ACEIoT publications

2021 ACEIoT publications
  • 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;

    https://doi.org/10.3390/s21103522

  • 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

  • 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;

    https://doi.org/10.3390/a14040128

  • 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

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