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Theodoros (Theo) Damoulas
Theodoros (Theo) Damoulas
Professor, University of Warwick - UKRI Turing AI Fellow
E-mail confirmado em warwick.ac.uk - Página inicial
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The eBird enterprise: An integrated approach to development and application of citizen science
BL Sullivan, JL Aycrigg, JH Barry, RE Bonney, N Bruns, CB Cooper, ...
Biological conservation 169, 31-40, 2014
7132014
Shifts in Arctic vegetation and associated feedbacks under climate change
RG Pearson, SJ Phillips, MM Loranty, PSA Beck, T Damoulas, SJ Knight, ...
Nature climate change 3 (7), 673-677, 2013
6832013
Probabilistic multi-class multi-kernel learning: on protein fold recognition and remote homology detection
T Damoulas, MA Girolami
Bioinformatics 24 (10), 1264-1270, 2008
1972008
Multiclass Relevance Vector Machines: sparsity and accuracy
I Psorakis, T Damoulas, MA Girolami
IEEE Transactions on Neural Networks 21 (10), 1588-1598, 2010
1702010
A human/computer learning network to improve biodiversity conservation and research
S Kelling, J Gerbracht, D Fink, C Lagoze, WK Wong, J Yu, T Damoulas, ...
AI magazine 34 (1), 10-10, 2013
98*2013
Nonasymptotic estimates for Stochastic Gradient Langevin Dynamics under local conditions in nonconvex optimization
Y Zhang, ÖD Akyildiz, T Damoulas, S Sabanis
https://arxiv.org/abs/1910.02008, 2019
97*2019
Generalized variational inference: Three arguments for deriving new posteriors
J Knoblauch, J Jewson, T Damoulas
arXiv preprint arXiv:1904.02063, 2019
842019
Using Topological Analysis to Support Event-Guided Exploration in Urban Data
H Doraiswamy, N Ferreira, T Damoulas, J Freire, C Silva
IEEE VIS 2014, 2014
772014
Data polygamy : the many-many relationships among urban spatio-temporal data sets
F Chirigati, H Doraiswamy, T Damoulas, J Freire
Proceedings of the 2016 ACM SIGMOD International Conference on Management of …, 2016
762016
Combining feature spaces for classification
T Damoulas, MA Girolami
Pattern Recognition 42 (11), 2671-2683, 2009
682009
Adaptive Spatio-Temporal Exploratory Models: Hemisphere-wide species distributions from massively crowdsourced eBird data.
D Fink, T Damoulas, J Dave
Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2013), 2013
582013
Self-service terminal
C He, T Damoulas, M Girolami
US Patent 7,942,315, 2011
482011
Inferring sparse kernel combinations and relevance vectors: an application to subcellular localization of proteins
T Damoulas, Y Ying, MA Girolami, C Campbell
2008 Seventh International Conference on Machine Learning and Applications …, 2008
482008
Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with -Divergences
J Knoblauch, JE Jewson, T Damoulas
Advances in Neural Information Processing Systems 31, 2018
472018
Crowdsourcing meets ecology: hemisphere-wide spatiotemporal species distribution models
D Fink, T Damoulas, NE Bruns, FA La Sorte, WM Hochachka, CP Gomes, ...
AI magazine 35 (2), 19-30, 2014
462014
Pattern recognition with a Bayesian kernel combination machine
T Damoulas, MA Girolami
Pattern Recognition Letters 30 (1), 46-54, 2009
422009
Constraint reasoning and kernel clustering for pattern decomposition with scaling
R LeBras, T Damoulas, JM Gregoire, A Sabharwal, CP Gomes, R Dover
International Conference on Principles and Practice of Constraint …, 2011
402011
Bayesian classification of flight calls with a novel dynamic time warping kernel
T Damoulas, S Henry, A Farnsworth, M Lanzone, C Gomes
2010 Ninth International Conference on Machine Learning and Applications …, 2010
382010
Spatio-temporal Bayesian on-line changepoint detection with model selection
J Knoblauch, T Damoulas
International Conference on Machine Learning, 2718-2727, 2018
342018
Towards Data-Driven Energy Consumption Forecasting of Multi-Family Residential Buildings: Feature Selection via The Lasso
RK Jain, T Damoulas, CE Kontokosta
Computing in Civil and Building Engineering (2014), 1675-1682, 2014
312014
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Artigos 1–20