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Nikolaos Nikolaou
Nikolaos Nikolaou
Other namesNikos Nikolaou, Nikos Nikolau
Lecturer in Data Intensive Science, UCL
Verified email at ucl.ac.uk - Homepage
Title
Cited by
Cited by
Year
Cost-sensitive boosting algorithms: Do we really need them?
N Nikolaou, N Edakunni, M Kull, P Flach, G Brown
Machine Learning 104, 359-384, 2016
832016
Ariel: Enabling planetary science across light-years
G Tinetti, P Eccleston, C Haswell, PO Lagage, J Leconte, T Lüftinger, ...
arXiv preprint arXiv:2104.04824, 2021
572021
Peeking inside the black box: Interpreting deep-learning models for exoplanet atmospheric retrievals
KH Yip, Q Changeat, N Nikolaou, M Morvan, B Edwards, IP Waldmann, ...
The Astronomical Journal 162 (5), 195, 2021
272021
Information theoretic feature selection in multi-label data through composite likelihood
K Sechidis, N Nikolaou, G Brown
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2014
262014
Detrending Exoplanetary Transit Light Curves with Long Short-term Memory Networks
M Morvan, N Nikolaou, A Tsiaras, IP Waldmann
The Astronomical Journal 159 (3), 109, 2020
202020
PyLightcurve-torch: a transit modeling package for deep learning applications in PyTorch
M Morvan, A Tsiaras, N Nikolaou, IP Waldmann
Publications of the Astronomical Society of the Pacific 133 (1021), 034505, 2021
182021
Lessons learned from the 1st Ariel Machine Learning Challenge: Correcting transiting exoplanet light curves for stellar spots
N Nikolaou, IP Waldmann, A Tsiaras, M Morvan, B Edwards, KH Yip, ...
RAS Techniques and Instruments 2 (1), 695-709, 2023
132023
Don't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series Transformer
M Morvan, N Nikolaou, KH Yip, I Waldmann
arXiv preprint arXiv:2207.02777, 2022
132022
Autoencoder-based multimodal prediction of non-small cell lung cancer survival
JG Ellen, E Jacob, N Nikolaou, N Markuzon
Scientific Reports 13 (1), 15761, 2023
112023
Calibrating AdaBoost for asymmetric learning
N Nikolaou, G Brown
International Workshop on Multiple Classifier Systems, 112-124, 2015
112015
Pushing the Limits of Exoplanet Discovery via Direct Imaging with Deep Learning
KH Yip, N Nikolaou, P Coronica, A Tsiaras, B Edwards, Q Changeat, ...
In Proc. of Machine Learning and Knowledge Discovery in Databases, ECML PKDD …, 2019
102019
Wireless technologies convergence: results and experience
N Nikolaou, K Vaxevanakis, S Maniatis, I Venieris, N Zervos
2000 IEEE Wireless Communications and Networking Conference. Conference …, 2000
102000
Deep learning for intrusion detection systems (IDSs) in time series data
K Psychogyios, A Papadakis, S Bourou, N Nikolaou, A Maniatis, ...
Future Internet 16 (3), 73, 2024
92024
Vulnerability identification and assessment for critical infrastructures in the energy sector
N Nikolaou, A Papadakis, K Psychogyios, T Zahariadis
Electronics 12 (14), 3185, 2023
62023
Cost-Sensitive Boosting: A Unified Approach
N Nikolaou
University of Manchester, 2016
62016
Simulation framework for adaptive overlay content caching
T Zahariadis, A Papadakis, N Nikolaou
2012 35th International Conference on Telecommunications and Signal …, 2012
52012
Music emotion classification
N Nikolaou
Dissertation for the Diploma of Electronic and Computer Engineering …, 2011
52011
Margin maximization as lossless maximal compression
N Nikolaou, H Reeve, G Brown
arXiv preprint arXiv:2001.10318, 2020
42020
Quantifying the advantage of multimodal data fusion for survival prediction in cancer patients
N Nikolaou, D Salazar, H RaviPrakash, M Gonçalves, R Mulla, ...
bioRxiv, 2024.01. 08.574756, 2024
32024
Fast regression of the tritium breeding ratio in fusion reactors
P Mánek, G Van Goffrier, V Gopakumar, N Nikolaou, J Shimwell, ...
Machine Learning: Science and Technology 4 (1), 015008, 2023
32023
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