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2019
121 Downloads (Pure)

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
Tongue
Point-of-Care Systems
Chinese Traditional Medicine
Health
Primary Health Care
42 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.

Research output: Contribution to journalArticle

Open Access
File
Skin
Computer aided diagnosis
Support vector machines
Learning systems
Feature extraction

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

Mobile devices
Skin
Expert systems
Servers

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

Learning systems
Allergens
Color
Multilayer neural networks
Backpropagation
Reinforcement learning
Multiobjective optimization
Learning algorithms
Water quality
Testbeds

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

Learning systems
Assays
Image processing
Support vector machines
Image classification
118 Downloads (Pure)

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
Fuzzy inference
Artificial intelligence
Websites

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., 18 Sep 2019, In : Expert Systems with Applications. 141, 112961.

Research output: Contribution to journalArticle

Learning systems
Skin
2018
86 Downloads (Pure)

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
Ubiquitous computing
Electric fuses
Unmanned aerial vehicles (UAV)
Application programming interfaces (API)
Satellites
1 Citation (Scopus)
90 Downloads (Pure)

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
Antigens
Antibodies
Expert systems
Intelligent systems
Learning systems
3 Citations (Scopus)
81 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
Multilayer neural networks
Decision trees
Feedforward neural networks
Feature extraction
Overlay networks
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

Color
Costs
Computational complexity
Trajectories

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

Computational complexity
Image processing
Color
Image segmentation
Edge detection

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

Analytic hierarchy process
Decision support systems
Large scale systems
Man machine systems
Interchanges
2016
7 Citations (Scopus)

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
Serine Proteinase Inhibitors
Protease
serine proteinases
proteinase inhibitors
Computer Simulation

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

Video streaming
Electronic mail
Taxonomies
Internet
2015
30 Citations (Scopus)

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

Classifiers
Feedforward neural networks
Computer vision
Redundancy
Lighting
23 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

Robots
Human robot interaction
Detectors
Neural networks
Geometry
22 Citations (Scopus)
86 Downloads (Pure)

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
Cluster Analysis
Cytoplasm
Leukemia
Lymphocytes
Neural Networks (Computer)
12 Citations (Scopus)

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

Fuzzy neural networks
Genetic algorithms
Fuzzy rules
Learning algorithms
Traffic control
17 Citations (Scopus)

Intelligent affect regression for bodily expressions using hybrid particle swarm optimization and adaptive ensembles

Zhang, Y., Zhang, L., Neoh, S. C., Mistry, K. & Hossain, M. A., 1 Dec 2015, In : Expert Systems with Applications. 42, 22, p. 8678-8697 20 p.

Research output: Contribution to journalArticle

Particle swarm optimization (PSO)
Genetic algorithms
Feature extraction
Probability distributions
23 Citations (Scopus)

Intelligent facial emotion recognition using a layered encoding cascade optimization model

Neoh, S. C., Zhang, L., Mistry, K., Hossain, M. A., Lim, C. P., Aslam, N. & Kinghorn, P., 1 Sep 2015, In : Applied Soft Computing Journal. 34, p. 72-93 22 p.

Research output: Contribution to journalArticle

Feature extraction
Evolutionary algorithms
Classifiers
Neural networks
Experiments
2014
5 Citations (Scopus)

An efficient abnormal beat detection scheme from ECG signals using neural network and ensemble classifiers

Pandit, D., Zhang, L., Aslam, N., Liu, C., Hossain, A. & Chattopadhyay, S., 8 Apr 2014, SKIMA 2014 - 8th International Conference on Software, Knowledge, Information Management and Applications. Institute of Electrical and Electronics Engineers Inc., 7083561

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

Classifiers
Neural networks
Feature extraction
Lead
Adaptive boosting
38 Citations (Scopus)

An intelligent mobile based decision support system for retinal disease diagnosis

Bourouis, A., Feham, M., Hossain, M. A. & Zhang, L., 1 Mar 2014, In : Decision Support Systems. 59, 1, p. 341-350 10 p.

Research output: Contribution to journalArticle

Retinal Diseases
Decision support systems
Smartphones
Medical problems
Cataract
136 Citations (Scopus)

Hybrid decision tree and naïve Bayes classifiers for multi-class classification tasks

Farid, D. M., Zhang, L., Rahman, C. M., Hossain, M. A. & Strachan, R., 1 Jan 2014, In : Expert Systems with Applications. 41, 4 PART 2, p. 1937-1946 10 p.

Research output: Contribution to journalArticle

Decision trees
Classifiers
Sensitivity analysis
Data mining
Learning systems