Research output per year
Research output per year
Personal profile
Research Interests
Dr. Howley has a broad set of research interests in the areas of machine learning and multi-agent systems. He supervises a number of projects which span topics such as: Multi-Agent Systems Learning and Evolution Complex Adaptive Systems System Dynamics amp; Simulation Norms and Social Networks Cloud Computing amp; Energy Optimisation. Smart Cities Bioinformatics
Teaching Interests
Dr. Howley has a broad range of teaching interests such as:Agents, Multi-Agent Systems amp; Reinforcement Learning Algorithms and Logic Programming Languages (C, C# and Java) Programming Paradigms Software Engineering Artificial Intelligence
Education/Academic qualification
B.Sc, Ph.D
External positions
Lecturer, National University of Ireland Galway
1 Sept 2012 → …
Accepting PhD Students
- Accepting PhD Students
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):
-
SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action -
SDG 17 Partnerships for the Goals
Fingerprint
Dive into the research topics where Enda Howley is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
-
Classification of system dynamics model outputs using decision trees
Curran, M., Howley, E. & Duggan, J., 28 Aug 2025, In: Machine Learning With Applications.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Open AccessFile1 Citation (Scopus)2 Downloads (Pure) -
Stress-dependent growth of breast cancer models arises from a cellular volume checkpoint
Senthilkumar, I., Vangheel, J., Kumar, V., McNamara, L., Smeets, B., Howley, E. & McEvoy, E., 1 Aug 2025Research output: Other contribution (Published) › Other contribution
-
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 Access40 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
10 Citations (Scopus) -
Artificial neural networks based predictions towards the auto-tuning and optimization of parallel IO bandwidth in HPC system
Tipu, A. J. S., Conbhuí, P. & Howley, E., Feb 2024, In: Cluster Computing. 27, 1, p. 71-90 20 p.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Open Access7 Citations (Scopus)
-
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, ...
-
Kevin Derrane
Howley, E. (Primary Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
-
Xue Yang
Howley, E. (Co-Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
-
Irish Senthilkumar
Howley, E. (Primary Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
-
AAMAS Track Chair - Learning & Adaptation (External) (External organisation)
Howley, E. (Member)
31 May 2020 → …Activity: Membership › Membership of committee
Prizes
-
COSE PhD Scholarship - Karl Mason
Mason, K. (Recipient), Duggan, J. (Recipient) & Howley, E. (Recipient), 2015
Prize
-
Postgraduate Programme of the Year in Information Technology
Howley, E. (Recipient), Apr 2015
Prize: Honorary award
-
Shortlisted Finalist in the NUI Galway Presidents Teaching Awards
Howley, E. (Recipient), 2015
Prize: Honorary award
-
Shortlisted Finalist in the NUI Galway Presidents Teaching Awards
Howley, E. (Recipient), 2014
Prize: Honorary award
-
Shortlisted Finalist in the NUI Galway Presidents Teaching Awards
Howley, E. (Recipient), 2021
Prize: Honorary award