Concepedia
Statistics
Publications
28
Citations
1.3K
H-Index
17
Active since
1996
Affiliations
Aston University(Current)
University of Edinburgh
Beihang University
Hospital Universitario Río Hortega
Torrey Pines Institute For Molecular Studies
Ian T. Nabney is an author at Aston University specializing in engineering, data science, and machine learning.
Top concepts
EngineeringData ScienceMachine LearningStatisticsData MiningMeteorologyComputer ScienceData VisualizationVisual Data MiningMedicine
Publications per year
1996–2015
Wind Power Forecasts Using Gaussian Processes and Numerical Weather Prediction
Niya Chen, Zheng Qian, Ian T. Nabney et al. · IEEE Transactions on Power Systems · 2013 · 441 citations
Engineering, Weather Forecasting, Probabilistic Wave Modelling +18
Short-term electricity demand and gas price forecasts using wavelet transforms and adaptive models
Hang T. Nguyen, Ian T. Nabney · Energy · 2010 · 138 citations
Wavelet Transforms, Economic Forecasting, Engineering +11
Hierarchical GTM: constructing localized nonlinear projection manifolds in a principled way
Peter Tiňo, Ian T. Nabney · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 97 citations
Engineering, Geometry, Directional Curvatures +24
Age‐associated changes in long‐chain fatty acid profile during healthy aging promote pro‐inflammatory monocyte polarization via <scp>PPAR</scp> γ
Chathyan Pararasa, John Ikwuobe, Shahjahan Shigdar et al. · Aging Cell · 2015 · 77 citations · Full text
Aging, Immunology, Biogerontology +16
Visualization of Molecular Fingerprints
John R. Owen, Ian T. Nabney, José L. Medina‐Franco et al. · Journal of Chemical Information and Modeling · 2011 · 68 citations
Molecular Fingerprints, Engineering, Data Visualization +17
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