Research | AAU Campus

The Research Information System (German abbreviation: FoDok) of the University of Klagenfurt comprises the academic achievements of researchers for the time interval of their active employment at the University of Klagenfurt. The FoDok also contains the achievements of doctoral students and emeritus/retired researchers.
For the analysis on an individual level please note that the entries in the FoDok do not give a comprehensive overview of the achievements of the individual researchers.

Publications (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
Homepage DOI
Article 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.
Homepage DOI
Article 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.
Homepage DOI
Article 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.
Homepage DOI
Article 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.
Homepage DOI
Article 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.
Homepage DOI
Article 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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Article 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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Article in Proceedings
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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Article in Proceedings
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.
Homepage DOI
Article 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.
Homepage DOI
Article in compilation
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.
Homepage DOI
Article in compilation
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.
Homepage DOI
Reference book (Editorship)
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.
Homepage DOI
Article in compilation
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
Homepage DOI
Article 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.
Homepage
Reference book (Editorship)
Guest editorial: Explainability of machine learning in methodologies and applications.

Li Z., Unger H., Kyamakya K.: In: Knowledge-Based Systems Elsevier, 2023,
DOI
Article in journal
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
Article in journal
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
Reference book (Editorship)
Data Augmentation for a Virtual-Sensor-Based Nitrogen and Phosphorus Monitoring.

Paepae T., Bokoro P. N., Kyamakya K.: In: Sensors Basel: MDPI Publishing, 2023,
DOI
Article in journal