R Santhana Krishnan

Scopus Publications

Performance of underlap GAA-FET using GaAs substrate and SiO2 gate oxide
P. Harikrishnan, B. Mohan, K. Rajesh, R. Santhana Krishnan
Journal of the Korean Physical Society, 2026
Characterization of jute fiber-reinforced vinyl ester biocomposite strengthened with surface-modified apple pomace pectin
J. Allwyn Kingsly Gladston, Krishnaveni A, R. Santhana Krishnan, S. Naveen
Composite Interfaces, 2026
This study explores the development and performance of silane-treated jute fiber reinforced vinyl ester biocomposites, enhanced with silane-treated pectin derived from apple pomace, an industrial fruit waste. By combining surface-modified natural fiber and biopolymer filler, the work promotes sustainable material development through biomass reuse. Pectin was extracted via acid-assisted hydrolysis followed by ethanol and acetone precipitation, and 3-APTES silane treatment was applied to improve interfacial bonding. Composites were fabricated using the hand lay-up method. Among the specimens, VJP2 exhibited the best mechanical performance, with tensile strength of 146 MPa, flexural strength of 159 MPa, impact resistance of 4.41 J, and hardness of 81 Shore-D, due to optimal interaction between silane-treated fiber and 3 vol.% pectin, enabling efficient stress transfer and reduced voids. In contrast, VJP3 achieved superior wear, water absorption, and flammability performance, with a specific wear rate of 0.019 mm3/Nm, water absorption of 0.008%, and flame propagation speed of 5.63 mm/min (UL-94 V0), attributed to dense reinforcement and enhanced char formation at 5 vol.% pectin. SEM analysis confirmed uniform filler-matrix adhesion in VJP2 and minor agglomeration in VJP3 without compromising structural integrity. These results demonstrate that integrating surface-modified waste-derived pectin with jute fiber produces high-performance, sustainable biocomposites suitable for automotive, packaging, and domestic applications.
Towards Intelligent Music Recommendation: A Multi-Gate Mixture of Experts Framework Integrating Audio, Behavior, and Social Contexts
A. Ferminus Raj, S. Abarna, J. Relin Francis Raj, R. Santhana Krishnan, S. Balamurugan, D. Suresh
Lecture Notes in Networks and Systems, 2026
AURORA: Hybrid Deep Learning-based Stampede & Risk Prediction System
J. Punitha Nicholine, J. Relin Francis Raj, R. Santhana Krishnan, Tamizhselvi Annamalai, Vinoth Kumar V, R. Umesh
Proceedings of the 2026 International Conference on AI Driven Smart Systems and Ubiquitous Computing Icauc 2026, 2026
Crowd stampedes in densely populated public spaces pose critical safety risks, requiring accurate and real-time monitoring systems. This research presents AURORA (Advanced Unified Risk Observation & Real-time Alert), a hybrid deep learning framework designed for early crowd stampede risk prediction. AURORA integrates CSRNet-based crowd density estimation, RAFT-lite optical flow motion analysis, Transformer-based spatio-temporal risk modeling, and a rule-based safety layer to ensure explainable and reliable predictions. A custom dataset, AURORA-CROWDX, consisting of annotated video sequences captured at 15 FPS from diverse public environments, supports training, evaluation, and validation. Performance evaluation demonstrates that AURORA outperforms existing methods (CNN-Density and MCNN) across all metrics. For crowd density estimation, it achieves a crowd count accuracy of 0.953, MAE of 0.426, MSE of 0.762, and zone-wise density accuracy of 0.941. Motion analysis results include average crowd speed of 0.812 m/s, speed variance 0.096, direction entropy 0.274, flow consistency 0.941, and panic motion score 0.872. Spatio-temporal risk prediction yields a Transformer risk probability of 0.891, risk prediction accuracy 0.943, and early warning lead time of 13.875 seconds. Hybrid risk assessment reduces false alarms to 0.041 while maintaining classification accuracy of 0.943. System throughput reaches 14.875 FPS with low latency (74.562 ms/frame) and robust performance under occlusion (0.912) and illumination variations (0.931). The proposed framework provides several advantages: high prediction accuracy, early warning capability, explainable decisions, and robust real-time operation. By enhancing crowd safety in public spaces, this research demonstrates a practical and scalable solution for real-time risk management in densely populated urban environments.
Self-Supervised and Diffusion-based Architectures for Document Image Restoration and Recognition
K. Muthulakshmi, U.V. Anbazhagu, R. Venkatalakshmi, R. Santhana Krishnan, J. Relin Francis Raj, S. Kavitha
Proceedings of the 2026 International Conference on AI Driven Smart Systems and Ubiquitous Computing Icauc 2026, 2026
The automated analysis of historical documents represents a significant engineering challenge due to severe degradation, complex layouts, and handwritten content variability. These documents form a critical component of Cultural heritage preservation and large-scale Infrastructure for digital information systems. Conventional image processing and recognition pipelines lack robustness, scalability, and reliability when applied to degraded archival data. This paper presents an integrated deep learning framework that combines self-supervised representation learning, diffusion-based image restoration, transformer-driven document understanding, and uncertainty modeling for historical document analysis. A Vision Transformer pretrained using a Masked Autoencoder enables robust feature extraction from unlabeled document images, reducing dependency on annotated datasets. Latent diffusion models with a Swin Transformer U-Net backbone perform high-fidelity document restoration, improving visual quality while maintaining structural consistency. Layout analysis is conducted using the DETR architecture, enabling accurate detection of document regions such as text blocks and paragraphs. Handwritten text recognition is achieved through a CNN–Transformer–CTC architecture, facilitating reliable sequence transcription. Explainability is incorporated using attention rollout and Grad-CAM, while diffusion-based uncertainty estimation provides confidence measures essential for trustworthy deployment. Experimental evaluation demonstrates significant performance improvements, achieving high restoration, recognition, and layout accuracy.
Natural Language Processing for Review-based Suppression of Product Buying Suggestions in Mobile Applications
M. G. Santhosh Raja, R Adhi Lakshmi, R. Santhana Krishnan, Ajisha Mathias, J. Relin Francis Raj, J. V. Anchitaalagammai
Proceedings of the 5th International Conference on Sentiment Analysis and Deep Learning Icsadl 2026, 2026
Digital Transformation and Technology in Higher Education
K. Ramalakshmi, Vinod Kumar Shukla, T. Anjani Devi, N. Shanmugapriya, A. Mohamed Anwar, R. Santhana Krishnan, R. Ranjani
Driving Institutional Excellence Through Accreditation Standards in Higher Education, 2026
Digital transformation in higher education is the process of using modern digital technologies to improve how universities and colleges teach, manage, research, and connect with the wider community. This transformation goes beyond simply using computers or online tools. It involves a complete change in how institutions work, how students learn, and how teachers teach. Technologies like artificial intelligence, cloud computing, learning management systems, virtual and augmented reality, and data analytics are becoming central to educational practices and decision-making. The COVID-19 pandemic pushed many institutions to quickly adopt digital solutions, leading to widespread use of online and hybrid learning. As a result, universities have started to build long-term strategies to include digital tools in classrooms, student services, and administration. This chapter discusses the major technologies involved, new teaching methods supported by digital tools, and the effects on students, faculty, and institutions. At the same time, digital transformation brings several challenges.
Enhancing acute leukemia classification through hybrid fuzzy C means and random forest methods
K. Lakshmi Narayanan, R. Santhana Krishnan, Y. Harold Robinson, S. Vimal, Tarik A. Rashid, Chetna Kaushal, Md. Mehedi Hassan
Measurement Sensors, 2025
Leukemia is a category of cancer that is normally found in blood and bone marrow, and which causes rapid abnormal development in the making of white blood cells than the required amount. The produced white blood cells could be ineffective to fight against harmful infections and can even prejudice or restrict the capability of the bone marrow to generate red blood cells and blood platelets. If this is not diagnosed in the earlier stage, it may start to affect the function of the internal organs and cause death. Normally, entire blood counts image analysis and diagnosis are done manually which is an inaccurate and time-intensive process. In this proposed method the classification is tested with two Machine Learning algorithms which are Hybrid Fuzzy C Means (FCM) and Random Forest algorithm (RF) and Support Vector Machine for the detection and classification of Acute Leukemia disease and their performance was evaluated. The dataset comprised of 8637 images which included infected images, normal images and augmented images from different dataset providers and RGB to CMYK conversion with histogram equalization is applied for pre-processing, K means for Image Segmentation. Experimental results convey that Hybrid FCM and RF Algorithm attained an accuracy of 99.06 %, a sensitivity of 99.4 %, and a specificity of 97.8 % respectively, and the ROC (Receiver Operating Characteristic) curve shows that the result produced by the Hybrid FCM & RF based Classifier is best suitable in diagnosing the classification of the Acute Leukemia disease. The tool used for developing the proposed method was Matlab R2018 software.
Enhancing Human Activity Recognition using PSOOptimized 1D CNN-GRU Model on Wearable Sensor Data
K.Ramalakshmi, Vinod Kumar Shukla, J Relin Francis Raj, R Santhana Krishnan
Proceedings of 5th International Conference on Soft Computing for Security Applications Icscsa 2025, 2025
Human Activity Recognition (HAR) is important in areas such as smart environments, health monitoring, behavior tracking, and Human–Computer Interaction (HCI). Although deep learning (DL) models have shown great results in recognizing human activities, handling time-series data from wearable sensors is still challenging. In this work, we introduce a new model that combines a 1D Convolutional Neural Network (1D CNN) with Gated Recurrent Units (GRU), and uses Particle Swarm Optimization (PSO) to fine-tune the model’s hyperparameters. The 1D CNN extracts useful patterns from the sensor data, while the GRU learns the sequence and time-based relationships between the activities. PSO helps improve the model’s performance and training speed by finding the best parameter settings. Batch normalization is used to make training more stable, and max pooling is added to reduce the number of parameters. A Softmax layer at the end is used to classify different types of activities. The model was tested on two widely used datasets, MHEALTH and WISDM, and achieved high classification accuracies of 99.17% and 98.55%, respectively. The results show that the proposed method performs better than many existing techniques. This work uniquely integrates PSO for automated hyperparameter optimization within a CNN-GRU framework, demonstrating a clear advancement over existing HAR models in terms of accuracy and computational efficiency.
A Unified Deep Learning Model for Fake Account Identification using Transformer-based NLP and Graph Neural Networks
L. Selvam, E.S. Vinothkumar, R. Santhana Krishnan, G. Vinoth Rajkumar, J. Relin Francis Raj, P. Stella Rose Malar
Proceedings of 8th International Conference on Inventive Computation Technologies Icict 2025, 2025
Fake accounts and bots on social media platforms pose significant threats, including misinformation dissemination, fraud, and manipulation of public opinion. To address these challenges, a hybrid deep learning model integrating Transformers and Graph Neural Networks (GNNs) is proposed. The model leverages BERT for textual analysis of user-generated content, including posts, comments, and profile descriptions, while GNNs analyze network-based features such as follower relationships, engagement behaviors, and interaction patterns. This combination ensures an enhanced understanding of both linguistic and structural characteristics, leading to improved detection accuracy. The dataset is curated from publicly available labeled social media account data, supplemented with API-based extractions to ensure diversity. Features include user metadata, textual content, and network structures. In the preprocessing phase, text is tokenized using a BERT tokenizer and converted into high-dimensional embeddings using BERT-based encoders. Simultaneously, a social graph is constructed, where users and interactions are represented as nodes and edges. These representations serve as input for the GNN model, learning patterns indicative of fraudulent activities. A dual-module architecture is implemented, comprising a BERT-based text classification model and a GNN-based network classification model. Outputs from both modules are fused in a shared feature space before classification. Model performance is evaluated using accuracy, F1-score, and AUC-ROC metrics. Experimental results demonstrate superior detection capabilities compared to singlemodality models. Applications include social media security, fraud prevention, misinformation control, and e-commerce integrity. Future enhancements focus on real-time scalability and robustness against adversarial attacks.
Social Media-Based Travel Planning: Integrating Content-Based and Collaborative Filtering for Personalized Suggestions
S. Naveen, G. Vinoth Raikumar, R. Santhana Krishnan, R. Umesh, A. Alice Blessie, Kruthika Paulraj
Proceedings of the International Conference on Multi Agent Systems for Collaborative Intelligence Icmsci 2025, 2025
ConvLSTM for Flood Forecasting: A Deep Neural Network Model for Integrated Temporal and Spatial Flood Analysis
P. Priyadharshini, R. Parvathi, Lijetha C Jaffrin, R. Santhana Krishnan, J. Relin Francis Raj, T. Saranya
Proceedings of the 2025 3rd International Conference on Inventive Computing and Informatics Icici 2025, 2025
ACRecoMasterNet++: A Deep Learning-based Multi-Criteria Framework for Personalized Air Conditioner Recommendation
Ramya R R, S Jegadeesan, A. Gnana Rooba, R. Santhana Krishnan, J. Relin Francis Raj, A. Alice Blessie
Proceedings of the 7th International Conference on Innovative Data Communication Technologies and Application Icidca 2025, 2025
DenseNet121-Enabled Deep Transfer Learning Pipeline for Pneumonia Classification in Chest Radiographic Modalities
X. Arogya Presskila, V. Sasikala, R. Santhana Krishnan, S. Senthilkumar, J. Relin Francis Raj, A. Sangeetha
Proceedings of 3rd International Conference on Intelligent Cyber Physical Systems and Internet of Things Icoici 2025, 2025
A Multi-Resolution Deep Learning Approach for IoT-Integrated Biomedical Signal Processing using CNN-LSTM
K. Priyadharshini, Ajisha Mathias, R. Santhana Krishnan, N Kanthimathi, J. Relin Francis Raj, P. Stella Rose Malar
Proceedings of 5th International Conference on Trends in Material Science and Inventive Materials Ictmim 2025, 2025
Advancing Urban Traffic Control with IoT and Deep Learning: A YOLOv8 and LSTM-based Adaptive Signal System
K. Priya, K. Priyadharshini, R. Santhana Krishnan, J. Relin Francis Raj, Imran Javeed Settu, A. Srinivasan
Proceedings of the International Conference on Intelligent Computing and Control Systems Iciccs 2025, 2025
Hybrid Routing and Energy Management for Performance Optimization in Mobile Ad-hoc Networks
B. Vijaya Nirmala, J. Relin Francis Raj, R. Santhana Krishnan, V. Lavanya, A. Pitchirani, V. Vinoth Kumar
2nd International Conference on Machine Learning and Autonomous Systems Icmlas 2025 Proceedings, 2025
Deep Learning Models for Acoustic Monitoring of the Himalayan Monal and Other Elusive Bird
J. Ebens Nikshya, J. Relin Francis Raj, R. Santhana Krishnan, G.Vinoth Rajkumar, Imran Javeed Settu, S. Kavitha
4th International Conference on Sentiment Analysis and Deep Learning Icsadl 2025 Proceedings, 2025
Smart Ocean Cleanup: An AI-Integrated Autonomous System for Marine Waste Management
Ponnusamy Subramani, R. Rajasree, R. Santhana Krishnan, Ajisha Mathias, T. Saranya, N. Kanthimathi
Proceedings of 7th International Conference on Inventive Material Science and Applications Icima 2025, 2025
Development of an Expert System for Advanced Podiatric Treatments and Ergonomics
P Vigneshwaran, V Buvanesh Pandian, M Radha, B Mohan, R Santhana Krishnan, J Relin Francis Raj
Proceedings of 2025 3rd International Conference on Intelligent Systems Advanced Computing and Communication Isacc 2025, 2025
A Deep Learning Model for Investment Scam Prevention in Financial Systems: Autoencoder-based Anomaly Detection
L. Selvam, J. Relin Francis Raj, R. Santhana Krishnan, R. Parvathi, G. Vinoth Rajkumar, M. Vijaya Gandhi
Proceedings of the 2025 3rd International Conference on Inventive Computing and Informatics Icici 2025, 2025
Secure, Predictive, and Transparent Cold-Chain Logistics using Deep Learning and Ethereum Blockchain
Shiji Mol F R, J. Ayyana Prabu, R. Santhana Krishnan, S. Jeeva Paulin, J. Relin Francis Raj, S. Murali
Proceedings of the 9th International Conference on Electronics Communication and Aerospace Technology Iceca 2025, 2025
Multi-Scale Feature Fusion via Transformer-Augmented U-Net for Fatty Liver Segmentation in Medical Imaging
G. Yamini, J. Relin Francis Raj, P. Kalyanakumar, N Soundiraraj, R. Santhana Krishnan, R. Karthik Ganesh
Proceedings of 3rd International Conference on Intelligent Cyber Physical Systems and Internet of Things Icoici 2025, 2025
Brain Imaging and GRU-CNN Hybrid Framework for Alzheimer's Disease Progression Analysis
L. Selvam, R. Dhamotharan, R. Santhana Krishnan, J. Relin Francis Raj, G. Ram Sankar, G. Yamini
4th International Conference on Sentiment Analysis and Deep Learning Icsadl 2025 Proceedings, 2025
ElephantGuardNet: A Comprehensive Solution for Elephant Conservation and Human-Elephant Conflict Reduction
S. Naveen, R. Dhamotharan, S. Sahebzathi, R. Santhana Krishnan, V. Vinoth Kumar, P. Sundaravadivel
4th International Conference on Sentiment Analysis and Deep Learning Icsadl 2025 Proceedings, 2025
AgriTraceNet: A Deep Learning and Blockchain Synergy for Intelligent Food Quality Verification
L. Selvam, U. Sakthivelu, R. Rajasree, P. Kalyanakumar, J. Relin Francis Raj, R. Santhana Krishnan
Proceedings of the 4th International Conference on Intelligent Computing Information and Control Systems Icoiics 2025, 2025
MedVault: A Blockchain-Integrated Deep Learning Architecture for Secure Medical Data Management
M. Saravana Karthikeyan, R. Rajasree, R. Santhana Krishnan, C. Gayathri, R. Sarala, P. Stella Rose Malar
Proceedings of the 4th International Conference on Intelligent Computing Information and Control Systems Icoiics 2025, 2025
Next-Generation Rural Connectivity: Hybrid Beamforming in Low-Frequency Networks
J.Relin Francis Raj, A.Alice Blessie, R.Santhana Krishnan, G.Vinoth Rajkumar, N.Eswara Prasath, Imran Javeed Settu
Proceedings of the International Conference on Multi Agent Systems for Collaborative Intelligence Icmsci 2025, 2025
A Smart IoT-Enabled Wildfire Monitoring and Early Detection System using Convolutional Neural Networks and Sensor Data Analysis
U.V. Anbazhagu, A. Alice Blessie, R. Santhana Krishnan, G. Yamini, J. Relin Francis Raj, P. Sundaravadivel
Proceedings of 5th International Conference on Trends in Material Science and Inventive Materials Ictmim 2025, 2025
Sustainable AI Systems for Monitoring and Predicting Wildfires in Vulnerable Forest Regions
T. Selvin Retna Raj, J. Relin Francis Raj, R. Santhana Krishnan, G. Balamuralikrishnan, D. Vikkiramapandian, J. Nirmal Jothi
Proceedings of the International Conference on Multi Agent Systems for Collaborative Intelligence Icmsci 2025, 2025
Real-Time Hazard Detection: An Integrated Arduino based Septic Tank Monitoring System
S Mahalakshmi, B Mohan, J Relin Francis Raj, R Prem Ananth, R Santhana Krishnan, S Chinchu
6th IEEE International Conference on Recent Advances in Information Technology Rait 2025, 2025
A Hybrid Machine Learning Approach for Top-N Bike Recommendations
V. Vinoth Kumar, T. Selvin Retna Raj, J. Relin Francis Raj, M. Sornavalli, R. Santhana Krishnan, N. Soundiraraj
Proceedings of the International Conference on Multi Agent Systems for Collaborative Intelligence Icmsci 2025, 2025
Development of an AI-Driven Engineering Collaboration Infrastructure using DistilBERT for Semantic Understanding and Automation
Sathyapriya Loganathan, R. Santhana Krishnan, K. Karthick, M. Prem Nazeer, J. Relin Francis Raj, N. Kalpana
Proceedings of 5th International Conference on Evolutionary Computing and Mobile Sustainable Networks Icecmsn 2025, 2025
Trust-Weighted Sentiment and Environmental Analysis for Theatre Rating using DistilBERT and IoT Sensors
L. Selvam, T. Mary Little Flower, R. Santhana Krishnan, J. Relin Francis Raj, G. Ram Sankar, A. Vegi Fernando
Proceedings of 3rd International Conference on Intelligent Cyber Physical Systems and Internet of Things Icoici 2025, 2025
Analyzing Investor Behavior Shifts Under AI Influence: A Deep Learning Perspective
S. Pravin, S Jegadeesan, R. Santhana Krishnan, M. Saravana Karthikeyan, J. Relin Francis Raj, M. Arun Kumar
Proceedings of the 7th International Conference on Innovative Data Communication Technologies and Application Icidca 2025, 2025
TTRS: A Deep Learning Framework for Temple Time Recommendation and Crowd Optimization
S. Abarna, J. Relin Francis Raj, R. Santhana Krishnan, R. Rajasree, N. Soundiraraj, A. Benazir Begum
Proceedings of the 4th International Conference on Intelligent Computing Information and Control Systems Icoiics 2025, 2025
Predicting Box Office Success: A Transformer-Based Multi-Modal Approach
R. Arul Jose, R. Santhana Krishnan, K. Penyameen, J. Relin Francis Raj, V. Vinoth Kumar, M. Priya
4th International Conference on Sentiment Analysis and Deep Learning Icsadl 2025 Proceedings, 2025
Innovative Tomato Rot Detection: A Deep Learning Approach using EfficientNet-B0 for Farming Efficiency
D. Deepika, R. Adhi Lakshmi, R. Santhana Krishnan, K. Arunasakthi, J. Relin Francis Raj, J. Nirmal Jothi
Proceedings of 5th International Conference on Pervasive Computing and Social Networking Icpcsn 2025, 2025
Leveraging Transfer Learning with MobileNetV2 for Amla Leaf Spot Disease Detection in Agricultural Imagery
S. Naveen, R. Divya, R. Santhana Krishnan, V. Vinoth Kumar, G. Vinoth Rajkumar, R. Umesh
Proceedings of 5th International Conference on Soft Computing for Security Applications Icscsa 2025, 2025
Neural Collaborative Filtering for Enhanced Smart TV Recommendation Systems
L. Selvam, S. Abarna, R. Santhana Krishnan, Azarudeen K, J. Relin Francis Raj, N. Soundiraraj
Proceedings of the 4th International Conference on Intelligent Computing Information and Control Systems Icoiics 2025, 2025
3D Resnet-18 Based Deep Convolutional Network for Automated Stroke Detection in Volumetric CT Scans
J. Relin Francis Raj, X. Arogya Presskila, R. Santhana Krishnan, R. Sarala, R. Agustian Isaac, N. Soundiraraj
Proceedings of the 2025 3rd International Conference on Inventive Computing and Informatics Icici 2025, 2025
Development of a Smart Fish Tank Monitoring System using Deep Learning and Multi-Sensor Networks
S. Naveen, S. Sweetlin Susilabai, R. Santhana Krishnan, N. Soundiraraj, S. R.Sahanaz Begam, M. Harshanya
Proceedings of 5th International Conference on Evolutionary Computing and Mobile Sustainable Networks Icecmsn 2025, 2025
MovieRecNet: A Multi-Source Deep Learning Model for Personalized Movie Recommendations
C. Ashokkumar, U. Sakthivelu, S. T. Bharathi, R. Santhana Krishnan, S. Naveen, J. V. Anchitaalagammai
Proceedings of the 7th International Conference on Innovative Data Communication Technologies and Application Icidca 2025, 2025
Customer-Oriented Car Recommendation Using Graph Neural Networks and Multi-Dimensional Feature Embedding
J. Relin Francis Raj, P. Munish Kumar, R. Santhana Krishnan, P. Ebby Darney, G. Vinoth Rajkumar, T. Saranya
4th International Conference on Applied Artificial Intelligence and Computing Icaaic 2025, 2025
High-Precision Plant Pathology using ResNet101 for Detection of Stem Canker and Dieback in Dragon Fruit
S. Naveen, S. Manimekalai, R. Santhana Krishnan, B.V. Baiju, A. Srinivasan, V. Vinoth Kumar
Proceedings of 5th International Conference on Soft Computing for Security Applications Icscsa 2025, 2025
A Deep Learning-Based Approach for Classifying Heart Disease Using CNN on Medical Imaging
J. Relin Francis Raj, S. Sasirekha, R. Santhana Krishnan, R. Sunitha, J. Nirmal Jothi, P. Kalyanakumar
Proceedings of the International Conference on Multi Agent Systems for Collaborative Intelligence Icmsci 2025, 2025
SmartRecoNet: A Deep Learning-based Hybrid Framework for Smartphone Recommendation
K. Priya, S. Sathees Babu, R. Santhana Krishnan, S. Balamurugan, J. Relin Francis Raj, D. Yamini
Proceedings of 3rd International Conference on Intelligent Cyber Physical Systems and Internet of Things Icoici 2025, 2025
IoT-Assisted AI Framework for Preserving Biodiversity: Monitoring Rare Trees in Dynamic Forest Ecosystems
K. Palanivel Rajan, J. Relin Francis Raj, R. Santhana Krishnan, G. Balamuralikrishnan, G. Vidyasree, J. Nirmal Jothi
Proceedings of the International Conference on Multi Agent Systems for Collaborative Intelligence Icmsci 2025, 2025
Robust Deep Learning Framework for Image-based Classification of Papaya Leaf Diseases using EfficientNet-B0
K. Azarudeen, Prem Sangeeth V, R. Santhana Krishnan, Tamizhselvi Annamalai, J. Relin Francis Raj, M. Prem Nazeer
Proceedings of 5th International Conference on Evolutionary Computing and Mobile Sustainable Networks Icecmsn 2025, 2025
GuavaCareNet: Empowering Guava Farms with Federated Learning for Real-Time Disease Diagnosis
M. Saravana Karthikeyan, D. Kirubha, R. Santhana Krishnan, J. Relin Francis Raj, N. Soundiraraj, S. Murali
2nd International Conference on Machine Learning and Autonomous Systems Icmlas 2025 Proceedings, 2025
Hybrid Deep Learning for International Trading: Integrating LSTM and Transformer Models
T. S. Akhila, J. Relin Francis Raj, D. Kani Jesintha, R. Santhana Krishnan, V. Vinoth Kumar, P. Sundaravadivel
4th International Conference on Sentiment Analysis and Deep Learning Icsadl 2025 Proceedings, 2025
Hybrid CNN-LSTM Model for Enhanced Weather Forecasting: Leveraging Spatial and Temporal Dependencies
N. Vallileka, G.Vinoth Rajkumar, R. Santhana Krishnan, S. Vijay Shankar, J. Relin Francis Raj, M. Saravana Karthikeyan
4th International Conference on Sentiment Analysis and Deep Learning Icsadl 2025 Proceedings, 2025
Contextual Feature Extraction from User Reviews for Electric Car Recommendation using BERT
P. Ebby Darney, Syedhalifathima Jamin S, R. Santhana Krishnan, A. Meena, J. Relin Francis Raj, S. Thanga Anushya
Proceedings of 3rd International Conference on Intelligent Cyber Physical Systems and Internet of Things Icoici 2025, 2025
Anomaly Detection in Cybersecurity using Machine Learning Classifiers
L Krishna Kumari, K Balasubramanian, K Ramalakshmi, B Mohan, R Santhana Krishnan, J Relin Francis Raj
6th IEEE International Conference on Recent Advances in Information Technology Rait 2025, 2025
RhinoGuardNet: An Integrated Deep Learning System for Monitoring, Movement Prediction, and Threat Detection in Javan Rhino Conservation
P. Ebby Darney, A. Vegi Fernando, R. Santhana Krishnan, J. Relin Francis Raj, V. Lavanya, V. Vinoth Kumar
2nd International Conference on Machine Learning and Autonomous Systems Icmlas 2025 Proceedings, 2025
Multi-Modal Deep Learning for User-Centric Car Recommendations
M. Saravana Karthikeyan, A. Alice Blessie, J. Relin Francis Raj, R. Santhana Krishnan, K. Haribabu, S. Balamurugan
Proceedings of the International Conference on Multi Agent Systems for Collaborative Intelligence Icmsci 2025, 2025
Deploying Deep Learning for Real-Time Tsunami Monitoring: A CNN-LSTM Model for Sensor-based Prediction
M. Karthihadevi, J. Relin Francis Raj, N. Sumi, S. Vanitha, A. Benazir Begum, R. Santhana Krishnan
Proceedings of 8th International Conference on Inventive Computation Technologies Icict 2025, 2025
IoT-Enabled Deep Learning Framework for Smart Infant Health Monitoring
Madhu R, U.V. Anbazhagu, R. Santhana Krishnan, Kruthika Paulraj, Ezhil E. Nithila, R. Umesh
Proceedings of the International Conference on Intelligent Computing and Control Systems Iciccs 2025, 2025
A Hybrid Deep Learning Model for Optimizing Electric Vehicle Battery and Navigation Systems
R. Arul Jose, P. Ebby Darney, R. Santhana Krishnan, J. Relin Francis Raj, D. Jansi Rani, P. Sundaravadivel
2nd International Conference on Machine Learning and Autonomous Systems Icmlas 2025 Proceedings, 2025
Hybrid Deep Learning Methods for Enhancing Parkinson's Disease Early Detection
S. Vijaya Amala Devi, K. Vijayalakshmi, R. Santhana Krishnan, J. Relin Francis Raj, R. Umesh, N. Soundiraraj
4th International Conference on Sentiment Analysis and Deep Learning Icsadl 2025 Proceedings, 2025
Harnessing Immersive Technologies: Insights Into Augmented and Virtual Reality Applications
K. Ramalakshmi, L. Krishna Kumari, B. Mohan, Sravan Kumar Gunturi, S. P. Santhoshkumar, R. Santhana Krishnan, J. Relin Francis Raj
AI Applications in Instructional Education Strategies, 2025
Autonomous IoT Based Floater System for Intelligent Fish Farming
R Prem Ananth, B Mohan, R Vignesh, J Relin Francis Raj, R Santhana Krishnan, CH CH V B Vasanth, S Mahalakshmi
2nd International Conference on Cognitive Green and Ubiquitous Computing IC Cgu 2025, 2025
A Deep Learning Based Approach for Tomato Leaf Disease Detection Using EfficientNetB3
L Krishna Kumari, R PremAnanth, K Ramalakshmi, Sunil Kumar Sahu, B Mohan, R Santhana Krishnan, S Mahalakshmi
2nd International Conference on Cognitive Green and Ubiquitous Computing IC Cgu 2025, 2025
Eco-Friendly Biopolymers Shaping Sustainable Food Packaging
T Saranya, P Shanmuga Priya, B Mohan, K Dhanees Surya Jenifer, J Relin Francis Raj, R Santhana Krishnan, S Mahalakshmi
2025 2nd International Conference on Integration of Computational Intelligent System Icicis 2025, 2025
IoT Enabled Smart Metering for Domestic Electrical Distribution System Using Arduino
B Mohan, S Mahalakshmi, R Prem Ananth, J Relin Francis Raj, R Santhana Krishnan, P Sundaravadivel, D Sarathkumar
3rd IEEE International Conference on Device Intelligence Computing and Communication Technologies Dicct 2025, 2025
Harnessing CNN-LSTM Fusion for Enhanced Crime Forecasting and Temporal Pattern Analysis
K. Ramalakshmi, A. Mohamed Anwar, L. Krishna Kumari, B. Mohan, R. Ranjani, R. Santhana Krishnan, J. Relin Francis Raj
AI Solutions for Detecting Cyber Attacks in Information Systems, 2025
Optimising Diabetic Retinopathy Classification using EfficientNetB7
Ajisha Mathias, J. Relin Francis Raj, S R Raja, R. Santhana Krishnan, C. Puvanadevi, S. Sujatha
4th International Conference on Sustainable Expert Systems Icses 2024 Proceedings, 2024
Blockchain-Enabled Energy Trading in Microgrids for Sustainable Computing Infrastructure
M. L. Sworna Kokila, Sunitha R, P. Kalyanakumar, J. Relin Francis Raj, R. Santhana Krishnan, S. Gopikumar
5th International Conference on Electronics and Sustainable Communication Systems Icesc 2024 Proceedings, 2024
Integrated Ensemble Framework for Real-Time Building Stability Monitoring using Accelerometers and Strain Gauges
Ezhil E. Nithila, S. Sundararajan, K. Haribabu, R. Santhana Krishnan, J. Relin Francis Raj, G. Ram Sankar
8th International Conference on I Smac Iot in Social Mobile Analytics and Cloud I Smac 2024 Proceedings, 2024
Development and Evaluation of Sequential Batch Reactor with Natural Coagulants for Dairy Waste Water Treatment
R. Sheela Daniel, S. Sundararajan, C. Antony Vasantha Kumar, J. Nirmal Jothi, R. Santhana Krishnan, C. Ramasamy Sankar Ram
Proceedings 2024 5th International Conference on Mobile Computing and Sustainable Informatics Icmcsi 2024, 2024
Resilient Framework for Next-Generation Heterogeneous Wireless Networks in Disaster Management
Ajisha Mathias, J. Relin Francis Raj, S R Raja, R. Santhana Krishnan, S. Balamurugan, G.Vinoth Rajkumar
4th International Conference on Sustainable Expert Systems Icses 2024 Proceedings, 2024
Integrated Health and Productivity Enhancement: Analyzing Correlations and Developing Targeted Improvement Strategies
R. Santhana Krishnan, V. Rajalakshmi, K. Clarinda, G. Yamini, P. Selvakumar, V. M. Sangeetha
8th International Conference on I Smac Iot in Social Mobile Analytics and Cloud I Smac 2024 Proceedings, 2024
MentalHealthAI: Utilizing Deep Learning for Accurate Stress Level Prediction
S. T. Bharathi, J. Relin Francis Raj, R. Santhana Krishnan, V. Rajalakshmi, V. Vinoth Kumar, J. V. Anchitaalagammai
3rd International Conference on Automation Computing and Renewable Systems Icacrs 2024 Proceedings, 2024
AI-Powered IoT Framework for Enhancing Building Safety through Stability Detection
S R Raja, T. Rathi Devi, J. Relin Francis Raj, V. Krishna Sankar, R. Santhana Krishnan, R. Venkatalakshmi
8th International Conference on I Smac Iot in Social Mobile Analytics and Cloud I Smac 2024 Proceedings, 2024
Designing a Resilient SDN Framework with IoT Integration for Enhanced Network Reliability
S. Jegadeesan, S. S. Aishwarya, R. G. Harshini, A. Justin Diraviam, S. Sujatha, R. Santhana Krishnan
7th International Conference on Inventive Computation Technologies Icict 2024, 2024
A Machine Learning Framework for Integrating Multi-Omics Data for Early Leukemia Detection
J. Ebens Nikshya, M. Saravana Karthikeyan, Shalini Prasad, R. Santhana Krishnan, S. Balamurugan, J. Relin Francis Raj
8th International Conference on I Smac Iot in Social Mobile Analytics and Cloud I Smac 2024 Proceedings, 2024
Deep Learning Models for Understanding Audience Sentiments in Movie Tweets
S. Ram Prasath, J.K. Jeevitha, S Margret, R. Santhana Krishnan, J. Relin Francis Raj, Ezhil E Nithila
5th International Conference on Electronics and Sustainable Communication Systems Icesc 2024 Proceedings, 2024
Towards Safer Digital Spaces: Automated Detection of Cyberbullying Through Multi-Modal Learning
M. Saravana Karthikeyan, J. Relin Francis Raj, R. Santhana Krishnan, D. Abitha Kumari, S. Murali, K. Paul Joshua
5th International Conference on Sustainable Communication Networks and Application Icscna 2024 Proceedings, 2024
Data-Driven Decision Support System for Sustainable Energy Management: An AI-IoT Fusion Approach
R. Santhana Krishnan, J. Relin Francis Raj, P. Saveetha, P. Ebby Darney, R. Rajkumar, G. Ram Sankar
Proceedings 2024 2nd International Conference on Inventive Computing and Informatics Icici 2024, 2024
Secure and Efficient Data Synchronization Techniques for Digital Twins in Fog-Edge Cloud Environments
S. Jegadeesan, R.K Hayvita, A.G Nishath, S. Ramalakshmi, R. Santhana Krishnan, A. Essaki Muthu
7th International Conference on Inventive Computation Technologies Icict 2024, 2024
Harnessing Bio-Inspired Optimization and Swarm Intelligence for Energy-Aware TinyML in IoT
P. Kalyanakumar, S. Srinivasa Pandian, S. Boopalan, D. Kani Jesintha, R. Santhana Krishnan, A. Essaki Muthu
7th International Conference on Inventive Computation Technologies Icict 2024, 2024
Enhanced Skin Diseases Prediction using DenseNet-121: Leveraging Dataset Diversity for High Accuracy Classification
R. Niranjana, T. Hemadarshana, S. Ilakkya, R.Santhana Krishnan, J.Jeniksha Epziba, T. Preetha
Proceedings of the 3rd International Conference on Applied Artificial Intelligence and Computing Icaaic 2024, 2024
AppleDiseaseNet-B7: A Robust Solution for Apple Leaf Disease Classification and Model Evaluation
Ajisha Mathias, J. Relin Francis Raj, S R Raja, R. Santhana Krishnan, G. Balamuralikrishnan, N Soundiraraj
4th International Conference on Sustainable Expert Systems Icses 2024 Proceedings, 2024
Sustainable Engineering: Predictive Modeling of Aluminum Matrix Composites using Deep Learning
J. Allwyn Kingsly Gladston, P. Neopolean, S. Sundararajan, S. Venkata Subramanian, R. Santhana Krishnan, S. Jeyapandi
Proceedings 2024 8th International Conference on Inventive Systems and Control Icisc 2024, 2024
Improving Tomato Disease Diagnosis Through ResNet50: An Innovative Approach
R. Dhamotharan, J. Relin Francis Raj, R. Santhana Krishnan, S. Kavitha, N Soundiraraj, V. Vinoth Kumar
4th International Conference on Sustainable Expert Systems Icses 2024 Proceedings, 2024
Predictive Parenting: An IoT-Enabled Cradle System with AI-Driven Sleep Pattern Analysis
I. Sakthidevi, S. Vijaya Shankar, R. Santhana Krishnan, Sincy Elezebeth Kuruvilla, M. Bharath, S. Gopikumar
Proceedings 2024 5th International Conference on Mobile Computing and Sustainable Informatics Icmcsi 2024, 2024
Combining Fuzzy Logic and Reinforcement Learning for Resource Management in Edge Computing
S. Ram Prasath, M. Selvi, R. Santhana Krishnan, Ezhil E. Nithila, P. Stella Rose Malar, G. Ram Sankar
5th International Conference on Electronics and Sustainable Communication Systems Icesc 2024 Proceedings, 2024
EMANet: Revolutionizing Energy Efficiency in Smart Spaces through Machine Learning
R. Arul Jose, C. Ramesh, R. Santhana Krishnan, C. Gayathri, G. Yamini, A. Srinivasan
Proceedings 2024 8th International Conference on Inventive Systems and Control Icisc 2024, 2024
Enhancing Agricultural IoT with Predictive Analytics and Reinforcement Learning Models
R. Santhana Krishnan, J. Relin Francis Raj, V. Bibin Christopher, N. Nandini, A. Essaki Muthu, C. Puvanadevi
2nd International Conference on Integrated Circuits and Communication Systems Icicacs 2024, 2024
MultimodNet: A Multimodal Deep Learning Model for COPD Staging based on Chest X-Ray and Pulmonary Function Tests
A. Krishnaveni, G. Vinoth Rajkumar, J. Relin Francis Raj, R. Santhana Krishnan, S. Murali, Imran Javeed Settu
3rd International Conference on Automation Computing and Renewable Systems Icacrs 2024 Proceedings, 2024
Automated Pneumonia Classification Using DensePneumoNet in Chest CT Scans
Ezhil E Nithila, Bibin Christopher V, J. Relin Francis Raj, A Srinivasan, N. Soundiraraj, R. Santhana Krishnan
5th International Conference on Electronics and Sustainable Communication Systems Icesc 2024 Proceedings, 2024
AI-Powered Demand Response Mechanisms for Sustainable Smart Grids
R. Santhana Krishnan, C. Ashokkumar, Ezhil E Nithila, N. Soundiraraj, P.Stella Rose Malar, P. Alice Rani
5th International Conference on Electronics and Sustainable Communication Systems Icesc 2024 Proceedings, 2024
Smart FuelGuard: RFID-Based Protection Against Wrong Fueling
A. Ferminus Raj, R. Santhana Krishnan, S. Abarna, M.S. Abinaya, S. Antony Micheal Jenifer, P. Jemila Reshma Fathima
8th International Conference on I Smac Iot in Social Mobile Analytics and Cloud I Smac 2024 Proceedings, 2024
Predicting Passenger Preferences: An AI-Driven Framework for Personalized Airport Lobby Experiences
R. Santhana Krishnan, D. Kirubha, V. Bibin Christopher, J. Relin Francis Raj, S. Gopikumar, P. Alice Rani
2nd International Conference on Sustainable Computing and Smart Systems Icscss 2024 Proceedings, 2024
U-Net-Attention-TBNet: A Cutting-Edge Solution for Accurate TB Lesion Segmentation and Classification
M. Saravana Karthikeyan, J. Relin Francis Raj, R. Parvathi, S. Thanga Anushya, R. Santhana Krishnan, K. Paul Joshua
8th International Conference on I Smac Iot in Social Mobile Analytics and Cloud I Smac 2024 Proceedings, 2024
Adaptive Deep Ensemble Learning for Robust Network Intrusion Detection in Industrial IoT Networks
A. Essaki Muthu, S. Balamurugan, Shalini Prasad, A. Pitchi Rani, R. Santhana Krishnan, G. Vinoth Rajkumar
Proceedings 2024 2nd International Conference on Inventive Computing and Informatics Icici 2024, 2024
A Novel AI-Driven Recommendation System for Eco-Conscious Consumers
T S Dinesh, K Ammaiyappan, G Janav, S. Gopikumar, R. Santhana Krishnan, A. Srinivasan
Proceedings 2024 8th International Conference on Inventive Systems and Control Icisc 2024, 2024
Optimizing the Shopping Experience Through Smart Trolleys with Integrated Deep Learning Techniques
T. S. Akhila, X. Arogya Presskila, P. Kalyanakumar, R. Santhana Krishnan, M. SahanaPreethi, P. Sundaravadivel
4th International Conference on Sustainable Expert Systems Icses 2024 Proceedings, 2024
An AI-Enhanced IoT Model for Three-Way Authentication and Location Tracking in Secured Jewellery Boxes
S. Sundararajan, P. Ebby Darney, K. Palanivel Rajan, A. Vegi Fernando, J. Nirmal Jothi, R. Santhana Krishnan
Proceedings 2024 5th International Conference on Mobile Computing and Sustainable Informatics Icmcsi 2024, 2024
AI-Powered Smart Waste Bins: Improving Hostel Mess Cleanliness with IoT and Machine Learning
J. Relin Francis Raj, G. Ram Sankar, M. Karthihadevi, R. Santhana Krishnan, C. Karthiga, J. Nirmal Jothi
2nd International Conference on Sustainable Computing and Smart Systems Icscss 2024 Proceedings, 2024
ForeScanGuard: Proactive Monitoring and Detection for Sustainable Forest Conservation
R. Santhana Krishnan, S. Balamurugan, M. Rekha, R Arul Jose, K. Haribabu, A. Essaki Muthu
7th International Conference on Inventive Computation Technologies Icict 2024, 2024
MangoLeafNet: Transforming Mango Leaf Disease Management with Deep Learning
J. Relin Francis Raj, S R Raja, Ezhil E Nithila, K. Haribabu, R. Santhana Krishnan, A. Essaki Muthu
4th International Conference on Sustainable Expert Systems Icses 2024 Proceedings, 2024
Power-Optimized Process Management in Heterogeneous Computing Environments
R. Santhana Krishnan, G. Vinoth Rajkumar, M L Sworna Kokila, J. Relin Francis Raj, S. Jegadeesan, S. Gopikumar
2nd International Conference on Sustainable Computing and Smart Systems Icscss 2024 Proceedings, 2024
Enhancing Animal Intrusion Detection with Raspberry Pi and Fast R-CNN: A Practical Approach for Wildlife Management
N Kanthimathi, R Sheela Daniel, R. Santhana Krishnan, J. Samuel Prabaharan, S. Gopikumar, V. Sakthi Maragatham
8th International Conference on I Smac Iot in Social Mobile Analytics and Cloud I Smac 2024 Proceedings, 2024
VitiNet: Precision Grape Disease Identification with Deep Learning
K. Palanivel Rajan, J. Relin Francis Raj, R. Santhana Krishnan, S. Vijay Shankar, V. Vinoth Kumar, S. Kavitha
3rd International Conference on Automation Computing and Renewable Systems Icacrs 2024 Proceedings, 2024
Urban Traffic Management for Reduced Emissions: AI-based Adaptive Traffic Signal Control
C. Ashokkumar, D. Abitha Kumari, S. Gopikumar, N. Anuradha, R. Santhana Krishnan, Sakthidevi. I
2nd International Conference on Sustainable Computing and Smart Systems Icscss 2024 Proceedings, 2024
ML-Driven Multifaceted Classification Framework for Transport Service Evaluation
J. Relin Francis Raj, R AruI Jose, R. Santhana Krishnan, G.Vinoth Rajkumar, B. Priyanka, G. Yamini
4th International Conference on Sustainable Expert Systems Icses 2024 Proceedings, 2024
Dynamic Energy Management and Carbon Footprint Mitigation using AI and IoT in Residential Communities
J. Relin Francis Raj, U. Karthikeyan, R. Santhana Krishnan, G. Vinoth Rajkumar, Sincy Elezebeth Kuruvilla, Sakthidevi. I
Proceedings 2024 2nd International Conference on Inventive Computing and Informatics Icici 2024, 2024
Dynamic Playlist Recommendations based on Multi-Modal Mood Detection and Contextual Learning
P. Sundaravadivel, J. Relin Francis Raj, S. Senthil Kumar, R. Santhana Krishnan, A. Essaki Muthu, M. Saravana Karthikeyan
8th International Conference on I Smac Iot in Social Mobile Analytics and Cloud I Smac 2024 Proceedings, 2024
Innovative Solar Ironing System: Combining Renewable Energy with Advanced Deep Learning Techniques
P. Priyadharshini, X. Arogya Presskila, R. Santhana Krishnan, G. Vinoth Rajkumar, V. Vinoth Kumar, G. Rekha
4th International Conference on Sustainable Expert Systems Icses 2024 Proceedings, 2024
Advancing Rose Disease Diagnosis: A Deep Learning Framework with EfficientNet-B7
S. Poornima, R. Divya, R. Santhana Krishnan, S. Jegadeesan, G. Yamini, G. Vinoth Rajkumar
8th International Conference on I Smac Iot in Social Mobile Analytics and Cloud I Smac 2024 Proceedings, 2024
Revolutionizing Home Connectivity with IoT-Enabled Smart Mirrors for Internet Browsing and Smart Home Integration
M. Manicka Prabha, S. Jegadeesan, S. D. Jayavathi, G. Vinoth Rajkumar, J. Nirmal Jothi, R. Santhana Krishnan
Proceedings 2024 5th International Conference on Mobile Computing and Sustainable Informatics Icmcsi 2024, 2024
GuardianForest: Cloud-Powered Patient Health Assurance through Isolation Forests
M. Subramanian, K. Gokulakrishnan, B. Vijaya Nirmala, S. Vijay Shankar, R. Santhana Krishnan, G. Vinoth Rajkumar
7th International Conference on Inventive Computation Technologies Icict 2024, 2024
Biodiversity in a forest ecosystem in India using environmental DNA sequence analysis of pathogen-hostile eucalyptus trees
Ram, L. Narayanan, S. Krishnan
Global Nest Journal, 2023
Computer aided detection of leaf disease in agriculture using convolution neural network based squeeze and excitation network
R. Santhana Krishnan, E. Golden Julie
Automatika, 2023
Design and comparative analysis of Inter Satellite-Optical Wireless Communication (IS-OWC) for Return to Zero (RZ) & Non-Return to Zero (NRZ) modulation formats through channel diversity technique
N. Jothi, S. Krishnan, Lakshminarayanan
Informacije MIDEM, 2023
An Intelligent IoT-Driven Smart Shopping Cart with Reinforcement Learning for Optimized Store Navigation
P. Sundara Vadivel, B. Karthika, Y. Harold Robinson, R. Santhana Krishnan, L. Rachel, S. Sundararajan
1st International Conference on Emerging Research in Computational Science Icercs 2023 Proceedings, 2023
Deep Learning Framework for Early Detection of Heart Attack Risk and Cardiovascular Conditions using Retinal Images
I. Sakthidevi, A. Srinivasan, C. Gayathri, E. Golden Julie, R. Santhana Krishnan, P. Ebby Darney
1st International Conference on Emerging Research in Computational Science Icercs 2023 Proceedings, 2023
IoT based Women Safety Bag
M. Ashok Kumar, P. Pradeepa, A. Essaki Muthu, R. Santhana Krishnan, K. Saravanan, K. Lakshmi Narayanan
International Conference on Innovative Data Communication Technologies and Application Icidca 2023 Proceedings, 2023
SENT2BAYES: A Hybrid Machine Learning Model Combining Word2vec and Multi-Nomial Naive Bayes Classifier for Movie Review Sentiment Analysis in Twitter
J. Nirmal Jothi, N Soundiraraj, P. Ebby Darney, R. Santhana Krishnan, K. Lakshmi Narayanan, S. Sundararajan
International Conference on Self Sustainable Artificial Intelligence Systems Icssas 2023 Proceedings, 2023
Internet of Things and Artificial Intelligence Enabled Smart Wheel Chair
K. Lakshmi Narayanan, R. Niranjana, S. Vinothini, R. Santhana Krishnan, G. Vinoth Rajkumar, L. Rachel
6th International Conference on Inventive Computation Technologies Icict 2023 Proceedings, 2023
Automated Process for Retinal Image Segmentation and Classification Via Deep Learning based CNN Model
D. Abitha Kumari, S. Rama Lakshmi, R. Revathy, S. Sundararajan, R. Santhana Krishnan, K. Lakshmi Narayanan
6th International Conference on Inventive Computation Technologies Icict 2023 Proceedings, 2023
Smart Swimming Pool Management System (SSPMS) using IoT
A. Sangeetha, R. Santhana Krishnan, G. Praveen Kumar, E. Golden Julie, R. Karthik Ganesh, Y. Harold Robinson
International Conference on Innovative Data Communication Technologies and Application Icidca 2023 Proceedings, 2023
Cutting Edge Ironing Technology: Smart Laundry Cart System
K. Rajkumar, A. Valli, R. Santhana Krishnan, G. Karpagarajesh, S. Sundararajan, K. Lakshmi Narayanan
Proceedings of the 4th International Conference on Smart Electronics and Communication Icosec 2023, 2023
IoT based Secured System for Cars [ISSC]
V. Krishna Sankar, G. Karpagarajesh, S. Yamunadevi, G. Vinoth Rajkumar, R. Santhana Krishnan, K. Lakshmi Narayanan
2nd International Conference on Sustainable Computing and Data Communication Systems Icscds 2023 Proceedings, 2023
IoT Enabled Waste Management Optimization Framework (IWMOF)
R. Thirupathieswaran, K. Palanivel Rajan, R. Niranjana, A. Essaki Muthu, R. Santhana Krishnan, K. Saravanan
Proceedings 2023 3rd International Conference on Pervasive Computing and Social Networking Icpcsn 2023, 2023
IoT Powered Smart Cars (ISC)
R. Santhana Krishnan, U. Narmatha, N. Preethi, G. Subhashini, J. Relin Francis Raj, K. Lakshmi Narayanan
6th International Conference on Inventive Computation Technologies Icict 2023 Proceedings, 2023
Futuristic Banking: Streamlining ATM Transactions with Fingerprint and Contactless Authentication
A. Essaki Muthu, A. Justin Diraviam, R. Niranjana, K. Saravanan, S. Sundararajan, R. Santhana Krishnan
Proceedings of the 4th International Conference on Smart Electronics and Communication Icosec 2023, 2023
IoT-Based Safe College Management System
A. Ferminus Raj, R. Santhana Krishnan, C. Antony Vasantha Kumar, S. Sundararajan, K. Lakshmi Narayanan, E. Golden Julie
Lecture Notes on Data Engineering and Communications Technologies, 2023
Revamping Urban Parking with IoT and CNN
R. Santhana Krishnan, S. Jegadeesan, N. Deepa, K. Manivannan, C. Antony Vasantha Kumar, K. Lakshmi Narayanan
International Conference on Sustainable Computing and Smart Systems Icscss 2023 Proceedings, 2023
A Novel CNN-Based IoT System Architecture for Real-Time Detection and Prevention of Animal Intrusion in Farmland
C. Ashokkumar, M. Arun Kumar, R. Santhana Krishnan, S. Mohanap Priya, K. Lakshmi Narayanan, E. Golden Julie
Proceedings of the 4th International Conference on Smart Electronics and Communication Icosec 2023, 2023
AI Enabled IoT based Intelligent Waste Water Management System for Municipal Waste Water Treatment Plant
K.Lakshmi Narayanan, R. Karthik Ganesh, S. T. Bharathi, A. Srinivasan, R. Santhana Krishnan, S. Sundararajan
6th International Conference on Inventive Computation Technologies Icict 2023 Proceedings, 2023
Smart Solar Powered System for Unauthorized Logging
S. Mathumitha Murali, S. Tharuna Shri, P. Roshini, C. Yesubai Rubavathi, R. Santhana Krishnan, K. Lakshmi Narayanan
6th International Conference on Inventive Computation Technologies Icict 2023 Proceedings, 2023
Connected Agriculture: Leveraging IoT to Revolutionize Farming Practices and Profitability
J. Allwyn Kingsly Gladston, P. Kalyanakumar, K. Rajkumar, R. Santhana Krishnan, R. Niranjana, S. Sundararajan
Proceedings of the 4th International Conference on Smart Electronics and Communication Icosec 2023, 2023
An Efficient IoT based Smart Vehicle Parking Management System
Jebashalomie Immanuel, B Bersha, M Boomadevi, N Soundiraraj, K. Lakshmi Narayanan, R. Santhana Krishnan
Proceedings 7th International Conference on Computing Methodologies and Communication Iccmc 2023, 2023
Enhancing Sentiment Analysis of Twitter Data Using Recurrent Neural Networks with Attention Mechanism
S. Nithya, X. Arogya Presskila, B. Sakthivel, R. Santhana Krishnan, K. Lakshmi Narayanan, S. Sundararajan
Proceedings of the 4th International Conference on Smart Electronics and Communication Icosec 2023, 2023
Blood Cell Counting and Malaria Pathogen Detection using Convolutional Neural Network
R. Niranjana, A. Ravi, A Meena, M S Khaashwini, T Kavya, R. Santhana Krishnan
2023 4th International Conference on Electronics and Sustainable Communication Systems Icesc 2023 Proceedings, 2023
DeepTweet: Leveraging Transformer-based Models for Enhanced Fake News Detection in Twitter Sentiment Analysis
N. Vallileka, P. Sundaravadivel, U. Karthikeyan, R. Santhana Krishnan, K. Lakshmi Narayanan, S. Sundararajan
7th International Conference on I Smac Iot in Social Mobile Analytics and Cloud I Smac 2023 Proceedings, 2023
Machine Learning Orchestration in Cloud Environments: Automating the Training and Deployment of Distributed Machine Learning AI Model
I. Sakthidevi, G. Vinoth Rajkumar, R. Sunitha, A. Sangeetha, R. Santhana Krishnan, S. Sundararajan
7th International Conference on I Smac Iot in Social Mobile Analytics and Cloud I Smac 2023 Proceedings, 2023
A Hybrid Deep Learning Based Assist System for Detection and Classification of Breast Cancer from Mammogram Images
Lakshmi Narayanan, Santhana Krishnan, Harold Robinson
International Arab Journal of Information Technology, 2022
Machine Learning Based Detection and a Novel EC-BRTT Algorithm Based Prevention of DoS Attacks in Wireless Sensor Networks
K. Lakshmi Narayanan, R. Santhana Krishnan, E. Golden Julie, Y. Harold Robinson, Vimal Shanmuganathan
Wireless Personal Communications, 2022
IoT Based Smart Assist System to Monitor Entertainment Spots Occupancy and COVID 19 Screening During the Pandemic
K. Lakshmi Narayanan, R. Santhana Krishnan, Y. Harold Robinson
Wireless Personal Communications, 2022
Effectual Gesture Controlled Smart Wheelchair for the Incapacitated
R. Niranjana, M. Ahmed Ibrahim, R. Ajay, V.B. Arunnachalam, R. Santhana Krishnan, K. Lakshmi Narayanan
3rd International Conference on Smart Electronics and Communication Icosec 2022 Proceedings, 2022
Enhancement of Data Between Devices in Wi-Fi Networks Using Security Key
C. Amarsingh Feroz, K. Lakshmi Narayanan, Aiswarya Kannan, R. Santhana Krishnan, Y. Harold Robinson, K. Precila
Lecture Notes in Electrical Engineering, 2022
Design of an Efficient IoT System for Poultry Farm Management
G. Rajakumar, K. Lakshmi Narayanan, R. Santhana Krishnan, Y. Harold Robinson, M. Subramanian, M. Asirvatham
Lecture Notes in Electrical Engineering, 2022
A Smart System for Monitoring and Identifying Pollution Free Driving Route Identifier using Internet of Things
K. Lakshmi Narayanan, R. Niranjana, R. Santhana Krishnan, M. Janaki, Janani R. P, Y. Harold Robinson
International Conference on Sustainable Computing and Data Communication Systems Icscds 2022 Proceedings, 2022
Myocardial Infarction Analysis Using Deep Learning Neural Network Based on Image Processing Approach
G. Rajakumar, V. Nagaraju, B. R. Tapas Bapu, P. Stella Rose Malar, R. Santhana Krishnan, K. Lakshmi Narayanan
Lecture Notes in Electrical Engineering, 2022
Use of Near-field Communication (NFC) and Fingerprint Technology for Authentication of ATM Transactions
K. Renuka, R. P. Janani, K. Lakshmi Narayanan, P. Kannan, R. Santhana Krishnan, Y. Harold Robinson
Lecture Notes in Networks and Systems, 2022
Solar Operated IoT based Smart System to Monitor Illegal Logging
M. Ashok Kumar, R. Santhana Krishnan, P. Manimegalai, G. Gayathry, N. Mahanathiya, G. Abinaya
7th International Conference on Communication and Electronics Systems Icces 2022 Proceedings, 2022
Secured Energy Proficient and Clustering Methodology for Wireless Sensor Networks
Y. Harold Robinson, R. Santhana Krishnan, K. Lakshmi Narayanan, A. Sangeetha, I. Sakthidevi, J. Relin Francis Raj
International Conference on Sustainable Computing and Data Communication Systems Icscds 2022 Proceedings, 2022
Design of Smart Voice Enabled Walking Stick for Visually Impaired
R. Santhana Krishnan, V. Nagaraju, N. Sasikala, K. Lakshmi Narayanan, S. Sundararajan, Y. Harold Robinson
Lecture Notes in Electrical Engineering, 2022
Intelligent Itinerant Robot [IIR] for Agricultural Farm Monitoring using IoT
R. Niranjana, R. Santhana Krishnan, K. Lakshmi Narayanan, X. Arogya Presskila, E. Golden Julie, S. Sundararajan
Proceedings of the 2nd International Conference on Artificial Intelligence and Smart Energy Icais 2022, 2022
Investigation of digital video broadcasting application employing the modulation formats like QAM and PSK using OWC, FSO, and LOS-FSO channels
G. Karpagarajesh, R. Santhana Krishnan, Y. Harold Robinson, S. Vimal, Seifedine Kadry, Yunyoung Nam
Alexandria Engineering Journal, 2022
A Hygienic Municipal Waste Collection System using IoT
P. Kalyanakumar, A. Valli, R. Santhana Krishnan, R. Niranjana, K. Lakshmi Narayanan, K. Janarthanan
6th International Conference on Electronics Communication and Aerospace Technology Iceca 2022 Proceedings, 2022
Intelligent Drowsiness and Illness Detection Assist System for Drivers
R P Janani, K. Lakshmi Narayanan, R. Santhana Krishnan, P. Kannan, R. Kabilan, N. Muthukumaran
Proceedings of the 2nd International Conference on Artificial Intelligence and Smart Energy Icais 2022, 2022
IoT based Smart Shoes for Blind people
P. Ebby Darney, A. Essaki Muthu, K. Jeyakumar, R. Santhana Krishnan, K. Lakshmi Narayanan, Y. Harold Robinson
3rd International Conference on Electronics and Sustainable Communication Systems Icesc 2022 Proceedings, 2022
Solar based Manhole Surveillance System (SMSS)
S. Sundararajan, R. Santhana Krishnan, B. Sumathi, D. Rachel, N. Iswarya, K. Manju
Proceedings 2022 6th International Conference on Intelligent Computing and Control Systems Iciccs 2022, 2022
Mobile Application Based Secured Smart Museum for COVID-19 Pandemic Situation
R. Thirupathieswaran, R. Santhana Krishnan, K. Lakshmi Narayanan, Rajkumar Krishnan, C. Ramasamy Sankar Ram, Y. Harold Robinson
International Conference on Sustainable Computing and Data Communication Systems Icscds 2022 Proceedings, 2022
IoT based Smart Accident Detection [ISAD] System for Hit and Run Cases
S. Ram Prasath, R. Santhana Krishnan, S. Mohanap Priya, M. Arun Kumar, M. Christina Ranjitham, Y. Harold Robinson
Proceedings of the International Conference on Electronics and Renewable Systems Icears 2022, 2022
Secured Door Operating Mechanism for Household during COVID-19 Pandemic
R. Santhana Krishnan, A. Essaki Muthu, M. Ashok Kumar, K. Lakshmi Narayanan, K. Saravanan, Y. Harold Robinson
2022 6th International Conference on Trends in Electronics and Informatics Icoei 2022 Proceedings, 2022
IoT based Smart Helmet for Safe Driving
R. Santhana Krishnan, R. Adhi Lakshmi, P. Kalyanakumar, K. Jeyakumar, S. Sundararajan, K. Lakshmi Narayanan
6th International Conference on Electronics Communication and Aerospace Technology Iceca 2022 Proceedings, 2022
Power Quality Analysis of High-Voltage Gain Switched LC Z-Source Inverters
P. Kannan, P. Bhuvaneswari, K. Prabhu Chandran, P. Ebby Darney, K. Lakshmi Narayanan, R. Santhana Krishnan
Lecture Notes in Electrical Engineering, 2022
Wi-Fi Based Touchless Bell Ringing System for Temples
Janani R P, Jebashalomie Inunanuel, Janaki M, Boomadevi M, Lakshmi Narayanan K, R. Santhana Krishnan
6th International Conference on Electronics Communication and Aerospace Technology Iceca 2022 Proceedings, 2022
Solar Powered Mobile Controlled Agrobot
R. Santhana Krishnan, K. Lakshmi Narayanan, E. Golden Julie, V.A. Boopesh Prashad, K. Marimuthu, S. Sundararajan
Proceedings of the 2nd International Conference on Artificial Intelligence and Smart Energy Icais 2022, 2022
A Secured Manhole Management System Using IoT and Machine Learning
R. Santhana Krishnan, A. Sangeetha, D. Abitha Kumari, N. Nandhini, G. Karpagarajesh, K. Lakshmi Narayanan, Y. Harold Robinson
Intelligent Systems Reference Library, 2022
Machine Learning Based Efficient and Secured Car Parking System
R. Santhana Krishnan, K. Lakshmi Narayanan, S. T. Bharathi, N. Deepa, S. Mathumitha Murali, M. Ashok Kumar, C. R. T. Suria Prakash
Intelligent Systems Reference Library, 2022
Internet of Things Based Smart Accident Recognition and Rescue System Using Deep Forests ML Algorithm
K. Lakshmi Narayanan, Y. Harold Robinson, Rajkumar Krishnan, C. Ramasamy Sankar Ram, R. Santhana Krishnan, R. Niranjana, A. Essaki Muthu
Intelligent Systems Reference Library, 2022
Banana Plant Disease Classification Using Hybrid Convolutional Neural Network
K. Lakshmi Narayanan, R. Santhana Krishnan, Y. Harold Robinson, E. Golden Julie, S. Vimal, V. Saravanan, M. Kaliappan
Computational Intelligence and Neuroscience, 2022
Fuzzy Guided Autonomous Nursing Robot through Wireless Beacon Network
K. Lakshmi Narayanan, R. Santhana Krishnan, Le Hoang Son, Nguyen Thanh Tung, E. Golden Julie, Y. Harold Robinson, Raghvendra Kumar, Vassilis C. Gerogiannis
Multimedia Tools and Applications, 2022
Seg-Net: Automatic Lung Infection Segmentation of COVID-19 from CT images
G. Rajakumar, R. Sharon Jeba Leela, P.Ebby Darney, K. Lakshmi Narayanan, R. Santhana Krishnan, Y. Harold Robinson
Proceedings of the 5th International Conference on Trends in Electronics and Informatics Icoei 2021, 2021
IoT based Blind People Monitoring System for Visually Impaired Care Homes
R. Santhana Krishnan, K. Lakshmi Narayanan, S. Mathumitha Murali, A. Sangeetha, C. Ramasamy Sankar Ram, Y. Harold Robinson
Proceedings of the 5th International Conference on Trends in Electronics and Informatics Icoei 2021, 2021
Hybrid Data Forwarding technique for enhanced lifetime in Wireless Sensor Networks
Y. Harold Robinson, R. Santhana Krishnan, K. Lakshmi Narayanan, Y. Reeginal, G.Vinoth Rajkumar, P.Stella Rose Malar
Proceedings of the 5th International Conference on Trends in Electronics and Informatics Icoei 2021, 2021
Enhanced location identification technique for Wireless Sensor Networks
Y. Harold Robinson, R.Ganesh Babu, K. Lakshmi Narayanan, Raikumar Krishnan, R. Santhana Krishnan, M. Paramaivaooan
Proceedings of the 5th International Conference on Trends in Electronics and Informatics Icoei 2021, 2021
Prolific Sensor Glove based Communication Device for the Disabled
R. Niranjana, P.Ebby Darney, K. Lakshmi Narayanan, R. Santhana Krishnan, A.Vegi Fernando, Y. Harold Robinson
Proceedings of the 5th International Conference on Trends in Electronics and Informatics Icoei 2021, 2021
Android application based smart bus transportation system for pandemic situations
R. Santhana Krishnan, S. Manikandan, J. Relin Francis Raj, K. Lakshmi Narayanan, Y. Harold Robinson
Proceedings of the 3rd International Conference on Intelligent Communication Technologies and Virtual Mobile Networks Icicv 2021, 2021
Improved CMOS inverter characteristics of junctionless FinFETs using gaussian doping
S. Manikandan, M. Asirvatham, R. Rini, R.Santhana krishnan, K. Lakshmi Narayanan
Proceedings of the 3rd International Conference on Intelligent Communication Technologies and Virtual Mobile Networks Icicv 2021, 2021
IoT based smart accident detection insurance claiming system
K. Lakshmi Narayanan, C. Ramasamy Sankar Ram, M. Subramanian, R. Santhana Krishnan, Y. Harold Robinson
Proceedings of the 3rd International Conference on Intelligent Communication Technologies and Virtual Mobile Networks Icicv 2021, 2021
IoT based smart rationing system
R. Santhana Krishnan, A. Sangeetha, Ashok Kumar, K. Lakshmi Narayanan, Y. Harold Robinson
Proceedings of the 3rd International Conference on Intelligent Communication Technologies and Virtual Mobile Networks Icicv 2021, 2021
Secured college bus management system using IoT for Covid-19 pandemic situation
R. Santhana Krishnan, Aiswarya Kannan, G. Manikandan, Sri Sathya KB, V. Krishna Sankar, K. Lakshmi Narayanan
Proceedings of the 3rd International Conference on Intelligent Communication Technologies and Virtual Mobile Networks Icicv 2021, 2021
Zero queue maintenance system using smart medi care application for Covid-19 pandemic situation
R. Thirupathieswaran, C.R.T Suria Prakash, R. Santhana Krishnan, K. Lakshmi Narayanan, M. Ashok Kumar, Y. Harold Robinson
Proceedings of the 3rd International Conference on Intelligent Communication Technologies and Virtual Mobile Networks Icicv 2021, 2021
Performance Assessment of Dispersion Compensation Using Fiber Bragg Grating and Dispersion Compensation Fiber Techniques
KARPAGA RAJESH, ALICE BLESSIE, SANTHANA KRISHNAN
Informacije MIDEM, 2021
Study and Develop an Effective Interfaces to Upload Data into Enterprise Resource Planning System
Y. Harold Robinson, E. Golden Julie, S. Raja, R. Santhana Krishnan
Studies in Big Data, 2021
Enhanced Hadoop Distribution File System for Providing Solution to Big Data Challenges
A. Essakimuthu, R. Karthik Ganesh, R. Santhana Krishnan, Y. Harold Robinson
Intelligent Systems Reference Library, 2021
Enhanced certificate revocation scheme with justification facility in mobile ad-hoc networks
R. Santhana Krishnan, E. Golden Julie, Y. Harold Robinson, Raghvendra Kumar, Pham Huy Thong, Le Hoang Son
Computers and Security, 2020
Internet of Green Things with autonomous wireless wheel robots against green houses and farms
C Ramasamy Sankar Ram, S Ravimaran, R Santhana Krishnan, E Golden Julie, Y Harold Robinson, Raghvendra Kumar, Le Hoang Son, Pham Huy Thong, Nguyen Quang Thanh, Mahmoud Ismail
International Journal of Distributed Sensor Networks, 2020
Fuzzy Logic based Smart Irrigation System using Internet of Things
R. Santhana Krishnan, E. Golden Julie, Y. Harold Robinson, S. Raja, Raghvendra Kumar, Pham Huy Thong, Le Hoang Son
Journal of Cleaner Production, 2020
Modified zone based intrusion detection system for security enhancement in mobile ad hoc networks
R. Santhana Krishnan, E. Golden Julie, Y. Harold Robinson, Raghvendra Kumar, Le Hoang Son, Tong Anh Tuan, Hoang Viet Long
Wireless Networks, 2020
A Comprehensive Study for Security Mechanisms in Healthcare Information Systems Using Internet of Things
Y. Harold Robinson, R. Santhana Krishnan, S. Raja
Intelligent Systems Reference Library, 2020
A new integrated approach based on the iterative super-resolution algorithm and expectation maximization for face hallucination
K. Lakshminarayanan, R. Santhana Krishnan, E. Golden Julie, Y. Harold Robinson, Raghvendra Kumar, Le Hoang Son, Trinh Xuan Hung, Pijush Samui, Phuong Thao Thi Ngo, Dieu Tien Bui
Applied Sciences Switzerland, 2020
Neighbor Knowledge-based Rebroadcast algorithm for minimizing the routing overhead in Mobile Ad-hoc Networks
Y. Harold Robinson, R. Santhana Krishnan, E. Golden Julie, Raghvendra Kumar, Le Hoang Son, Pham Huy Thong
Ad Hoc Networks, 2019
Intrusion detection using machine learning
Marco Barreno, Blaine Nelson Anthony, D Joseph, J Tygar, Yohei Okada, et al.
International Journal of Recent Technology and Engineering, 2019
A new algorithm for high power node multicasting in wireless sensor networks
R. Santhana Krishnan, E. Golden Julie, Y. Harold Robinson, Le Hoang Son, Raghvendra Kumar, Mohamed Abdel-Basset, Pham Huy Thong
IEEE Access, 2019
Quality of Service using Classified-based approach in Wireless Crop Monitoring Network model
A. Ayyasamy, R. Santhana Krishnan, Y. Harold Robinson
Proceedings of the 3rd International Conference on Communication and Electronics Systems Icces 2018, 2018

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