Damien Fay

According to our database, Damien Fay authored at least 33 papers between 2003 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Building modular network models through the XMI.

Damien Fay, Khaoula Kadri, Heni Masmoudi, Syrine Besbes, Jerry Bolton

Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

2021

Automated adaptation strategies for stream learning.

Rashid Bakirov, Damien Fay, Bogdan Gabrys

Mach. Learn., 2021

2020

Estimation of Gaussian mixture models via tensor moments with application to online learning.

Donya Rahmani, Mahesan Niranjan, Damien Fay, Akiko Takeda, Jacek Brodzki

Pattern Recognit. Lett., 2020

2019

A self-organising eigenspace map for time series clustering.

Donya Rahmani, Damien Fay, Jacek Brodzki

CoRR, 2019

2018

Generic adaptation strategies for automated machine learning.

Rashid Bakirov, Bogdan Gabrys, Damien Fay

CoRR, 2018

2017

Gaussian Process models for ubiquitous user comfort preference sampling; global priors, active sampling and outlier rejection.

Damien Fay, Liam O'Toole, Kenneth N. Brown

Pervasive Mob. Comput., 2017

Multiple adaptive mechanisms for data-driven soft sensors.

Rashid Bakirov, Bogdan Gabrys, Damien Fay

Comput. Chem. Eng., 2017

2016

Modelling revenue generation in a dynamically priced mobile telephony service.

Han Wang, Damien Fay, Kenneth N. Brown, Liam Kilmartin

Telecommun. Syst., 2016

An Exploration of Fetish Social Networks and Communities.

Damien Fay, Hamed Haddadi, Michael C. Seto, Han Wang, Christoph Carl Kling

Proceedings of the Advances in Network Science, 2016

Augmenting adaptation with retrospective model correction for non-stationary regression problems.

Rashid Bakirov, Bogdan Gabrys, Damien Fay

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Predictive Partitioning for Efficient BFS Traversal in Social Networks.

Damien Fay

Proceedings of the Complex Networks VII, 2016

2015

Graph metrics as summary statistics for Approximate Bayesian Computation with application to network model parameter estimation.

Damien Fay, Andrew W. Moore, Kenneth N. Brown, Michele Filosi, Giuseppe Jurman

J. Complex Networks, 2015

On sequences of different adaptive mechanisms in non-stationary regression problems.

Rashid Bakirov, Bogdan Gabrys, Damien Fay

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2013

Spectral evolution in dynamic networks.

Jérôme Kunegis, Damien Fay, Christian Bauckhage

Knowl. Inf. Syst., 2013

Learning Occupancy in Single Person Offices with Mixtures of Multi-lag Markov Chains.

Carlo Manna, Damien Fay, Kenneth N. Brown, Nic Wilson

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Knowledge Discovery and Causality in Urban City Traffic: A study using Planet Scale Vehicular Imagery Data.

Damien Fay, Gautam S. Thakur, Pan Hui, Ahmed Helmy

Proceedings of the CTS 2013, 2013

Centrality and mode detection in dynamic contact graphs; a joint diagonalisation approach.

Damien Fay, Jérôme Kunegis, Eiko Yoneki

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

On the Application of Active Learning and Gaussian Processes in Postcryopreservation Cell Membrane Integrity Experiments.

Mindaugas Norkus, Damien Fay, Mary J. Murphy, Frank Barry, Gearóid Ó Laighin, Liam Kilmartin

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Lies, damn lies and preferences: a Gaussian process model for ubiquitous thermal preference trials.

Damien Fay, Kenneth N. Brown, Liam O'Toole

Proceedings of the BuildSys '12 Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, 2012

Diversity dynamics in online networks.

Jérôme Kunegis, Sergej Sizov, Felix Schwagereit, Damien Fay

Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012

2011

On Joint Diagonalisation for Dynamic Network Analysis

Damien Fay, Jérôme Kunegis, Eiko Yoneki

CoRR, 2011

Discriminating graphs through spectral projections.

Damien Fay, Hamed Haddadi, Steve Uhlig, Liam Kilmartin, Andrew W. Moore, Jérôme Kunegis, Marios Iliofotou

Comput. Networks, 2011

2010

Weighted spectral distribution for internet topology analysis: theory and applications.

Damien Fay, Hamed Haddadi, Andrew Thomason, Andrew W. Moore, Richard Mortier, Almerima Jamakovic, Steve Uhlig, Miguel Rio

IEEE/ACM Trans. Netw., 2010

A Garch-based adaptive playout delay algorithm for VoIP.

Ying Zhang, Damien Fay, Liam Kilmartin, Andrew W. Moore

Comput. Networks, 2010

Mixing Biases: Structural Changes in the AS Topology Evolution.

Hamed Haddadi, Damien Fay, Steve Uhlig, Andrew W. Moore, Richard Mortier, Almerima Jamakovic

Proceedings of the Traffic Monitoring and Analysis, Second International Workshop, 2010

Network growth and the spectral evolution model.

Jérôme Kunegis, Damien Fay, Christian Bauckhage

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

A weighted spectrum metric for comparison of internet topologies.

Damien Fay, Hamed Haddadi, Andrew W. Moore, Richard Mortier, Steve Uhlig, Almerima Jamakovic

SIGMETRICS Perform. Evaluation Rev., 2009

On the importance of local connectivity for Internet topology models.

Hamed Haddadi, Damien Fay, Almerima Jamakovic, Olaf Maennel, Andrew W. Moore, Richard Mortier, Steve Uhlig

Proceedings of the 21st International Teletraffic Congress, 2009

2008

Beyond Node Degree: Evaluating AS Topology Models

Hamed Haddadi, Damien Fay, Almerima Jamakovic, Olaf Maennel, Andrew W. Moore, Richard Mortier, Miguel Rio, Steve Uhlig

CoRR, 2008

Tuning Topology Generators Using Spectral Distributions.

Hamed Haddadi, Damien Fay, Steve Uhlig, Andrew W. Moore, Richard Mortier, Almerima Jamakovic, Miguel Rio

Proceedings of the Performance Evaluation: Metrics, 2008

Kohonen Map Combined to the K-Means Algorithm for the Identification of Day Types of Algerian Electricity Load.

Farouk Benabbas, Mohamed Tarek Khadir, Damien Fay, Ahmed Boughrira

Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008

2007

A Wavelet Transfer Model for Time Series Forecasting.

Damien Fay, John V. Ringwood

Int. J. Bifurc. Chaos, 2007

2003

24-h electrical load data - a sequential or partitioned time series?

Damien Fay, John V. Ringwood, Marissa Condon, Michael Kelly

Neurocomputing, 2003