Publications

ACEIoT publications

2022 ACEIoT publications
  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. Joseph HABIYAREMYE; Marco ZENNARO;Chomora MIKEKA; Emmanuel MASAB
    . 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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

  28. Elias Ntawuzumunsi ; Santhi Kumaran and Louis Sibomana . Self-Powered Smart Beehive Monitoring and Control System (SBMaCS).Sensors 2021, 21(10), 3522;

    https://doi.org/10.3390/s21103522

  29. 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 ;

    https://doi.org/10.1155/2021/9990552

  30. 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
  31. 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
  32. George Odongo ;Richard Musabe; Damien Hanyurwimfura . A Multinomial DGA Classifier for Incipient Fault Detection in Oil-Impregnated Power Transformers;MDPI-Algorithms 2021;

    https://doi.org/10.3390/a14040128

  33. 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
  34. 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

    https://doi.org/10.1016/j.compag.2021.106124

  35. 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
  36. 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
  37. 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
  38. 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
  39. 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
  40. 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
  41. 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
  42. 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
  43. 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
  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  1. 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
  2. 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
  3. 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/">
  4. 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
  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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