KYAMAKYA KYANDOGHERE JEAN MARIE VIANNEY

Professeur Full

Génie électricité et informatique

sexe

Masculin

Adresse email

kyandoghere.kyamakya@gmail.com

Email institutionnel

Non défini

Phone

Non défini

Faculté

Polytechnique

Département

Génie électricité et informatique

Grade

Professeur Full

Titre académique:

Docteur-Ingénieur

Statut:

interne

Dernier acte de nomination/promotion :

Non défini

Adresse Bureau

Non 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: LABORATOIRE D’INTELLIGENCE ARTIFICIELLE, BIG DATA ANALYTICS ET SYSTEMES TELEMATIQUES

Autres Réseaux scientifiques et communautés savantes:

Aucune donnée disponible

Publications scientifiques: 63


1 : System Dynamics in Road Safety: A Comprehensive Overview with Selected Use-Cases Kyamakya Kyandoghere WSEAS Transactions on Environment and Development mars Vol. 21 No. DOI: 10.37394/232015.2025.21.8 2025 p. 91-108
2 : Harnessing ISM for Customer Churn Management in Mobile Telecommunications Networks Kyamakya Kyandoghere WSEAS Transactions on Computer Research janvier Vol. 13 No. DOI: DOI: 10.37394/232018.2025.13.20 2025 p. 206-224
3 : Leveraging Artificial Intelligence for Advancements in Mental Disorders: A Short Review Kyamakya Kyandoghere PROCEDIA COMPUTER SCIENCE janvier Vol. 257 No. DOI: https://doi.org/10.1016/j.procs.2025.03.087 2025 p. 676-683
4 : Enhancing Building Safety: A Brief Review of Agent-Based Modeling for Fire Evacuation Simulation Kyamakya Kyandoghere PROCEDIA COMPUTER SCIENCE janvier Vol. 257 No. DOI: https://doi.org/10.1016/j.procs.2025.03.086 2025 p. 668-675
5 : Enhancing Printed Lingala Script Recognition Using Deep Learning Techniques Kyamakya Kyandoghere PROCEDIA COMPUTER SCIENCE Vol. DOI: https://doi.org/10.1016/j.procs.2025.03.017 No. 257 2025 p. 111-118
6 : Enhancing Healthcare in Africa: A Brief Review of Lung Cancer Prediction and Detection Kyamakya Kyandoghere PROCEDIA COMPUTER SCIENCE janvier Vol. 265 No. DOI: https://doi.org/10.1016/j.procs.2025.07.196 2025 p. 390-397
7 : Enhancing Healthcare in Africa using Statistical Learning: Applications and Opportunities Kyamakya Kyandoghere PROCEDIA COMPUTER SCIENCE janvier Vol. 265 No. DOI: https://doi.org/10.1016/j.procs.2025.07.181 2025 p. 268-275
8 : A Review on Advancing Technologies in Precision Agriculture: Applications, Challenges, and the Way Forward Kyamakya Kyandoghere PROCEDIA COMPUTER SCIENCE Vol. 265 No. DOI: https://doi.org/10.1016/j.procs.2025.07.221 2025 p. 572-577
9 : Predictive Modeling of Academic Success Using Machine Learning: A Comparative Analysis with SMOTE-Based Class Balancing Kyamakya Kyandoghere PROCEDIA COMPUTER SCIENCE janvier Vol. 272 No. DOI: https://doi.org/10.1016/j.procs.2025.10.202 2025 p. 242-250
10 : Leveraging Machine Learning Techniques in Converting 2D Floorplans Images to 3D Models: Applications, Challenges, and Future Directions Kyamakya Kyandoghere Procedia Computer Science janvier Vol. 272 No. DOI: https://doi.org/10.1016/j.procs.2025.10.201 2025 p. 234-241
11 : Causal Machine Learning Applied to Macroeconomic Analysis: Applications, Challenges, and Perspectives Kyamakya Kyandoghere PROCEDIA COMPUTER SCIENCE janvier Vol. 272 No. DOI: https://doi.org/10.1016/j.procs.2025.10.203 2025 p. 251-260
12 : Artificial Intelligence for Public Expenditure Analysis in Low-Income Countries: Opportunities and Challenges Kyamakya Kyandoghere Procedia Computer Science janvier Vol. 272 No. DOI: https://doi.org/10.1016/j.procs.2025.10.204 2025 p. 261-268
13 : Enhancing building evacuation efficiency in case of fire breakout by integrating evacuee categorization into an agent-based simulation Kyamakya Kyandoghere IEEE ACCESS janvier Vol. 13 No. DOI: 10.1109/ACCESS.2025.3525480 2025
14 : FlexiNet: An Adaptive Feature Synthesis Network for Real-Time Ego Vehicle Speed Estimation Kyamakya Kyandoghere IEEE ACCESS avril Vol. 13 No. DOI: 10.1109/ACCESS.2025.3562229 2025 p. 71082 - 71100
15 : Enhancing Sentiment-Driven Recommender Systems With LLM-Based Feature Engineering: A Case Study in Drug Review Analysis Kyamakya Kyandoghere IEEE Access juillet No. DOI: 10.1109/ACCESS.2025.3590326 2025 p. 130304 - 130322
16 : Autoencoder‑Augmented Graph Neural Networks for Accurate and Scalable Structure Recognition in Analog/Mixed‑Signal Schematics Kyamakya Kyandoghere IEEE ACCESS juillet Vol. 13 No. DOI: 10.1109/ACCESS.2025.3591720 2025 p. 129721 - 129740
17 : Applying Causal Machine Learning to Spatiotemporal Data Analysis: An Investigation of Opportunities and Challenges Kyamakya Kyandoghere , KASEREKA KABUNGA SELAIN IEEE ACCESS août No. DOI: 10.1109/ACCESS.2025.3596680 2025
18 : A Hybrid BERT-ELM Framework for Robust Time Series Forecasting of Solar Energy Generation in EU Renewable Power Plants Kyamakya Kyandoghere WSEAS Transactions on Power Systems Vol. 20 No. DOI: 10.37394/232016.2025.20.25 2025 p. 316-335
19 : Real-world evaluation of deep learning decoders for motor imagery EEG-based BCIs Kyamakya Kyandoghere Frontiers in Systems Neuroscience décembre Vol. 19 No. doi: 10.3389/fnsys.2025.1718390 2025 p. 1718390
20 : Designing a Swahili-Speaking Medical Chatbot for Oncology, Dermatology, and Otorhinolaryngology Care in Low-Resource Settings Kayeye Kabeya Divin, Witesyavwirwa Kambale Vianney, Mbula Mboma Jean-Gilbert, Nsasi Bendo Vincent, Kasereka K. Selain, Kyamakya Kyandoghere IEEE juillet 2025 p. https://doi.org/10.1109/ICTAS64866.2025.11155337
21 : BabaSpeech: A Deep Learning-Based Translation of Sign Language Into Lingala Text and Speech for Deaf-Mute Inclusivity Mukungu T. Maurice, Mbayandjambe M. Alidor, Tashev Tasho, Kyamakya Kyandoghere, Kasereka K. Selain Auteur(s) (S/D): Shehroz S. Khan, Luca Romeo, Ali Abedi ArtifiAI for Aging Rehabilitation and Intelligent Assisted Living. IJCAI 2025. Communications in Computer and Information Science Vol. 2620 Montreal - CANADA 2025 p. 91-105
22 : Ensemble Learning with Physics-Informed Neural Networks for Harsh Time Series Analysis KAYISU KAZADI Antoine Auteur(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
23 : Exploring Smart Mobility Potential in Kinshasa (DR-Congo) as a Contribution to Mastering Traffic Congestion and Improving Road Safety: A Comprehensive Feasibility Assessment KAYISU KAZADI Antoine, Miroslava Mikusova , Ntambu Bokoro Pitshou, Kyandoghere Kyamakya Sustainability octobre Vol. 16 No. 21 2024 p. https://doi.org/10.3390/ su16219371
24 : A Graph Attention Network Based System for Robust Analog Circuits’ Structure Recognition Involving a Novel Data Augmentation Technique Kyamakya Kyandoghere Jean Marie Vianney IEEE Access février Vol. 12 No. (DOI: 10.37394/23209.2024.21.39 ) 2024
25 : Comprehensive Sensitivity Analysis Framework for Transfer Learning Performance Assessment for Time Series Forecasting: Basic Concepts and Selected Case Studies Kyamakya Kyandoghere Jean Marie Vianney Symmetry février Vol. 16 No. 2 2024 p. p. 241 (https://doi.org/10.3390/sym16020241)
26 : Enhancing the Reliability of Academic Document Certification Systems with Blockchain and Large Language Models Kyamakya Kyandoghere Jean Marie Vianney WSEAS Transactions on Information Science and Applications Vol. 21 No. Art. #39 2024 p. p. 419-437 (DOI: 10.37394/23209.2024.21.39 )
27 : A Comprehensive Literature Review on Artificial Dataset Generation for Repositioning Challenges in Shared Electric Automated and Connected Mobility Kyamakya Kyandoghere Jean Marie Vianney Symmetry janvier Vol. 16 No. 1 2024 p. DOI: https://doi.org/10.3390/sym16010128
28 : Enhancing COVID-19 Detection: An Xception-Based Model with Advanced Transfer Learning from X-ray Thorax Images Mandiya Emomo Reagan, Kongo Hervé, Kasereka Kabunga Selain, Kyamakya Kyandoghere, Kasoro Mulenda Nathanael, Mushidi Tshakwanda Petro Journal of Imaging février Vol. 10 No. 63 2024
29 : Ensemble Transfer Learning for Time Series Forecasting: A Comparative Sensitivity Analysis of Two Shallow Networks. Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
30 : A comprehensive generalization of a Graph-Attention-Network GAT based system towards real IP analog-mixed-signal AMS schematics structure recognition Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
31 : Transformers in Time Series Forecasting: A brief Analysis of the Autoformer Transfer Learning Performance Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
32 : Meta-Learning for Time Series Analysis and/or Forecasting: Concept Review and Comprehensive Critical Comparative Survey Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
33 : Ensemble Learning with Physics-Informed Neural Networks for Harsh Time Series Analysis Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
34 : A Smart Grid Ontology for Africa Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
35 : The Impact of Market-Based Policies on Access to Electricity and Sustainable Development in Sub-Saharan Africa Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
36 : A Boxplot Metadata Configuration Impact on Time Series Forecasting and Transfer Learning Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
37 : Artificial Dataset Generation for Modeling and Simulation of Shared Electric Automated and Connected Mobility Systems with Autonomous Repositioning: A Survey Kayisu Kazadi Antoine, Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
38 : Assessing How Large Language Models Can Be Integrated with or Used for Blockchain Technology: Overview and Illustrative Case Study Kyamakya Kyandoghere Jean Marie Vianney Auteur(s) (S/D): Proceedings 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) IEEE Rodos, Greece 2023 p. p. 59-70
39 : Sensitivity Analysis for an Ensemble Transfer Learning scheme for Time Series Forecasting–Case-Study of a Shallow Neural Network Achitecture Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
40 : Guest editorial: Explainability of machine learning in methodologies and applications Kyamakya Kyandoghere Jean Marie Vianney Knowledge-Based Systems février Vol. 264 No. https://doi.org/10.1016/j.knosys.2023.110357 2023
41 : A robust automated analog circuits classification involving a graph neural network and a novel data augmentation strategy Kyamakya Kyandoghere Jean Marie Vianney Sensors mars Vol. 23 No. 6 2023 p. p. 2989
42 : Document-Image Related Visual Sensors and Machine Learning Techniques Kyamakya Kyandoghere Jean Marie Vianney Vol. DOI: https://doi.org/10.3390/books978-3-0365-3027-7 MDPI-Multidisciplinary Digital Publishing Institute, 2023 Suisse 2023 p. 166
43 : Modeling and Simulation of Shared Electric Automated and Connected Mobility Systems with Autonomous Repositioning: Performance Evaluation and Deployment Kyamakya Kyandoghere Jean Marie Vianney Sustainability janvier Vol. 15 No. 1 2023 p. p. 881
44 : Towards a Dedicated Social Media and Groupware for Effective Communication during the Nyiragongo Volcanic Crisis Kyamakya Kyandoghere Jean Marie Vianney Procedia Computer Science août Vol. 224 2023 p. pp. 443-449
45 : Modelling DDoS attacks in IoT networks using machine learning Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
46 : Guest Éditorial : Explainability of machine learning in methodologies and applications Zhong Li , Unger Herwig, Kyamakya Kyandoghere Knowledge-Based Systems février Vol. 264 No. 15 2023 p. 110357
47 : Equation-Based Modeling vs. Agent-Based Modeling with Applications to the Spread of COVID-19 Outbreak Kasereka Kabunga Selain, Zohinga Glody, Kiketa Vogel, Ngoie Mpoyi Ruffin-Benoit, Mputu Eddy, Kasoro Mulenda Nathanaël, Kyamakya Kyandoghere Mathematics janvier Vol. 11 No. 253 2023 p. 1-21
48 : Language Meets Vision: A Critical Survey on Cutting-Edge Prompt-Based Image Generation Models Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
49 : Development of a Novel Method for Image Resizing Using Artificial Neural Network Kyamakya Kyandoghere Jean Marie Vianney Auteur(s) (S/D): Conference Proceedings International Conference on Intelligent Human Computer Interaction Cham : Springer Nature Switzerland 2022 p. p. 527-539
50 : A Novel Zernike Moment-Based Real-Time Head Pose and Gaze Estimation Framework for Accuracy-Sensitive Applications Kyamakya Kyandoghere Jean Marie Vianney Sensors novembre Vol. 22 No. 21 2022 p. 8449
51 : Securing the light escaping in a Li-Fi network environment Diambeli Dibakana Dibson, Mandiya Emomo Reagan, Kyamakya Kyangoghere, Kasereka Kabunga Selain Elsevier - Procedia Computer science janvier Vol. 201 2022 p. 684-689
52 : Document-image related visual sensors and machine learning techniques Kyamakya Kyandoghere Jean Marie Vianney Sensors août Vol. 21 No. 17 2021 p. p. 5849
53 : Intelligent Transplantation Related Complexe Systems and Sensors Kyamakya Kyandoghere , Chedjou Chamberlain Jean, Al-Machot Fadi, Haj Mosa Ahmad, Bagula Antoine Sensors mars Vol. 21 No. 6 2021 p. 2235
54 : Analysis, modeling and optimal control of COVID-19 outbreak with three forms of infection in Democratic Republic of the Congo Ndondo Mboma Apollinaire, Kasereka Kabunga Selain, Bisuta Fueza Serge, Kyamakya Kyandoghere , Doungmo Goufo Emile-Franc Elsevier - Results in Physics mars 2021
55 : ABCSS: A novel approach for increasing the TCP congestion window in a network Kasoro Mulenda Nathanaël, Kasereka Kabunga Selain, Alpha Kalumero Grevice, Kyamakya Kyandoghere Elsevier - Procedia Computer science septembre No. 191 2021 p. 437-444
56 : Recent Advances in Energy Systems, Power and Related Smart Technologies: Concepts and Innovative Implementations for a Sustainable Economic Growth in Developing Countries Kyamakya Kyandoghere Jean Marie Vianney Vol. 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
57 : A stochastic agent-based model and simulation for controlling the spread of tuberculosis in a mixed population structure Kasereka Kabunga Selain, Kyamakya Kyandoghere, Ho Tuong Vinh, Doungmo Goufo Emile-Franc World Scientific septembre 2020
58 : Data augmentation for a virtual-sensor-based nitrogen and phosphorus monitoring Kyamakya Kyandoghere Jean Marie Vianney Sensors janvier Vol. 23 No. 3 2018 p. p. 1061
59 : Agent-Based Modelling and Simulation for evacuation of people from a building in case of fire Kasereka Kabunga Selain, Kasoro Mulenda Nathanaël, Kyamakya Kyandoghere, Doungmo Goufo Emile-Franc, Abiola Chokki Paterne, Yengo Vila-Kisisa Maurice Elsevier - Procedia Computer science avril Vol. 130 2018 p. 10-17
60 : A Comprehensive Summary of the Contributions and the Quintessence of This Book Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
61 : Transformers in Time Series Forecasting: A Brief Transfer Learning Performance Analysis Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
62 : Ensemble Transfer Learning for Time Series Forecasting: a Sensitivity Analysis Framework for a Shallow Neural Network Kyamakya Kyandoghere Jean Marie Vianney Auteur(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
63 : A Vertical Systematic Generalization Towards Real IP Analog-Mixed-Signal AMS Schematics Structure Recognition Kyamakya Kyandoghere Jean Marie Vianney Auteur(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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