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Publikationen (354)

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Enhancing Building Evacuation Efficiency in Case of Fire Breakout by Integrating Evacuee Categorization into an Agent-Based Simulation.

Kasereka S. K., Kalondji N. E., Ilunga G. W.K., Ngoie R. M., Kyamakya K., Kasoro N. M.: In: IEEE Access Piscataway (NJ): IEEE, 2025, pp. 1 - 1.
DOI
Beitrag in Zeitschrift
A Hybrid AI Framework Integrating Ontology Learning, Knowledge Graphs, and Large Language Models for Improved Data Model Translation in Smart Manufacturing and Transportation.

Mohsenzadegan K., Tavakkoli V., Kambale W. V., Kyamakya K.: In: 2024 Sensor Data Fusion: Trends, Solutions, Applications (SDF) Piscataway (NJ): IEEE, 2024, pp. 1 - 6.
DOI
Beitrag in Proceedings
Mean-Median Compromise Method: A Novel Deepest Voting Function Balancing Range Voting and Majority Judgment.

Ngoie R. M., Kasereka S. K., Sakulu J. B., Kyamakya K.: In: Mathematics Basel: MDPI Publishing, 2024,
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Beitrag in Zeitschrift
Recent Advances in Machine Learning Techniques and Sensor Applications for Human Emotion, Activity Recognition and Support.

Kyamakya K., Al Machot F., Ullah H., Demrozi F.: (Hrsg.). ( Studies in Computational Intelligence, Band 1175 ). Springer, Cham, 08.11.2024, 278 pp.
Homepage DOI
Fachbuch (Herausgeberschaft)
Exploring Smart Mobility Potential in Kinshasa (DR-Congo) as a Contribution to Mastering Traffic Congestion and Improving Road Safety: A Comprehensive Feasibility Assessment.

Kayisu A. K., Mikušová M., Bokoro P. N., Kyamakya K.: In: Sustainability Basel: MDPI AG, 2024,
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Beitrag in Zeitschrift
A Systematic Review of Machine Learning in Sports Betting: Techniques, Challenges, and Future Directions.

Galekwa R. M., Tshimula J. M., Tajeuna E. G., Kyamakya K.: In: arXiv:2410.21484 Ithaca: Cornell University, 2024, pp. 63
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Sonstige Veröffentlichung
Generation of Artificial Datasets for Fault Detection in Induction Motors Using Extreme Learning Machine.

Nzung A. M., Kambale W. V., Bampende M. N., Baelongandi A. T., Salem M., Kyamakya K.: In: 2024 IEEE Power Engineering Society Conference and Exposition in Africa, PowerAfrica IEEE Xplore Digital Library, 2024, pp. 1 - 7.
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Beitrag in Proceedings
Towards a Physics Informed Neural Network Approach for Modeling and Prediction of Renewable Energy Production: Use Case of Solar Cells.

Baelongandi A. T., Kambale W. V., Nzung A. M., Bampende M. N., Kadurha D. K., Kyamakya K.: In: 2024 IEEE Power Engineering Society Conference and Exposition in Africa, PowerAfrica IEEE Xplore Digital Library, 2024, pp. 01 - 05.
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Beitrag in Proceedings
A Stacking Ensemble Technique for Mechanical Fault Detection in Induction Motors.

Bampende M. N., Kambale W. V., Nzung A. M., Baelongandi A. T., Hamed M., Kyamakya K.: In: 2024 International Conference on Applied Mathematics & Computer Science (ICAMCS) IEEE Xplore Digital Library, 2024, pp. 47 - 52.
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Beitrag in Proceedings
Combining Autoencoder and Cellular Neural Networks for Enhanced Direct Multi-Step Forecasting of Short and Long-Term Multivariate Time Series in Battery Health Monitoring: A Preliminary Feasibility Analysis.

El Bahnasawi M., Gebser M., Kambale W. V., Salem M., Chedjou J. C., Kyamakya K.: In: International Conference on Applied Mathematics & Computer Science (ICAMCS) IEEE Computer Society, 2024, pp. 191 - 193.
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Beitrag in Proceedings
Enhanced Time Series Forecasting: Integrating PatchTST with BERT Layers.

Ahmad H. A., Mortazavi S. K., El Bahnasawi M., Al Machot F., Kambale W. V., Kyamakya K.: In: 2024 International Conference on Applied Mathematics & Computer Science (ICAMCS) IEEE Xplore Digital Library, 2024, pp. 60 - 65.
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Beitrag in Proceedings
Enhancing Downlink Throughput Prediction in 4G LTE Networks Using Ensemble Learning Techniques.

Kiluiba D. K., Kambale W. V., Mudilu Kafunda J. C., Nzung A. M., Hamed M., Kyamakya K.: In: 2024 International Conference on Applied Mathematics & Computer Science (ICAMCS) IEEE Xplore Digital Library, 2024, pp. 225 - 230.
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Beitrag in Proceedings
Enhancing Interpretive Structural Modeling (ISM) Through the Integration of Influence Signs: A Novel Approach for Advanced Systemic Assessment and Validation via an Illustrative Case Study.

Kafunda J. M., Baelongandi A. T., Lungenyi N. K., Bampende M. N., Kambale W. V., Kyamakya K.: In: 2024 International Conference on Applied Mathematics & Computer Science (ICAMCS) IEEE Xplore Digital Library, 2024, pp. 134 - 148.
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Beitrag in Proceedings
Using Interpretive Structural Modeling for the Implementation of the Balanced Scorecard to Support Evaluation and Decision-Making in the Performance Management of Telecommunications Services of a Public Operator.

Kafunda J. M., Lungenyi N. K., Baelongandi A. T., Bampende M. N., Kambale W. V., Kyamakya K.: In: 2024 International Conference on Applied Mathematics & Computer Science (ICAMCS) IEEE Xplore Digital Library, 2024, pp. 118 - 133.
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Beitrag in Proceedings
Enhancing the Reliability of Academic Document Certification Systems with Blockchain and Large Language Models.

Mboma J. G. M., Tshipata O. T., Kambale W. V., Salem M., Joel M. T., Kyamakya K.: In: WSEAS Transactions on Information Science and Applications Baltimore (MD): WSEAS Press, 2024, pp. 419 - 437.
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Beitrag in Zeitschrift
SUSTAINABLE DEVELOPMENT THROUGH STRATEGIC ROAD SAFETY MANAGEMENT: A REGIONAL APPROACH.

Mikušová M., Kyamakya K., GNAP J.: In: WIT Transactions on Ecology and the Environment Southampton: WIT Press, 2024, pp. 379 - 390.
Homepage DOI
Beitrag in Zeitschrift
Enhancing COVID-19 Detection: An Xception-Based Model with Advanced Transfer Learning from X-ray Thorax Images.

Mandiya R. E., Kongo H. M., Kasereka S. K., Kyamakya K., Tshakwanda P. M., Kasoro N. M.: In: Journal of Imaging Basel: MDPI, 2024,
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Beitrag in Zeitschrift
A Graph Attention Network Based System for Robust Analog Circuits’ Structure Recognition Involving a Novel Data Augmentation Technique.

Deeb A., Salem M., Ibrahim A., Pichler J., Tkachov S., Anjeza K., Machot F. A., Kyamakya K.: In: IEEE Access Piscataway (NJ): IEEE, 2024, pp. 29308 - 29344.
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Beitrag in Zeitschrift
Comprehensive Sensitivity Analysis Framework for Transfer Learning Performance Assessment for Time Series Forecasting: Basic Concepts and Selected Case Studies.

Kambale W. V., Salem M., Benarbia T., Al Machot F., Kyamakya K.: In: Symmetry Basel: MDPI Publishing, 2024,
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Beitrag in Zeitschrift
A Comprehensive Literature Review on Artificial Dataset Generation for Repositioning Challenges in Shared Electric Automated and Connected Mobility.

Kayisu A. K., Kambale W. V., Benarbia T., Bokoro P. N., Kyamakya K.: In: Symmetry Basel: MDPI Publishing, 2024,
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Beitrag in Zeitschrift