IRJSE

National Conference on Machine Learning and Data Science (NCMLDS-2024)” April 16-17, 2024.

organized by

College of Computer Science and Information Technology (COCSIT) Ambajogai Road Latur

date, April 16-17, 2024.

Special Issue A14| April, 2024

REVIEW ARTICLES

A Review on Automatic Figure Vein Recognition System

Sambhaji V Deshmukh and Nitish S Zulpe

This research paper presents an extensive overview of research articles focusing on the application of DL (Deep Learning) methods for finger…

Special Issue A14:2024:1-5

https://doi.org/10.5281/zenodo.12699227

Abstract | Download Pdf

Literature Review on Image Forgery Detection Techniques

Sonali Gaikwad and Zainab Mizwan

Image forgery is the manipulation or alteration of an image. Image forensic is an emerging field since digital images are used in legal proceedings…

Special Issue A14:2024:7-13

https://doi.org/10.5281/zenodo.12699229

Abstract | Download Pdf

Review Paper on “Big Holy Framework - A Game Changer for Cybersecurity?”

Kishor SB and Nayak Sunil Kashibarao

This study delves into the potential of a novel framework called the "Big Holy" game for cybersecurity and threat detection...

Special Issue A14:2024:19-21

https://doi.org/10.5281/zenodo.12699231

Abstract | Download Pdf

ORIGINAL ARTICLES

Research on Challenges in chatbot development

Bhalchandra PU, Khamitkar SD, Lokhande SN, Mekewad SR and Kurundkar GD

Chatbots are becoming increasingly valuable tools in various domains, ranging from customer service to virtual assistants. As more companies integrate chatbots into their operations…

Special Issue A14:2024:23-28

https://doi.org/10.5281/zenodo.12699233

Abstract | Download Pdf

Integrated multimodal face, iris and fingerprint biometric fusion for advanced person identification using hybrid deep learning

Jadhav SB, Deshmukh NK, Lomte SM, Pawar SB, Hambarde KA

Biometric security faces challenges like privacy risks due to public biometric traits, vulnerability to data breaches, and errors in matching accuracy...

Special Issue A14:2024:29-38

https://doi.org/10.5281/zenodo.12699235

Abstract | Download Pdf

Machine / Deep Learning Technique for Faster Analyzing Molecular Data and Predicting Bioactivity Profiles for Drug Discovery Process

Pawar Sahebrao B, Deshmukh Nilesh Kailasrao, Patil Shivling Shankarrao, Lomte Sunil Madhavrao and Nayak Sunil Kashibarao

The field of drug discovery stands at the cusp of a revolutionary transformation motivated by the combination of deep learning (DL) and machine learning (ML) methodologies...

Special Issue A14:2024:39-48

https://doi.org/10.5281/zenodo.12699237

Abstract | Download Pdf

Supervised and Unsupervised Image Clustering for Brain Tumor (MRI) Image Segmentation

Humbe Vikas and Somanna Shrikant

Image segmentation is the classification of an image into different groups. Many researches have been done in the area of image segmentation using clustering...

Special Issue A14:2024:49-56

https://doi.org/10.5281/zenodo.12699241

Abstract | Download Pdf

Integration of machine learning in ayurveda: an Indian traditional health science

Jadhav Vikas S, Wakale Ashwini D and Mane SR

Machine learning is one of the fast-growing areas of computer science, with far-reaching applications...

Special Issue A14:2024:57-62

https://doi.org/10.5281/zenodo.12699243

Abstract | Download Pdf

Human Iris Identification and Recognition Using Soft Computing Techniques

Patil Sanjay Sheshrao and Satonkar Suhas S.

Iris recognition is a crucial method in the field of Biometric Identification. In the modern world, a reliable and trustworthy identification system is very necessary for several reasons

Special Issue A14:2024:63-70

https://doi.org/10.5281/zenodo.12699245

Abstract | Download Pdf

Exploring the Pedagogical Potential: Virtual and Augmented Reality integration in education

Tambolkar Suchita S

AR and VR are two technologies that are gaining popularity in the technology world. AR and VR are gradually replacing, or enhancing, the real-life environment with a virtual one...

Special Issue A14:2024:71-76

https://doi.org/10.5281/zenodo.12702210

Abstract | Download Pdf

Role of Fuzzy Model System for Predicting and categorizing Learners Performance.

Jaju Sangita A, Shinde Rohini and Jagtap Sudhir B

Education System is the backbone of country which builds the elements which contribute in development of nation...

Special Issue A14:2024:77-87

https://doi.org/10.5281/zenodo.12702212

Abstract | Download Pdf

Recognizing Sentiments In Regional Language Text From Social Media Using Machine Learning Approach: the way ahead through cross domain applications

Sudarshan Sirsat and Nitish Zulpe

India is a country of 120 languages and its enormous dialects with almost its 43% population living in the rural area, around 430 million people...

Special Issue A14:2024:89-96

https://doi.org/10.5281/zenodo.12702214

Abstract | Download Pdf

Enhancing E-Governance Efficiency in Gram Panchayats: An Evaluation of Database-Driven Frameworks

Kamble Rupesh Ramesh, Aslam Y Suriya and Kishor SB

Electronic governance is a powerful tool to run the government effectively and easily and also citizens can receive the services without any problem and becoming much transparent...

Special Issue A14:2024:97-100

https://doi.org/10.5281/zenodo.12702216

Abstract | Download Pdf

Synergistic Fusion of Facial, Iris, and Fingerprint Biometrics for Enhanced Person Identification via Hybrid Deep Learning

Jadhav Sharad B, Deshmukh NK, Nayak SK, Patil SS and Kurundkar GD

Biometric security confronts significant challenges, including privacy risks stemming from the exposure of public biometric traits, susceptibility to data breaches, and occasional inaccuracies in matching...

Special Issue A14:2024:101-109

https://doi.org/10.5281/zenodo.12702454

Abstract | Download Pdf

A Framework for Opinion-Mining of Tweets

Mehta Krutik, Singh Guruanjan, Kore Aniket and Iyer Sridhar

Sentiment analysis, commonly referred to as Opinion Mining, represents by far the most prominent field of research in the domain of natural language processing...

Special Issue A14:2024:111-120

https://doi.org/10.5281/zenodo.12702222

Abstract | Download Pdf

Vehicle Brand Live Detection Using YOLOv8 and Deep Learning Algorithms

Bhosle VV, Zulpe NS and Kharbad TS

Car brand detection is important task it is used to provide a solution for all applications using a new method. To detect the car brand and model of vehicles using opencv yolov8 and Tensor Flow methodology...

Special Issue A14:2024:121-129

https://doi.org/10.5281/zenodo.12702220

Abstract | Download Pdf

Meaningful color share generation for (n, n) VISUAL secrete sharing scheme using LSB Steganography

Somwanshi DR, Kharbad TS, Vikas Humbe and Mule DB

Visual cryptography, a method for securely sharing images, often faces challenges like noisy shares, large pixel expansion, and poor visual quality...

Special Issue A14:2024:131-140

https://doi.org/10.5281/zenodo.12702224

Abstract | Download Pdf

4. Epilepsy Prediction with Electroencephalogram Using Machine Learning and Deep Learning

Dhanushkumar R, Harisudhan S and Pugalenthi R

Epilepsy is a common neurological disorder characterized by recurrent seizures, affecting over 50 million people worldwide...

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

7. Current trends in computer networking and management in the era of AI, ML and DS

Jadhav Sunil, Bhalchandra PU, Narangale SM and Kurundkar GD

The field of computer networking and management is witnessing rapid evolution and innovation driven by emerging technologies and the growing demands of modern applications

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

9. Anomaly Detection in ECG Signals: A Comparative Study of Autoencoder, GAN and Hybrid GAN-AE Models

Adithya S and Prathibha Prakash

: The electrocardiogram (ECG) is a regular test that measures the activity of your heart. The ECG measures heart activity using electrical signals...

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

11. Post Mortem Iris Recognition with Deep Learning-Based Image Segmentation

Swami SV, Kurundkar GD and Patne MV

: This study introduces a novel iris recognition approach tailored for post-mortem samples. The method utilizes deep learning-based models for iris segmentation to capture intricate iris texture details in post-mortem images...

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

14. Machine Learning in Education System.

Patel Siddika Nawab

In today's data-driven world, the synergy between machine learning and data science has revolutionized numerous industries and applications...

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

15. Ear Recognition System using SURF and SIFT Feature Extraction

Dayanand B. Gore and Dr. Nitish S. Zulpe

Biometrics comprises the learning of automatic approaches for individual human beings based on physical or devel-opmental characters. The difficulty of finding good biometric features and recognition systems has been studied broadly in current ages...

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

17. Analysis and Detection of Multi-Lesion for Diabetic Retinopathy using CNN Based Approach

Santosh Chowhan, Venkata Ramana Raju. J, Malatesh Akkur and Mahendra Kondekar

: Diabetes is a worldwide problem which impacts people of all ages. Diabetic retinopathy (DR) is a main disorder of the eyes resulting from diabetes which can result...

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

18. A study of stochastic trend analysis of oil price fluctuations and related predictive analytics.

Venkata Ramana Raju. J

In financial analytics uncertainty is a very crucial factor and so is the contribution of energy sector whose supply and demand is quite random...

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

21. Role of AI in Developing Humanoid Robots

Munde Sushama B

: This paper explores the multifaceted role of AI in the development of humanoid robots, highlighting its impact on various aspects of robotic design and functionality...

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

23. Impact of AI on Graphics Design

Durga Sharma and Rohini Shinde

AI is now incorporated into many different sectors, and the design sector is no exception. AI is being used more and more in the creation of design-related goods and services...

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

24. Impending threats of Artificial Intelligence in edification

Sontakke BM, Patil VD and Mehtre NA , Shinde GP and Rajegave MG

In this paper we distinguish the use of Artificial Intelligence in school and college education and consider potential risks those are occurred during edification...

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

27. Classification of Lung Cancer using Fuzzy Neural Classifiers

Sonar DN

This paper describes three fuzzy neural classification algorithms in order to find out its efficiency to classify lung cancer that may arise from excessive smoking and other reasons..

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

29. Bridging the Justice Gap: Introduction of Artificial Intelligence in the Indian Judiciary

Karwa Amol Balaprasad and Deshmukh Shradha Manoj

: The Indian judiciary, one of the world's largest legal systems, faces an ever-mounting caseload, delays in justice delivery, and resource constraints that have led to a substantial justice gap...

Special Issue A14:2024:XX-XX

https://doi.org/10.5281/XXXXXX

Abstract | Download Pdf

Indexed/Abstracted/Enlisted

WorldCat, USA | CAS American Chemical Society | ROAD | AcademicKeys | Index Copernicus | Google Scholar | J Gate, India | Indian Science Abstracts | Ulrichs - Web Serial Solutions, USA | OAJI.net | Research Bible | SJIF | Directory of Science | Cite factor | DRIJ | DAIJ | DIIF | Genamics, etc.

DISCLAIMER: Though we try our best to get indexed/abstracted/enlisted in the above repositories, we cannot guarantee the inclusion of every published paper on these websites. Thank you for your understanding.

Online ISSN: 2322-0015

IRJSE