CML2025

We are pleased to invite you to attend the CML 2025 in Hybrid Mode (Online through Google Meet and Offline (1st Day Only) at Department of Computer Applications, Sikkim Manipal Institute of Technology, Sikkim Manipal University, India . This page includes all of the information on the CML 2025 program schedule. Click each date below for the CML 2025 daily program schedule.

As a Technical Session Presenter, please find detailed instructions below to assist you with logging in and navigating for your technical paper session. These instructions must be read prior to logging in to your session/keynotes.

All the Keynotes and Technical Paper Presentations will be in hybrid mode (Online through Google Meet) and Offline at Department of Computer Applications, Sikkim Manipal Institute of Technology, Sikkim Manipal University, India .
Click Join button on the respective date tab to attend/present the respective Keynotes (K)/Technical Sessions (TS).
Join the Keynotes (K)/Technical Sessions (TS) at least 05 minutes before the scheduled time. All the times are in Indian Standard Time (IST).
All the participants and presenters are requested to keep their mic and video off until and unless it is asked to unmute.
The presenters are requested to be ready with their presentation slides and check their mic and video settings in advance.
The authors (presenters) will be called one by one in their respective Technical Sessions (TS) by Session Chairs.
The presenter has to prepare presentation slides in any format.
Paper presentation time for each paper is 10 Min and 2 minutes for Q & A.

	Registration of Offline Participants	09:00 – 10:00 (Indian Standard Time)
	Inauguration (Hybrid Mode)	10:00 – 10:45 (Indian Standard Time)	Join
	High Tea (For Offline Participants)	10:45 – 11:15 (Indian Standard Time)
	Keynote Talk Sessions - 1 (Online Mode via Google Meet) Session Chair 1: Dr. Parimala Tamang. Assistant Professor, Sikkim Manipal Institute of Technology	11:15 – 12:45 (Indian Standard Time)	Join
	Speaker:Mr. Aravind Nuthalapati, Cloud Technology Leader - Data and AI, Microsoft
	Speaker:Mr. Sunil Kumar Mudusu, Church Mutual Insurance Company, S.I, WI.
	Speaker:Dr. Bhargavi Konda, Senior Systems Analyst, HRIS, Atrius Health
	Keynote Talk Session - 2(Online Mode via Google Meet) Session Chair 1:	11:15 – 12:15 (Indian Standard Time)	Join
	Keynote Speaker: Mr. Faiz Gouri, Microsoft
	Lunch (For Offline Participants)	12:45 - 14:00 (Indian Standard Time)
	TS 01: Artificial Intelligence and Machine Learning (Offline Mode) Session Chair 1: Dr. O P Singh, Associate Professor and Head, Sikkim Manipal Institute of Technology Session Chair 2: Dr. Ratika Pradhan, Professor, Sikkim University	14:00 - 15:30 (Indian Standard Time)
270	Context-Aware AI: Revolutionizing Data Engineering for Smarter Decisions Sunil Mandaliya, Priti Kulkarni
422	Part-of-Speech Tagging for Assamese on LDCIL Tagged Dataset using Deep-learning Rituraj Phukan, Nomi Baruah, Shikhar Kr Sarma, Darpanjit Konwar
424	Combining Bidirectional and Sequential Neural Networks for Assamese Toxic Comment Detection Mandira Neog, Nomi Baruah
510	Hybrid Approaches for Assamese Part-of-Speech Tagging using BIS Tag Set Nomi Baruah, Pritom Jyoti Goutom
555	Multi-Task Model for Blood Pressure Assessment from Short PPG Measurements Durga Padmavilochanan, Rahul Krishnan Pathinarupothi, K.A. Unnikrishna Menon, Maneesha V. Ramesh, P. Venkat Rangan
891	Optimizing Customer Profiling in the Automobile Parts Sector: Integrating RFM Analysis with Advanced Clustering Techniques Sangeetha Rajesh
	TS 02: Computer Network and Security (Online Mode via Google Meet) Session Chair 1: Dr. Dipendra Gurung, Assistant Professor II, Sikkim Manipal Institute of Technology	14:00 - 15:30 (Indian Standard Time)	Join
158	FLANdroid- A Privacy-Preserving framework to detect Malware for Android system using Semi-Supervised algorithm based on Federated Learning Pooja, Arvind Mahindru, Pardeep Arora
162	Deepfake Audio Detection using Ensemble Learning Kauser Ahmed P, Shaan Chandra, Anishwar Chakraborty, Uddipan Sarkar, Tiasa Jana, Sana Vaidya
204	Consent Management in Data Spaces: Enforcing Data Sovereignty and Usage Control Krishnam Narsepalle, Sreepalreddy Bolla
256	Smart City: Smart Traffic and Safety Revolution: Optimizing VANETs with Geographic Routing and Real-Time Solutions Yaswanth Kancharla, Rishi Manikanta Adapala, Baba Ameer Shaik, Thangam S, J Jesy Janet Kumari
266	Proactive Cybersecurity Risk Assessment and Implementation in ICS Protocols for Operational Technology Marimuthu B, Nishanth Kumar, Shinu Abhi
297	Enhancing Digital Integrity: Clickbait Detection using Machine Learning Sharon Susan Jacob
	TS 03: Emerging Technique (Online Mode via Google Meet) Session Chair 1: Dr. Samarendra Nath Sur, Assistant Professor - Selection Grade, Sikkim Manipal Institute of Technology Session Chair 2: Dr. S. Visalakshi, Assistant Professor II, Sikkim Manipal Institute of Technology	14:00 - 15:30 (Indian Standard Time)	Join
123	Video-Based System for Detecting Falls in Elderly Individuals Thomas Taritong, Kimberly Morin, Arishnil Bali, Mansour H Assaf, Rahul Kumar, Bibhya Sharma
167	Hybrid Model Analysis for Speed and Structural Anomalies in Rotational Machinery Kulavardhan Majji, B T Archana,Gonthina Kasi, Surisetti Kusuma
197	Speech to Speech Translation for Unwritten Language Sudheeksha, Dishika K Kanchan, Aksha S Kunder, Shreya C, Raghavendra Sooda
237	Designing Athletic Training Programs using Monte Carlo Simulations: A Multi-Objective Optimization Approach Surya Prakash
301	Hybrid Integration of Machine Learning and Deep Learning Approaches for Accurate Anomaly Detection with the BETH Data G.Naga Rama Devi, Dasari Chaithanya, Udayalaxmi Aditya Teki, D. Chandra Mouli , A. Lakshmanarao , Nagagopiraju Vullam
320	Enhancing Dialogue Systems with Attention Mechanisms: Conversational AI using Seq2Seq Shreya Vijaykumar Upadhye, Tejaswini Somashekhar Mullalli, Neha R, Karuna A K, Shashank Hegde, And Praveen M Dhulavvagol
	TS 04: Image Processing and Computer Vision (Online Mode via Google Meet) Session Chair 1: Kapila Sharma, Assistant Professor I, Sikkim Manipal Institute of Technology Session Chair 2: Dr. Sachidananda Sen, Asst. Professor, SR University	14:00 - 15:30 (Indian Standard Time)	Join
27	Comparative Analysis of Deep Learning Techniques for Isolating Interictal Activity from EEG Artifacts Arshpreet Kaur, Kumar Shashvat
139	Optimization Accuracy of Deep Fake Face Detection using DenseNet Structure Preeti Oderiya, Damodar Tiwari, Shital Gupta
238	Deep Learning for Sleep: An LSTM Based Approach to Sleep Stage Prediction Geethalekshmy V, Anandu P
300	Improving TCR-pMHC Binding Prediction with Deep Learning and Feature Analysis Dedeepya Sai Gondi, Narendra Lakshmana Gowda
307	Deep Learning-Based Tumor Detection in Head and Neck Cancer using PET Scans Divya Manjari Panuku, Dora Pavan Kumar, G. Jyotsna
	TS 05: Artificial Intelligence and Machine Learning (Online Mode via Google Meet) Session Chair 1: Dr. Ranjit Panigtahi, Assistant Professor (SG), Sikkim Manipal Institute of Technology Session Chair 2: Dr. Manohar M, Associate Professor, CHRIST(Deemed to be University), Bangalore	14:00 - 15:30 (Indian Standard Time)	Join
85	Advancement in Meta Reinforcement Learning: Design Methodology with A2C and A3C T.Balasharmitha, N.Janakiraman, R.Sornalatha
201	Ethical Considerations in AI-Driven Smart Healthcare Aaryan Gupta, Arnav Nahar, Usha Jain, Ranojit Palit, Manmeet Kaur Anand, Naman Sharma
205	Optimizing Research Topic and Researcher Clustering through Big Data and Graph Theory Sreepal Reddy Bolla , Krishnam Narsepalle
253	Towards Personalized Cardiac Care: A Deep Learning Decision Model for Inotropic Infusion Vidya S Nair, G D Heshan Niranga, Thushara Madathil, Rahul Krishnan Pathinarupothi
277	Investigating the Prevalence of Depression in Academia Amid Covid-19 using Multi-modal Signals and Bi-LSTM Architecture Durgesh Nandini, Jyoti Yadav, Vijander Singh
281	Revolutionizing Agriculture: The Rise of AI-Driven Grow Chatbots S. Subbulakshmi , M. Aishwarya, Saipriya Sriram
	TS 06: Computer Network and Security (Online Mode via Google Meet) Session Chair 1: Dr. Sunil Pathak, Professor, Amity University Rajasthan Session Chair 2: Dr. Bhupesh Kumar Singh, Dy. Director, Amity School of Engineering and Technology, Amity University Rajasthan	16:00 - 17:30 (Indian Standard Time)	Join
375	AI Enabled Threat Detection and Prevention in Cyber Physical System for Real-Time Anomaly Monitoring Shakeel Ahamad, Mala Saraswat, Jagendra Singh, Monika Dandotiya, Pongkit Ekvitayavetchanukul, Manoj Rana, Bakshish Singh
427	Automatic Modulation Detection using ML Vaishanavi Tonage, Komal Suryawanshi, Aboli Patil
443	Multi-Noise Classification using Frequency Domain Features and Ensemble methods Aakanksha Jain , Harshal Arolkar
523	Evaluating Transformer-Based Models for Hate Speech Detection: A Comparative Study Hardi Joshi, Pankti Sheta, Miral Patel
523	Evaluating Transformer-Based Models for Hate Speech Detection: A Comparative Study Hardi Joshi, Pankti Sheta, Miral Patel
559	Hate Speech Detection using Transformers: A Deep Learning Perspective Alphonse Rose Philip, Anna A Mathew, Asha K
	TS 07: Emerging Technique (Online Mode via Google Meet) Session Chair 1: Parimala Tamang, Assistant Professor, Sikkim Manipal Institute of Technology Session Chair 2: Dr. KVK Singh Assistant Prof SG Sikkim Manipal Institute Of technology	16:00 - 17:30 (Indian Standard Time)	Join
335	Autonomous Evolution: The Rise of Smart Cars N.Sabiyath Fatima, A. Lubna Fathima, Shakthi Ramesh
354	Implementation of Local Triangular Coded Pattern using MPI Parallel Framework Shrutha V Bhat, Rakshith H Kalmadi, Ashwath Rao B, N Gopalakrishna Kini
384	Farming 4.0: Machine Learning-Powered Crop Recommendations for Implementing Optimal Farming Technique Raj Mehta, Mann Patel, Smita Agrawal, Parita Oza
405	Metaheuristics Applied to Recurrent Neural Network Optimization in Photovoltaic Production Forecasting Milos Antonijevic, Luka Jovanovic, Miodrag Zivkovic, Svetlana Andjelic, Tamara Zivkovic, Snezana Malisic, D. Kavitha, Nebojsa Bacanin
426	A Circularly Polarized Implantable antenna for Leadless Cardiac Pacemaker Systems with a Wide Axial Ratio Bandwidth Sukhpreet Kaur, Jaswinder Kaur, Rajesh Khanna, Nitika
437	Smart Farming and Sustainable Agricultural Practices using Prediction and Optimization Techniques A. Kannammal, E.Chandra Blessie, Dharun Prudhiv M, Rakshana S
	TS 08: Image Processing and Computer Vision (Online Mode via Google Meet) Session Chair 1: Dr. Sudipta Bhattacharya, Assistant Professor - Selection Grade, Bengal Institute of Technology, Kolkata Session Chair 2: Dr. Kiran Sree Pokkuluri, Professor & Head, C.S.E Shri Vishnu Engineering College of Women(A)	16:00 - 17:30 (Indian Standard Time)	Join
319	Classification of Lung Cancer on CT Scans using MobileNetV3, MobileNetV4, and EfficientNetV2 Rakshita Ramakant Avarsekar, Bhakti Mugali, Aditi Mugali, Sagar Bhagavant Nagaralli, Uday Kulkarni, Shashank Hegde
322	Bladder Cancer Prediction on Urinary Biomarkers using Ensemble Learning Bhagyashree Mallanaikar, Aishwarya Handi, Kavita Shetagar, Pragati Hippalakar, Channabasappa Muttal, Anand S Meti
325	Vision-to-Words: A Resource-Efficient Transformer-Based Approach for Image Captioning Parikshith Patil, Karthik K Noolvi, Shridhar B Anigolkar, Raghavendra V Vadavadagi,Nagendra B Hanchinale
396	Enhanced Melanoma Recognition: Leveraging Deep Learning for Accurate Classification and Early Diagnosis E. Ajitha, B. Diwan, Jeba Singh O, Rajesh Sharma R,
425	Integrating UAV Imagery and Deep Learning Models for Automated Crop Health Monitoring and Analysis Anugrah Srivastava, Jagendra Singh, Monika Dandotiya, Pongkit Ekvitayavetchanukul, Manoj Rana, Bakshish Singh
431	Automated Histologic Subtyping of Renal Cell Carcinoma: Deep Learning Advancements for Precise Diagnosis Jay Sancheti, Priyanka Gavade
	TS 09: Artificial Intelligence and Machine Learning (Online Mode via Google Meet) Session Chair 1: Dr. Moumita Pramanik, Assistant Professor, Sikkim Manipal Institute of Technology Session Chair 2: Mr. Supreeth Meka, Sales Planning and Strategy Consultant, Dell Technologies	16:00 - 17:30 (Indian Standard Time)	Join
283	Enhancing Customer Churn Prediction in Telecommunications with Explainable AI: A SHAP-Based Approach Sreepal Reddy Bolla , Krishnam Narsepalle
363	Comparative Study on Prediction of Bandgaps using Machine Learning Techniques with Regression Analysis Sathidevi. C, Pattath D Pancharatna
379	A Systematic Survey of Depression Detection: Modalities, Datasets, and Learning Techniques Pavi Saraswat, Rohit Beniwal
401	Document Processing and Summarization with Transformers Pavana Priya C, J B Simha, Shinu Abhi
429	Attention-Based Deep Learning Approach for Sentiment Analysis in the Low-Resource Assamese Language Tulika Chutia, Hirokjyoti Saikia, Sachin Deori, Nomi Baruah
438	Predictive Analysis of Road Traffic Accidents using Ensemble Learning Models Chandana Gotur, Chinmay Kamadolli, Sinchan Hampannavar, Vaishnavi Mahantesh Karale, Uday Kulkarni
	TS 10: Computer Network and Security (Online Mode via Google Meet) Session Chair 1: Dr. Palash Ghosal, Assistant Professor, Sikkim Manipal Institute of Technology Session Chair 2: Dr. Chandra Singh, Assistant Professor, Sahyadri College of Engineering & Management, Mangalore	16:00 - 17:30 (Indian Standard Time)	Join
591	Data Security in Communication using Blockchain and key based protocols Tharun P V
621	Detecting Cyber Bullying in the Sentiments over Social Media G R Kishore, B S Harish, C K Roopa
647	Advancing Intrusion Detection using Deep Learning: A Hybrid Approach Keertipriya Bellary, Shruti Jalapur, Diana Jeba Jingle
684	Enhancing Security and Privacy in 6G V2X Communication: Leveraging Homomorphic-Encryption for Confidentiality-Preserving Computation Sandosh S., Kreet Rout, Akanksha Reddy, Sudhanshu Kumar
703	Explanable AI and Quantum-based Secure Network Attack Classification in Smart Homes Param Desai, Dev Mehta, Vrutik Soni, Janam Patel, Rajan Datt, Rajesh Gupta, Sudeep Tanwar
704	Leveraging Machine Learning and Deep Learning for Effective Abusive Language Filtering on Social Media Jayanth J R, Keerthibala A T, Kanishk P, Malliga Subramanian, Nandhini P S

	Industry Invited Speaker Session - 1 (Online Mode via Google Meet) Session Chair 1: Dr. Harish Sharma, Associate professor, Rajasthan Technical University, Kota	09:30-11:30 (Indian Standard Time)	Join
	AI, Hardware, and Efficiency Speaker: Mr. Sudharshan Tumkunta, AI/ML Technical Product/Program Lead, Meta (Facebook)
	AI Cloud Advisor Speaker: Mr. Sumit Bhatnagar, Vice President of Software Engineering
	Intelligent Resource Orchestration: Using ML to Optimize Cloud Computing Economics Speaker: Mr. Jayant Tyagi, Lead Member of Technical Staff, Salesforce
	Optimizing Business Process Systems with AI and ML: Challenges and Innovations Speaker: Mr. Sasikiran Vepanambattu Subramanyam, Sr Application Developer / Centene Corporation
	AI & ML Agility: Revolutionizing Project Management in Finance industry Speaker: Mr. Samant Kumar, Portfolio Manager, Capgemini
	Speaker: Mr. Nitin Grover, Strategy & Transformation Manager - IT Supply Chain Planning
	How No-Code & Low-Code Platforms Are Accelerating AI Adoption, Digital Transformation, and Business Innovation Speaker: Mr. Harikrishnan Muthukrishnan, Pega PRPC Architect and Administrator in Healthcare IT
	Industry Invited Speaker Session - 2 (Online Mode via Google Meet) Session Chair 1: Prof. Sandeep Kumar, Professor, CHRIST (Deemed to be University), Bangalore	09:30-11:30 (Indian Standard Time)	Join
	AI in Motion: Automating Data Integration & Batch Processing Speaker: Mr. Govindaiah Simuni, Bank of America
	Unleashing the Power of Cloud Technology in Generative AI and LLMs for Smarter Data Management Speaker: Mr. Balkrishna Rasiklal Yadav, TangandComany USA
	Critical Role of Data Governance in Wealth & Asset Management Speaker: Mrs. Aparna Krishna Bhat, EY (Ernst & Young), USA
	LLM powered data schema migrations Speaker: Mr. Praveen Baskar, Senior Software Engineer/ Google
	Open Banking & AI/ML: Transforming Financial Services Speaker: Mr. Varun Awasthi, Vice President, Software Engineer
	AI And Machine Learning in eCommerce Fraud Detection Speaker: Mr. Arpit Mathur, Member Of Technical Staff II, eBay
	AGI and Its Transformative Impact on Personalized Medicine Speaker: Mr. Santosh Kumar, HCLTech
	Industry Invited Speaker Session - 3 (Online Mode via Google Meet) Session Chair 1: Dr. Samarjeet Borah, Professor, Department of Computer Applications, Sikkim Manipal Institute of Technology	09:30-11:30 (Indian Standard Time)	Join
	AI Cloud Advisor Speaker: Mr. Roshan Mahant, Launch IT Corp
	Is your organization data-ready for AL/Ml Adoption? Speaker: Mr. Shankar Subramanian, Principal Data Architect - TJX
	Resilience Engineering in Cloud-Distributed Environments Speaker: Ms. Mahak Shah, Cisco
	The Impact of AI in Financial Industry Speaker: Mr. Varun Pandey, Vice President, Senior Engineering Lead, JP Morgan Chase
	AI-Driven Innovation in the Cloud: Transforming Industries with Scalable Intelligence Speaker: Ms. Anila Gogineni, Google
	Aligning LLMs with Reinforcement Learning with Human Feedback (RLHF) Speaker: Mr. Abrar Ahmed Mohammed, Lead AI Engineer @ BR Partners Global \| AI/ML Specialist @ Social by Steph
	TS 11: Emerging Technique (Online Mode via Google Meet) Session Chair 1: Mr. Bhanu Prakash Reddy Rella, Lead Data Engineer, Walmart Associates Inc, San Jose, CA, USA Session Chair 2: Mr. Shantanu Jha, Microsoft	10:00 - 11:30 (Indian Standard Time)	Join
465	Educational Influences on Adolescent Mental Health: Associations and Gender Differences Veera Venkata Raghunath Indugu, Dedeepya Sai Gondi, Narendra Lakshmana Gowda
488	Crop and Yield Prediction using Data Analysis and Machine Learning Algorithms Vasudev P.C., Anandhu S. Nair, Aditya Anil Deyal, G. Arjun, Subbulakshmi S.
541	Parallelization of 3D-LBP Feature Extraction using MPI Programming Vishwas Prabhu, Nithanth Marathe, Ashwath Rao B, Gopalakrishna Kini
561	E-Commerce and Consumer Trust Impact of Industry 4.0 on MSME Sales and Business Practices in India Manohar Sivvala, Helen Josephine V L, Manikandan Rajagopal, Delma Thaliyan
598	New Era of Smart Learning and Teacher Assistance Priyanka Kumari, Akshay Juneja, Vijay Kumar, Monika Bharti, Himanshu Jindal, Shashi Bhushan
610	Leveraging Scalability and Flexibility though Externalization of Kafka in Pega Cloud Sairohith Thummarakoti
	TS 12: Image Processing and Computer Vision (Online Mode via Google Meet) Session Chair 1: Dr. Parimala Tamang, Assistant Professor, Sikkim Manipal Institute of Technology Session Chair 2: Ms. Namratha Peddisetty, Consultant, Dell, USA Session Chair 3: Amit Arora Software Engineering Manager/Meta	10:00 - 11:30 (Indian Standard Time)	Join
436	Multi-Label Image Classification using an Unweighted Ensemble Saarthak Sooji, Nandan Kamaraddi, Tarun Ejanthkar, Chirag Shetty
458	Evaluating CNN-Based Approaches for Diabetic Retinopathy Detection and Classification Trushita Deshmukh, Sanjana Patil, Saanvi Surve, Swarangi Kale, Dhanashri Bhosale, Saguna Ingle
463	Improving Untreated Pneumothorax Classification in Chest X-ray Analysis using Auxiliary Chest Tube Detection Vamsi Krishna Reddy Bandaru, Dedeepya Sai Gondi , Veera Venkata Raghunath Indugu , Hemanth Volikatla, Srinivas Reddy Bandaru
527	Low-Light Image Denoising using Deep Neural Network Incorporating NAF Blocks and Subspace Attention Modules Sankalp Ichangi, Huda Mariyam, Vasuki Naik, Nandan Chillal, Uday Kulkarni, Shashank Hegde.
528	Enhancing Landmine Detection using Ensemble Learning Mahamat Ismael Hassan, Daouda Ahmat Mahamat, Mahamat Borgou Hassan, Samuel Ouya
556	Vision-Aided Intelligence with Visual Question Answering for Medical Imaging Khushi Chalageri, Pragatilaxmi Itigowni ,Disha Kalyanshetter, Saakshi Lokhande, Channbasappa Muttal , Vaishnavi J Ajjevadeyarmath
900	Applications of Decision Tree in Healthcare: Advancements and Challenges: A Review Elijah Skarlus Doelakeh, Supriya Narad, Vivek Chakole, Edidiong Akpabio, Mawuli Apetorgbor
	TS 13: Artificial Intelligence and Machine Learning (Online Mode via Google Meet) Session Chair 1: Mr. Aditya Gupta, Software Development Engineer, Amazon Web Services (AWS), USA Session Chair 2: Mr. Anjan Kumar Reddy Ayyadapu, Leader, Big Data Solutions Architect at Cloudera	10:00 - 11:30 (Indian Standard Time)	Join
310	AI in Food Nutrition: A Deep Dive into Health-Centric Dietary Predictions Ganesh K, Sidharth A V
442	Leveraging Universal Sentence Encoder and Bi-LSTM for Robust Sarcasm Detection Ramakrishna Bodige, Ramesh Babu Akarapu, Pramod Kumar Poladi
451	The Role of Prescriptive Analytics on Product Availability towards Improved Customer Loyalty in Quick Commerce Kiran Hemanthaj Muloor, Lakshmi Shankar Iyer, Manu K S, Saseekala M
464	Evaluating and Interpreting Classifiers for Breast Cancer Detection using eXplainable AI Dedeepya Sai Gondi , Vamsi Krishna Reddy Bandaru , Hemanth Volikatla, Veera Venkata Raghunath Indugu, Srinivas Reddy Bandaru
483	Understanding the Voice of Customer to Enhance Customer Experience B Mohammed Muzammil, Shinu Abhi, Rashmi Agarwal
515	Predicting Lake Water Levels: A Comprehensive Survey of Machine Learning Methods Idriss Oumar, Daouda Ahmat
	TS 14: Computer Network and Security (Online Mode via Google Meet) Session Chair 1: Mr. Hariprasad Sivaraman, Lead Principal Software Development Engineer Test, Akamai Technologies Session Chair 2: Mr. Jagadesh Balasubramani, Tech Lead / L&T Technology Services	10:00 - 11:30 (Indian Standard Time)	Join
706	Assessing the Performance of Machine Learning Algorithms in Fake News Detection Bharathi T, Harimonika S, Aishwarya Sree V, Arunkumar T
723	Optimized Fake News Detection in Social Networks using Boosting Algorithms and Machine Learning Classifiers Udit Gupta, Swati Raj, Julian Benadit P
728	Enhancing Hate Speech Detection in Social Media through Machine Learning and Deep Learning Approaches Hinal Dobaria, Hemang Thakar, Juli Gopani
740	Advanced Methodologies for Securing Multimedia Data in Visual Cryptography V D S Krishna, Laiphrakpam Dolendro Singh
765	Optimizing Fraud Detection Systems in Credit Card Transactions using Machine Learning Techniques Veerendra Reddy, T Rathi Devi, Boppuru Rudra Pratap
768	A Novel Approach to Crime Reporting through Secure Encryption and Anonymity Kumkum Saxena, Ayesha Nagdawala, Esha Nemani, Jatin Mawa, Mamta Gupta
	TS 15: Emerging Technique (Online Mode via Google Meet) Session Chair 1: Mr. Gokulram Krishnan, EY (Ernst & Young) in the Technology Consulting AI & Data Practice Session Chair 2: Ms. Sandhya Koppanathi, Amazon	10:00 - 11:30 (Indian Standard Time)	Join
279	Optimized Segmentation and Hybrid Features for Accurate Diabetic Retinopathy Diagnosis Victor Agughasi, Prathibha S, Madhusudhan K.N.
626	Language Based Literature Review On Lip-Sync Monica Sagar Dhotre, Ramchandra P Bhavsar, Bhausaheb V Pawar
629	Detection and Classification of Stress using 1D-CNN and LSTM Hybrid Model E Aditya Sai Krishna, Md Sami A Ghori, Sarvesh Magdum, Swaroop N Udasi, Anand S Meti
634	Population Balance Modeling of Bubble Size Distribution in Venturi-Type Microbubble Generator with Variable Flow Rates Hilman Syaeful Alam, Hanif Fakhrurroja, Anto Tri Sugiarto, Iwan Rohman Setiawan, Tubagus Ahmad Fauzi Soelaiman, Priyono Sutikno
643	Transforming Business Processes with Process Mining and Cloud Integration: Applications, Challenges, and Innovations Sairohith Thummarakoti
655	Tailoring Blood Glucose Forecasting: Optimizing Personalized Models for Daily Living Fatima Aljanahi, Abdulaziz Al-Ali, Ponnuthurai Suganthan
664	A Review of Transforming AI for Depression Detection: Transformer Model Dominance, Multimodal Approaches, and Future Pathways Jayshri Patil, Kishan Prajapati, Dhruvil Patel, Ravirajsinh Chauhan, Megha Patel
	TS 16: Image Processing and Computer Vision (Online Mode via Google Meet) Session Chair 1: Dr. Sambit Kr. Mishra, Professor & Dean, GIET, Baniatangi Session Chair 2: Ms. Padma Rama Divya Achanta, Sr. Microsoft SQL Server Database Consultant/Mongo/ Azure/ Terraform Administrator at CDW	10:00 - 11:30 (Indian Standard Time)	Join
558	Traffic Surveillance for Helmet Detection and License Plate Recognition using YOLO11 Architecture Divya Naga Supritha M, Megha Hosamani, Jyoti C U, Jayamala P Appanagoudra, Shashank Hegade, Anand Meti.
572	Indian Sign Language Gesture Recognition and Translation to Regional Language using NLP and Computer Vision Indhu R, Kruthika S, Lahari S Makkala, Sushmitha H S
622	Contribution Title Evaluating Deep Learning Models for Pneumonia Detection in Chest Imaging: A Comprehensive Review of Diagnostic Accuracy and Clinical Utility Harini B B, David Samuel Azariya S, Sindhuja P, Niveditha S R
669	Skin Disease Detection using Deep Learning: A Comparative Analysis of CNN Models on the ISIC Dataset Aaryan Gupta, Jayesh Gangrade, Mansi Amarnani, Ranojit Palit, Arhaan Abdullah, Dhruv Mendiratta
674	Feature Extractions for knowledgebase Creation from EEG Signal, Useful as Low Cost Biomarkers for Alzheimer’s like Brain Diseases Mrunali, Amit, Desai, Jyoti Joglekar
685	Reference-Free Deep Learning-Based Low-Light Image Enhancement using Single-Channel and Targeted Loss Functions Supriya Singh, Deepa Raj
	TS 17: Artificial Intelligence and Machine Learning (Online Mode via Google Meet) Session Chair 1: Dr. Ranjit Panigtahi, Assistant Professor (SG), Sikkim Manipal Institute of Technology Session Chair 2: Ms. Priya R Yesare, Principal SQA Engineer / Asurion, Nashville, TN, USA	10:00 - 11:30 (Indian Standard Time)	Join
737	Evaluating Large Language Models in Semantic Com-munication: Versatility, Adaptability and Performance Bura Vijay Kumar, Bhavana Jamalpur
753	Voice-Enabled AI Assistant for Real-Time Stock Market Analysis and Prediction using LSTM and NLP Swati Shilaskar, Abhishek Ghume, Yash Garale, Aniruddha Gondkar
767	A Hash-Based Nature-Inspired Algorithm for High Utility Itemset Mining Nishigandha Mhatre , Srijita Bhattacharjee
777	A Hybrid Lexicon Framework for Sentiment Analysis in Gujarati: Integrating Synonyms and Opposites Neha Shah, Preeti Baser
782	Enhanced Human Flow Experience Recognition with LSTM Model using Physiological Signals Harshali Verma , Jyoti Yadav , Durgesh Nandini
800	Elderly Healthcare using Federated Learning Approach Jebson, Subairkhan, Vasanthakumar, Vinithkumar
	TS 18: Computer Network and Security (Online Mode via Google Meet) Session Chair 1: Dr. Dipendra Gurung, Assistant Professor II, Sikkim Manipal Institute of Technology Session Chair 2: Mr. Harikrishnan Muthukrishnan, Principal IT Developer at Florida Blue, USA	10:00 - 11:30 (Indian Standard Time)	Join
432	A Review of Dimensionality Reduction Methods on Single-Cell RNA-seq (scRNA-seq) Data Reema Joshi, Rosy Sarmah
790	Advanced Android Malware Detection Model with Self-Supervised Learning and Multi-Model Classification Venkata Subbaiah Desanamukula, P. Sujatha, Gottala Parameswara Kumar , Vunnava Dinesh Babu , Kusuma Polanki, A. Lakshmana Rao
803	Spam Call Detection using LSTM Kanimuthu S, Kanish Kirthik K, Manoj Kumar N, Praveenn Dj, Nelson Samuel J
815	Decoding the Impact of Social Media on IPL Player Retention using Sentiment Analysis and Ensemble Learning Aayush Tiwari, Diyotrim Maitra, Rupali S Wagh
858	Early Detection of Cyber Threats in EVCS using Machine Learning: A Focus on Reconnaissance Attacks Rupali Sunil Wagh, Tina Dokaniya
876	A Deep Learning Approach to Phishing Detection using BiLSTM with an Attention Mechanism Talari Uday Kiran,T.Vigneshwaran,K.Natarajan
	TS 19: Emerging Technique (Online Mode via Google Meet) Session Chair 1: Dr. KVK Singh, Assistant Professor (SG), Sikkim Manipal Institute of Technology Session Chair 2: Dr. Sunayana K. Shivthare, Assistant Professor, Department of Science and Computer Science, MIT Arts, Commerce & Science College, Alandi (D)	14:00 - 15:30 (Indian Standard Time)	Join
131	Hybrid A Symmetric Huber Loss Function-Based ELM Approach for Average Temperature Prediction: A Case Study on Kokernag, Jhelum River Basin, India Sandeep Samantaray
249	Rectangular Factory-Warehouse-Sales Infrastructure Model and its Mixed-Integer Linear Programming Optimization Problem Vadim Romanuke, Lyudmyla Husak, Hanna Yehoshyna
705	Intelligent Highway Toll System using IoT and Data Encoding/Decoding Methods Balamurugan R , Mathavan T , Kishor T , Mallesh S , Karthickraja K
707	An Automated Framework for Bone Health Analysis Helen R, Madesh R, Riyaz Mohammed R
709	Deep Learning in Adolescent Obesity Prevention: A Path to Health Gaddam Saranya
715	A Lightweight and Local Blockchain Prototype Implementation for Agriculture Domain Bela Shrimali, Hiren Patel
720	Exploring Research Trends and Publications in Gift-Giving Behavior: A Bibliometric Analysis using Data Mining Techniques Rahul Pradeep, Saibal Kumar Saha
	TS 20: Image Processing and Computer Vision (Online Mode via Google Meet) Session Chair 1: Dr. Kapila Sharma, Assistant Professor I, Sikkim Manipal Institute of Technology Session Chair 2: Dr. Prashant Sharma, Associate Professor, Vivekananda Global University, Jaipur	14:00 - 15:30 (Indian Standard Time)	Join
766	An Efficient Preprocessing Method for Skull Region Removal from MRI Data Prasanna Ujjani Mutt, B S Harish, C K Roopa
787	Integrating Deep Learning and Image Processing for Robust Sign Language Recognition M. Lavanya, R.V.Swathi
805	Transforming the Garment Industry: Leveraging AI and Computer Vision for Automation, Quality Control, and Sustainable Growth Khandoker Mainul Islam, Md Shahriar Hossain, Junayed Khan Nafi, Syed Minhazul Hoque, Anika Tun Nazibe, Mohammad Nasir Uddin
806	Genetic Algorithms for Hyperparameter Tuning of a DC-UNet Model for Medical Image Segmentation Krishna Román, Rolando Armas, Carlos Montenegro
812	Lung Cancer Classification From CT-Scan Images using an Enhanced VGG16 Model Karunakar Cheekolu, Babu Kumar S, Raju G
820	Comparative Analysis of PCA-Based Models for Water Quality Classification using Machine Learning Siva Jyothis, Dinesh R., Nimmy P., K.V. Nagaraja
	TS 21: Artificial Intelligence and Machine Learning (Online Mode via Google Meet) Session Chair 1: Dr. Gaurav Pradhan, Assistant Professor, Sikkim Manipal Institute of Technology Session Chair 2: Dr. Mithra Venkatesan, Associate Professor, Dr. D Y Patil Institute of Technology, Pune	14:00 - 15:30 (Indian Standard Time)	Join
149	Early Detection of Chronic Kidney Disease Praveen S, Gowri Ganesh Ns, Dinesh Kumar R, Sanjay T, Magitha Nirmala Tyson, Abinaya G
839	NepConformer: A Conformer-based Nepali Automatic Speech Recognition System Jenny Poudel, Ankit Dahal, Rishikesh Kumar Sharma, Rupak Tiwari, Rupak Raj Ghimire, Bal Krishna Bal
842	Hybrid Deep Learning-Based Summarization of Social Media Content using NLP Techniques Praveen Kumar.C , Praveen.Vv , Kaveya.M , Arthi.R , Jegathesh.P
860	Comparison of Prompt Engineering Techniques for Improved LLM Performance in Fitness Kumkum Saxena, Anas Khan, Sumil Suthar, Sarthak Tanpure, Ajaykumar Maurya
862	Advancements in Aspect-Based Sentiment Analysis: A Review of Models, Techniques, and Challenges Ashokkumar.M, Koushiik.R.M, Mummudi Cholan.T, Theveesh.I.S, Jegathesh.P
870	A Systematic Development of Stopwords for Manipuri Language Processing Salam Dickeeta Devi, Haobam Mamata Devi
	TS 22: Emerging Technique (Online Mode via Google Meet) Session Chair 1: Dr. S. Visalakshi, Assistant Professor II, Sikkim Manipal Institute of Technology Session Chair 2: Dr. Rahul Kumar Vijay, Assistant Professor, Banasthali Vidyapith, Rajasthan	14:00 - 15:30 (Indian Standard Time)	Join
428	Predicting Optimal Irrigation Strategies using Advanced Neural Networks and IoT-Enabled Data for Precision Agriculture Jagendra Singh, Prateek Gupta, Monika Dandotiya, Pongkit Ekvitayavetchanukul, Manoj Rana, Bakshish Singh
762	Investigating Resistance to Innovation: Understanding Non-Adoption Intention of Metaverse Applications in Healthcare Kanchan Pranay Patil, Dhanya Pramod, M.S Vaishnavi
814	Statistical Learning in Pharmacovigilance: A Data-Driven Approach to AI-Enhanced Drug Safety Monitoring H. John Joshua, R K Prathish, U. Vasanth, J. Jaya Priya, M. Vinay, S. Deepa
818	Smart Water Management in Agriculture Sachin Kamble
831	Robo-advisors in Investment Decision-making: An Empirical Investigation of Behavioural Biases Kanchan Pranay Patil , Dhayna Pramod , Mugdha Shailendra Kulkarni
837	Statistical Downscaling of the Daily Mean Air Temperature of the High Asia Refined Analysis, Version2 (HARv2) in the North-West Himalaya (NWH), India Navdeep,Dan Singh, Mukesh Kumar
208	Vitamin Deficiency Detection using Image Processing Chaithra S, Ayeshath Hafeeza, Sushma Y,Swathi Sudhakar Devadiga, Veekshitha
	TS 23: Artificial Intelligence and Machine Learning (Online Mode via Google Meet) Session Chair 1: Dr. Moumita Pramanik, Assistant Professor, Sikkim Manipal Institute of Technology Session Chair 2: Dr. Mausumi Goswami, Associate Professor, CHRIST (Deemed to be University), Bangalore Session Chair 3: Mr. Bhubalan Mani, Lead - Supply Chain Technology & Analytics \| Garmin International, Inc.	14:00 - 15:30 (Indian Standard Time)	Join
873	AI-Supported Predictive System for Global Healthcare Services Advaith S Menon , Fizaa A Riffai , Divya James , Asim Zaman M N , Alan J Roy
875	X-STEP: A Stacked XGBoost Model for High-Precision Temperature Prediction in Medical Logistics Surbhi Ranga, Tushar Vasudev, Sahil Sankhyan, Praveen Kumar, Kv Uday, Varun Dutt
880	Application of Deep Learning in Healthcare: A review Khusbu Pradhan, Chandralika Chakraborty
883	HealthGuard: AI-Driven Remote Health Monitoring System S Swapna Kumar, Varundev A V, Nikhil A, Sayona Mohan, Sanal T O
908	Optimized Weighted KNN for Effective Clinical Diagnostics: A Metaheuristic Approach Sujdha C, R. Thirumalai Selvi
909	LSTM-Based Methodology for Anomaly Detection in Pump Sensors Surya Prakash
	TS 24: Emerging Technique (Online Mode via Google Meet) Session Chair 1: Dr. Sudipta Bhattacharya, Assistant Professor - Selection Grade, Bengal Institute of Technology, Kolkata Session Chair 2: Dr. Panduranga Vital Terlapu Professor Department of Computer Science and Engineering, Aditya Institute of Technology and Management (AITAM), Srikakulam	14:00 - 15:30 (Indian Standard Time)	Join
494	A Framework for Developing a Security Automation Platform for Enterprise Database as a Service (DBaaS) Deepak Chandrappa
838	Using LSTM Networks to Predict Key Project Metrics Akarshan Sami, Surya Prakash
855	Quantum Support Vector Machines for Environmental Data Analysis A Path Towards Efficient AQI Prediction Dayoniase Santhiyagu,G Nagarajan
856	Recent Advances In CAPTCHA: A Review Mohammad Umar, Manju Papreja
872	Bridging Public Opinion and Educational Reform Through Sentiment Analysis Dipali Chaudhary, Debmitra Das, Ritam Dutta, Sumit Kumar Kapoor, Shilpa Singh, Ganesh Narayan Prajapat
890	A Parallel Approach to Partial Periodic Pattern Mining on Temporal Datasets using MPI V. Kaavya, N Gopalakrishna Kini, Jyothi Upadhya K
906	Artificial Intelligence-Driven Predictive Maintenance: Enhancing Operational Efficiency Through Data-Driven Insights Gokul Thanigaivasan, T. Ratha Jeyalakshmi, Smitha Gv , Kunal Dey

CML 2025 Program Schedule