60 citations
- University College DublinIE15 papers
- Royal Holloway University of LondonGB13 papers
- University of LimerickIE8 papers
- LeroIE5 papers
- Geological Survey of IrelandIE4 papers
- Ollscoil na Gaillimhe – University of GalwayIE4 papers
- University of OttawaCA4 papers
- University of LondonGB3 papers
- University of LuxembourgLU3 papers
- Valeo (Ireland)IE3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- University College CorkIE2 papers
6 papers · 1 filter
Graph-based Local Climate Classification in Iran
Neda Akrami, Koorush Ziarati, Soumyabrata Dev
In this paper, we introduce a novel graph-based method to classify the regions with similar climate in a local area. We refer our proposed method as Graph Partition Based Method (G…
Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability
Niamh Belton, Ivan Welaratne, Adil Dahlan +4
This work employs a pre-trained, multi-view Convolutional Neural Network (CNN) with a spatial attention block to optimise knee injury detection. An open-source Magnetic Resonance I…
Ontology Modeling for Decentralized Household Energy Systems
Jiantao Wu, Fabrizio Orlandi, Tarek AlSkaif +2
In a decentralized household energy system consisting of various devices such as washing machines, heat pumps, and solar panels, understanding the electric energy consumption and p…
Is Downloading this App Consistent with my Values? Conceptualizing a Value-Centered Privacy Assistant
Sarah E. Carter
Digital privacy notices aim to provide users with information to make informed decisions. They are, however, fraught with difficulties. Instead, I propose that data privacy decisio…
Development of a Soft Actor Critic Deep Reinforcement Learning Approach for Harnessing Energy Flexibility in a Large Office Building
Anjukan Kathirgamanathan, Eleni Mangina, Donal P. Finn
This research is concerned with the novel application and investigation of `Soft Actor Critic' (SAC) based Deep Reinforcement Learning (DRL) to control the cooling setpoint (and he…
Validating Clustering Frameworks for Electric Load Demand Profiles
Mayank Jain, Tarek AlSkaif, Soumyabrata Dev
Large-scale deployment of smart meters has made it possible to collect sufficient and high-resolution data of residential electric demand profiles. Clustering analysis of these pro…