no code implementations • LREC 2022 • Annika Marie Schoene, Nina Dethlefs, Sophia Ananiadou
These resources are either large, common-sense knowledge graphs (KG) that cover a limited amount of polarities/emotions or they are smaller in size (e. g.: lexicons), which require costly human annotation and cover fine-grained emotions.
1 code implementation • 19 Jul 2022 • Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs
With an increasing emphasis on driving down the costs of Operations and Maintenance (O&M) in the Offshore Wind (OSW) sector, comes the requirement to explore new methodology and applications of Deep Learning (DL) to the domain.
1 code implementation • 30 Mar 2022 • Joyjit Chatterjee, Nina Dethlefs
Wind energy has emerged as a highly promising source of renewable energy in recent times.
1 code implementation • 18 Dec 2020 • Joyjit Chatterjee, Nina Dethlefs
Condition-based monitoring (CBM) has been widely utilised in the wind industry for monitoring operational inconsistencies and failures in turbines, with techniques ranging from signal processing and vibration analysis to artificial intelligence (AI) models using Supervisory Control & Acquisition (SCADA) data.
no code implementations • 12 Dec 2019 • Joyjit Chatterjee, Nina Dethlefs
With the rising costs of conventional sources of energy, the world is moving towards sustainable energy sources including wind energy.
no code implementations • WS 2019 • Annika M Schoene, George Lacey, Alex Turner, er P, Nina Dethlefs
In this paper we present a dilated LSTM with attention mechanism for document-level classification of suicide notes, last statements and depressed notes.
no code implementations • WS 2014 • Helen Hastie, Marie-Aude Aufaure, Panos Alexopoulos, Hugues Bouchard, Catherine Breslin, Heriberto Cuay{\'a}huitl, Nina Dethlefs, Milica Ga{\v{s}}i{\'c}, James Henderson, Oliver Lemon, Xingkun Liu, Peter Mika, Nesrine Ben Mustapha, Tim Potter, Verena Rieser, Blaise Thomson, Pirros Tsiakoulis, Yves Vanrompay, Boris Villazon-Terrazas, Majid Yazdani, Steve Young, Yanchao Yu
no code implementations • WS 2013 • Helen Hastie, Marie-Aude Aufaure, Panos Alexopoulos, Heriberto Cuay{\'a}huitl, Nina Dethlefs, Milica Gasic, James Henderson, Oliver Lemon, Xingkun Liu, Peter Mika, Nesrine Ben Mustapha, Verena Rieser, Blaise Thomson, Pirros Tsiakoulis, Yves Vanrompay