEEE Conference| Confluence-2019, Amity University, Delhi 2019
7 Mr. D. J. Swain Lexical Text Simplification Using WordNet ICACDS 2019 2019
8 Mrs. A. R. Sawant Performance Improvement of Distributed Key-Value Store using Van Emde Boas Vishwacon 2020 2020
9 Mrs. D. J. Joshi Face Mask Detection Using Optimized CNN 2021 International Conference on Artificial Intelligence and Machine Vision 2021
10 Mrs. D. J. Joshi An Examination Application For Blind Students With Subjective Answer Evaluator 2021 International Conference on Artificial Intelligence and Machine Vision 2021
11 Mrs. D. J. Joshi Real Time Emotion Analysis (RTEA) 2021 International Conference on Artificial Intelligence and Machine Vision 2021
12 Mrs. D. J. Joshi Behaviour Analysis Using Word Embedding & Machine Learning on Social Media 2019 5th International Conference On Computing, Communication, Control And Automation (ICCUBEA) 2019
13 Dr. K. B. Vayadande Detection of Hate Speech Content on Social Media Posts Computatia 2021
14 Dr. K. B. Vayadande Counting in dicrete mathematics Multicon 2022
15 Mr. R. B. Diwate Dementia Prediction Using OASIS Data for Alzheimer’s Research International Conference on Artificial Intelligence and Machine Vision 2021
16 Mr. R. B. Diwate Lower Complex CNN Model for Fire Detection in Surveillance Videos International Conference on Emerging Smart Computing and Informatics 2021