KYAMAKYA KYANDOGHERE JEAN MARIE VIANNEY
Faculté
Polytechnique
DépartementGénie électricité et informatique
Grade
Professeur Full
Titre académique:Docteur-Ingénieur
Statut:interne
Dernier acte de nomination/promotion :
Non défini
Adresse BureauNon défini
RECHERCHE
Domaines de recherche :
Génie Informatique, Neuro-Computing, Intelligence artificielle, Systèmes Télématiques
Thème de recherche :
Dynamique non-linéaire, Modélisation et Simulation de Systèmes Complexes, System-Dynamics, Systèmes de Transport Intelligents et Robotique, Analyse des Big Data, Fouille de Données, Neuroinformatique, Deep Learning Avancé, Reconnaissance de Formes, Vision par Ordinateur, Capteurs Intelligents, Analyse et Prévision des Séries Temporelles, Intelligence Artificielle Générative, Maintenance Prédictive, Reconnaissance des Émotions basée sur les Biosignaux, Systèmes de Télécommunication, Réseaux Électriques Intelligents
Axes transversaux : Modélisations, Intelligence Artificielle, Réseaux, Statistiques et Informatique,Modélisations, Création et montages types de moteurs, ingénierie civile, génie mécanique et génie électronique,Mobilité, transports urbains, multimodal, aviation, droit aérien, structures ferroviaires, infrastructures routières, réseaux hydrographiques, droit de l'espace, droit des transports
Centres/Ecoles/Laboratoire de recherches de l'UNIKIN:
Autres Réseaux scientifiques et communautés savantes:
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Publications scientifiques:
42
1 : Ensemble Learning with Physics-Informed Neural Networks for Harsh Time Series AnalysisKAYISU KAZADI AntoineAuteur(s) (S/D): KYAMAKYA Kyandoghere, FASOULI Paraskevi, KAMBALE Witesyavwirwa Vianney, International Conference on Autonomous Systems Vol. Lecture Notes in Networks and Systems ((LNNS,volume 1009)) Cham : Springer Nature Switzerland https://link.springer.com/chapter/10.1007/978-3-031-61418-7_5 2024 p. pp 110–121 |
2 : Exploring Smart Mobility Potential in Kinshasa (DR-Congo) as a Contribution to Mastering Traffic Congestion and Improving Road Safety: A Comprehensive Feasibility AssessmentKAYISU KAZADI Antoine, Miroslava Mikusova , Ntambu Bokoro Pitshou, Kyandoghere KyamakyaSustainability / MDPI octobre Vol. 16 No. 21 2024 p. https://doi.org/10.3390/ su16219371 |
3 : A Graph Attention Network Based System for Robust Analog Circuits’ Structure Recognition Involving a Novel Data Augmentation TechniqueKyamakya Kyandoghere Jean Marie VianneyIEEE Access février Vol. 12 No. (DOI: 10.37394/23209.2024.21.39 ) 2024 |
4 : Comprehensive Sensitivity Analysis Framework for Transfer Learning Performance Assessment for Time Series Forecasting: Basic Concepts and Selected Case StudiesKyamakya Kyandoghere Jean Marie VianneySymmetry février Vol. 16 No. 2 2024 p. p. 241 (https://doi.org/10.3390/sym16020241) |
5 : Enhancing the Reliability of Academic Document Certification Systems with Blockchain and Large Language ModelsKyamakya Kyandoghere Jean Marie VianneyWSEAS Transactions on Information Science and Applications Vol. 21 No. Art. #39 2024 p. p. 419-437 (DOI: 10.37394/23209.2024.21.39 ) |
6 : A Comprehensive Literature Review on Artificial Dataset Generation for Repositioning Challenges in Shared Electric Automated and Connected MobilityKyamakya Kyandoghere Jean Marie VianneySymmetry janvier Vol. 16 No. 1 2024 p. DOI: https://doi.org/10.3390/sym16010128 |
7 : Enhancing COVID-19 Detection: An Xception-Based Model with Advanced Transfer Learning from X-ray Thorax ImagesMandiya Emomo Reagan, Kongo Hervé, Kasereka Kabunga Selain, Kyamakya Kyandoghere, Kasoro Mulenda Nathanael, Mushidi Tshakwanda PetroJournal of Imaging février Vol. 10 No. 63 2024 |
8 : Ensemble Transfer Learning for Time Series Forecasting: A Comparative Sensitivity Analysis of Two Shallow Networks.Kyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): KAMBALE, Witesyavwirwa Vianney, DEEB, Ali, BERNABIA, Taha, KYAMAKYA, Kyandoghere 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS) Vol. DOI: 10.1109/ICECS58634.2023.10382823 IEEE Rodos, Greece 2023 |
9 : A comprehensive generalization of a Graph-Attention-Network GAT based system towards real IP analog-mixed-signal AMS schematics structure recognitionKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): DEEB, Ali, SALEM, Mohamed, IBRAHIM, Abdalrahman, KYAMAKYA, Kyandoghere 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS) Vol. DOI: 10.1109/ICECS58634.2023.10382859 IEEE Rodos, Greece 2023 |
10 : Transformers in Time Series Forecasting: A brief Analysis of the Autoformer Transfer Learning PerformanceKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): KAMBALE, Witesyavwirwa Vianney, KADURHA, David Krame, DEEB, Ali, KYAMAKYA, Kyandoghere 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS) Vol. Proceedings No. DOI: 10.1109/ICECS58634.2023.10382781 IEEE Rodos, Greece 2023 |
11 : Meta-Learning for Time Series Analysis and/or Forecasting: Concept Review and Comprehensive Critical Comparative SurveyKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): KAMBALE, Witesyavwirwa Vianney, D’AMBROSI, Denis, FASOULI, Paraskevi, KYAMAKYA, Kyandoghere International Conference on Autonomous Systems - 2023 Vol. Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 1009)) No. https://doi.org/10.1007/978-3-031-61418-7_4 Cham : Springer Nature Switzerland, 2023 2023 |
12 : Ensemble Learning with Physics-Informed Neural Networks for Harsh Time Series AnalysisKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): KAYISU, Antoine Kazadi, FASOULI, Paraskevi, KAMBALE, Witesyavwirwa Vianney, KYAMAKYA, Kyandoghere, et al. International Conference on Autonomous Systems Vol. Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 1009)) No. https://doi.org/10.1007/978-3-031-61418-7_5 Cham : Springer Nature Switzerland, 2023 2023 p. p. 110-121 |
13 : A Smart Grid Ontology for AfricaKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): KAMIBA, Isaac Kabuya, AJAYI, Olasupo, BAGULA, Antoine, KYAMAKYA, Kyandoghere, et al. Recent Advances in Energy Systems, Power and Related Smart Technologies: Concepts and Innovative Implementations for a Sustainable Economic Growth in Developing Countries Vol. Part of the book series: Studies in Systems, Decision and Control (SSDC, volume 472) No. https://doi.org/10.1007/978-3-031-29586-7_4 Cham : Springer Nature Switzerland, 2023 2023 p. p. 105-121 |
14 : The Impact of Market-Based Policies on Access to Electricity and Sustainable Development in Sub-Saharan AfricaKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): BOKORO, Pitshou Ntambu et KYAMAKYA, Kyandoghere Recent Advances in Energy Systems, Power and Related Smart Technologies: Concepts and Innovative Implementations for a Sustainable Economic Growth in Developing Countries Vol. Part of the book series: Studies in Systems, Decision and Control (SSDC, volume 472) No. https://doi.org/10.1007/978-3-031-29586-7_13 Springer Nature Switzerland, 2023 2023 p. p. 343-376 |
15 : A Boxplot Metadata Configuration Impact on Time Series Forecasting and Transfer LearningKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): Conference Proceedings 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) Vol. DOI: 10.1109/CSCC58962.2023.00038 IEEE Rodos, Greece 2023 |
16 : Artificial Dataset Generation for Modeling and Simulation of Shared Electric Automated and Connected Mobility Systems with Autonomous Repositioning: A SurveyKayisu Kazadi Antoine, Kyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): Conference Proceedings 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) Vol. DOI: 10.1109/CSCC58962.2023.00010 Rodos, Greece 2023 p. p. 8-19 |
17 : Assessing How Large Language Models Can Be Integrated with or Used for Blockchain Technology: Overview and Illustrative Case StudyKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): Proceedings 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) IEEE Rodos, Greece 2023 p. p. 59-70 |
18 : Sensitivity Analysis for an Ensemble Transfer Learning scheme for Time Series Forecasting–Case-Study of a Shallow Neural Network AchitectureKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): 2023 IST-Africa Conference (IST-Africa) PROCEEDINGS OF 2023 IST-Africa Conference (IST-Africa) IEEE DOI: 10.23919/IST-Africa60249.2023.10187750 2023 |
19 : Guest editorial: Explainability of machine learning in methodologies and applicationsKyamakya Kyandoghere Jean Marie VianneyKnowledge-Based Systems février Vol. 264 No. https://doi.org/10.1016/j.knosys.2023.110357 2023 |
20 : A robust automated analog circuits classification involving a graph neural network and a novel data augmentation strategyKyamakya Kyandoghere Jean Marie VianneySensors mars Vol. 23 No. 6 2023 p. p. 2989 |
21 : Document-Image Related Visual Sensors and Machine Learning TechniquesKyamakya Kyandoghere Jean Marie VianneyVol. DOI: https://doi.org/10.3390/books978-3-0365-3027-7 MDPI-Multidisciplinary Digital Publishing Institute, 2023 Suisse 2023 p. 166 |
22 : Modeling and Simulation of Shared Electric Automated and Connected Mobility Systems with Autonomous Repositioning: Performance Evaluation and DeploymentKyamakya Kyandoghere Jean Marie VianneySustainability janvier Vol. 15 No. 1 2023 p. p. 881 |
23 : Towards a Dedicated Social Media and Groupware for Effective Communication during the Nyiragongo Volcanic CrisisKyamakya Kyandoghere Jean Marie VianneyProcedia Computer Science août Vol. 224 2023 p. pp. 443-449 |
24 : Modelling DDoS attacks in IoT networks using machine learningKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): Conference Proceedings International Conference on Emerging Technologies for Developing Countries Vol. https://doi.org/10.1007/978-3-031-35883-8_11 Cham: Springer Nature Switzerland Bloemfontein, South Africa 2023 p. pp. 161-175 |
25 : Guest Éditorial : Explainability of machine learning in methodologies and applicationsZhong Li , Unger Herwig, Kyamakya KyandoghereKnowledge-Based Systems février Vol. 264 No. 15 2023 p. 110357 |
26 : Equation-Based Modeling vs. Agent-Based Modeling with Applications to the Spread of COVID-19 OutbreakKasereka Kabunga Selain, Zohinga Glody, Kiketa Vogel, Ngoie Mpoyi Ruffin-Benoit, Mputu Eddy, Kasoro Mulenda Nathanaël, Kyamakya KyandoghereMathematics janvier Vol. 11 No. 253 2023 p. 1-21 |
27 : Language Meets Vision: A Critical Survey on Cutting-Edge Prompt-Based Image Generation ModelsKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): FASOULI, Paraskevi, KAMBALE, Witesyavwirwa Vianney, et KYAMAKYA, Kyandoghere International Conference on Autonomous Systems - 2023 Vol. Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 1009)) No. https://doi.org/10.1007/978-3-031-61418-7_6 Cham : Springer Nature Switzerland, 2023 2022 p. p. 122-140 |
28 : Development of a Novel Method for Image Resizing Using Artificial Neural NetworkKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): Conference Proceedings International Conference on Intelligent Human Computer Interaction Cham : Springer Nature Switzerland 2022 p. p. 527-539 |
29 : A Novel Zernike Moment-Based Real-Time Head Pose and Gaze Estimation Framework for Accuracy-Sensitive ApplicationsKyamakya Kyandoghere Jean Marie VianneySensors novembre Vol. 22 No. 21 2022 p. 8449 |
30 : Securing the light escaping in a Li-Fi network environmentDiambeli Dibakana Dibson, Mandiya Emomo Reagan, Kyamakya Kyangoghere, Kasereka Kabunga SelainElsevier - Procedia Computer science janvier Vol. 201 2022 p. 684-689 |
31 : Document-image related visual sensors and machine learning techniquesKyamakya Kyandoghere Jean Marie VianneySensors août Vol. 21 No. 17 2021 p. p. 5849 |
32 : Intelligent Transplantation Related Complexe Systems and SensorsKyamakya Kyandoghere , Chedjou Chamberlain Jean, Al-Machot Fadi, Haj Mosa Ahmad, Bagula AntoineSensors mars Vol. 21 No. 6 2021 p. 2235 |
33 : Analysis, modeling and optimal control of COVID-19 outbreak with three forms of infection in Democratic Republic of the CongoNdondo Mboma Apollinaire, Kasereka Kabunga Selain, Bisuta Fueza Serge, Kyamakya Kyandoghere , Doungmo Goufo Emile-FrancElsevier - Results in Physics mars 2021 |
34 : ABCSS: A novel approach for increasing the TCP congestion window in a networkKasoro Mulenda Nathanaël, Kasereka Kabunga Selain, Alpha Kalumero Grevice, Kyamakya KyandoghereElsevier - Procedia Computer science septembre No. 191 2021 p. 437-444 |
35 : Recent Advances in Energy Systems, Power and Related Smart Technologies: Concepts and Innovative Implementations for a Sustainable Economic Growth in Developing CountriesKyamakya Kyandoghere Jean Marie VianneyVol. Part of the book series: Studies in Systems, Decision and Control (SSDC, volume 472) No. DOI: https://doi.org/10.1007/978-3-031-29586-7 Cham: Springer, 2024. 2020 |
36 : A stochastic agent-based model and simulation for controlling the spread of tuberculosis in a mixed population structureKasereka Kabunga Selain, Kyamakya Kyandoghere, Ho Tuong Vinh, Doungmo Goufo Emile-FrancWorld Scientific septembre 2020 |
37 : Data augmentation for a virtual-sensor-based nitrogen and phosphorus monitoringKyamakya Kyandoghere Jean Marie VianneySensors janvier Vol. 23 No. 3 2018 p. p. 1061 |
38 : Agent-Based Modelling and Simulation for evacuation of people from a building in case of fireKasereka Kabunga Selain, Kasoro Mulenda Nathanaël, Kyamakya Kyandoghere, Doungmo Goufo Emile-Franc, Abiola Chokki Paterne, Yengo Vila-Kisisa MauriceElsevier - Procedia Computer science avril Vol. 130 2018 p. 10-17 |
39 : A Comprehensive Summary of the Contributions and the Quintessence of This BookKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): KYAMAKYA, Kyandoghere et BOKORO, Pitshou Ntambu Recent Advances in Energy Systems, Power and Related Smart Technologies: Concepts and Innovative Implementations for a Sustainable Economic Growth in Developing Countries. Vol. Part of the book series: Studies in Systems, Decision and Control (SSDC, volume 472) No. https://doi.org/10.1007/978-3-031-29586-7_22 Cham : Springer Nature Switzerland, 2023 2017 p. p. 545-547 |
40 : Transformers in Time Series Forecasting: A Brief Transfer Learning Performance AnalysisKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): Conference Proceedings 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) Vol. DOI: 10.1109/CSCC58962.2023.00041 IEEE Rodos, Greece 2017 p. p. 212-217 |
41 : Ensemble Transfer Learning for Time Series Forecasting: a Sensitivity Analysis Framework for a Shallow Neural NetworkKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): Conference Proceedings 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) Vol. DOI: 10.1109/CSCC58962.2023.00040 IEEE Rodos, Greece 2017 p. p. 205-211 |
42 : A Vertical Systematic Generalization Towards Real IP Analog-Mixed-Signal AMS Schematics Structure RecognitionKyamakya Kyandoghere Jean Marie VianneyAuteur(s) (S/D): Conference Proceedings 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) Vol. DOI: 10.1109/CSCC58962.2023.00053 IEEE Rodos, Greece 2016 |
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