Research output per year
Research output per year
Personal profile
Biography
Formerly an Associate Professor at the University of Sao Paulo, Brazil, she joined the School of Computer Science and Information Technology, UCC in 2019/2020. She has been involved in the field of Data visualization most of her professional life and is currently researching Data Analytics, AI and visualization as well as applications. Applications include natural environmental monitoring through soundscape ecology, language modelling and its societal impact, cultural analytics, ageing applications, and biomarker identification for cancer.
Teaching Activities
Python Programming CS 1202 - Programming for Digital Humanities I CS 1203 - Programming for Digital Humanities II CS 3205 - Data Visualization for Analytics Applications - BSc CS 6426 - Data Visualization for Analytics Applications - MSc Visualization Data Science Algorithms Graphs
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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AI EcoSound Tutor: A guiding tool for exploring AI in bioacoustics
Azeem, M., Nguyen, H. & Minghim, R., 2025, (Submitted) p. 1-9. 9 p.Research output: Contribution to conference › Paper
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Enhancing sound-based classification of birds and anurans with spectrogram representations and acoustic indices in neural network architectures
Dias, F. F., Ponti, M. A. & Minghim, R., Dec 2025, In: Ecological Informatics. 90, 103232.Research output: Contribution to journal › Article › peer-review
Open Access -
Accessmath: Towards Developing an Accessible Interactive Learning Platform to Overcome the Challenges of Blind and Visually Impaired Students in Learning Mathematics
Shoaib, M., Minghim, R., Fitzpatrick, D. & Pitt, I., 2024, Universal Access in Human-Computer Interaction - 18th International Conference, UAHCI 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Proceedings. Antona, M. & Stephanidis, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 174-184 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14698 LNCS).Research output: Chapter in Book/Report/Conference proceedings › Chapter › peer-review
Open Access -
A Study on Text Classification in the Age of Large Language Models
Trust, P. & Minghim, R., Dec 2024, In: Machine Learning and Knowledge Extraction. 6, 4, p. 2688-2721 34 p.Research output: Contribution to journal › Article › peer-review
Open Access -
MANet: A Deep Learning Framework for Multi-Cancer Microarray Analysis, Classification, and Visualization
Younis, H., Azeem, M., Ronan, I. & Minghim, R., 2024, 2024 International Conference on Frontiers of Information Technology, FIT 2024. Institute of Electrical and Electronics Engineers Inc., (2024 International Conference on Frontiers of Information Technology, FIT 2024).Research output: Chapter in Book/Report/Conference proceedings › Chapter › peer-review
Press/Media
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University College Cork Researcher Releases New Data on Knowledge Extraction (A Study on Text Classification in the Age of Large Language Models)
5/12/24
1 item of Media coverage
Press/Media
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UCC researchers’ projects awarded over €5m combined for studies on antibiotic resistance and language analysis
Cryan, J. F., Minghim, R., Murphy, O. & O'Sullivan, J.
16/11/23
2 items of Media coverage
Press/Media