Damien Fay

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 15

Top Topics

Gaussian Mixture

Adaptation Strategies

Gaussian Process

Top Venues

J. Complex Networks

Publications

Damien Fay, Khaoula Kadri, Heni Masmoudi, Syrine Besbes, Jerry Bolton
Building modular network models through the XMI. SITIS (2022)
Rashid Bakirov, Damien Fay, Bogdan Gabrys
Automated adaptation strategies for stream learning. Mach. Learn. 110 (6) (2021)
Donya Rahmani, Mahesan Niranjan, Damien Fay, Akiko Takeda, Jacek Brodzki
Estimation of Gaussian mixture models via tensor moments with application to online learning. Pattern Recognit. Lett. 131 (2020)
Donya Rahmani, Damien Fay, Jacek Brodzki
A self-organising eigenspace map for time series clustering. CoRR (2019)
Rashid Bakirov, Bogdan Gabrys, Damien Fay
Generic adaptation strategies for automated machine learning. CoRR (2018)
Damien Fay, Liam O'Toole, Kenneth N. Brown
Gaussian Process models for ubiquitous user comfort preference sampling; global priors, active sampling and outlier rejection. Pervasive Mob. Comput. 39 (2017)
Rashid Bakirov, Bogdan Gabrys, Damien Fay
Multiple adaptive mechanisms for data-driven soft sensors. Comput. Chem. Eng. 96 (2017)
Damien Fay, Hamed Haddadi, Michael C. Seto, Han Wang, Christoph Carl Kling
An Exploration of Fetish Social Networks and Communities. NetSci-X (2016)
Han Wang, Damien Fay, Kenneth N. Brown, Liam Kilmartin
Modelling revenue generation in a dynamically priced mobile telephony service. Telecommun. Syst. 62 (4) (2016)
Damien Fay
Predictive Partitioning for Efficient BFS Traversal in Social Networks. CompleNet (2016)
Rashid Bakirov, Bogdan Gabrys, Damien Fay
Augmenting adaptation with retrospective model correction for non-stationary regression problems. IJCNN (2016)
Damien Fay, Andrew W. Moore, Kenneth N. Brown, Michele Filosi, Giuseppe Jurman
Graph metrics as summary statistics for Approximate Bayesian Computation with application to network model parameter estimation. J. Complex Networks 3 (1) (2015)
Damien Fay
Predictive partitioning for efficient BFS traversal in social networks. CoRR (2015)
Rashid Bakirov, Bogdan Gabrys, Damien Fay
On sequences of different adaptive mechanisms in non-stationary regression problems. IJCNN (2015)
Damien Fay, Hamed Haddadi, Michael C. Seto, Han Wang, Christoph Carl Kling
An exploration of fetish social networks and communities. CoRR (2015)
Jérôme Kunegis, Damien Fay, Christian Bauckhage
Spectral evolution in dynamic networks. Knowl. Inf. Syst. 37 (1) (2013)
Carlo Manna, Damien Fay, Kenneth N. Brown, Nic Wilson
Learning Occupancy in Single Person Offices with Mixtures of Multi-lag Markov Chains. ICTAI (2013)
Damien Fay, Gautam S. Thakur, Pan Hui, Ahmed Helmy
Knowledge Discovery and Causality in Urban City Traffic: A study using Planet Scale Vehicular Imagery Data. CTS@SIGSPATIAL (2013)
Damien Fay, Jérôme Kunegis, Eiko Yoneki
Centrality and mode detection in dynamic contact graphs; a joint diagonalisation approach. ASONAM (2013)
Mindaugas Norkus, Damien Fay, Mary J. Murphy, Frank Barry, Gearóid Ó Laighin, Liam Kilmartin
On the Application of Active Learning and Gaussian Processes in Postcryopreservation Cell Membrane Integrity Experiments. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (3) (2012)
Jérôme Kunegis, Sergej Sizov, Felix Schwagereit, Damien Fay
Diversity dynamics in online networks. HT (2012)
Damien Fay, Kenneth N. Brown, Liam O'Toole
Lies, damn lies and preferences: a Gaussian process model for ubiquitous thermal preference trials. BuildSys@SenSys (2012)
Damien Fay, Jérôme Kunegis, Eiko Yoneki
On Joint Diagonalisation for Dynamic Network Analysis CoRR (2011)
Damien Fay, Hamed Haddadi, Steve Uhlig, Liam Kilmartin, Andrew W. Moore, Jérôme Kunegis, Marios Iliofotou
Discriminating graphs through spectral projections. Comput. Networks 55 (15) (2011)
Jérôme Kunegis, Damien Fay, Christian Bauckhage
Network growth and the spectral evolution model. CIKM (2010)
Hamed Haddadi, Damien Fay, Steve Uhlig, Andrew W. Moore, Richard Mortier, Almerima Jamakovic
Mixing Biases: Structural Changes in the AS Topology Evolution. TMA (2010)
Ying Zhang, Damien Fay, Liam Kilmartin, Andrew W. Moore
A Garch-based adaptive playout delay algorithm for VoIP. Comput. Networks 54 (17) (2010)
Damien Fay, Hamed Haddadi, Andrew Thomason, Andrew W. Moore, Richard Mortier, Almerima Jamakovic, Steve Uhlig, Miguel Rio
Weighted spectral distribution for internet topology analysis: theory and applications. IEEE/ACM Trans. Netw. 18 (1) (2010)
Hamed Haddadi, Damien Fay, Almerima Jamakovic, Olaf Maennel, Andrew W. Moore, Richard Mortier, Steve Uhlig
On the importance of local connectivity for Internet topology models. International Teletraffic Congress (2009)
Damien Fay, Hamed Haddadi, Andrew W. Moore, Richard Mortier, Steve Uhlig, Almerima Jamakovic
A weighted spectrum metric for comparison of internet topologies. SIGMETRICS Perform. Evaluation Rev. 37 (3) (2009)
Hamed Haddadi, Damien Fay, Almerima Jamakovic, Olaf Maennel, Andrew W. Moore, Richard Mortier, Miguel Rio, Steve Uhlig
Beyond Node Degree: Evaluating AS Topology Models CoRR (2008)
Hamed Haddadi, Damien Fay, Steve Uhlig, Andrew W. Moore, Richard Mortier, Almerima Jamakovic, Miguel Rio
Tuning Topology Generators Using Spectral Distributions. SIPEW (2008)
Farouk Benabbas, Mohamed Tarek Khadir, Damien Fay, Ahmed Boughrira
Kohonen Map Combined to the K-Means Algorithm for the Identification of Day Types of Algerian Electricity Load. CISIM (2008)
Damien Fay, John V. Ringwood
A Wavelet Transfer Model for Time Series Forecasting. Int. J. Bifurc. Chaos 17 (10) (2007)
Damien Fay, John V. Ringwood, Marissa Condon, Michael Kelly
24-h electrical load data - a sequential or partitioned time series? Neurocomputing 55 (3-4) (2003)