Michael G. Madden
Orcid: 0000-0002-4443-7285Affiliations:
- National University of Ireland, School of Computer Science, Galway, Ireland
According to our database1,
Michael G. Madden
authored at least 69 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Enabling personalised disease diagnosis by combining a patient's time-specific gene expression profile with a biomedical knowledge base.
BMC Bioinform., December, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
2023
J. Electronic Imaging, 2023
Proceedings of the 38th International Conference on Image and Vision Computing New Zealand, 2023
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023
2022
Dataset, December, 2022
Dynamic Bayesian Network Learning to Infer Sparse Models From Time Series Gene Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Appl. Intell., 2022
2021
Coyote: A Dataset of Challenging Scenarios in Visual Perception for Autonomous Vehicles.
Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021
2020
Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis.
J. Chem. Inf. Model., 2020
Proceedings of the Information Management and Big Data, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
Ranked MSD: A New Feature Ranking and Feature Selection Approach for Biomarker Identification.
Proceedings of the Machine Learning and Knowledge Extraction, 2019
2018
A Virtual Testbed for Critical Incident Investigation with Autonomous Remote Aerial Vehicle Surveying, Artificial Intelligence, and Decision Support.
Proceedings of the ECML PKDD 2018 Workshops, 2018
Proceedings of the ECML PKDD 2018 Workshops, 2018
A Virtual Environment with Multi-Robot Navigation, Analytics, and Decision Support for Critical Incident Investigation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Using a Game Engine to Simulate Critical Incidents and Data Collection by Autonomous Drones.
Proceedings of the IEEE Games, Entertainment, Media Conference, 2018
Using Machine Learning to Distinguish Infected from Non-infected Subjects at an Early Stage Based on Viral Inoculation.
Proceedings of the Data Integration in the Life Sciences - 13th International Conference, 2018
Skilled Experience Catalogue: A Skill-Balancing Mechanism for Non-Player Characters using Reinforcement Learning.
Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018
2017
Accurate Bayesian Prediction of Cardiovascular-Related Mortality Using Ambulatory Blood Pressure Measurements.
Proceedings of the Artificial Intelligence in Medicine, 2017
2016
Proceedings of the Agents and Artificial Intelligence - 8th International Conference, 2016
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016
2015
Adaptive Shooting for Bots in First Person Shooter Games Using Reinforcement Learning.
IEEE Trans. Comput. Intell. AI Games, 2015
J. Chem. Inf. Model., 2015
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
A Bayesian Classification Approach to Improving Performance for a Real-World Sales Forecasting Application.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Learning to shoot in first person shooter games by stabilizing actions and clustering rewards for reinforcement learning.
Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015
Proceedings of the Foundations of Biomedical Knowledge Representation, 2015
Proceedings of the Foundations of Biomedical Knowledge Representation, 2015
2014
IEEE J. Biomed. Health Informatics, 2014
Knowl. Eng. Rev., 2014
Forming Coalitions in Self-interested Multi-agent Environments Through the Promotion of Fair and Cooperative Behaviour.
Proceedings of the Multi-Agent Systems - 12th European Conference, 2014
2013
Bayesian networks for mathematical models: Techniques for automatic construction and efficient inference.
Int. J. Approx. Reason., 2013
2012
DRE-Bot: A hierarchical First Person Shooter bot using multiple Sarsa(λ) reinforcement learners.
Proceedings of the 17th International Conference on Computer Games, 2012
2011
Proceedings of the Artificial Intelligence in Medicine, 2011
2010
Int. J. Knowl. Discov. Bioinform., 2010
Comparison of manual and automated simulation generation approaches and their use for construction applications.
Proceedings of the 2010 Winter Simulation Conference, 2010
An Ensemble Dynamic Time Warping Classifier with Application to Activity Recognition.
Proceedings of the Research and Development in Intelligent Systems XXVII, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Modelling Glycaemia in ICU Patients - A Dynamic Bayesian Network Approach.
Proceedings of the BIOSIGNALS 2010, 2010
2009
Knowl. Based Syst., 2009
Proceedings of the 2009 Winter Simulation Conference, 2009
Proceedings of the Artificial Intelligence and Cognitive Science - 20th Irish Conference, 2009
Analysis of the Effect of Unexpected Outliers in the Classification of Spectroscopy Data.
Proceedings of the Artificial Intelligence and Cognitive Science - 20th Irish Conference, 2009
2008
Harnessing the power of simulation in the project management / decision support aspects of the construction industry.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008
Proceedings of the Applications and Innovations in Intelligent Systems XVI, 2008
Probabilistic detection of short events, with application to critical care monitoring.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
2007
Editorial: the 18th artificial intelligence and cognitive science conference (AICS-07).
Artif. Intell. Rev., 2007
2006
A neural network approach to predicting stock exchange movements using external factors.
Knowl. Based Syst., 2006
The effect of principal component analysis on machine learning accuracy with high-dimensional spectral data.
Knowl. Based Syst., 2006
Proceedings of the Winter Simulation Conference WSC 2006, 2006
Proceedings of the Artificial Neural Networks, 2006
2005
Knowl. Based Syst., 2005
Artif. Intell. Rev., 2005
A strategy for autogeneration of space shuttle ground processing simulation models for project makespan estimation.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005
ANN-based Diagnostic System for Arrhythmia with ECG Signals.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005
2004
Transfer of Experience Between Reinforcement Learning Environments with Progressive Difficulty.
Artif. Intell. Rev., 2004
Proceedings of the Machine Learning, 2004
The Evolution of Probabilistic Reciprocity in a Multi-agent Environment with Neighborhoods.
Proceedings of the Cooperative Information Agents VIII, 8th International Workshop, 2004
2003
Proceedings of the Advances in Intelligent Data Analysis V, 2003
2002
CoRR, 2002
Proceedings of the naugural International Symposium on Principles and Practice of Programming in Java, 2002
Proceedings of the Artificial Intelligence and Cognitive Science, 2002