Dr. Kayalvizhi Jayavel Ph.D

Maximizing Biogas Yield Using an Optimized Stacking Ensemble Machine Learning Approach

Energies 2024

With Mukasine A, Sibomana L, Nkurikiyeyezu K, Hitimana E.

Leveraging Machine Learning and Raspberry Pi for Enhanced Wildlife Remote Monitoring and Localization.

In: Silhavy, R., Silhavy, P. (eds) Software Engineering Methods in Systems and Network Systems. CoMeSySo 2023. Lecture Notes in Networks and Systems, vol 909. Springer, Cham.

With Manzi, F., Tuyishime, E., Hitayezu, A., Muhawenayo, G., Nsengiyumva, P.

Correlation Analysis Model of Environment Parameters Using IoT Framework in a Biogas Energy Generation Context

Future Internet 2023

With Angelique Mukasine, Louis Sibomana, Kizito Nkurikiyeyezu, Eric Hitimana

Enhancing Road Safety with Cloud-Integrated IoT Road Signal Detection System

International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Singapore, 2023, pp. 117-122, doi: 10.1109/MCSoC60832.2023.00025

With A. Hitayezu, R. M. Umutoni, E. Tuyishime, C. Kabiri

Performance Analysis of Vehicle to Infrastructure Network

2023 6th International Conference on Advanced Communication Technologies and Networking (CommNet), Rabat, Morocco, 2023, pp. 1-6, doi: 10.1109/CommNet60167.2023.10365288

With O. N. Mbanzabugabo, C. Kabiri, K. Jayavel and L. Sibomana

Regional feature learning using attribute structural analysis in bipartite attention framework for vehicle re-identification

International Journal of Electrical and Computer Engineering (IJECE) 2023 p-ISSN 2088-8708, e-ISSN 2722-2578

With Cynthia Sherin

Histopathology exploratory evidence of discrepancy detection of carcinoma in the colorectal region using integrated CNN-GradCAM

AIP Conference Proceedings (2023)

With Akella S. Narasimha Raju, Thulasi Rajalakshmi

Containerized Architecture Performance Analysis For IoT Framework based On Enhanced Fire Prevention Case Study: Rwanda, 2022

MDPI Sensors

With Eric HITIMANA, Gaurav Bajpai, Richard Musabe, Louis Sibomana

Implementation of Blockchain in Automotive Industry to Secure Connected Vehicle Data: Study and Analysis

In: Malhotra, R., Sumalatha, L., Yassin, S.M.W., Patgiri, R., Muppalaneni, (eds) High Performance Computing, Smart Devices and Networks. CHSN 2022. Lecture Notes in Electrical Engineering, vol 1087. Springer, Singapore

With Viswanadham, Y.V.R.S

Adaptive staff scheduling at Outpatient Department of Ntaja Health Center in Malawi - A queuing theory application, 2022

J Public Health Res

With Mtonga K, Gatera A, Nyirenda M, Kumaran S

Intelligent recognition of colorectal cancer combining application of computer-assisted diagnosis with deep learning approaches, 2022

International Journal of Electrical and Computer Engineering

With Narasimha Raju A.S and Rajalakshmi T

Distributed Streaming Big Data Analytics for Internet of Things (IoT), 2022

Research Anthology on Big Data Analytics, Architectures, and Applications

With Sornalakshmi K

Operational Technology Driven Smart Navigator

International Conference on Computer Communication and Informatics, ICCCI

With Gorav R, Murali A, Karthik S, Mtonga K

Missing Data Estimation and Imputation Algorithm for Wireless Sensor Network Applications, 2022

International Conference on Computer Communication and Informatics (ICCCI)

With L. N. B. Srinivas

Hydropower Energy Generation Prediction Model: A Machine Learning Approch, 2022

International Conference on Computer Communication and Informatics (ICCCI)

With S. A. Prakash, D. Shah and K. Mtonga

Building a Recommendation System for Career Advice for Students from Professionals, 2022

International Conference on Computer Communication and Informatics (ICCCI)

With I. Dutta, A. Shah, M. M. Safa

A Review on Real-Time Sign Language Recognition, 2022

International Conference on Computer Communication and Informatics (ICCCI)

With D. Sau, S. Dhol, M. K

An IoT-Enabled Healthcare System: Auto-predictive Colorectal Cancer with Colonoscopy Images Combined with the Convolutional Neural Network, 2022

Satyanarayana, C., Samanta, D., Gao, XZ., Kapoor, R.K. (eds) High Performance Computing and Networking.

With Raju A.S.N., Rajalakshmi T

AI-Driven Prediction and Data Analytics for Neurological Disorders—A Case Study of Multiple Sclerosis.

In: Singh, P., Singh, D., Tiwari, V., Misra, S. (eds) Machine Learning and Computational Intelligence Techniques for Data Engineering. MISP 2022. Lecture Notes in Electrical Engineering, vol 998. Springer, Singapore.

With Vergis, N., Shrivastava, S., Srinivas, L.

Blockchain Implementation in IoT Privacy and Cyber Security Feasibility Study and Analysis, 2022

Satyanarayana, C., Samanta, D., Gao, XZ., Kapoor, R.K. (eds) High Performance Computing and Networking.

With Viswanadham, Y.V.R.S

Automotive RADAR Human Classification Algorithm Through Simulation Analysis: Basics and Practical Challenges, 2022

Satyanarayana, C., Samanta, D., Gao, XZ., Kapoor, R.K. (eds) High Performance Computing and Networking.

With James, A.J

Smart Bracelet: With Handshake Recognition For Information Exchange (2021)

International Conference Engineering Technologies and Computer Science (EnT), 2021

With O. Oyinlola, University of Rwanda

Speed Management Strategy: Designing an IoT-Based Electric Vehicle Speed Control Monitoring System (2021)

Sensors

With Antoine Gatera, University of Rwanda

Implementation of IoT Framework with Data Analysis Using Deep Learning Methods for Occupancy Prediction in a Building (2021)

Future Internet

With Eric Hitimana, University of Rwanda

Towards a Framework for Context - Aware Intelligent Transportation System: Case of Kigali (2021)

6th Edition ICT4SD International ICT Summit & Awards, Goa, India

With Antoine Gatera, University of Rwanda

IoT Application for Spruce Fire Detection in Rwanda (2021)

6th Edition ICT4SD International ICT Summit & Awards, Goa, India

With Eric HITIMANA, University of Rwanda

A Decision - making Module for Fertilization and Irrigation Control System in Rice Farming Using Markov Chain Process and SARSA Algorithms (2021)

11th International Workshop on Computer Science and Engineering (WCSE 2021)

With Peace Bamurigire, *Anthony Vodacek, Said Rutabayiro Ngoga, University of Rwanda, *Rochester Institute of Technology, Rochester, NY, USA

Technology for improved operating room scheduling - a case of Kilimanjaro Christian Medical Center of Tanzania (2021)

International Journal of Computer Aided Engineering and Technology

With Mtonga, Kambombo, University of Rwanda

Intelligent recognition of colorectal cancer combining application of computer - assisted diagnosis with deep learning approaches (2022)

International Journal of Electrical and Computer Engineering (IJECE)

With Akella S. Narasimha Raju, SRMIST

A fully integrated violence detection system using CNN and LSTM (2021)

International Journal of Electrical and Computer Engineering

With Sarthak Sharma, SRMIST

RescueAlert - an accident detection and rescue mechanism (2021)

International Journal of Electrical and Computer Engineering

With Utkarsh Singh, SRMIST

Modelling Classroom Space Allocation at University of Rwanda - A Linear Programming Approach (2021)

Applications and Applied Mathematics: An International Journal (AAM)

With Mtonga, Kambombo, University of Rwanda

Technology for improved operating room scheduling - A case of Kilimanjaro Christian Medical Center (2021).

(Under Review)

Int. Journal of Comp. Aided Eng. & Tech

With Mtonga K, University of Rwanda

An Integrated Patient Triage and Capacity Recommender System for Robust Outpatient Department Service Delivery (2021).

(Under Review)

Journal of Technology and Health Care

With Mtonga K, University of Rwanda

A Data-Driven Predictive Machine Learning Model for Efficiently Storing Temperature-Sensitive Medical Products, Such as Vaccines: Case Study: Pharmacies in Rwanda (2021).

Journal for Healthcare Engineering

With Joseph Habiyaremye, University of Rwanda

Virtual Aided Teacher-Learner Relationship- A Text Analytical Approach for Improved Behavior Analysis (2020).

Sixth International Conference on e-Learning (econf)

With Mtonga K, University of Rwanda

Long-term Groundwater Level Prediction Model Based on Hybrid KNN-RF (2020).

Hydrology

With Omar H. Kombo, University of Rwanda

GPRS Sensor node Battery life span prediction basing on received signal quality: Experimental study (2020).

Information

With Joseph Habiyaremye, University of Rwanda

Design and implementation of IoT Testbed with improved reliability using conditional probability techniques (2020).

International Conference on I-SMAC, 2020

With Kanagaraj Venusamy, AL Musanna College of Technology Muladdha, Sultanate of Oman

Cloud Intelligent based Reference model for Voice-Interactive Application Suites (2020).

2nd International Conference on Inventive Research in Computing Applications.

With Warren, SRMIST

Data Collection and Deep Learning for Traffic and Road Infrastructure Management (2020).

Artificial Intelligence Techniques for Advanced Computing Applications, Lecture Notes in Networks and Systems

With Surya Rajendran, SRMIST

Machine Learning-Based Patient Load Prediction and IoT Integrated Intelligent Patient Transfer Systems (2019).

Journal of Future Internet

With Mtonga K, University of Rwanda

A Distance Integrated Triage System for Crowded Health Centers (2019).

International Conference Europe Middle East & North Africa Information Systems Technologies to Support Learning (EMENA-ISTL 2019). Innovation in Information Systems and Technologies to Support Learning Research.

With Mtonga K, University of Rwanda

Handbook of Research on Big Data Storage and Visualization Techniques (2018).

Book Chapter, IGI Global

With Sorna Lakshmi, SRMIST

Implementation of IoT development framework as utility through API (2018).

International Journal of Pure and Applied Mathematics

With Dr. V. Nagarajan, SRMIST

IOT based visualization of weightage based static task scheduling algorithm in datacenter (2018).

International Journal of Engineering and Technology

With Preethi, SRMIST

Efficient and Smart Energy Consumption System Using IOT and Analytics (2018).

Journal of Advanced Research in Dynamic Control Systems

With Mayank Gupta, SRMIST

Open IoT testbed utility cum development framework with virtualized services managed through software defined control plane - Performance enhanced in terms of time and resource utilization (2017).

International Journal of Pure and Applied Mathematics

With Dr. V. Nagarajan, SRMIST

An analysis of IOT test beds with application in the field of medicine and health care (2017).

Research Journal of Pharmacy and Technology

With Dr. V. Nagarajan, SRMIST

Gas Leakage Detection and Smart Alerting and prediction using IoT (2017).

IEEE Digital Explore

With Asmitha Varma, Manu Jain, SRMIST

Fruit Ripeness Testing System (2017).

International Journal of Pure and Applied Mathematics

With Arjun Ramesan, SRMIST

Survey of Migration, Integration and Interconnection Techniques of Data Centric Networks to Internet- Towards Internet of Things (IoT) (2016).

Indian Journal of Science and Technology

With Dr. V. Nagarajan, SRMIST

An Automatic Fan Speed Controller Leveraging Internet of Things (2015).

International Journal of Research in Engineering &Advanced Technology

With Gokul Ashok, SRMIST

NFC Enabled Smartphone Application for Mundane Activities (2015).

International Journal of Emerging Trends in Science and Technology

With Pavithra

Energy Efficient Smart Phone Application for Navigation cum 360 Destination Reach using PNT user Equipment Modernization Architecture (2015).

International Journal of Linguistics and Computational Applications

With Anand, SRMIST

RSSI Based Power Optimization (2013).

Wireless Sensor Networks, IJARCSSE

With Leburu Uday Kumar Reddy, SRMIST

By Using The Novel Decision-Tree Based On Hierarchical Distributed Data Will Classified In WSN (2013).

IJAEM

With Dadi Narendra, SRMIST

A perspective of Cognitive Radio in Wireless Sensor Network - A Survey (2013).

IJARCSSE

With Abhiraami, SRMIST

An Enhanced Architecture for an Infrastructure based Middle-ware using Adaptive Network Coding and Global Data Formatting to Achieve Efficient IoTs (2013).

International Journal of Computer Applications

With Dr. V.Nagarajan, Sheikh Jaaved Hassan, SRMIST

Survey on Architecture and Protocols for Energy Management System, OASIS Energy Interoperation (2011).

International conference on communication Systems

Deepak, Mohit Garg, Yumi Hirano, Toshiya Okabae (NEC, Japan)