Sotabase

Career

· ML/AI Research Manager, HPE Labs Ireland2024–
· Secretary, DF BUILDERS LTD2012–2025

Publications (54)

On the Influence of Weather Forecast Errors in Short-Term Load Forecasting Models
IEEE Transactions on Power Systems · 2010
105
cited
Weighted Spectral Distribution for Internet Topology Analysis: Theory and Applications
IEEE/ACM Transactions on Networking · 2010
93
cited
Determining association networks in social animals: choosing spatial–temporal criteria and sampling rates
Behavioral Ecology and Sociobiology · 2011
66
cited
24-h Electrical Load Data - a Sequential or Partitioned Time Series?
Neurocomputing · 2003
55
cited
Network growth and the spectral evolution model
International Conference on Information and Knowledge Management · 2010
49
cited
Multiple adaptive mechanisms for data-driven soft sensors
Computers and Chemical Engineering · 2017
46
cited
Per flow packet sampling for high-speed network monitoring
2009 First International Communication Systems and Networks and Workshops · 2009
43
cited
Tuning Topology Generators Using Spectral Distributions
SPEC International Performance Evaluation Workshop · 2008
27
cited
Mixing Biases: Structural Changes in the AS Topology Evolution
Traffic Monitoring and Analysis · 2010
21
cited
On the importance of local connectivity for Internet topology models
International Test Conference · 2009
21
cited
Discriminating graphs through spectral projections
Comput. Networks · 2011
20
cited
Graph metrics as summary statistics for Approximate Bayesian Computation with application to network model parameter estimation
J. Complex Networks · 2015
20
cited
Learning Occupancy in Single Person Offices with Mixtures of Multi-lag Markov Chains
IEEE International Conference on Tools with Artificial Intelligence · 2013
18
cited
On sequences of different adaptive mechanisms in non-stationary regression problems
IEEE International Joint Conference on Neural Network · 2015
14
cited
Spectral evolution in dynamic networks
Knowledge and Information Systems · 2012
14
cited
Pervasive and Mobile Computing
13
cited
A Wavelet Transfer Model for Time Series Forecasting
International Journal of Bifurcation and Chaos in Applied Sciences and Engineering · 2007
12
cited
Weighted spectral distribution
2008
12
cited
Kohonen Map Combined to the K-Means Algorithm for the Identification of Day Types of Algerian Electricity Load
International Conference on Computer Information Systems and Industrial Management Applications · 2008
11
cited
Automated adaptation strategies for stream learning
Machine-mediated learning · 2018
10
cited
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Damien Fay | Researcher Profile | Sotabase | Sotabase