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Publikationen (44)

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Special Issue "Emotion and Stress Recognition Related Sensors and Machine Learning Technologies".

Kyamakya K., Al Machot F., Haj Mosa A., Bouchachia A., Chedjou J. C., Bagula A.: (Hrsg.). ( Sensors ). Basel: MDPI Publishing, 2019,
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Herausgeberschaft von Zeitschrift (Herausgeberschaft)
Special Issue "Intelligent Transportation Related Complex Systems and Sensors".

Kyamakya K., Chedjou J. C., Al Machot F., Haj Mosa A., Bagula A.: (Hrsg.). ( Sensors ). Basel: MDPI Publishing, 2019,
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Herausgeberschaft von Zeitschrift (Herausgeberschaft)
IoT-based Human Action Prediction and Support.

Lunardi G. M., Al Machot F., Shekhovtsov V., Maran V., Machado G. M., Machado A., Mayr H. C., de Oliveira J. P.: In: Internet of Things Elsevier, 2018, pp. 52 - 68.
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Beitrag in Zeitschrift
A Globally Generalized Emotion Recognition System Involving Different Physiological Signals.

Ali M., Al Machot F., Haj Mosa A., Jdeed M., Al Machot E., Kyamakya K.: In: Sensors Basel: MDPI Publishing, 2018, pp. 18
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Beitrag in Zeitschrift
Probabilistic Ontology Reasoning in Ambient Assistance: Predicting Human Actions.

Mayr H. C., Shekhovtsov V., Al Machot F., Machado G. M., Machado G. M., Machado A., Maran V., de Oliveira J. P.: Proceedings of the 32nd International Conference on Advanced Information Networking and Applications (AINA) IEEE Xplore Digital Library, 16.05.2018,
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Beitrag in Sammelwerk
Activity Recognition in Sensor Data Streams for Active and Assisted Living Environments.

Al Machot F., Haj Mosa A., Ali M., Kyamakya K.: In: IEEE Transactions on Circuits and Systems for Video Technology Piscataway (NJ): IEEE, 2017, pp. 1 - 1.
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Beitrag in Zeitschrift
Emotion Recognition Involving Physiological and Speech Signals: A Comprehensive Review.

Ali M., Haj Mosa A., Al Machot F., Kyamakya K.: Recent Advances in Nonlinear Dynamics and Synchronization . With Selected Applications in Electrical Engineering, Neurocomputing, and Transportation 08.2017, pp. 287 - 302.
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Beitrag in Sammelwerk
A Hybrid Reasoning Approach for Activity Recognition Based on Answer Set Programming and Dempster–Shafer Theory.

Al Machot F., Mayr H. C., Ranasinghe R. S. P.: In: K. Kyamakya, W. Mathis, R. Stoop, J. Chedjou, Z. Li (Hrsg.): Recent Advances in Nonlinear Dynamics and Synchronization . With Selected Applications in Electrical Engineering, Neurocomputing, and Transportation Cham: Springer International Publishing AG, 07.2017, pp. 303 - 318.
DOI
Beitrag in Sammelwerk
Soft Radial Basis Cellular Neural Network (SRB-CNN) based robust low-cost truck detection using a single presence detection sensor.

Haj Mosa A., Kyamakya K., Junghans R., Ali M., Al Machot F., Gutmann M.: In: Transportation Research Part C: Emerging Technologies Oxford: Elsevier Ltd., 2016, pp. 105 - 127.
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Beitrag in Zeitschrift
CNN Based Subject-Independent Driver Emotion Recognition System Involving Physiological Signals for ADAS.

Ali M., Al Machot F., Haj Mosa A., Kyamakya K.: In: T. Schulze, B. Müller, G. Meyer (Hrsg.): Advanced Microsystems for Automotive Applications 2016 . Smart Systems for the Automobile of the Future (Lecture Notes in Mobility). Cham: Springer International Publishing AG, 10.2016, pp. 125 - 138.
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Beitrag in Sammelwerk
A Windowing Approach for Activity Recognition in Sensor Data Streams.

Al Machot F., Mayr H. C., Ranasinghe R. S. P.: In: I. Electrical and Electronics Engineering (Hrsg.): Proc. 8th IEEE International Conference on Ubiquitous and Future Networks (8th International Conference on Ubiquitous and Future networks ). Piscataway (NJ): IEEE, 01.09.2016, pp. 951 - 953.

Beitrag in Sammelwerk
A review on applications of activity recognition systems with regard to performance and evaluation.

Ranasinghe R. S. P., Al Machot F., Mayr H. C.: In: International Journal of Distributed Sensor Networks 2016, pp. 2 - 20.
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Beitrag in Zeitschrift
A windowing approach for activity recognition in sensor data streams.

Al Machot F., Mayr H. C., Ranasinghe R. S. P.: Eighth International Conference on Ubiquitous and Future Networks (ICUFN) IEEE Xplore Digital Library, 11.08.2016,
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Beitrag in Sammelwerk
HCM-L: Domain Specific Modeling for Active and Assisted Living.

Mayr H. C., Shekhovtsov V., Morak G., Michael J., Steinberger C., Ranasinghe R. S. P., Al Machot F.: (Domain-Specific Conceptual Modeling- Concepts, Methods and Tools, Band 1). Cham: Springer International Publishing AG, 10.07.2016, 594 pp.
DOI
Fachbuch (Autorenschaft)
Improving Human Activity Recognition by Smart Windowing and Spatio-Temporal Feature Analysis.

Al Machot F., Mayr H. C.: In: A. - Association for Computing Machinery (Hrsg.): PETRA '16 9th ACM International Conference on Pervasive Technologies Related to Assistive Environments (Proceedings of the 9th ACM International Conference on Pervasive Technologies Related to Assistive Environments). New York, NY: ACM - New York, 29.06.2016, pp. 56
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Beitrag in Sammelwerk
A novel EEG-based emotion recognition approach for e-healthcare applications.

Ali M., Al Machot F., Haj Mosa A., Kyamakya K.: SAC '16 Proceedings of the 31st Annual ACM Symposium on Applied Computing 04.2016, pp. 162 - 164.
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Beitrag in Sammelwerk
Real-time raindrop detection based on cellular neural networks for ADAS.

Al Machot F., Ali M., Haj Mosa A., Schwarzlmüller C., Gutmann M., Kyamakya K.: In: Journal of Real-Time Image Processing Berlin: Springer, 2016, pp. 1 - 13.
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Beitrag in Zeitschrift
EEG-based emotion recognition approach for e-healthcare applications.

Ali M., Haj Mosa A., Al Machot F., Kyamakya K.: Eighth International Conference on Ubiquitous and Future Networks (ICUFN) IEEE Xplore Digital Library, 2016, pp. 946 - 950.
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Beitrag in Sammelwerk
Neurocomputing-based Matrix Inversion Involving Cellular Neural Networks: Black-box Training Concept.

Haj Mosa A., Kyamakya K., Ali M., Al Machot F., Chedjou J. C.: In: H. Unger, W. Halang (Hrsg.): Autonomous Systems 2015 . Proceedings of the 8th GI Conference (Fortschritt-Berichte VDI Reihe 10, Band 842). Düsseldorf: VDI Verlag GmbH, 10.2015, pp. 119 - 132.
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Beitrag in Sammelwerk
A Novel Real-Time EEG-Based Emotion Recognition System for Advanced Driver Assistance Systems (ADAS).

Ali M., Haj Mosa A., Al Machot F., Kyamakya K.: In: K. Kyamakya, W. Halang, H. Unger, W. Mathis, H. Zangl, J. Chedjou (Hrsg.): Proceedings of the INDS'15 . FOURTH INTERNATIONAL WORKSHOP ON NONLINEAR DYNAMICS AND SYNCHRONIZATION (Reports of the Institute for Smart System Technologies, University of Klagenfurt). Aachen: Shaker Verlag GmbH, 07.2015, pp. 9 - 13.
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Beitrag in Sammelwerk