Projects per year
Overview
Professional memberships
- CEng, MIET
- Senior Fellow, Higher Education Academy
Supervised research degrees
- QoE-driven mobility management in 4G mobile network, PhD, 2017
- Efficient and intelligent transport protocols for VoIP applications, PhD 2016
- Video content and context-aware QoE prediction for HEVC video over IP networks, PhD, 2015.
- Computational study of the mechanisms underlying oscillation in neuronal locomotor circuits , PhD, 2014.
- Video quality prediction for video over wireless access networks (UMTS and WLAN), PhD, 2011.
- A framework for bioprofile analysis over Grid, PhD, 2008.
- Enhancement of perceived quality of service for voice over internet protocols systems, PhD, 2008.
- Resource-efficient strategies for mobile ad-hoc networking, PhD, 2007.
- Artificial intelligence based modelling of musical instruments and sound design, PhD, 2005.
- Early detection of dementia using the human electroencephalogram, PhD 2005.
- Speech quality prediction for voice over internet protocol networks, PhD, 2004.
- Performance characterisation of Internet protocol networks, PhD, 2004
- Closed loop control of total intravenous anaesthesia, PhD, 2003.
- Evaluation of intelligent medical systems, PhD, 2002.
- Intelligent techniques for reducing uncertainty in retrospective CTG analysis, MPhil, 2002.
- Natural algorithms in digital filter design, PhD, 2001.
- Investigation into digital audio equaliser systems and the effects of arithmetic and transform error on performance, PhD, 2001.
- Automated interpretation of the background EEG using fuzzy logic, PhD, 1998.
- Intelligent pattern analysis of foetal electrocardiogram, PhD, 1997.
- Intelligent techniques for handling uncertainty in the assessment of neonatal outcome, PhD, 1997.
- Applications of acousto-optic demodulation and decoding techniques, PhD, 1996
- Intelligent fetal monitoring and decision support in the management of labour, PhD, 1993.
- An adaptive high rate data channel for a compact cassette digital audio system, PhD, 1992.
- Knowledge based digital signal processing of human EEG, PhD, 1991.
- An optimum classification algorithm for weather image dissemination, MPhil, 1991
Teaching interests
- Digital Signal Processing: Theory and Practice
- Signal Analysis and Processing and Applications
- Advanced Signal Processing and Applications
- Intelligent Signal Processing and Data Analysis
- Machine Learning and Applications
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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SDG 4 Quality Education
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 11 Sustainable Cities and Communities
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SDG 12 Responsible Consumption and Production
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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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Intergenerational Codesign of Novel technologies In Coastal communities (ICONIC)
Jones, R. (PI - Principal Investigator), Aly, A. (CoI - Co-Investigator), Bazazian, D. (CoI - Co-Investigator), Gaudl, S. (CoI - Co-Investigator), Veliz Reyes, A. (CoI - Co-Investigator), Baxter, R. (RF - Research Fellow), Hagen, O. (RF - Research Fellow), Varga, M. (RF - Research Fellow), Zhang, L. (RF - Research Fellow), Asthana, S. (CoI - Co-Investigator), Howell, K. (CoI - Co-Investigator), Maudlin, D. (CoI - Co-Investigator), Ifeachor, E. (CoI - Co-Investigator), Willis, K. (CoI - Co-Investigator) & Zhou, S.-M. (CoI - Co-Investigator)
Engineering and Physical Sciences Research Council
1/11/22 → 30/04/25
Project: Research
Research output
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Explaining transformer-based classification of radiology reports
Courtman, M., Abdelhalim, G., Sun, L., Ifeachor, E., Mullin, S. & Thurston, M., 16 Jan 2026, In: BJR|Artificial Intelligence. 3, 1, ubag001.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
From Predictions to Explanations: Explainable AI for Autism Diagnosis and Identification of Critical Brain Regions: 18th International Joint Conference, BIOSTEC 2025
Gupta, K., Aly, A., Ifeachor, E. & Shankar, R., 2026, Biomedical Engineering Systems and Technologies - 18th International Joint Conference, BIOSTEC 20255, Revised Selected Papers. 1 ed. Springer Nature, Vol. 3115. p. 87-110 24 p. (Communications in Computer and Information Science; vol. 3115 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings published in a book › peer-review
Open AccessFile2 Downloads (Pure) -
Transformer-Based Drug-Resistant TB Diagnosis from Chest X-Rays: Multi-Class Evaluation and Deployment Insights
Mnyambo, J., Aly, A., Ifeachor, E., Wei, Y. & Zhou, S.-M., 2026, Biomedical Engineering Systems and Technologies - 18th International Joint Conference, BIOSTEC 20255, Revised Selected Papers. Springer , Vol. 3115. p. 335–353 19 p. (Communications in Computer and Information Science; vol. 3115 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings published in a book › peer-review
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UM–ProtoShare: UNet-Guided, Multi-scale Shared Prototypes for Interpretable Brain Tumour Classification Using Multi-sequence 3D MRI
Golbaf, A., Singh, V., Gaudl, S. & Ifeachor, E., 8 Jul 2026, In: Proceedings of Machine Learning Research. 315, p. 637-669 33 p.Research output: Contribution to journal › Conference proceedings published in a journal › peer-review
Open AccessFile1 Downloads (Pure) -
Cross-Domain Transfer Learning for Domain Adaptation in Autism Spectrum Disorder Diagnosis
Gupta, K., Aly, A. & Ifeachor, E., 11 Jan 2025, p. 53-64.Research output: Contribution to conference › Conference paper (not formally published) › peer-review
Open AccessFile55 Downloads (Pure)
Theses
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Investigation Of Ocular Artefacts In The Human EEG And Their Removal By A Microprocessor-based Instrument
Ifeachor, E. (Author), 1984Student thesis: PhD
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