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Publikationen (329)

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A Boxplot Metadata Configuration Impact on Time Series Forecasting and Transfer Learning..

Kambale W. V., Deeb A., Benarbia T., Al Machot F., Kyamakya K.: In: 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) IEEE, 2023, pp. 5
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Beitrag in Proceedings
Artificial Dataset Generation for Modeling and Simulation of Shared Electric Automated and Connected Mobility Systems with Autonomous Repositioning: A Survey..

Kazadi K. A., Kambale W. V., Benarbia T., Deeb A., Bokoro P. N., Kyamakya K.: In: 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) IEEE, 2023, pp. 8 - 19.
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Beitrag in Proceedings
Assessing How Large Language Models Can Be Integrated with or Used for Blockchain Technology: Overview and Illustrative Case Study..

Mbula Mboma J. G., Tshimanga Tshipata O., Kambale W. V., Kyamakya K.: In: 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) IEEE, 2023, pp. 59 - 70.
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Beitrag in Proceedings
A Vertical Systematic Generalization Towards Real IP Analog-Mixed-Signal AMS Schematics Structure Recognition..

Salem M., Deeb A., Ibrahim A., Kambale W. V., Pichler J., Al Machot F., Kyamakya K.: In: 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) IEEE, 2023, pp. 283 - 288.
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Beitrag in Proceedings
Ensemble Transfer Learning for Time Series Forecasting: a Sensitivity Analysis Framework for a Shallow Neural Network.

Kambale W. V., Deeb A., Benarbia T., Salem M., Al Machot F., Kyamakya K.: In: 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) IEEE, 2023, pp. 205 - 211.
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Beitrag in Proceedings
Transformers in Time Series Forecasting: A Brief Transfer Learning Performance Analysis..

Kambale W. V., Krame Kadurah D., El Bahnasawi M., Machot F. A., Benarbia T., Kyamakya K.: In: 2023 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) IEEE, 2023, pp. 212 - 217.
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Beitrag in Proceedings
Ensemble Transfer Learning for Time Series Forecasting: A Comparative Sensitivity Analysis of Two Shallow Networks..

Kambale W. V., Deeb A., Machot F. A., Benarbia T., Kyamakya K.: In: Proceedings of 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS) (IEEE XPLORE DIGITAL LIBRARY ), 2023,
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Beitrag in Proceedings
A comprehensive generalization of a graph-attention-network gat based system towards real ip analog-mixed-signal ams schematics structure recognition.

Deeb A., Salem M., Ibrahim A., Kambale W. V., Pichler J., Al Machot F., Kyamakya K.: In: Proceedings of 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS) 2023,
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Transformers in Time Series Forecasting: A Brief Analysis of the Autoformer Transfer Learning Performance..

Kambale W. V., Krame Kadurah D., Deeb A., Machot F. A., Benarbia T., Kyamakya K.: In: Proceedings of 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS) 2023,
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Towards a Dedicated Social Media and Groupware for Effective Communication during the Nyiragongo Volcanic Crisis.

Muhambya K., Chaubey N., Kasereka S., Kyamakya K.: In: Procedia Computer Science Elsevier, 2023, pp. 443 - 449.
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Beitrag in Proceedings
A Comprehensive Summary of the Contributions and the Quintessence of This Book.

Kyamakya K., Bokoro P. N.: In: K. Kyamakya, P. Bokoro (Hrsg.): Recent Advances in Energy Systems, Power and Related Smart Technologies . Concepts and Innovative Implementations for a Sustainable Economic Growth in Developing Countries (Studies in Systems, Decision and Control, Band 472). Springer, Cham, 20.09.2023, pp. 545 - 547.
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Beitrag in Sammelwerk
A Smart Grid Ontology for Africa.

Isaac K. K., Ajayi O., Bagula A., Kyamakya K.: In: K. Kyamakya, P. Bokoro (Hrsg.): Recent Advances in Energy Systems, Power and Related Smart Technologies . Concepts and Innovative Implementations for a Sustainable Economic Growth in Developing Countries (Studies in Systems, Decision and Control, Band 472). Springer, Cham, 20.09.2023, pp. 105 - 121.
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Beitrag in Sammelwerk
Recent Advances in Energy Systems, Power and Related Smart Technologies. Concepts and Innovative Implementations for a Sustainable Economic Growth in Developing Countries

Kyamakya K., Bokoro P. N.: (Hrsg.). ( Studies in Systems, Decision and Control, Band 472 ). Springer, Cham, 20.09.2023, 547 pp.
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Fachbuch (Herausgeberschaft)
The Impact of Market-Based Policies on Access to Electricity and Sustainable Development in Sub-Saharan Africa .

Bokoro P. N., Kyamakya K.: In: K. Kyamakya, P. Bokoro (Hrsg.): Recent Advances in Energy Systems, Power and Related Smart Technologies . Concepts and Innovative Implementations for a Sustainable Economic Growth in Developing Countries (Studies in Systems, Decision and Control, Band 472). Springer, Cham, 20.09.2023, pp. 343 - 376.
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Beitrag in Sammelwerk
Sensitivity Analysis for an Ensemble Transfer Learning scheme for Time Series Forecasting–Case-Study of a Shallow Neural Network Architecture..

Kambale W. V., Kyamakya K., Al Machot F., Benarbia T.: In: 2023 IST-Africa Conference (IST-Africa) Piscataway (NJ): IEEE, 2023, pp. 8
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Beitrag in Proceedings
Design and simulation of Intelligent Nonlinear controllers for nonlinear dynamical engineering systems using Matlab/Simulink. Application to selected engineering systems (Main Author: Baraka Olivier Mushage)

Kyamakya K.: (Hrsg.). ( Smart System Technologies, Band 7 ). Aachen: Shaker Verlag GmbH, 01.04.2023, 334 pp.
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Fachbuch (Herausgeberschaft)
Guest editorial: Explainability of machine learning in methodologies and applications.

Li Z., Unger H., Kyamakya K.: In: Knowledge-Based Systems Elsevier, 2023,
DOI
Beitrag in Zeitschrift
A Robust Automated Analog Circuits Classification Involving a Graph Neural Network and a Novel Data Augmentation Strategy.

Deeb A., Ibrahim A., Salem M., Pichler J., Tkachov S., Karaj A., Al Machot F., Kyamakya K.: In: Sensors Basel: MDPI Publishing, 2023,
DOI
Beitrag in Zeitschrift
Document-Image Related Visual Sensors and Machine Learning Techniques.

Kyamakya K., Al Machot F., Mosa A. H., Chedjou J. C.: (Hrsg.). Basel: MDPI, 24.02.2023, 166 pp.
DOI
Fachbuch (Herausgeberschaft)
Data Augmentation for a Virtual-Sensor-Based Nitrogen and Phosphorus Monitoring.

Paepae T., Bokoro P. N., Kyamakya K.: In: Sensors Basel: MDPI Publishing, 2023,
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Beitrag in Zeitschrift