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Volume 53 (2023)

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Volume 53 (2023)

2^nd International Conference on Data Science and Intelligent Applications (ICDSIA-2023)

Gandhinagar, Gujarat, India, April 28-29, 2023
H. Shah, R. Patel, N. Patel, R. Buyya and I. Chatterjee (Eds.)

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Preface 00001

Hetalkumar Shah, Rajan Patel, Nimisha Patel, Rajkumar Buyya and Indranath Chatterjee

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235300001

Artificial Intelligence

Open Access

Brain Computer Interface for Emotion Recognition Based on EEG Signal 01001

Swati Shilaskar, Shripad Bhatlawande, Rohan Kulkarni and Tanmay Lonkar

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235301001

Open Access

Automatic Non-linear Feature Selection Framework for Epileptic Seizure Detection 01002

Jigyasa Nayak and Jasdeep Kaur Dhanoa

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235301002

Open Access

Sign Language Interpretation using Ensembled Deep Learning Models 01003

Samarth Khanna and Kabir Nagpal

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235301003

Open Access

Exploring the Potential of Artificial Intelligence and Computing Technologies in Art Museums 01004

Sunanda Rani, Dong Jining, Dhaneshwar Shah, Siyanda Xaba and Prabhat Ranjan Singh

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235301004

Open Access

The Potential Application of Artificial Intelligence in Healthcare and Hospitals 01005

Sunanda Rani, Dong Jining, Dhaneshwar Shah, Siyanda Xaba and Prabhat Ranjan Singh

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235301005

Open Access

Social Media Management Strategies and User Engagement Behavior of Japanese Beauty Brands 01006

Chang Wen Jung

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235301006

Open Access

An Object Detection Approach for Automated Detection of Groove Line in Tube Yoke 01007

Uday Kulkarni, Kiran Naregal, Vishal Farande, Soumya Guttigoli, Apoorva Angadi and Raunak Ujwane

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235301007

Open Access

Road Pothole Detection System 01008

A. Lincy, G. Dhanarajan, S. Sanjay Kumar and B. Gobinath

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235301008

Open Access

A Comprehensive Review on Medical Imaging Technologies to Detect Brain Stroke 01009

Subhas Halder, Gopa Halder Biswas, Hiranmoy Samanta and Saquib Shahid

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235301009

Machine Learning / Deep Learning

Open Access

Generating Human-Like Descriptions for the Given Image Using Deep Learning 02001

Tanvi S. Laddha, Darshak G. Thakore and Udesang K. Jaliya

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302001

Open Access

Multi-Genre Symbolic Music Generation using Deep Convolutional Generative Adversarial Network 02002

Chris Chauhan, Bhavesh Tanawala and Mosin Hasan

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302002

Open Access

Jump Classification with Age and Gender Detection 02003

Premanand Ghadekar, Riddhi Karandikar, Janhvai Pawar, Prithviraj Sangle, Parth Patil and Parul Patle

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302003

Open Access

Emoji Prediction Using Bi-Directional LSTM 02004

Vinayak Sudhakar Kone, Atrey Mahadev Anagal, Swaroop Anegundi, Priya Jadekar and Priyadarshini Patil

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302004

Open Access

Dental Caries Detection Using Faster R-CNN and YOLO V3 02005

Aayush Juyal, Himanshu Tiwari, Ujjwal Kumar Singh, Nitin Kumar and Sandeep Kumar

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302005

Open Access

Sentimental Analysis of Movie Reviews Using Machine Learning 02006

Harsh Sharma, Satyajit Pangaonkar, Reena Gunjan and Prakash Rokade

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302006

Open Access

A Hybrid CRNN Model for Multi-Class Violence Detection in Text and Video 02007

Premanand Ghadekar, Kunjal Agrawal, Adwait Bhosale, Tejas Gadi, Dhananjay Deore and Rehanuddin Qazi

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302007

Open Access

Classification and Detection of Brain Tumors by Aquila Optimizer Hybrid Deep Learning Based Latent Features with Extreme Learner 02008

Amishi Agrawal

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302008

Open Access

Vision-Based Quality Control Check of Tube Shaft using DNN Architecture 02009

Uday Kulkarni, Abhishek Patil, Rohit Devaranavadagi, Shreya B. Devagiri, Sneha K. Pamali and Raunak Ujawane

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302009

Open Access

Depth Estimation using DNN Architecture and Vision-Based Transformers 02010

Uday Kulkarni, Shreya B. Devagiri, Rohit B. Devaranavadagi, Sneha Pamali, Nishanth R. Negalli and V. Prabakaran

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302010

Open Access

EEG-based Emotion Recognition using Transfer Learning Based Feature Extraction and Convolutional Neural Network 02011

Vaibhav Jadhav, Namita Tiwari and Meenu Chawla

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302011

Open Access

Credit Card Fraud Detection using Decision Tree and Random Forest 02012

Dhwanir Shah and Lokesh Kumar Sharma

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302012

Open Access

Various License Plate Detection and Recognition Methods using Computer Vision and Machine Learning 02013

Spandan Joshi and Mehul Parikh

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302013

Open Access

Time Series Prediction of Wheat Crop based on FB Prophet Forecast Framework 02014

Mittal Desai and Amisha Shingala

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235302014

Ethics, Privacy and Trust, Computer Network, Big Data Systems

Open Access

Optimised Image Storage and Retrieval on Hadoop 03001

Praveen M. Dhulavvagol, Akhilesh Gadagkar, K.J. Ateeth, Gururaj Hegade, Ritik Poonia and S.G. Totad

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235303001

Open Access

Decentralized Malware Attacks Detection using Blockchain 03002

S. Sheela, S. Shalini, D. Harsha, V.T. Chandrashekar and Ayush Goyal

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235303002

Open Access

Interactive Web App for Fake News Detection 03003

Sparsh Agarwal, Malempati Varun and S. Prabakeran

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235303003

Open Access

A Privacy Preserving Generative Adversarial Network for Image Data 03004

Sathish Nallamolu and Srinivas Padmanabhuni

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235303004

Open Access

Advanced Route Optimization using Hybridized Salesforce Geopointe Package 03005

Jai Keerthy Chowlur Revanna, Emine Arikan, NandKumar Niture and Nushwan Yousif B. Al-Nakash

Published online: 01 June 2023

DOI: https://doi.org/10.1051/itmconf/20235303005