M.K.Jayanthi Kannan

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• BE., ME., MS., (BITS, Pilani), M.B.A., (Finance ​and Operations Research), M.Phil.,(CSE) ​PGDPMIR., ​PhD., ​(CSE)
• Professor in School of Computing Science Engineering and AI (SCAI),Deputy Director Library at Vellore Institute of Technology University

The Research project, we conceptualize and develop a centralized freelancing platform aimed at bridging the gap between individuals seeking freelance work opportunities and NGOs or organizations in need of their services. The platform serves as a digital ecosystem where users can explore tailored opportunities, enhance their skills, and receive rec...

In this research, we introduce a Generative AI-driven storytelling system that uses user prompts to produce a story with logic and without any grammar mistakes. The system uses DistilGPT2, GPT2 transformer-based models, and selects the best output using the BERTScore and coherence score. The selected story is further refined using a grammar correct...

For a rapidly changing and uncertain economic world such as that of financial markets, predicting stock price movements has remained a tough nut to crack. This research proposes an integrated AI-powered model utilizing Long Short-Term Memory (LSTM) networks, sentiment analysis and explainable artificial intelligence (XAI) as a strategy to predict a...

For a rapidly changing and uncertain economic world such as that of financial markets, predicting stock price movements has remained a tough nut to crack. This research proposes an integrated AI-powered model utilizing Long Short-Term Memory (LSTM) networks, sentiment analysis and explainable artificial intelligence (XAI) as a strategy to predict a...

The WEBPEDIA (Synthesis of Topic-Oriented Role-based Multi-document Summarization) system is designed to produce structured summaries from multiple documents by organizing content according to topic and the roles of various stakeholders (e.g., government, media, public) involved in an event. The implementation begins with a Document Collection modu...

Music recommendation systems play a crucial role in addressing the challenges of information overload and personalization in the digital music landscape. This paper presents the implementation and contribution of a novel music recommendation system that aims to enhance the user experience and overcome the limitations of existing approaches. The AI-...

India is referred to as the global hub of medical tourism hotspots due to its well-established healthcare infrastructure, high-quality medical services, and affordable treatments. Travel medicine or emporiatrics is a specialized branch of medicine that deals with international traveler preventive healthcare solutions and treatment methods. The use...

LogiX is a next-generation authentication and security framework designed to withstand emerging cybersecurity threats, including those posed by quantum computing. The system integrates Post-Quantum Cryptographic Algorithms such as Kyber for Key Exchange, Dilithium for Digital Signatures, and NTRU For Encryption To Ensure Robust Data Protection. Add...

Big data analytics has changed the way one perceives consumer behavior and marketing strategy. It provides statistical analysis along with clustering techniques of precise insights. It supports proper market segmentation and targeting as stated by Rakshit Negi. Also, data mining optimizes the working of the retailer along with the algorithms of mac...

The Research project, we conceptualize and develop a centralized freelancing platform aimed at bridging the gap between individuals seeking freelance work opportunities and NGOs or organizations in need of their services. The platform serves as a digital ecosystem where users can explore tailored opportunities, enhance their skills, and receive rec...

The rapid evolution of financial markets, combined with the increasing reliance on technology-driven solutions, highlights the necessity of intelligent systems to assist traders in making informed decisions. The "Stocker" platform is designed as an innovative stock market prediction and trading solution that leverages advanced machine learning algo...

DaanSetu is an innovative platform designed to overcome the fragmentation in the charitable sector by offering a centralized space for NGOs and donors to connect seamlessly. Many NGOs struggle with visibility and communication when it comes to their material and finances, and donors are often uncertain about where their contributions would have the...

Published 9th pattern and Granted, Indian Design Patent titled “Cloud Based Device for Detection of Oral Cancer” Patent Acceptance Ref Design Application No.: 440329-001, in Computer Science Discipline, Published and Granted on 6th March 2025, The Patent Office Journal No. 09/2025 Dated 28/02/2025 Dated of filling: 12-12-2024, Publication of the Pa...

The novelty resides in the Shape and Configuration of the “AGRICULTURE DRONE FOR SPRAYING FERTILIZER” as illustrated. No claim is made by this registration in respect of any mechanical or other action of any mechanism whatever or in respect of any mode or principle of construction of the Article. No claim is made by virtue of this registration to a...

: The landscape of education is evolving rapidly, driven by technological advancements that are reshaping how we teach and learn. The Future of Innovation and Technology in Education: Trends and Opportunities explores emerging trends such as artificial intelligence, virtual reality, and adaptive learning, highlighting their impact on student engage...

This paper introduces an innovative Attendance Updating System that utilizes WiFi hotspots to streamline the attendance management process in educational institutions. The system enables real-time verification of students' and teachers' presence on the same network, leveraging smartphones and WiFi technology. Unlike traditional methods that are tim...

Python for Data Analytics: Practical Techniques and Applications, ISBN: 978-93-6226-727-6, ASIN ‏ : ‎ B0DMJY4X9N, Textbook titled Published. https://amzn.in/d/95uSKea, JSR Publications, 23 October 2024, Perfect Paperback, ‎164 pages, Perfect Paperback. https://amzn.in/d/95uSKea, Authors : Dr. Surendra Kumar Shukla, Dr. Upendra Dwivedi, Dr. M K...

Big data analytics has changed the way one understands consumer behavior and marketing strategies in any industry. According to Rakshit Negi, the article focuses on the role of big data in market segmentation and targeting, where it has proved to be an excellent tool for precise consumer insights through statistical analysis and clustering techniqu...

The growing interest in applications that generate playlists automatically per a user's mood highlights the need for new music technologies. This paper describes a web-based system that simultaneously uses machine learning techniques to recognize mood from text and facial features and generate an intelligent playlist. The application was developed...

Price is a critical determinant in financial activities, and sudden fluctuations in price often signal market instability. Machine learning offers robust techniques to forecast product prices and address these instabilities effectively. This study examines the application of machine learning models to predict onion prices in India, utilizing data c...

This project explores the application of machine learning techniques for the task of audio style transfer. The goal is to develop a model capable of converting an audio track from one genre to another, maintaining its underlying structure while adapting it to the musical characteristics of the target genre. By training on a diverse dataset of songs...

The Research project, we conceptualize and develop a centralized freelancing platform aimed at bridging the gap between individuals seeking freelance work opportunities and NGOs or organizations in need of their services. The platform serves as a digital ecosystem where users can explore tailored opportunities, enhance their skills, and receive rec...

This project explores the application of machine learning techniques for the task of audio style transfer. The goal is to develop a model capable of converting an audio track from one genre to another, maintaining its underlying structure while adapting it to the musical characteristics of the target genre. By training on a diverse dataset of songs...

The need for efficient communication and resource-sharing mechanisms in academic institutions has gained immense importance as universities aim to modernize their internal operations. EchoVIT is an innovative platform specifically designed to enhance the communication process between students and administration while addressing critical challenges...

This paper proposes a revolutionary approach to dental healthcare, eliminating the need for traditional preliminary screenings and instead utilizing an AI-based solution. By using Natural Language Processing (NLP), patients can describe their symptoms in everyday language and receive immediate advice and insights. Additionally, Convolutional Neural...

The rise of social media platforms and online reviews has made sentiment analysis a crucial tool for understanding public opinions. This paper introduces a Python-based implementation for sentiment analysis using various machine learning models, including K-Nearest Neighbours (KNN), Decision Tree, Logistic Regression, and Naïve Bayes. The system ut...

The rise of social media platforms and online reviews has made sentiment analysis a crucial tool for understanding public opinions. This paper introduces a Python-based implementation for sentiment analysis using various machine learning models, including K-Nearest Neighbours (KNN), Decision Tree, Logistic Regression, and Naïve Bayes. The system ut...

Agriculture is a critical pillar of global food security but faces persistent threats from plant diseases that cause significant crop losses and economic instability. Traditional methods of diagnosing and managing plant diseases are often slow, inaccurate, and reliant on expert intervention, posing challenges for smallholder farmers. This paper int...

We will explore the application of large language models for crafting comprehensive and well-structured long-form articles from scratch, aiming to achieve a breadth and depth comparable to Wikipedia entries. This relatively unexplored task presents unique challenges, particularly in the pre-writing phase, such as how to effectively research the top...

Developing a personal assistant is basically the overall motive of the research, especially for Windows-based operating systems. The inspiration for developing such an idea arises based on the real-life virtual assistants like her Cortana and Siri for their respective Windows and iOS platforms that execute several tasks with mere utterances from a...

Crop diseases pose a significant challenge to global agricultural productivity and food security. Early detection and classification of diseases are vital for effective management and mitigation. This study focuses on a deep learning-based model for crop disease classification, implemented using Convolutional Neural Networks (CNN). Leveraging image...

SiteWatch is a cutting-edge solution for real-time monitoring and management of website and web application uptime. It is designed to ensure seamless digital operations by continuously tracking availability and performance. When predefined uptime thresholds are exceeded, the system promptly notifies administrators and stakeholders, enabling swift a...

A game-changing technology, machine translation (MT) makes it easy to communicate across linguistic barriers, which is essential for international trade, education, and cross-cultural interactions. This paper describes the creation of a multilingual translation pipeline that makes use of the mBART and NLLB models and Hugging Face's `transformers` l...

Dr MK Jayanthi Kannan (Oct 2024), Reviewer of I4C 2024, IEEE 5th International Conference on Circuits, Control, Communication and Computing (I4C), IEEE International Conference on conference held on 4 – 5 October 2024, organized by Ramaiah Institute of Technology, Bangalore, affiliated to Visvesvaraya Technological University, Karnataka (VTU) in as...

IEEE International Conference on Software, Systems, and Information Technology (SSITCON-2024), conducted on October 25th and 26th, 2024, organized by Siddhartha Institute of Higher Education, Department of Computer Science and Engineering, Sri Siddhartha Institute of Technology, Maralur, Tumkur 572 105, Karnataka, in collaboration with the IEEE...

IACIS 2024 International Conference on Intelligent Algorithms for Computational Intelligence Systems . Reviewer of International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS), IACIS-2024 conference held on 23rd & 24th August, 2024, organized by Navkis College of Engineering, Hassan, by Yagachi Education and Res...

Learn and Visualize DSA by Implementing System Software's -Device Drivers, Applications Programs based Mini Projects, Use Case Logics, Real-Time Applications of AI, ML, DL Projects Integrated with UI Front end Tools and Backend Databases The Presentation is teaching the Adv. Data Structures and Algorithms using C++ / Python Programming and Mini Pro...

mplementing AI on a device like an iPod involves multiple aspects, from basic functionality to advanced AI-driven features. Below is a general outline of how AI could be integrated into an iPod-like device, along with key implementation logic for various features. Key Features and AI Integration Logic 1. Voice Recognition and Control Purpose: Allo...

This project report provides a comprehensive analysis of the recent code development project. It outlines the project objectives, methodology, key findings, challenges, and recommendations to solve the cryptarithm equation "APPLE + LEMON = BANANA" using a backtracking algorithm MADE

Drivers are prone to accidents due to distractions and diminished activity. The driver monitoring system (DMS) collects observable data on the driver and assesses how well they can handle dynamic driving responsibilities. This review suggests a computer vision, and machine learning-based in-cabin DMS with driver activity, sleep detection, gaze esti...

Reviewer Second IEEE International Conference on Advances in Information Technology (ICAIT-2024) July 24th - 27th, 2024 organized by at Adichunchanagiri Institute of Technology, Chikkamagaluru, Karnataka, India, during 24th- 27th July 2024 in association with IEEE Bangalore Section. Conference URL: https://icait.in IEEE Bangalore Section.

The increasing popularity of eco-tourism, coupled with the pressing need for sustainable transport solutions within national parks, underscores the necessity of innovative approaches to enhance tourist experiences while safeguarding the environment. Van Vihar National Park, located in Bhopal, Madhya Pradesh, stands out as a prime candidate for impl...

Nowadays network security is becoming more and more challenging due to increasing number of network attacks. The major attack which carried out on the network seems to be DoS attack, DDoS attack, Botnet Attack and Bruteforce Attack. The proposed research work will classify the incoming packets in the cloud environment (through network) as attack or...

Wild Wonders Adopt-Where Conservation Meets Community is an innovative platform dedicated to wildlife conservation through a unique animal adoption system. It offers two adoption methods: community-based and organization-based. Community-based adoption allows individuals to collectively contribute funds to adopt an animal, while organization-based...

The Presentation is teaching the Adv. Data Structures and Algorithms using C++ / Python Programming and Mini Projects using CALTech - Collaborative and Active Learning through Technology Methodology of VIT Bhopal University. The Virtual reality and Augmentation Technique are used to visualize concepts of Sorting and Searching by Dr MK Jayanthi Kann...

The Presentation is teaching the Adv. Data Structures and Algorithms using C++ / Python Programming and Mini Projects using CALTech - Collaborative and Active Learning through Technology Methodology of VIT Bhopal University. The Virtual reality and Augmentation Technique are used to visualize concepts of Sorting and Searching Presented by Dr MK Jay...

Abstract: Multi-cloud security is a comprehensive cloud security solution that protects applications and data through various platforms. Multi-cloud security contains public and private clouds like Amazon Web Service (AWS), Google Cloud Platform, Azure, and the infrastructure of Oracle Cloud. However, it is difficult to protect data in the envir...

The authentication and session handling plays a vital role on the security of any device or data present on that. The top web applications including the communication mail, social information sharing platforms, financial transactions are controlling the spoofing attacks and try to kept it in minimal by using the MFA based OTP mechanism. This well k...

The 2nd International Conference on Data Science and Information System (ICDSIS -2024) during May 17-18, 2024 in association with IEEE Bangalore Section organized by Malnad College of Engineering, Hassan, https://icdsis.in/

Objectives: The proposed research work detects road cracks in a given set of images. In addition, it identifies the longitudinal type of crack in given crack image. Methods: The study mainly focuses on implementing a road crack detection technique using Convolutional Neural Networks. Findings and vision transformers: The proposed model is able to d...

A software program called the Memory Partition Allocation Visualizer was created to help system administrators and developers effectively manage memory partition allocation in computer systems. Allocating memory partitions is an essential part of managing system resources, particularly in embedded systems and real-time operating environments where...

Detecting cervical spine fractures, especially in elderly individuals with underlying degenerative conditions, poses challenges. To address this, a study introduces a pioneering method employing deep neural networks (DNNs), specifically the U-Net architecture, to automate fracture detection in computed tomography (CT) scans. The approach focuses on...

The proliferation of deepfake videos in recent years has raised significant concerns regarding the manipulation of digital media and its potential consequences on society. Detecting such videos has become a critical area of research to combat misinformation and preserve the integrity of visual content. This paper presents a comprehensive approach t...

This paper introduces an innovative approach to make machine learning (ML) accessible to everyone through a simple web application. As data continues to grow, so does the demand for ML models, but the complexity involved often acts as a barrier. Our solution aims to break down these barriers by enabling users, regardless of their expertise, to easi...

The advancement of technology has led to computing being integrated into mobile devices like smartphones and palm tops. However, the traditional QWERTY keyboard remains unchanged as the primary input device. This paper proposes a virtual keyboard application that utilizes image processing to create a visual representation of a keyboard. The virtual...

B. R M, and M. K. Jayanthi Kannan, "Network Intrusion Classifier with Optimized Clustering Algorithm for the Efficient Classification," 2024 5th International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), Tirunelveli, India, 2024, pp. 439-446, doi: 10.1109/ICICV62344.2024.00075. Abstract: Nowadays networ...

The RAJMA-Resume Analyzer with Job Match Assessment is an AI-powered web application designed to streamline the hiring process for job seekers and recruiters. By analyzing uploaded resumes and comparing them with job descriptions, the tool generates a match score and offers real-time feedback to improve resume quality and job alignment. Key feature...

Music style transfer, a concept originating in image processing, has gained traction in the audio domain as an emerging area of research. This study explores the application of advanced machine learning models to genre transformation tasks, focusing on preserving the underlying structure of musical compositions while adapting stylistic elements lik...

The tiffin service industry plays a vital role in catering to the culinary needs of college day scholars, offering convenience and sustenance amidst their busy schedules. However, accessing these services efficiently has been a challenge for many students. This research paper delves into the development and implementation of FeastHub, an innovative...

VITpat stands as an indispensable tool for students embarking on their placement journey, offering comprehensive support and guidance every step of the way. Through its dynamic web application, VITpat aims to elevate the learning experience, fostering a user-centric platform tailored to individual needs. Upon accessing the website, users are greete...

This paper presents a real-time multi-channel audio processing system leveraging the ROS 2 Foxy framework on the NVIDIA AGX Orin platform. The system integrates real-time audio recording, spectrogram visualization, and Time Difference of Arrival (TDOA) estimation using the GCC-PHAT algorithm for sound localization. It supports the Zoom F6 Multi-Tra...

Python GUI Development using Tkinter Certificate

The Bihar Tourism Website aims to automate the manual system using computerized equipment and software. It stores valuable data securely for easy access and manipulation. The project, titled "Bihar सै र-Yatra to Blissful Bihar," invites travellers to explore Bihar's rich culture, history, and spirituality. From the sacred Ganges to ancient ruins an...

Malaviya Mission Teacher Training Programme (MM-TTP), Sensitization program about NEP- 2020 of University Grand Commission (UTG) FDP for two weeks, Organised by Director In Charge, UGC - HRDC, S.V.University,Tirupati at Sri Venkateswara University, Tirupati- 517 502, Andra Pradesh

Dr MK Jayanthi Kannan (Feb 2024), Second IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS - 2024) during 23rd & 24th February 2024 in association with IEEE Bangalore Section and IEEE North Karnataka Subsection organised by H.K.E. Society's S.L.N. College of Engineering, Raichur, Karnataka.

C++ Projects using Object Oriented Software Reuse Software Reuse and Introduction to Object Oriented Approach Introduction to object oriented approach: 1.1 Why object oriented programming? 1.2 Characteristics of object oriented language: classes and objects encapsulation data abstraction Inheritance polymorphism 1.3 Merits and Demerits of obj...

Project based Object Oriented Software Engineering and Software Reuse focuses on outcome based Student centric Projects. The Project case studies, mini Projects and UML Designs, OO Analysis and System Design. The real time Project analysis and Design of n of Projects are explained in multidisciplinary projects. Chapter 4: Introduction to UML and...

Project based Object Oriented Software Engineering and Software Reuse focuses on outcome based Student centric Projects. The Project case studies, mini Projects and UML Designs, OO Analysis and System Design. The real time Project analysis and Design of n of Projects are explained in multidisciplinary projects. Chapter 3 Developing Requirements A...

Project based Object Oriented Software Engineering and Software Reuse Project based Object Oriented Software Engineering and Software Reuse focuses on outcome based Student centric Projects. The Project case studies, mini Projects and UML Designs, OO Analysis and System Design. The real time Project analysis and Design of n of Projects are explai...

Introduction to Pygame and Game Development using Python Pygame Pygame in Python and its applications: Pygame: • It's a free and open-source library for creating multimedia applications like games, simulations, and interactive graphics in Python. • It provides a user-friendly wrapper around the Simple DirectMedia Layer (SDL) library, giving Pytho...

Chapter 6 Python Multithreading, Networks, Client/Server CGI programming Chapter Summary: Multithreading, Networks, Client/Server CGI programming tkinter module, creating simple GUI, buttons, labels, entry fields, dialogs, widget attributes - sizes, fonts, colors layouts, nested frames, Multithreading, Networks, and Client/Server Programming...

Chapter 5 Python GUI_ Graphical User Interfaces, Event-driven Programming Paradigm

Chapter 4 Python Programming File Handling IO Exceptions, Working with Directories and Metadata File Handling, Writing Data to a File, Reading Data From a File Additional File Methods: Using Pipes as Data Streams, Handling IO Exceptions, Working with Directories, Metadata, File Organization, Database Programming - Generic Database Connecti...

Chapter 4 Python Database Programming - Generic Database Connectivity using ODBC, Postgres connection in Python and MySQL connection in Python File Handling, Writing Data to a File, Reading Data From a File Additional File Methods: Using Pipes as Data Streams, Handling IO Exceptions, Working with Directories, Metadata, File Organization,...

Project based Object Oriented Software Engineering and Software Reuse Project based Object Oriented Software Engineering and Software Reuse focuses on outcome based Student centric Projects. The Project case studies, mini Projects and UML Designs, OO Analysis and System Design. The real time Project analysis and Design of n of Projects are explai...

Reviewer of IEEE International Conference on Integrated Intelligent and Communication Systems ICIICS '2023, on 24th & 25th November 2023, Organised by SHARNBASVA UNIVERSITY, Kalaburagi, Karnataka in collaboration with IEEE Bangalore Section.

Project based Advanced Python Programming using CALTech - Collaborative and Active Learning through Technology at VIT Bhopal University is taught using project based Python Programming in experiential Learning environment. The Learning Content is developed to engage the students in a meaningful, diverse and inclusive course materials. The Collabora...