Publications
ACEIoT publications
2024 ACEIoT publications
- Teleza Kanthonga; Chiedza Hwata; Arthur Nathaniel Mwang’onda . Impact of the Number of Features on the Performance of a Deep Neural Network Classifier for Type-2 Diabetes Prediction; IEEE;
https://doi.org/10.1109/AAIAC60008.2023.10465564 - Arthur Nathaniel Mwang’onda; Teleza Kanthonga; Chiedza Hwata . Enhancing Medicine Supply Chain Efficiency in Rural African Healthcare through IoT-Enabled Smart Mobile Medicine Storage; IEEE;
https://doi.org/10.1109/AAIAC60008.2023.10465549 - Emmanuel Lule, Chomora Mikeka, Alexander Ngenzi, Didacienne Mukanyiligira & Parworth Musdalifah . Hardware Design and Implementation of a Low-Cost IoT-Based Fire Detection System Prototype Using Fuzzy Application Methods; Springer;
https://doi.org/10.1007/978-3-031-53552-9_6 - Doreen Thotho & Paul Macheso
Comprehensive Survey on Applications of Internet of Things, Machine Learning and Artificial Intelligence in Precision Agriculture Vol. 42 No. 4 (2023): Tanzania Journal of Engineering and Technology
Tanzania Journal of Engineering and Technology
https://doi.org/10.52339/tjet.v42i4.922 - Theofrida Julius Maginga,
Emmanuel Masabo, Pierre Bakunzibake, Kwang Soo Kim, Jimmy Nsenga
Using wavelet transform and hybrid CNN – LSTM models on VOC & ultrasound IoT sensor data for non-visual maize disease detection VOLUME 10, ISSUE 4, E26647, FEBRUARY 29, 2024
Heliyon
https://doi.org/10.1016/j.heliyon.2024.e26647 - Antoine Hitayezu; Ritha Marie Umutoni; Emmanuel Tuyishime; Kayalvizhi Jayavel; Charles Kabiri
Enhancing Road Safety with Cloud-Integrated IoT Road Signal Detection System 2023 IEEE 16th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)
IEEE
https://doi.org/10.1109/MCSoC60832.2023.00025 - Angelique Mukasine ,Louis Sibomana ,Kayalvizhi Jayavel ,Kizito Nkurikiyeyezu and Eric Hitimana
Maximizing Biogas Yield Using an Optimized Stacking Ensemble Machine Learning Approach
MDPI
https://doi.org/10.3390/en17020364
2023 ACEIoT publications
- Emmanuel Lule ,Chomora Mikeka ,Alexander Ngenzi and Didacienne Mukanyiligira . Interval Type-2 Fuzzy Model for Intelligent Fire Intensity Detection Algorithm with Decision Making in Low-Power Devices;Tech Science Press
https://doi.org/10.32604/iasc.2023.037988 - Vienna N. Katambire, Richard Musabe, Alfred Uwitonze, Didacienne Mukanyiligira
Towards the adoption of V2I to Enhance ITS in fast Developing Cities: Case of Kigali City
IEEE
https://doi.org/10.1109/ICECCME57830.2023.10253071 - Vienna N. Katambire, Richard Musabe, Alfred Uwitonze, Didacienne Mukanyiligira
Forecasting the Traffic Flow by Using ARIMA and LSTM Models: Case of Muhima Junction
Mdpi
https://doi.org/10.3390/forecast5040034 - Vienna N. Katambire, Richard Musabe, Alfred Uwitonze, Didacienne Mukanyiligira
Battery-Powered RSU Running Time Monitoring and Prediction Using ML Model Based on Received Signal Strength and Data Transmission Frequency in V2I Applications
Mdpi
https://doi.org/10.3390/s23073536 - Florence Mukamanzi ,Raja Manjula ,Raja Datta,Tejodbhav Koduru ,Damien Hanyurwimfura and Mukanyiligira Didacienne
A Total Randomized SLP-Preserving Technique with Improved Privacy and Lifetime in WSNs for IoT and the Impact of Radio Range on SLP
Mdpi
https://doi.org/10.3390/s23249623 - Opel N. Mbanzabugabo; Charles Kabiri; Kayalvizhi Jayavel; Louis Sibomana
Performance Analysis of Vehicle to Infrastructure Network
IEEE
https://doi.org/10.1109/CommNet60167.2023.10365288 - Christine Musanase, Anthony Vodacek, Damien Hanyurwimfura, Alfred Uwitonze
CALIBRATION OF FIVE-PIN SOIL SENSOR FOR SOIL MONITORING OF GREENHOUSES IN RWANDA
wcse
https://doi.org/10.18178/wcse.2023.06.039 - Gabriel Karerangabo; Egas Armando; Omar Gatera; Emmy Mugisha
Internet of Things Based Quality and Environmental Monitoring System for Cassava Value Chain
IEEE
https://doi.org/10.1109/AFRICON55910.2023.10293506 - Christine Musanase ,Anthony Vodacek ,Damien Hanyurwimfura ,Alfred Uwitonze and Innocent Kabandana
Data-Driven Analysis and Machine Learning-Based Crop and Fertilizer Recommendation System for Revolutionizing Farming Practices
MDPI
https://doi.org/10.3390/agriculture13112141 - Angelique Mukasine ,Louis Sibomana ,Kayalvizhi Jayavel ,Kizito Nkurikiyeyezu and Eric Hitimana
Correlation Analysis Model of Environment Parameters Using IoT Framework in a Biogas Energy Generation Context
MDPI
https://doi.org/10.3390/fi15080265 - Eric Nizeyimana ,Damien Hanyurwimfura ,Junseok Hwang ,Jimmy Nsenga and Dereje Regassa
Prototype of Monitoring Transportation Pollution Spikes through the Internet of Things Edge Networks
MDPI
https://doi.org/10.3390/s23218941 - Janvier Niyitegeka, Didacienne Mukanyiligira, Said Rutabayiro Ngoga, Emmanuel Masabo, Louis Sibomana & Raymond Ndacyayisaba
Employing Machine Learning and Internet of Things for Malaria Outbreak Prediction in Rwanda
springer
https://link.springer.com/chapter/10.1007/978-3-031-23636-5_26 - Margaret Bamurebe, Emmanuel Masabo & Alfred Uwitonze
Aflatoxin Prevention in Post-Harvest Maize: A Case Study of Maize Storage Facilities in Rwanda
springer
https://link.springer.com/chapter/10.1007/978-3-031-23636-5_25 - Nawoya Sarah, Ndashimye Emmanuel & Masabo Emmanuel
IoT based Monitoring System for Authorized Retail Freezer Contents for Beverage Companies
springer
https://link.springer.com/chapter/10.1007/978-3-031-23636-5_24 - Deny Beny Kamuhanda, Damien Hanyurwimfura & Philibert Nsengiyumva
IoT based Milk Monitoring in Rwanda
springer
https://link.springer.com/chapter/10.1007/978-3-031-23636-5_23 - Jean Aime Ndabahariye, Twahirwa Evariste, Damien Hanyurwimfura, Didacienne Mukanyiligira & Rwigema James
An IoT Based Embedded Gateway for Smart Health-Care (IoTEGH) Management
springer
https://link.springer.com/chapter/10.1007/978-3-031-23636-5_21 - Gibson Kimutai, Alexander Ngenzi, Rutabayiro Ngoga Said, Rose C. Ramkat & Anna Förster
Application of Computing Techniques in Monitoring Black Tea Processing for Improved Quality: Review and Future Directions
springer
https://link.springer.com/chapter/10.1007/978-3-031-23636-5_20 - Jean Louis Niragire, Damien Hanyurwimfura & Said Rutabayiro Ngoga
Power Optimization Based on Fuzzy Inference System and IoT, Case Study of University of Rwanda, College of Science and Technology, Agaciro Block Building
springer
https://link.springer.com/chapter/10.1007/978-3-031-23636-5_19 - Angel Gabriel Meela, Damien Hanyurwimfura & Abbubakar Diwani
Energy Efficient System and Forecasting Algorithm for Smart Home
springer
https://link.springer.com/chapter/10.1007/978-3-031-23636-5_18 - Esperance Nyiransabimana, Emmanuel Ndashimye & Richard Musabe Smart Car Parking System in Rwanda
springer
https://link.springer.com/chapter/10.1007/978-3-031-23636-5_17 - Ishimwe Viviane, Emmanuel Masabo, Habiyaremye Joseph, Mitsindo Rene,and Elias Bizuru IoT-Based Real-Time Crop Drying and Storage Monitoring System
Hindawi
https://doi.org/10.1155/2023/4803000 - Utkarsh Pandey,Parulpreet Singh,Raghvendra Singh,Narbada Prasad Gupta,Sandeep Kumar Arora,and Eric Nizeyimana Miniaturized Ultrawideband Microstrip Antenna for IoT-Based Wireless Body Area Network Applications
hindawi
https://doi.org/10.1155/2023/3950769 - Marumbo Sichinga, Jimmy Nsenga, Eric Nizeyimana
Integration of Vision IoT, AI-based OCR and Blockchain Ledger for Immutable Tracking of Vehicle’s Departure and Arrival Times. ICMLT ’23: Proceedings of the 2023 8th International Conference on Machine Learning TechnologiesMarch 2023Pages 249–256
DL
https://doi.org/10.1145/3589883.3589921 - C. Hwata; G. Rushingabigwi; O. Gatera; C. Twizere; D. Mukanyiligira; B. N. Thomas
Predicting the Risk of Electromagnetic Interference in Hospital Equipment Using Fuzzy Neural Networks
IEEE
https://doi.org/10.1109/PIERS59004.2023.10221355 - Arthur Nathaniel Mwang’onda and Menard Phiri
Comprehensive survey study on fifth-generation wireless network and the Internet of Things
EAI
https://doi.org/10.4108/eetiot.v9i3.2213 - Destiny Kwabla Amenyedzi; Micheline Kazeneza; Anthony Vodacek; Theofrida Julius Maginga; Frederic Nzanywayingoma; Philibert Nsengiyumva; Peace Bamurigire; Emmanuel Ndashimye
Signal Preprocessing Towards IoT Acoustic Data for Farm Pest Detection
IEEE
https://doi.org/10.1109/EUROCON56442.2023.10198956 - Micheline Kazeneza; Destiny Kwabla Amenyedzi; Anthony Vodacek; Damien Hanyurwimfura; Emmanuel Ndashimye;
Bird Sound Classification Using GLCM Features and LightGBM Applied to Farm Monitoring
IEEE
https://doi.org/10.1109/ICWOC57905.2023.10200229 - Kellen Sumwiza , Celestin Twizere , Gerard Rushingabigwi , Pierre Bakunzibake , Peace Bamurigire
Enhanced cardiovascular disease prediction model using random forest algorithm
ScienceDirect
https://doi.org/10.1016/j.imu.2023.101316 - Ritha M. Umutoni, Marvin Ogore, Damien Hanyurwimfura & Jimmy Nsenga
Integrating Analog PIR Sensor Telemetry with TinyML Inference for On-The-Edge Classification of Moving Objects
Springer
https://link.springer.com/chapter/10.1007/978-981-99-3091-3_33 - Elias Ntawuzumunsi ;Santhi Kumaran ;Louis Sibomana and Kambombo Mtonga
Design and Development of Energy Efficient Algorithm for Smart Beekeeping Device to Device Communication Based on Data Aggregation Techniques
mdpi
https://doi.org/10.3390/a16080367 - Prudence M. Mavhemwa, Marco Zennaro, Philibert Nsengiyumva & Frederic Nzanywayingoma
User-Centred Design of Machine Learning Based Internet of Medical Things (IoMT) Adaptive User Authentication Using Wearables and Smartphones
Springer
https://link.springer.com/chapter/10.1007/978-3-031-35314-7_65 - Christine Musanase, Anthony Vodacek , Damien Hanyurwimfura, Alfred Uwitonze1,2 , Aloys Fashaho , and Adrien Turamyemyirijuru
Prediction of Soil Quality in Rwanda for Ideal Cultivation of Potato () Using Fuzzy Logic and Machine Learning
ijfis
https://doi.org/10.5391/IJFIS.2023.23.2.214 - Farian S. Ishengoma, Idris A. Rai & Ignace Gatare
Autonomous System for Locating the Maize Plant Infected by Fall Armyworm
springer
https://link.springer.com/chapter/10.1007/978-3-031-35314-7_10 - Calorine Katushabe , Santhi Kumaran , Emmanuel Masabo
Internet of things based visualisation of effect of air pollution on the lungs using HEPA filters air cleaner
sciencedirect
https://doi.org/10.1016/j.heliyon.2023.e17799 - Kipngetich Godfrey;Gerard Rushingabigwi;Ayalew Belay Habtie;Ignace Gatare
Fuzzy Logic-Based Driven Model for Detection and Prediction of Diabetes Mellitus Type 2
2023 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET)
https://ieeexplore.ieee.org/document/10150948 - Kipngetich Godfrey;Ignace Gatare;Gerard Rushingabigwi
Non-Invasive IoT-Based Embedded Device for Testing Diabetes Mellitus Type 2 for Early Detection and Prediction
2023 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET)
https://doi.org/10.1109/IC_ASET58101.2023.10150822 - Louise Marie Nirere, Kayalvizhi Jayavel, Alexander Ngenzi
IoT-BASED CLIMATE CHANGE PREDICTION SYSTEM
ICSCA ’23: Proceedings of the 2023 12th International Conference on Software and Computer Applications , February 2023
https://doi.org/10.1145/3587828.3587862 - Emmanuel Bimenyimana, Philibert Nsengiyumva, Said Rutabayiro Ngoga
IoT monitoring and control system of Distribution Transformers in Rwanda
ICSCA ’23: Proceedings of the 2023 12th International Conference on Software and Computer Applications. ,February 2023
https://doi.org/10.1145/3587828.3587866 - Theodosie Uwizeyimana, Alexander Ngenzi, Enan M Nyesheja M.
IoT system to monitor health conditions of elderly
ICSCA ’23: Proceedings of the 2023 12th International Conference on Software and Computer Applications , February 2023
https://doi.org/10.1145/3587828.3587864 - Ritha M. Umutoni , Marvin M. Ogore , Rosette L. Savanna , Damien Hanyurwimfura , Jimmy Nsenga , Didacienne Mukanyirigira , Frederic Nzanywayingoma , Desire Ngabo ,Joseph Habiyaremye. Integration of TinyML-based proximity and couch sensing in wearable devices for monitoring infectious disease’s social distance compliance
ICSCA ’23: Proceedings of the 2023 12th International Conference on Software and Computer Applications , February 2023 .
https://doi.org/10.1145/3587828.3587880 - Theofrida J. Maginga , Pierre Bakunzibake , Emmanuel Masabo , Deogracious P. Massawe , Promise R. Agbedanu , Jimmy Nsenga . Design and implementation of IoT sensors for nonvisual symptoms detection on maize inoculated with Exserohilum turcicum,Smart Agricultural Technology,
https://doi.org/10.1016/j.atech.2023.100260 - Theofrida Julius Maginga, Deogracious Protas Massawe, Hellen Elias Kanyagha, Jackson Nahson & Jimmy Nsenga .
On Sensing Non-visual Symptoms of Northern Leaf Blight Inoculated Maize for Early Disease Detection Using IoT/AI,Smart Innovation, Systems and Technologies, springer,
https://doi.org/10.1007/978-981-99-2969-6_8 - Umurerwa Marie Adeline, Harerimana Gaspard & Kabandana Innocent . A Real-Time Face Recognition Attendance Using Machine LearningApplied Machine Learning and Data Analytics, springer,
https://doi.org/10.1007/978-3-031-34222-6_8 - Martin Kuradusenge ,Eric Hitimana ,Damien Hanyurwimfura ,Placide Rukundo ,Kambombo Mtonga ,Angelique Mukasine ,Claudette Uwitonze ,Jackson Ngabonziza , Angelique Uwamahoro .
Crop Yield Prediction Using Machine Learning Models: Case of Irish Potato and Maize,The Application of Machine Learning in Agriculture, MDPI,
https://doi.org/10.3390/agriculture13010225 - Farian S. Ishengoma, Idris A. Rai & Ignace Gatare
Contrast Enhancement of UAV-Based Maize Plant Images for Automatic Detection of Fall Armyworm,CoMeSySo 2022: Data Science and Algorithms in Systems , Springer,
https://doi.org/10.1007/978-3-031-21438-7_8
2022 ACEIoT publications
- Mwizerwa Maurice & Hanyurwimfura Damien .
Modeling Urban Human Mobility and Predicting Planning Transportation Facilities Using K-Means Clustering Algorithm,International Conference on Intelligent and Fuzzy Systems, Springer,
https://doi.org/10.1007/978-3-031-09176-6_38 - Eric Hitimana ,Gaurav Bajpai ,Richard Musabe ,Louis Sibomana and Kayavizhi Jayavel .
Containerized Architecture Performance Analysis for IoT Framework Based on Enhanced Fire Prevention Case Study: Rwanda,Developing New Methods of Computational Intelligence and Data Mining in Smart Sensors Environment 2022), MDPI,
https://doi.org/10.3390/s22176462 - Abdulkarim Uwizeyimana, Lambert Kavamahanga, Theodette Uwimbabazi, Damascene Uwizeyemungu,
Fideline Umwangange
Unmanned Aerial Vehicle Application in Mining User case in Rwanda,Advances in Machine Learning & Artificial Intelligence, Opastpublishers
https://www.opastpublishers.com/open-access-articles/unmanned-aerial-vehicle-application-in-mining-user-case-in-rwanda.pdf - Promise R. Agbedanu,Richard Musabe, James Rwigema,Ignace Gatare.
Using Incremental Ensemble Learning Techniques to Design Portable Intrusion Detection for Computationally Constraint Systems,Article Published in International Journal of Advanced Computer Science and Applications(IJACSA), Volume 13 Issue 11, 2022., thesai,
https://doi.org/10.14569/IJACSA.2022.0131104 - Ntivuguruzwa Jean de La Croix; Mukanyiligira Didacienne; Sibomana Louis; Jesslyn Theresia Philander; Tohari Ahmad . Internet of Things based Controlled Environment for the Production of Shiitake Mushroom, 2022 IEEE International Conference on Blockchain and Distributed Systems Security (ICBDS), IEEE
https://doi.org/10.1109/ICBDS53701.2022.9936039 - Jamila Kadam’manja; Solange Mukamurenzi; Eric Umuhoza . Smart Vital Signs Monitoring System for Patient Triage: A case of Malawi, 2022 International Conference on Computer Communication and Informatics (ICCCI), IEEE
https://doi.org/10.1109/ICCCI54379.2022.9740751 - Theofrida Maginga; Jimmy Nsenga; Pierre Bakunzibake; Emmanuel Masabo . Smallholder farmer-centric integration of IoT and Chatbot for early Maize diseases detection and management in pre-visual symptoms phase, 2022 IEEE Global Humanitarian Technology Conference (GHTC), IEEE
https://doi.org/10.1109/GHTC55712.2022.9911047 - George Yogo Odongo; Richard Musabe; Damien Hanyurwimfura; Abubakar Diwani . Condition Monitoring of Oil-immersed Transformers Using AI Edge Inference for Incipient Fault Prediction, 2022 IEEE PES/IAS PowerAfrica
https://doi.org/10.1109/PowerAfrica53997.2022.9905325 - Nancy Gupta,Navneet Gill, and Fidele Maniraguha . Modeling and Performance Optimization of a Compact Three-Petalled Flower-Like Microstrip Patch Antenna for IoT Applications, Fusion of Big Data Analytics, Machine Learning and Optimization Algorithms for Internet of Things
https://doi.org/10.1155/2022/5995213 - Alexander Kogut, Giuseppe Annino, Mohamed El Bakkali, Rachid Ahl Laamara, Sandeep Kumar Arora, D. S. Bhupal Naik, and Fidele Maniraguha . Millimeter Wave All-Around Antenna Based on Whispering Gallery Mode Dielectric Resonator for IoT-Based Applications, Fusion of Big Data Analytics, Machine Learning and Optimization Algorithms for Internet of Things
https://doi.org/10.1155/2022/5877263 - Rosemary Nalwanga ,Ayalew Belay . Fuzzy Logic based Vegetable Price prediction in IoT, Procedia Computer Science
Volume 203, 2022, Pages 807-812; Sciencedirect
https://doi.org/10.1016/j.procs.2022.07.121 - Ashay Rokade ,Manwinder Singh , Sandeep Kumar Arora ,and Eric Nizeyimana . IOT-Based Medical Informatics Farming System with Predictive Data Analytics Using Supervised Machine Learning Algorithms, Social Network-Based Medical Informatics with a Deep Learning Perspective 2022; hindawi.
https://doi.org/10.1155/2022/8434966 - Kambombo Mtonga; Santhi Kumaran; Kayalvizhi Jayavel; Omar Gatera; Willie Kasakula . An Integrated Patient Triage and Capacity Recommender System for Robust Outpatient Department Service Delivery, 2022 4th International Conference on Computer Communication and the Internet (ICCCI); IEEE
https://doi.org/10.1109/ICCCI55554.2022.9850267 - Irene Niyonambaza Mihigo ,Marco Zennaro,Alfred Uwitonze,James Rwigema,Marcelo Rovai . On-Device IoT-Based Predictive Maintenance Analytics Model: Comparing TinyLSTM and TinyModel from Edge Impulse, Sensors; mdpi
https://doi.org/10.3390/s22145174 - George Odongo; Richard Musabe; Damien Hanyurwimfura; Abubakar Bakari . An efficient LoRa-enabled smart fault detection and monitoring platform for the power distribution system using self-powered IoT devices,2022 IEEE Access ( Early Access ); IEEE
https://doi.org/10.1109/ACCESS.2022.3189002 - Geofrey Twesigye; Alexander Ngenzi; Emmanuel Ndashimye . An Embedded Fuzzy Logic Based Smart Street Lighting System,2022 IEEE Nigeria 4th International Conference on Disruptive Technologies for Sustainable Development (NIGERCON); IEEE
https://doi.org/10.1109/NIGERCON54645.2022.9803089 - Joseph HABIYAREMYE; Marco ZENNARO;Chomora MIKEKA; Emmanuel MASABO
. Development of a TinyML based four-chamber refrigerator (TBFCR) for efficiently storing pharmaceutical products: Case Study: Pharmacies in Rwanda,ICMLC 2022: 2022 14th International Conference on Machine Learning and Computing (ICMLC); ACM Digital Library
https://doi.org/10.1145/3529836.3529932 - Ntivuguruzwa Jean De La Croix; Mukanyiligira Didacienne; Sibomana Louis . Fuzzy Logic-based Shiitake Mushroom Farm Control for Harvest Enhancement, 2022 10th International Symposium on Digital Forensics and Security (ISDFS); IEEE
https://doi.org/10.1109/ISDFS55398.2022.9800832 - Florence Mukamanzi,Manjula Raja ,Tejodbhav Koduru,Raja Datta . Position-independent and Section-based Source Location Privacy Protection in WSN, IEEE Transactions on Industrial Informatics; IEEE
https://doi.org/10.1109/TII.2022.3183804 - Vallent Thokozani Felix; Hanyurwimfura Damien ,Kim Hyunsung ,Mikeka Chomora . Certificate-less authenticated key agreement scheme with anonymity for smart grid communications Journal of Intelligent & Fuzzy Systems, vol. 43, no. 2, pp. 1859-1869, 2022; iospress;
https://doi.org/10.3233/JIFS-219287 - Evariste Twahirwa, James Rwigema & Raja Datta . Context Sensing from Deployed IoT Sensors for Improved Public Transport Systems,Smart Innovation, Systems and Technologies/book series (SIST,volume 289); Springer;
https://doi.org/10.1007/978-981-19-0011-2_2 - Irene Niyonambaza Mihigo, Marco Zennaro & Alfred Uwitonze . Enhancing the Priority for the Maintenance Activities of the Hospitals’ Mechanical Equipment Using the Fuzzy Expert Systeme-Infrastructure and e-Services for Developing Countries; Springer;
https://doi.org/10.1007/978-3-031-06374-9_11 - Namuddu Haliima; Gerard Rushingabigwi; Frederic Nzanywayingoma . Design of an IoT Based Monitoring System for Expectant Rural Women in Developing Countries,2022 International Conference on Computer Science and Software Engineering (CSASE); IEEE;
https://doi.org/10.1109/CSASE51777.2022.9759594 - Abineza Claudia; Balas Valentina ;Nsengiyumva Philibert . A machine-learning-based prediction method for easy COPD classification based on pulse oximetry clinical use,Journal of Intelligent & Fuzzy Systems, vol. Pre-press, no. Pre-press, pp. 1-13, 2022; iospres;
https://doi.org/10.3233/JIFS-219270 - Uwizeyimana Abdulkarim, Kareangabo Gabriel, Umurerwa Marie Adeline, Semuranzi Damascene, Kavamahanga Lambert
and Dr. Dagmawi Lemma . Proposed Enhanced Security on Face Recognition Technology for Mobile Devices,Advances in Machine Learning & Artificial Intelligence; OPAST;
https://doi.org/10.33140/AMLAI.03.01.02 - Glorious Musangi Mark; Pierre Bakunzibake; Chomora Mikeka . Design of an IoT-based Body Mass Index (BMI) Prediction Model, 2021 4th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI); IEEE;
https://doi.org/10.1109/ISRITI54043.2021.9702866 - Evariste Twahirwa; James Rwigema; Raja Datta . Design and Deployment of Vehicular Internet of Things for Smart City Applications, Sustainability of Intelligent Transport Networks; mdpi ;
https://doi.org/10.3390/su14010176 - Eric Nizeyimana; Jimmy Nsenga; Ryosuke Shibasaki; Damien Hanyurwimfura; JunSeok Hwang . Design of Smart IoT Device for Monitoring Short-term Exposure to Air Pollution Peaks, (IJACSA) International Journal of Advanced Computer Science and Applications,
Vol. 13, No. 1, 2022; thesai ;
https://doi.org/10.14569/IJACSA.2022.0130103 - Marvin Muyonga Ogore; Kizito Nkurikiyeyezu; Jimmy Nsenga . Offline Prediction of Cholera in Rural Communal Tap Waters Using Edge AI inference, 2021 IEEE Globecom Workshops (GC Wkshps); IEEE ;
https://doi.org/10.1109/GCWkshps52748.2021.9682128 - Samson Otieno Ooko; Marvin Muyonga Ogore; Jimmy Nsenga; Marco Zennaro . TinyML in Africa: Opportunities and Challenges,2021 IEEE Globecom Workshops (GC Wkshps);
https://doi.org/10.1109/GCWkshps52748.2021.9682107
2021 ACEIoT publications
- Barbara Kabwiga Asingwire; Alexander Ngenzi; Louis Sibomana; Charles Kabiri . Performance Analysis of IoT-based Healthcare Heterogeneous Delay-sensitive Multi-Server Priority Queuing System, International Journal of Advanced Computer Science and Applications(IJACSA), Volume 12 Issue 10, 2021; SAI ;
https://doi.org/10.14569/IJACSA.2021.0121073 - Rosemary Nalwanga; Jimmy Nsenga; Gerard Rushingabigwi; Ignace Gatare . Design of an Embedded Machine Learning Based System for an Environmental-friendly Crop Prediction Using a Sustainable Soil Fertility Management, 2021 IEEE 19th Student Conference on Research and Development (SCOReD); IEEE ;
https://doi.org/10.1109/SCOReD53546.2021.9652766 - Samson Otieno Ooko; Didacienne Mukanyiligira; Jean Pierre Munyampundu; Jimmy Nsenga . Edge AI-based Respiratory Disease Recognition from Exhaled Breath Signatures, 2021 IEEE Jordan International Joint Conference on Electrical Engineering and Information Technology (JEEIT); IEEE ;
https://doi.org/10.1109/JEEIT53412.2021.9634140 - Samson Otieno Ooko; Didacienne Mukanyiligira; Jean Pierre Munyampundu; Jimmy Nsenga . Synthetic Exhaled Breath Data-Based Edge AI Model for the Prediction of Chronic Obstructive Pulmonary Disease,2021 International Conference on Computing and Communications Applications and Technologies (I3CAT); IEEE ;
https://doi.org/10.1109/I3CAT53310.2021.9629420 - Evariste Twahirwa , Moyukh Laha , James Rwigema and Raja Datta . Travel Matrix Enabled Delta-Based Roadside Units Deployment for Vehicular Ad Hoc Networks: A Case of Kigali City;Sustainable Mobility in Alternative Transport Systems; hindawi ;
https://doi.org/10.1155/2022/2809184 - E. Twahirwa, K. Mtonga, K. Jayavel, W. Kasakula, P. Bamurigire . Assessment of the Impact of COVID-19 on Operations of Local Businesses and Level of Enforcement of Public Health Safety Measure within Business Premises: A Quantitative Study of Businesses in Huye-Rwanda;Sustainability. 2021; 13(23):13013; MDPI ;
https://doi.org/10.3390/su132313013 - Kambombo Mtonga; Santhi Kumaran; Kayalvizhi Jayavel; Chomora Mikeka . Technology for improved operating room scheduling - a case of Kilimanjaro Christian Medical Center of Tanzania, International Journal of Computer Aided Engineering and Technology, 2022 Vol.16 No.1, pp.1 - 13; Inderscience ;
https://doi.org/10.1504/IJCAET.2022.119588 - 3. K. Mtonga ; G. Antoine ; K. Jayavel ; M. Nyirenda . Adaptive staff scheduling at Outpatient Department of Ntaja Health Center in Malawi - A queuing theory application, Journal of Public Health Research; jphres;
https://doi.org/10.4081/jphr.2021.2347 - Farian S.Ishengoma, Idris A.Rai ,Said Rutabayiro Ngoga . Hybrid convolution neural network model for a quicker detection of infested maize plants with fall armyworms using UAV-based images, sciencedirect, Ecological Informatics Volume 67, March 2022, 101502 ;
https://doi.org/10.1016/j.ecoinf.2021.101502 - Martin Kuradusenge; Santhi Kumaran; Marco Zennaro; Jean Baptiste Minani . Risks Reduction of Rainfall-Induced Landslides-A Site-Specific Early Warning System (SSEWS), Springer, ICT Systems and Sustainability pp 873-881 ;
https://doi.org/10.1007/978-981-16-5987-4_86 - Gibson Kimutai; Alexander Ngenzi; Said Rutabayiro Ngoga; Anna Forster . Offloading an Energy-Efficient IoT Solution to the Edge: A Practical Solution for Developing Countries,2021 IEEE Global Humanitarian Technology Conference (GHTC)
https://doi.org/10.1109/GHTC53159.2021.9612420 - Oluwatobi Oyinlola; Kayalvizhi Jayavel; Didacienne Mukanyiligira . Smart Bracelet: With Handshake Recognition For Information Exchange,2021 International Conference Engineering Technologies and Computer Science (EnT) ;IEEE
https://doi.org/10.1109/EnT52731.2021.00031 - Fidele Maniraguha; Anthony Vodacek; Emmanuel Ndashimye; Gerard Rushingabigwi . Ground Clutter Mitigation and Insect Signature Detection for Polarimetric C-Band Doppler Weather Radar,2021 IEEE Global Humanitarian Technology Conference (GHTC) ;IEEE
https://doi.org/10.1109/GHTC53159.2021.9612449 - Gatera Antoine ,Chomora Mikeka ,Gaurav Bajpai and Kayalvizhi Jayavel . Speed Management Strategy: Designing an IoT-Based Electric Vehicle Speed Control Monitoring SystemSensors/ Volume 21 Issue 19 ;MDPI
https://doi.org/10.3390/s21196670 - Clement Regis Tuyishime; Frederic Nzanywayingoma; Omar Gatera . IoT-based Intelligent Energy Efficiency Management System for Smart Industries (IoT-IEEMS)2021 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT);IEEE
https://doi.org/10.1109/IAICT52856.2021.9532542 - Omar H. Kombo; Santhi Kumaran; Alastair Bovim . Design and Application of a Low-cost, Low-Power, LoRa-GSM, IoT Enabled System for Monitoring of Groundwater Resources with Energy Harvesting Integration IEEE Access ( Early Access );IEEE
https://doi.org/10.1109/ACCESS.2021.3112519 - Martin Kuradusenge, Santhi Kumaran, Marco Zennaro, and Albert Niyonzima . Experimental Study of Site-Specific Soil Water Content and Rainfall Inducing Shallow Landslides: Case of Gakenke District, Rwanda Volume 2021 |Article ID 7194988 ;Hindawi
https://doi.org/10.1155/2021/7194988 - Peace Bamurigire; Anthony Vodacek; Kayalvizhi Jayavel; Said Rutabayiro Ngoga . A decision-making module for fertilization and irrigation control system in rice farming using Markov Chain Process and SARSA algorithms. 2021 The 11th International Workshop on Computer Science and Engineering (WCSE 2021), pp. 367-372, Shanghai, China, June 19-21, 2021 ;WCSE
https://doi.org/10.18178/wcse.2021.06.052 - Tuyisenge Jean Claude; Ishimwe Viviane; Iradukunda Jean Paul; Mukanyiligira Didacienne . Development of Security Starting System for Vehicles Based on IoT. 2021 International Conference on Information Technology (ICIT);IEEE
https://doi.org/10.1109/ICIT52682.2021.9491637 - Calorine Katushabe ; Santhi Kumaran and Emmanuel Masabo . Fuzzy Based Prediction Model for Air Quality Monitoring for Kampala City in East Africa.Appl. Syst. Innov. 2021, 4(3), 44; MDPI
https://doi.org/10.3390/asi4030044 - Gibson Kimutai; Alexander Ngenzi; Said Rutabayiro Ngoga; Rose C. Ramkat and Anna Förster . An internet of things (IoT)-based optimum tea fermentation detection model using convolutional neural networks (CNNs) and majority voting techniques.;Journal of Sensors and Sensor Systems;J. Sens. Sens. Syst., 10, 153–162, 2021; Volume 10, issue 2
;JSSS ;
https://doi.org/10.5194/jsss-10-153-2021 - Mtonga Kambombo; Twahirwa, Evariste; Kumaran, Santhi; and Jayavel, Kayalvizhi . Modelling Classroom Space Allocation at University of Rwanda-A Linear Programming Approach.;Applications and Applied Mathematics: An International Journal (AAM), Vol. 16, Iss. 1, Article 40;digitalcommons
https://digitalcommons.pvamu.edu/aam/vol16/iss1/40 - Evariste Twahirwa; Kambombo Mtonga; Desire Ngabo; Santhi Kumaran . A LoRa enabled IoT-based Air Quality Monitoring System for Smart City.;2021 IEEE World AI IoT Congress (AIIoT);IEEE
https://doi.org/10.1109/AIIoT52608.2021.9454232 - Eric Nizeyimana; Damien Hanyurwimfura; Ryosuke Shibasaki; Jimmy Nsenga . Design of a Decentralized and Predictive Real-Time Framework for Air Pollution Spikes Monitoring.;2021 IEEE 6th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA);IEEE
https://doi.org/10.1109/ICCCBDA51879.2021.9442611 - Paul Macheso; Sylvester Chisale; Chisomo Daka; Nelson Dzupire; Justice Mlatho; Didacienne Mukanyirigira . Design of Standalone Asynchronous ESP32 Web-Server for Temperature and Humidity Monitoring.;2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS);IEEE
https://doi.org/10.1109/ICACCS51430.2021.9441845 - Paul Stone Brown Macheso; Louis Sibomana; Ignace Gatare . Design of Energy Monitoring System for Traditional Factories.; 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS),IEEE
https://doi.org/10.1109/ICACCS51430.2021.9441926 - Jennifer Batamuliza and Damien Hanyurwimfura . An Anonymous Identity-based With Bilateral Protocol for Smart Grid.The International Arab Journal of Information Technology, Vol. 18, No. 3A, Special Issue 2021;
https://iajit.org/PDF/Special%20Issue%202021,%20No.%203A/20681.pdf
- Elias Ntawuzumunsi ; Santhi Kumaran and Louis Sibomana . Self-Powered Smart Beehive Monitoring and Control System (SBMaCS).Sensors 2021, 21(10), 3522;
- Joseph Habiyaremye ; Marco Zennaro; Chomora Mikeka; Emmanuel Masabo; Kayalvizhi Jayavel and Santhi Kumaran . A Data-Driven Predictive Machine Learning Model for Efficiently Storing Temperature-Sensitive Medical Products, Such as Vaccines: Case Study: Pharmacies in Rwanda ; Edge Computing for Healthcare Engineering ;
- Paul Macheso; Sylvester William Chisale . Smart Air Quality Index Monitoring for Education Institutions: Case of Chancellor College; 2021 International Conference on Computer Communication and Informatics (ICCCI).
https://doi.org/10.1109/ICCCI50826.2021.9402309 - Thokozani Felix Vallent ;Damien Hanyurwimfura ;Chomora Mikeka . Efficient Certificate-Less Aggregate Signature Scheme with Conditional Privacy-Preservation for Vehicular Ad Hoc Networks Enhanced Smart Grid System;MDPI-Sensors 2021
https://doi.org/10.3390/s21092900 - George Odongo ;Richard Musabe; Damien Hanyurwimfura . A Multinomial DGA Classifier for Incipient Fault Detection in Oil-Impregnated Power Transformers;MDPI-Algorithms 2021;
- Paul Macheso; Tiwonge D. Manda; Sylvester Chisale; Nelson Dzupire; Justice Mlatho; Didacienne Mukanyiligira . Design of ESP8266 Smart Home Using MQTT and Node-RED. 2021 International Conference on Artificial Intelligence and Smart Systems (ICAIS)
https://doi.org/10.1109/ICAIS50930.2021.9396027 - Farian Severine Ishengoma; Idris A.Rai ;Rutabayiro NgogaSaid . Identification of maize leaves infected by fall armyworms using UAV-based imagery and convolutional neural networks;Computers and Electronics in Agriculture
Volume 184, May 2021, 106124 - Gibson Kimutai ,Alexander Ngenzi ,Rutabayiro Ngoga Said ,Rose C. Ramkat and Anna Förster . A Data Descriptor for Black Tea Fermentation Dataset;
Data 2021; MDPI
https://doi.org/10.3390/data6030034 - Eric Byiringiro ,Emmanuel Ndashimye , Innocent Kabandana . Smart Soil Monitoring Application (Case Study: Rwanda);
;Springer, Cham
https://doi.org/10.1007/978-3-030-73100-7_16 - Eric Hitimana ;Gaurav Bajpai ;Richard Musabe ;Louis Sibomana and Jayavel Kayalvizhi . Implementation of IoT Framework with Data Analysis Using Deep Learning Methods for Occupancy;
Future Internet 2021; MDPI
https://doi.org/10.3390/fi13030067 - Eric Hitimana, Gaurav Bajpai, Richard Musabe, Louis Sibomana & Jayavel Kayalvizhi . IoT Application for Spruce Fire Detection in Rwanda
ICT Analysis and Applications pp 823–831; Springer
https://doi.org/10.1007/978-981-16-5655-2_79 - Joseph Henry Anajemba; Tang Yue; Celestine Iwendi; Pushpita Chatterjee; Desire Ngabo; Waleed S. Alnumay; . A Secure Multi-user Privacy Technique for Wireless IoT Networks using Stochastic Privacy Optimization;IEEE Internet of Things Journal ( Early Access ); IEEE
https://doi.org/10.1109/JIOT.2021.3050755 - Samson Otieno Ooko; Jamila Kadam’manja; Marie Grace Uwizeye; Dagmawi Lemma. Security Issues in IPv6 over Low-Power Wireless Personal Area Networks (6LoWPAN): A Review; IEEE
https://doi.org/10.1109/ACIT50332.2020.9300080 - Maniraguha Fidele; Hanyurwimfura Damien; Nizeyimana Eric; . Effect of Window Size on PAPR Reduction in 4G LTE Network Using Peak Windowing Algorithm in Presence of Non-linear HPA;2020 IEEE 5th International Conference on Signal and Image Processing (ICSIP); IEEE
https://doi.org/10.1109/ICSIP49896.2020.9339272 - Tuyisenge Jean Claude; Nirere Gaudence; Mukanyiligira Didacienne; Nyakuri Jean Pierre . Fuzzy logic Applied to Smart Baby’s Health and Feeding Sequence Monitoring System;2020 21st International Arab Conference on Information Technology (ACIT); IEEE
https://doi.org/10.1109/ACIT50332.2020.9300087 - Jennifer Batamuliza; Damien Hanyurwimfura . A secure and efficient anonymous certificateless signcryption for Key Distribution Scheme for Smart Grid;2020 21st International Arab Conference on Information Technology (ACIT); IEEE
https://doi.org/10.1109/ACIT50332.2020.9300057 - Twahirwa Evariste,Willie Kasakula,James Rwigema,Raja Datta . Pollution Context-Aware Representation in Vehicular Internet of Things for Smart Cities;Distributed Computing for Emerging Smart Networks; springer
https://doi.org/10.1007/978-3-030-65810-6_2
2020 ACEIoT publications
- Irene Niyonambaza,Marco Zennaro and Alfred Uwitonze . Predictive Maintenance (PdM) Structure Using Internet of Things (IoT) for Mechanical Equipment Used into Hospitals in Rwanda; Future Internet 2020; MDPI
https://doi.org/10.3390/fi12120224 - Joseph Habiyaremye , Marco Zennaro , Chomora Mikeka,Emmanuel Masabo,Santhi Kumaran and Kayalvizhi Jayavel . GPRS Sensor Node Battery Life Span Prediction Based on Received Signal Quality: Experimental Study; Wireless IoT Network Protocols; MDPI
https://doi.org/10.3390/info11110524 - Peace Bamurigire , Anthony Vodacek , Andras Valko and Said Rutabayiro Ngoga . Simulation of Internet of Things Water Management for Efficient Rice Irrigation in Rwanda; Agriculture; MDPI
https://doi.org/10.3390/agriculture10100431 - Twahirwa Evariste,Willie Kasakula ,James Rwigema and Raja Datta . Optimal Exploitation of On-Street Parked Vehicles as Roadside Gateways for Social IoV—A Case of Kigali City;J. Open Innov. Technol. Mark. Complex.; MDPI
https://doi.org/10.3390/joitmc6030073 - Jennifer Batamuliza & Damien Hanyurwimfura .Identity based encryption with equality test ;Information Security Journal: A Global Perspective; Taylor & Francis Online;
https://doi.org/10.1080/19393555.2020.1811924 - Vincent Havyarimana , Zhu Xiao, Pierre Claver Bizimana , Damien Hanyurwimfura and Hongbo Jiang . Toward Accurate Inter-vehicle Distances based on GNSS Pseudorange Measurements in a non-Gaussian Generalized Error Distribution Environment; IEEE Transactions on Instrumentation and Measurement; IEEE;
https://doi.org/10.1109/TIM.2020.3016707 - Emmanuel Masabo, Kyanda Swaib Kaawaase, Julianne Sansa-Otim, John Ngubiri & Damien Hanyurwimfura . Improvement of Malware Classification Using Hybrid Feature Engineering; springer;
https://doi.org/10.1007/s42979-019-0017-9 - Martin Kuradusenge ,Santhi Kumaran and Marco Zennaro .Rainfall-Induced Landslide Prediction Using Machine Learning Models: The Case of Ngororero District, Rwanda; Int. J. Environ. Res. Public Health ; IJERPH ;
https://doi.org/10.3390/ijerph17114147 - Gibson Kimutai ,Alexander Ngenzi ,Rutabayiro Ngoga Said ,Ambrose Kiprop and Anna Förster . An Optimum Tea Fermentation Detection Model Based on Deep Convolutional Neural Networks; Machine Learning in Image Analysis and Pattern Recognition; MDPI;
https://doi.org/10.3390/data5020044 - Omar Haji Kombo ,Santhi Kumaran ,Yahya H. Sheikh ,Alastair Bovim and Kayalvizhi Jayavel .Long-Term Groundwater Level Prediction Model Based on Hybrid KNN-RF Technique; Hydrology ; MDPI;
https://doi.org/10.3390/hydrology7030059 - Emmanuel Lule ,Chomora Mikeka ,Alexander Ngenzi and Didacienne Mukanyiligira . Design of an IoT-Based Fuzzy Approximation Prediction Model for Early Fire Detection to Aid Public Safety and Control in the Local Urban Markets; Symmetry ; MDPI;
https://doi.org/10.3390/sym12091391
2019 ACEIoT publications
- Kambombo Mtonga,Willie Kasakula ,Santhi Kumaran ,Kayalvizhi Jayavel ,Jimmy Nsenga and Chomora Mikeka . A Distance Integrated Triage System for Crowded Health Centers; Learning and Analytics in Intelligent Systems; Springer ;
https://doi.org/10.1007/978-3-030-36778-7_33 - Elias NTAWUZUMUNSI, Santhi KUMARAN . Design and Implementation of Smart Bees Hiving & Monitoring System; IST-Africa Week Conference (IST-Africa); IEEE;
https://doi.org/10.23919/ISTAFRICA.2019.8764856 - G. Rushingabigwi , P. Nsengiyumva , C. Twizere , L. Sibomana ,D. Hanyurwimfura , F. Zimulinda , I. Gatare and W. Kalisa . Remote Sensing Data Analysis for the Effects of Three Selected Aerosols on Both Energy Budgets and Health: A Case of South-West Asia;
Photonics & Electromagnetics Research Symposium - Fall (PIERS - Fall); IEEE ;
https://doi.org/10.1109/PIERS-Fall48861.2019.9021726/"> - Kambombo Mtonga ,Santhi Kumaran ,Chomora Mikeka ,Kayalvizhi Jayavel and Jimmy Nsenga . Machine Learning-Based Patient Load Prediction and IoT Integrated Intelligent Patient Transfer Systems; Future Internet; MDPI ;
https://doi.org/10.3390/fi11110236
2018 ACEIoT publications
- Damien Hanyurwimfura , Eric Nizeyimana , Faustine Ndikumana , Didacienne Mukanyiligira , Abubakar Bakar Diwani and Florence Mukamanzi . Monitoring System to Strive against Fall Armyworm in Crops Case Study: Maize in Rwanda; IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). IEEE ;
https://doi.org/10.1109/SmartWorld.2018.00046 - Emmanuel Masabo, Kyanda Swaib Kaawaase, Julianne Sansa-Otim , John Ngubiri and Damien Hanyurwimfura . A state of the art survey on polymorphic malware analysis and detection techniques; ICT Academy of Tamil Nadu. ICTACT Journal on Soft Computing;
http://ictactjournals.in/ArticleDetails.aspx?id=3522 - Charles Kabiri and Emmanuel Ntirenganya . Outage Analysis in Wireless-Powered CCRN Networks with Ambient Backscattering; International Conference on Advanced Technologies for Communications (ATC);IEEE ;
https://doi.org/10.1109/ATC.2018.8587508 - Emmanuel Masabo , Kyanda Swaib Kaawaase, Julianne Sansa-Otim and Damien Hanyurwimfura . Structural Feature Engineering Approach for Detecting Polymorphic Malware; IEEE 15th Intl Conf on Dependable, Autonomic and Secure Computing, 15th Intl Conf on Pervasive Intelligence and Computing, 3rd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech); IEEE;
https://doi.org/10.1109/DASC-PICom-DataCom-CyberSciTec.2017.125 - Vincent Havyarimana , Damien Hanyurwimfura , Philibert Nsengiyumva and ZhuXiaoc . A novel hybrid approach based-SRG model for vehicle position prediction in multi-GPS outage conditions ; Information Fusion; Science Direct ;
https://doi.org/10.1016/j.inffus.2017.07.002 - Rchard Musabe , V. Mugongo Ushindi , Said Rutabayiro Ngoga , Célestin Twizere and Gaurav Bajpai . Analysis on how to improve throughput efficiently in LTE-advanced network controlled D2D communication ; International Conference on Information and Communication Technology Convergence (ICTC); IEEE ;
https://doi.org/10.1109/ICTC.2017.8190956