Research output per year
Research output per year
Personal profile
Biography
Diplom-Informatiker; Dr. rer. nat. (Computer Science)Professional Background:Lecturer at NUI Galway since 2002 1999 - 2002 Senior Embedded Systems Design Engineer with Eurologic Systems Ltd., Dublin 1997-1999 Embedded Systems Design Engineer with Siemens-VDO AG, BabenhausenGermany 1994-1997 Junior Lecturer and Researcher at the University of HildesheimGermany
Research Interests
AI and its Application Synthetic data Cybersecurity ( OSNA Research Group ) (Deeply) Embedded Cyber-Physical Systems and their Applications Time synchronisation protocols Medical Informatics and Biosignal Processing
Teaching Interests
Cybersecurity AI and its Application Embedded Systems Medical Informatics Time synchronisation protocols Real-Time Systems
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
M.SC, PH.D
External positions
Senior Embedded Systems Design Engineer, Eurologic Systems Ltd.
1 Jul 1999 → 31 Dec 2001
Accepting PhD Students
- Accepting PhD Students
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Modelling Solar PV Adoption in Irish Dairy Farms Using Agent-Based Modelling
Faiud, I., Mason, K. & Schukat, M., 2025, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Revised Selected Papers. Meo, R. & Silvestri, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 292-300 9 p. (Communications in Computer and Information Science; vol. 2135 CCIS).Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
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Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control
Shianifar, J., Schukat, M. & Mason, K., 2025, Highlights in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection - International Workshops of PAAMS 2024, Proceedings. González-Briones, A., Julian Inglada, V., El Bolock, A., Marco-Detchart, C., Jordan, J., Mason, K., Lopes, F. & Sharaf, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 293-304 12 p. (Communications in Computer and Information Science; vol. 2149 CCIS).Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
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ADT: Time series anomaly detection for cyber-physical systems via deep reinforcement learning
Yang, X., Howley, E. & Schukat, M., Jun 2024, In: Computers and Security. 141, 103825.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Open Access8 Citations (Scopus) -
Agent-based dynamic thresholding for adaptive anomaly detection using reinforcement learning
Yang, X., Howley, E. & Schukat, M., 2024, (Accepted/In press) In: Neural Computing and Applications. 109546.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
2 Citations (Scopus) -
An agent-based modeling approach for simulating solar PV adoption: A case study of Irish dairy farms
Faiud, I., Schukat, M. & Mason, K., Oct 2024, In: Renewable Energy Focus. 51, 100653.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
1 Citation (Scopus)
Activities
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Conference Chair - Cyber Research Conference Ireland (CRCI-2025)
Asghar, M. (Conference Organising Committee Chairperson), Howley, E. (Conference Organising Committee Chairperson), Shifa, A. (Organising Chair) & Schukat, M. (Organising Chair)
1 Dec 2025Activity: Participating in or organising an event › Organising a conference, workshop, ...
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Jonaid Shianifar
Schukat, M. (Co-Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
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Iias Faiud
Schukat, M. (Co-Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
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Michael Gian Gonzales
Schukat, M. (Primary Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
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Felipe Arruda Pontes
Schukat, M. (Primary Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised