Browsing Technological University of the Shannon: Midlands Midwest by Author "Daly, Mark"
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A comparative analysis of sentiment analysis tools for data mining systems
Coughlan, Emer; Scott, David; Daly, Mark (Athlone Institute of Technology, 2020-06)Over the past few years the rise in big data is something that has gained a lot of traction and attention, the sheer volume of data produced by humans is increasing rapidly each year The growth in social media over ... -
First results from the REAL-time transient acquisition backend (REALTA) at the Irish LOFAR station
Murphy, P.C.; Callanan, P.; McCauley, J.; McKenna, D.J.; Ó Fionnagáin, D.; Louis, C.K.; Redman, M.P.; Cañizares, L.A.; Carley, E.P.; Maloney, S.A.; Coghlan, B.; Daly, Mark; Scully, J.; Dooley, J.; Gajjar, V.; Giese, C.; Brennan, A.; Keane, E.F.; Maguire, C.A.; Quinn, J.; Mooney, S.; Ryan, A.M.; Walsh, J.; Jackman, C.M.; Golden, A.; Ray, T.P.; Doyle, J.G.; Rigney, J.; Burton, M.; Gallagher, P.T. (ESO/EDP Sciences, 2021-10-28)Modern radio interferometers such as the LOw Frequency ARray (LOFAR) are capable of producing data at hundreds of gigabits to terabits per second. This high data rate makes the analysis of radio data cumbersome and ... -
Multi-resolution pre-processing for pattern recognition in images and audio signals
Mansor, Noha (Athlone Institute of Technology, 2020-10-05)With the rapid growth of technology and the proliferation of data in this “digital age”, most current data (imaging and audio) applications require higher data resolution, higher data transmission rates, and better ... -
Novel studies into the improvement of cattle fertility using multiple technologies that converges bioinformatics with machine learning.
Flores, David (Technological University of the Shannon: Midlands Midwest, 2022)This study aimed to evaluate the presence of a panel of 18 candidate lethal recessives in the Irish dairy, and beef cattle populations. Establishing the presence and frequency of such recessive alleles will assist the ... -
Optimizing the hardness of SLA printed objects by using the neural netwok and genetic algorithm
Hu, Guang; Hopkins, Michael; Hayes, Conor; Daly, Mark; Zhou, Haiying; Devine, Declan M.; 3D printing; Stereolithography (Elsevier, 2019-06)In the developing field of manufacturing, 3D printing is rapidly increasing the horizon of what is possible. However, the possibility of implementing new 3D methods of production has brought new challenges for industries, ... -
Real-time processing of I-LOFAR data using signal and image-based artificial intelligence/machine learning methods
Scully, Jeremiah (Technological University of the Shannon Midlands Midwest, 2023-08)Solar flares discharge up to 1025J of magnetic energy into the solar atmosphere and are often linked with high-intensity radio emissions known as Solar Radio Bursts (SRBs). SRBs are commonly found in dynamic spectra and ... -
The self-generating model: an adaptation of the self-organizing map for intellgent agents and data mining.
De Butléir, Amy; Daly, Mark; Russell, Mike (Springer International, 2018-04-19)We present the Self-Generating Model (SGM), a new version of the Self-organizing Map (SOM) that has been adapted for use in intelligent data mining ALife agents. The SGM sacrifices the topology-preserving ability of the ... -
Type III solar radio burst detection and classification: a deep learning approach
Scully, Jeremiah; Flynn, Ronan; Carley, Eoin; Gallagher, Peter; Daly, Mark (IEEE, 2021-06-10)Solar Radio Bursts (SRBs) are generally observed in dynamic spectra and have five major spectral classes, labelled Type I to Type V depending on their shape and extent in frequency and time. Due to their complex characterization, ...