Niall Lyons

According to our database, Niall Lyons authored at least 6 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach.

Arnab Neelim Mazumder, Niall Lyons, Ashutosh Pandey, Avik Santra, Tinoosh Mohsenin

Proceedings of the 31st European Signal Processing Conference, 2023

2022

XAI-Increment: A Novel Approach Leveraging LIME Explanations for Improved Incremental Learning.

Arnab Neelim Mazumder, Niall Lyons, Anand Dubey, Ashutosh Pandey, Avik Santra

CoRR, 2022

Robust Representations for Keyword Spotting Systems.

Aidan Smyth, Niall Lyons, Ted Wada, Robert Zopf, Ashutosh Pandey, Avik Santra

Proceedings of the 26th International Conference on Pattern Recognition, 2022

XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values.

Anand Dubey, Niall Lyons, Avik Santra, Ashutosh Pandey

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Improved Deep Representation Learning for Human Activity Recognition using IMU Sensors.

Niall Lyons, Avik Santra, Ashutosh Pandey

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2019

The Changing Role of the Software Engineer.

Edward Meade, Emma O'Keeffe, Niall Lyons, Dean Lynch, Murat Yilmaz, Ulas Güleç, Rory V. O'Connor, Paul M. Clarke

Proceedings of the Systems, Software and Services Process Improvement, 2019