Search Results for author: Nina Dethlefs

Found 18 papers, 3 papers with code

RELATE: Generating a linguistically inspired Knowledge Graph for fine-grained emotion classification

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.

Common Sense Reasoning Emotion Classification +2

A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms

1 code implementation19 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.

Decision Making

XAI4Wind: A Multimodal Knowledge Graph Database for Explainable Decision Support in Operations & Maintenance of Wind Turbines

1 code implementation18 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.

A Deep Learning Approach Towards Prediction of Faults in Wind Turbines

no code implementations12 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.

Dilated LSTM with attention for Classification of Suicide Notes

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.

Classification General Classification

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