Date: 20 May 2021 Speaker: Inder Preet Title: Edge AI Abstract: EdgeAI explores the whole pipeline of an edge AI project from creating and training a neural network to pruning and quantizing it. Also, it creates embedded code to deploy the network on an edge device. Edge AI is predicted to be used in [...]
Date: 20 May 2021 Speaker: Naser Razavi Title: Machine Learning for Green Energy Abstract: ML4GE explores machine learning techniques to analyse smart-meter data. The idea is to use deep learning based clustering approaches to find similar energy consumption patterns and to put these similar patterns in the same group or cluster and then use these [...]
Date: 20 May 2021 Speaker: Michael Spence Title: AI for Bill Reduction Abstract: AI for Bill Reduction investigates the use of AI for the task of optimising energy usage in both commercial and domestic settings. The idea is to use reinforcement learning (RL), given the potential it has shown in solving complex optimisation problems. Businesses [...]
Date: 24th June at 11AM Speaker: Dr Bujar Raufi Title: State of the Art on Personalisation and Human Mental Workload Abstract: Data procreation on the Web has changed how users interact with it as an information space. This does not only profoundly change the user experience; it also obstructs the interaction by creating a degree [...]
Yesterday the Government launched "AI: Here for Good" a national AI strategy for Irish business and society. AI and other digital technologies are central to all aspects of business and society. This strategy will offer a roadmap to develop a more technologically responsive, ethical and human-centric design and development of digital technologies that will lead [...]
Sandesh Gangadhar from Bengaluru in India joined CeADAR’s Work Ready Group Programme after achieving an Msc in Computing (Data Science) from TU Dublin and having worked in travel and retail analytics for three years prior. “My experience with the programme has been very positive. The work has been challenging and provides me with a positive [...]
Date: 20 May 2021 Speaker: André Rios, Eren Aktas and Dr Bojan Bozic Title: Unsupervised Learning for Anomaly Detection Abstract: The purpose of this project is to investigate unsupervised learning techniques for anomaly detection - particularly for utilizing self organizing maps and auto-encoders. The ideal outcome of the project is a comprehensive state of the [...]
Sajjad Zulphekari, who comes from Iran, joined CeADAR’s Work Ready Graduate Programme after completing an MSc in Computer Science with a specialisation in Data Science at UCD. “My experience on the programme has been highly positive,” he says. “I like that CeADAR is very involved with my progress and hosts weekly update meetings and [...]
Knowledge Transfer Ireland, an initiative by the Government of Ireland, has compiled a document to help Irish Enterprise with their Research, Development and Innovation (RD&I) journey. This handbook navigates the systems and supports available to companies. The directory provides a range financial supports relevant to enterprise engaged in R&D and avenues to [...]
Date: 10th June at 11AM Speaker: Dr Andrés Fuster-Guilló Title: Tech4Diet. RGB-D-Based Framework to Acquire, Visualise and Measure Human Body for Dietetic Treatments. Abstract: The "Tech4Diet" project (tech4d.dtic.ua.es) is aimed at improving adherence to dietetic-nutritional treatment using state-of-the-art RGB-D sensors and virtual reality (VR) technology. Recent studies show that adherence to treatment can be improved [...]
