Research Output

2020

Acrylamide in industrial potato crisp manufacturing: a potential tool for its reduction

Ledbetter, M., Bartlett, L., Montague, G., Fiore, A., Sturrock, K. & McNamara, G., 1 Apr 2020, In : LWT - Food Science and Technology.

Research output: Contribution to journalArticle

Developments in AI and Machine Learning for Neuroimaging

O’Sullivan, S., Jeanquartier, F., Jean-Quartier, C., Holzinger, A., Shiebler, D., Moon, P. & Angione, C., 24 Jun 2020, Developments in AI and Machine Learning for Neuroimaging. Holzinger, A., Goebel, R., Mengel, M. & Müller, H. (eds.). Springer, Vol. 12090. p. 307-320 14 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Open Access
File
74 Downloads (Pure)

Multi-class multi-level classification algorithm for skin lesions classification using machine learning techniques

Hameed, N., Shabut, A. M., Ghosh, M. K. & Hossain, M. A., 1 Mar 2020, In : Expert Systems with Applications. 141, 112961.

Research output: Contribution to journalArticle

Posture and Back Shape Measurement Tools: A Narrative Literature Review

Kandasamy, G., Bettany-Saltikov, J. & Van Schaik, P., 8 Apr 2020, Spinal Deformities in Adolescents, Adults and Older Adults. InTech – Open Access Publisher, 23 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access

Shunting microfluidic PCR device for rapid bacterial detection

Salman, A., Carney, H., Bateson, S. & Ali, Z., 15 Jan 2020, In : Talanta. 207, 8 p., 120303.

Research output: Contribution to journalArticle

3 Downloads (Pure)

Structural monitoring system for proactive detection of corrosion and coating failure

Latif, J., Khan, Z. A. & Stokes, K., 1 Jan 2020, In : Sensors and Actuators, A: Physical. 301, 111693.

Research output: Contribution to journalArticle

Open Access
2019

Advances in automated tongue diagnosis techniques

Hoque Tania, M., Lwin, K. & Hossain, A., 1 Mar 2019, In : Integrative Medicine Research. 8, 1, p. 42-56

Research output: Contribution to journalArticle

Open Access
File
157 Downloads (Pure)

An Intelligent Computer-Aided Scheme for Classifying Multiple Skin Lesions

Hameed, N., Hameed, F., Shabut, A., Khan, S., Cirstea, S. & Hossain, A., 28 Aug 2019, In : Computers. 8, 3, 12 p., 62.

Research output: Contribution to journalArticle

Open Access
File
78 Downloads (Pure)

An Intelligent Inflammatory Skin Lesions Classification Scheme for Mobile Devices

Hameed, N., Shabut, A., Hameed, F., Cirestea, S. & Hossain, A., 22 Aug 2019, p. 83-88. 6 p.

Research output: Contribution to conferencePaper

An optimal condition based maintenance scheduling for metal structures based on a multidisciplinary research approach

Latif, J., Khan, Z. A., Nazir, M. H., Stokes, K. & Smith, R., 3 Jun 2019, In : Structure and Infrastructure Engineering. 15, 10, p. 1366-1381 16 p.

Research output: Contribution to journalArticle

Open Access

Clustering and Classification of a Qualitative Colorimetric Test

Hoque Tania, M., Lwin, K. T., Shabut, A. M. & Hossain, A., 7 Mar 2019, Proceedings - 2018 International Conference on Computing, Electronics and Communications Engineering, iCCECE 2018. Excell, P. S., Ali, M., Jones, A., Soomro, S. & Miraz, M. H. (eds.). Institute of Electrical and Electronics Engineers Inc., 5 p. 8658480. (Proceedings - 2018 International Conference on Computing, Electronics and Communications Engineering, iCCECE 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Combining metabolic modelling with machine learning accurately predicts yeast growth rate

Culley, C., Vijayakumar, S., Zampieri, G. & Angione, C., Jun 2019, (Accepted/In press).

Research output: Contribution to conferencePaper

Open Access
File
306 Downloads (Pure)

Developments in Transduction, Connectivity and AI/Machine Learning for Point-of-Care Testing

O'Sullivan, S., Ali, Z., Jiang, X., Abdolvand, R., Ünlü, M. S., Plácido da Silva, H., Baca, J. T., Kim, B., Scott, S., Moradian, S., Sajid, M. I., Mansoorzare, H. & Holzinger, A., 23 Apr 2019, In : Sensors. 19, 8, 31 p., 1917.

Research output: Contribution to journalArticle

Open Access
File
155 Downloads (Pure)

Dynamic multi-objective optimisation using deep reinforcement learning: benchmark, algorithm and an application to identify vulnerable zones based on water quality

Hasan, M. M., Lwin, K., Imani, M., Shabut, A., Bittencourt, L. F. & Hossain, A., 30 Nov 2019, In : Engineering Applications of Artificial Intelligence. 86, p. 107-135 29 p.

Research output: Contribution to journalArticle

Open Access
File
168 Downloads (Pure)

Impedimetric array in polymer microfluidic cartridge for low cost point-of-care diagnostics

Lakey, A., Ali, Z., Scott, S., Chebil, S., Korri-Youssoufi, H., Hunor, S., Ohlander, A., Kuphal, M. & Samitier Marti, J., 15 Mar 2019, In : Biosensors and Bioelectronics. 129, p. 147-154 8 p.

Research output: Contribution to journalArticle

Open Access
File
78 Downloads (Pure)

Intelligent image-based colourimetric tests using machine learning framework for lateral flow assays

Tania, M. H., Lwin, K. T., Shabut, A. M., Najlah, M., Chin, J. & Hossain, M. A., 31 Jul 2019, In : Expert Systems with Applications. 139, p. 112843

Research output: Contribution to journalArticle

Intelligent web-phishing detection and protection scheme using integrated features of Images, frames and text

Adebowale, M. A., Lwin, K. T., Sánchez, E. & Hossain, M. A., 31 Jan 2019, In : Expert Systems with Applications. 115, p. 300-313 14 p.

Research output: Contribution to journalReview article

Open Access
File
195 Downloads (Pure)

Machine and deep learning meet genome-scale metabolic modeling

Zampieri, G., Vijayakumar, S., Yaneske, E. & Angione, C., 11 Jul 2019, In : PLoS Computational Biology. 15, 7, 29 p., e1007084.

Research output: Contribution to journalArticle

Open Access
File
100 Downloads (Pure)
Open Access
File
12 Downloads (Pure)

School‐based education programmes for improving knowledge of back health, ergonomics and postural behaviour of school children aged 4–18: A systematic review

Bettany-Saltikov, J., Kandasamy, G., Van Schaik, P., McSherry, R., Hogg, J., Whittaker, V., Arnell, T. & Aristegui Racero, G., 13 Jul 2019, In : Campbell Systematic Reviews. 15, 1-2, p. 1-11 11 p., e1014.

Research output: Contribution to journalReview article

Open Access
File
246 Downloads (Pure)
Open Access
File
41 Downloads (Pure)

Towards online Near-Infrared spectroscopy to optimise food product mixing

Barone, A., Glassey, J. & Montague, G., 31 Dec 2019, In : Journal of Food Engineering. 236, p. 227-236 10 p.

Research output: Contribution to journalArticle

Open Access
File
1 Downloads (Pure)
2018

Advances in crowd analysis for urban applications through urban event detection Authors

Kaiser, M. S., Lwin, K., Mahmud, M., Hajializadeh, D., Chaipimonplin, T., Sarhan, A. & Hossain, A., 3 Oct 2018, In : IEEE Transactions on Intelligent Transportation Systems. 19, 10, p. 3092-3112

Research output: Contribution to journalArticle

Open Access
File
166 Downloads (Pure)

A network-based ranking approach to discover places visited by tourists from geo-located tweets

Cortesi, N., Gotti, K., Psaila, G., Burini, F., Lwin, K. T. & Hossain, A., 19 Feb 2018, In : 2017 11th International Conference on Software, Knowledge, Information Management and Applications (SKIMA). 8 p.

Research output: Contribution to journalConference article

An intelligent mobile-enabled expert system for tuberculosis disease diagnosis in real time

Shabut, A. M., Hoque Tania, M., Lwin, K. T., Evans, B. A., Yusof, N. A., Abu-Hassan, K. J. & Hossain, M. A., 7 Jul 2018, In : Expert Systems with Applications. 114, p. 65-77 13 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
138 Downloads (Pure)

A P2P Botnet detection scheme based on decision tree and adaptive multilayer neural networks

Alauthaman, M., Aslam, N., Zhang, L., Alasem, R. & Hossain, M. A., 1 Jun 2018, In : Neural Computing and Applications. 29, 11, p. 991-1004 14 p.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
122 Downloads (Pure)

Condition monitoring and predictive modelling of coating delamination applied to remote stationary and mobile assets

Latif, J., Khan, Z. A., Nazir, M. H., Stokes, K. & Plummer, J., 12 Jun 2018, In : Structural Health Monitoring. 18, 4, p. 1056-1073

Research output: Contribution to journalArticle

Open Access
File
126 Downloads (Pure)

Life assessment prognostic modelling for multi-layered coating systems using a multidisciplinary approach

Latif, J., Khan, Z. A., Nazir, M. H., Stokes, K. & Plummer, J., 13 Apr 2018, In : Materials Science and Technology. 34, 6, p. 664-678 15 p.

Research output: Contribution to journalArticle

Open Access
File
110 Downloads (Pure)

Measuring Resource Efficiency and Resource Effectiveness in Manufacturing

Gharfalkar, M., Ali, Z. & Hillier, G., 31 Dec 2018, In : International Journal of Productivity and Performance Management. 67, 9, p. 1854-1881

Research output: Contribution to journalArticle

Open Access
File
168 Downloads (Pure)

Predictive and prognostic modelling and simulation of coatings subject to corrosion and mechanical failures

Khan, Z. A., Latif, J., Nazir, H., Saeed, A. & Stokes, K., 2018, In : International Journal of Computational Methods and Experimental Measurements. 6, 3, p. 487-498 11 p.

Research output: Contribution to journalArticle

Open Access

The gateone-project: A digital innovation hub accelerating innovation through ecosystem design and product trajectory

Hamelin, R., Andrieux, G., Chartier, I., Roustom, B., Healy, T., Ali, Z., Legrand, B., Mayora, K., Scholles, M. & Guerre, R., 1 Jan 2018, p. 194-199. 6 p.

Research output: Contribution to conferencePaper

Validation of a novel 3D imaging and surface topography mobile App to assess spinal posture and mobility

Kandasamy, G., Bettany-Saltikov, J., Van Schaik, P. & Dixon, J., 11 Jun 2018, p. 25-26. 2 p.

Research output: Contribution to conferenceAbstract

Open Access
File
156 Downloads (Pure)
2017

An Automated Colourimetric Test by Computational Chromaticity Analysis: A Case Study of Tuberculosis Test

Hoque Tania, M., Lwin, K. T., AbuHassan, K., Mohd Bakhori, N., Azmi, U. Z. M., Yusof, N. A. & Hossain, A., 21 Jun 2017, 11th International Conference on Practical Applications of Computational Biology & Bioinformatics. PACBB 2017. Fdez-Riverola, F., Mohamad, M., Rocha, M., De Paz, J. & Pinto, T. (eds.). Springer, p. 313-320 (Advances in Intelligent Systems and Computing; vol. 616).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cavity enhanced liquid-phase stopped-flow kinetics

Bajuszova, Z., Naif, H., Ali, Z., McGinnis, J. & Islam, M., 19 Dec 2017, In : The Analyst. 2, p. -

Research output: Contribution to journalArticle

Open Access
File
133 Downloads (Pure)

Computational complexity of image processing algorithms for an intelligent mobile enabled tongue diagnosis scheme

Hoque Tania, M., Lwin, K. T. & Hossain, A., 4 May 2017, 2016 10th International Conference on Software, Knowledge, Information Management & Applications. Institute of Electrical and Electronics Engineers Inc.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Investigation of pressure drop in horizontal pipes with different diameters

Hamad, F., Faraji, F., Santim, C. G. S., Mehboob Basha, N. S. & Ali, Z., 27 Jan 2017, In : International Journal of Multiphase Flow. p. -

Research output: Contribution to journalArticle

Open Access
File
279 Downloads (Pure)

Limits of Normality and Symmetry in Standing Back Shape and Posture: 3D Mapping and Analysis of Young Adults

Bettany-Saltikov, J., Kandasamy, G., Czaprowski, D. & Stolinski, L., 2017, Innovations in Spinal Deformities and Postural Disorders. InTech – Open Access Publisher, p. -

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
111 Downloads (Pure)

Normative data of 3D back shape in asymptomatic subjects

Bettany-Saltikov, J., Kandasamy, G., Schreiber, S., Stolinski, L., Czaprowski, D. & Warren, J., 4 May 2017.

Research output: Contribution to conferencePaper

Reversible decision support system: Minimising cognitive dissonance in multi-criteria based complex system using fuzzy analytic hierarchy process

Hasan, M. M., Abu-Hassan, K., Lwin, K. & Hossain, A., 30 Jan 2017, 2016 8th Computer Science and Electronic Engineering Conference (CEEC): Conference Proceedings. Institute of Electrical and Electronics Engineers Inc.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

An in silico model to demonstrate the effects of Maspin on cancer cell dynamics

Al-Mamun, M. A., Farid, D. M., Ravenhil, L., Hossain, M. A., Fall, C. & Bass, R., 7 Jan 2016, In : Journal of Theoretical Biology. 388, p. 37-49 13 p.

Research output: Contribution to journalArticle

Open Access
7 Citations (Scopus)

Cyber attacks, countermeasures, and protection schemes—A state of the art survey

Shabut, A. M., Lwin, K. T. & Hossain, A., 17 Dec 2016, 2016 10th International Conference on Software, Knowledge, Information Management & Applications. Institute of Electrical and Electronics Engineers Inc.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2015

Adaptive 3D facial action intensity estimation and emotion recognition

Zhang, Y., Zhang, L. & Hossain, M. A., 15 Feb 2015, In : Expert Systems with Applications. 42, 3, p. 1446-1464 19 p.

Research output: Contribution to journalArticle

30 Citations (Scopus)

Adaptive facial point detection and emotion recognition for a humanoid robot

Zhang, L., Mistry, K., Jiang, M., Chin Neoh, S. & Hossain, A., 1 Nov 2015, In : Computer Vision and Image Understanding. 140, p. 93-114 22 p.

Research output: Contribution to journalArticle

23 Citations (Scopus)

An Intelligent Decision Support System for Leukaemia Diagnosis using Microscopic Blood Images

Chin Neoh, S., Srisukkham, W., Zhang, L., Todryk, S., Greystoke, B., Lim, C. P., Hossain, M. A. & Aslam, N., 9 Oct 2015, In : Scientific Reports. 5, 14938.

Research output: Contribution to journalArticle

Open Access
File
22 Citations (Scopus)
129 Downloads (Pure)

GA-based learning for rule identification in fuzzy neural networks

Dahal, K., Almejalli, K., Hossain, M. A. & Chen, W., 22 Jul 2015, In : Applied Soft Computing Journal. 35, p. 605-617 13 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)