Damien Fay

According to our database1, Damien Fay authored at least 32 papers between 2003 and 2021.

Collaborative distances:



In proceedings 
PhD thesis 


On csauthors.net:


Automated adaptation strategies for stream learning.
Mach. Learn., 2021

Estimation of Gaussian mixture models via tensor moments with application to online learning.
Pattern Recognit. Lett., 2020

A self-organising eigenspace map for time series clustering.
CoRR, 2019

Generic adaptation strategies for automated machine learning.
CoRR, 2018

Gaussian Process models for ubiquitous user comfort preference sampling; global priors, active sampling and outlier rejection.
Pervasive Mob. Comput., 2017

Multiple adaptive mechanisms for data-driven soft sensors.
Comput. Chem. Eng., 2017

Modelling revenue generation in a dynamically priced mobile telephony service.
Telecommun. Syst., 2016

An Exploration of Fetish Social Networks and Communities.
Proceedings of the Advances in Network Science, 2016

Augmenting adaptation with retrospective model correction for non-stationary regression problems.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Predictive Partitioning for Efficient BFS Traversal in Social Networks.
Proceedings of the Complex Networks VII, 2016

Graph metrics as summary statistics for Approximate Bayesian Computation with application to network model parameter estimation.
J. Complex Networks, 2015

On sequences of different adaptive mechanisms in non-stationary regression problems.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Spectral evolution in dynamic networks.
Knowl. Inf. Syst., 2013

Learning Occupancy in Single Person Offices with Mixtures of Multi-lag Markov Chains.
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.
Proceedings of the CTS 2013, 2013

Centrality and mode detection in dynamic contact graphs; a joint diagonalisation approach.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

On the Application of Active Learning and Gaussian Processes in Postcryopreservation Cell Membrane Integrity Experiments.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Lies, damn lies and preferences: a Gaussian process model for ubiquitous thermal preference trials.
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.
Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012

On Joint Diagonalisation for Dynamic Network Analysis
CoRR, 2011

Discriminating graphs through spectral projections.
Comput. Networks, 2011

Weighted spectral distribution for internet topology analysis: theory and applications.
IEEE/ACM Trans. Netw., 2010

A Garch-based adaptive playout delay algorithm for VoIP.
Comput. Networks, 2010

Mixing Biases: Structural Changes in the AS Topology Evolution.
Proceedings of the Traffic Monitoring and Analysis, Second International Workshop, 2010

Network growth and the spectral evolution model.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

A weighted spectrum metric for comparison of internet topologies.
SIGMETRICS Perform. Evaluation Rev., 2009

On the importance of local connectivity for Internet topology models.
Proceedings of the 21st International Teletraffic Congress, 2009

Beyond Node Degree: Evaluating AS Topology Models
CoRR, 2008

Tuning Topology Generators Using Spectral Distributions.
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.
Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008

A Wavelet Transfer Model for Time Series Forecasting.
Int. J. Bifurc. Chaos, 2007

24-h electrical load data - a sequential or partitioned time series?
Neurocomputing, 2003