Data Science Research Unit

2024

A Density-aware Point Cloud Geometry Compression Leveraging Cluster-centric Processing

Afsana, F., Paul, M., Tohidi, F. & Gao, P., 2024, (Accepted/In press) In: IEEE Access. p. 81441-81452 12 p.

Research output: Contribution to journal › Article › peer-review

Advancing soil health: Challenges and opportunities in integrating digital imaging, spectroscopy, and machine learning for bio-indicator analysis

Wang, L., Cheng, Y., Meftaul, I. M., Luo, F., Kabir, M. A., Doyle, R., Lin, Z. & Naidu, R., 21 May 2024, In: Analytical Chemistry. 96, 20, p. 8109-8123 15 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

African Lovegrass Segmentation with Artificial Intelligence Using UAS-based Multispectral and Hyperspectral Imagery

Keerthinathan, P., Amarasingam, N., Kelly, J., Mandel, N., Dehaan, R., Zheng, L., Hamilton, G. & Gonzalez, F., 28 Jun 2024, In: Remote Sensing. 16, 13, 2363.

Research output: Contribution to journal › Article › peer-review

A Markov random field model with cumulative logistic functions for spatially dependent ordinal data

Ip, R. H. L. & Wu, K. K. Y., 2024, In: Journal of Applied Statistics. 51, 1, p. 70-86 17 p.

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

A mixture distribution for modelling bivariate ordinal data

Ip, R. H. L. & Wu, K. Y. K., 2024, (Accepted/In press) In: Statistical Papers.

Research output: Contribution to journal › Article › peer-review

Analysis of child development facts and myths using text mining techniques and classification models

Tajrian, M., Rahman, A., Kabir, A. & Islam, R., 25 Aug 2024, In: Heliyon. 10, 17, 17 p., e36652.

Research output: Contribution to journal › Article › peer-review

Open Access

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An architectural framework of elderly healthcare monitoring and tracking through wearable sensor technologies

Alsadoon, A., Al-Naymat, G. & Jerew, O. D., Jan 2024, (E-pub ahead of print) In: Multimedia Tools and Applications. p. 67825-67870 46 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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4 Citations (Scopus)

46 Downloads (Pure)

An efficient approach for discovering Graph Entity Dependencies (GEDs)

Liu, D., Kwashie, S., Zhang, Y., Zhou, G., Bewong, M., Wu, X., Guo, X., He, K. & Feng, Z., Nov 2024, In: Information Systems. 125, 102421.

Research output: Contribution to journal › Article › peer-review

An improved genetic salp swarm algorithm with population partitioning for numerical optimization

Fan, Q., Zhao, S., Shang, M., Wei, Z. & Huang, X., Sept 2024, In: Information Sciences. 679, 120895.

Research output: Contribution to journal › Article › peer-review

A review of sentiment analysis: tasks, applications, and deep learning techniques

Sharma, N. A., Shawkat Ali, A. B. M. & Kabir, A., Jul 2024, In: International Journal of Data Science and Analytics.

Research output: Contribution to journal › Article › peer-review

A Robust Deep-Learning Model to Detect Major Depressive Disorder Utilising EEG Signals

Anik, I. A., Kamal, A. H. M., Kabir, M. A., Uddin, S. & Moni, M. A., 2024, (Accepted/In press) In: IEEE Transactions on Artificial Intelligence. p. 1-10 10 p.

Research output: Contribution to journal › Article › peer-review

Assessing water quality of an ecologically critical urban canal incorporating machine learning approaches

Sajib, A. M., Diganta, M. T. M., Moniruzzaman, M., Rahman, A., Dabrowski, T., Uddin, M. G. & Olbert, A. I., May 2024, In: Ecological Informatics. 80, 102514.

Research output: Contribution to journal › Article › peer-review

Open Access

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9 Citations (Scopus)

51 Downloads (Pure)

Association of litter size with the ruminal microbiome structure and metabolomic profile in goats

Raza, S. H. A., Khan, M., Ni, X., Zhao, X., Yang, H., Jiang, Y., Danzeng, B., Ouyang, Y., Pant, S. D., Zhong, R. & Quan, G., Dec 2024, In: Scientific Reports. 14, 1, 15476.

Research output: Contribution to journal › Article › peer-review

A three-stage model of quantifying and analyzing power network resilience based on network theory

Wang, S., Guo, Z., Huang, X. & Zhang, J., Jan 2024, In: Reliability Engineering and System Safety. 241, 12 p., 109681.

Research output: Contribution to journal › Article › peer-review

9 Citations (Scopus)

A unified acoustic emission model for stiffened and damaged siltstone under cyclic thermal and mechanical loading of an energy storage system

Yu, Z., Shen, S., Li, M., Zhang, M., Tian, L. & Hua, G., 23 Feb 2024, In: Construction and Building Materials. 417, 135284, 135284.

Research output: Contribution to journal › Article › peer-review

Open Access

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1 Citation (Scopus)

67 Downloads (Pure)

Bitou bush detection and mapping using UAV-based multispectral and hyperspectral imagery and artificial intelligence

Amarasingam, N., Kelly, J., Sandino Mora, J., Hamilton, M. A., Gonzalez, F., Dehaan, R., Zheng, L. & Cherry, H., Apr 2024, In: Remote Sensing Applications: Society and Environment. 34, 101151.

Research output: Contribution to journal › Article › peer-review

Open Access

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1 Citation (Scopus)

58 Downloads (Pure)

Bone metastasis scintigram generation using generative adversarial learning with multi-receptive field learning and two-stage training

Lin, Q., Xie, A., Zeng, X., Cao, Y., Man, Z., Hao, Y., Liu, C. & Huang, X., 03 Sept 2024, In: Medical Physics.

Research output: Contribution to journal › Article › peer-review

Box-Counting Fractal Analysis: A Primer for the Clinician

Karperien, A. L. & Jelinek, H. F., 2024, In: Advances in neurobiology. 36, p. 15-55 41 p.

Research output: Contribution to journal › Article › peer-review

Breaking new ground in cardiovascular heart disease Diagnosis K-RFC: An integrated learning approach with K-means clustering and Random Forest classifier

Osman, A. H., Ibrahim, A. O., Alsadoon, A., Alzahrani, A. A., Barukub, O. M., Abulfaraj, A. W. & Alharbi, N. M., 2024, In: AIMS Mathematics. 9, 4, p. 8262-8291 30 p.

Research output: Contribution to journal › Article › peer-review

CCIM-SLR: Incomplete multiview co-clustering by sparse low-rank representation

Liu, Z., Chen, Z., Lou, K., Rajapaksha, P., Zhao, L., Crespi, N. & Huang, X., 06 Jan 2024, (E-pub ahead of print) In: Multimedia Tools and Applications. p. 61181-61211 31 p.

Research output: Contribution to journal › Article › peer-review

ChatPRCS: A Personalized Support System for English Reading Comprehension based on ChatGPT

Wang, X., Zhong, Y., Huang, C. & Huang, X., 27 May 2024, In: IEEE Transactions on Learning Technologies. p. 1762-1776 15 p.

Research output: Contribution to journal › Article › peer-review

Combined location online weather data: easy-to-use targeted weather analysis for agriculture

Yates, D., Blanchard, C., Clarke, A., Rehman, S. U., Islam, M. Z., Ford, R. & Walsh, R., Sept 2024, In: Climatic Change. 177, 9, 138.

Research output: Contribution to journal › Article › peer-review

COVIDHealth: A novel labeled dataset and machine learning-based web application for classifying COVID-19 discourses on Twitter

Bishal, M. M., Chowdory, M. R. H., Das, A. & Kabir, A., 2024, In: Heliyon. 10, 17 p., e34103.

Research output: Contribution to journal › Article › peer-review

Open Access

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18 Downloads (Pure)

Cyber Diversity Index for Sustainable Self-Control of Machines

Donevski, M. & Zia, T., 2024, In: Cybernetics and Systems. 55, 1, p. 61-87 27 p.

Research output: Contribution to journal › Article › peer-review

Darknet Traffic Analysis A Systematic Literature Review

Saleem, J., Islam, R. & Islam, Z., Mar 2024, In: IEEE Access. 12, p. 42423-42452 30 p.

Research output: Contribution to journal › Article › peer-review

Data-driven evolution of water quality models: An in-depth investigation of innovative outlier detection approaches-A case study of Irish Water Quality Index (IEWQI) model

Uddin, M. G., Rahman, A., Rosa Taghikhah, F. & Olbert, A. I., 15 May 2024, In: Water Research. 255, p. 121499 1 p., 121499.

Research output: Contribution to journal › Article › peer-review

5 Citations (Scopus)

Data-driven modelling for assessing trophic status in marine ecosystems using machine learning approaches

Uddin, M. G., Nash, S., Rahman, A., Dabrowski, T. & Olbert, A. I., 01 Feb 2024, In: Environmental Research. 242, p. 1-22 22 p., 117755.

Research output: Contribution to journal › Article › peer-review

Open Access

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20 Citations (Scopus)

15 Downloads (Pure)

Decision Trees in Federated Learning: Current State and Future Opportunities

Bewong, M., Islam, Z., Heiyanthuduwage, S., Altas, I. & Deho, O., 2024, In: IEEE Access. p. 1 1 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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2 Downloads (Pure)

Deep learning models for human age prediction to prevent, treat and extend life expectancy: DCPV taxonomy

Alsadoon, A., Al-Naymat, G. & Islam, M. R., Jan 2024, In: Multimedia Tools and Applications. 83, p. 4825-4857 33 p.

Research output: Contribution to journal › Article › peer-review

Degradation and local growth of “Xing'an-Baikal” permafrost responding to climate warming and the consequences

Zhang, Z., Li, M., Wu, Q., Wang, X., Jin, H., Chen, H., Ma, D. & Zhang, Z., Jul 2024, In: Earth-Science Reviews. 225, 104865, 16 p., 104865.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Diversity and heterogeneity of smallholder vegetable farming systems and their impact on food security and income in Malawi

Nzima, W. M., Ip, R. H. L., Bhatti, M. A., Godfrey, S. S., Eik, L. O., Gondwe, S. R. & Divon, S. A., 11 Jul 2024, In: Frontiers in Sustainable Food Systems. 8, 1387912.

Research output: Contribution to journal › Article › peer-review

Economic evaluation of a two-strain Hepatitis C vaccination model in Bangladesh using optimal control technique

Kuddus, M. A., Tithi, S. K., Paul, A. K., Mustareen, M. & Rahman, A., Aug 2024, In: European Physical Journal Plus. 139, 8, 691.

Research output: Contribution to journal › Article › peer-review

Efficient motion modelling with variable-sized blocks from hierarchical cuboidal partitioning

Karmakar, P., Murshed, M., Paul, M. & Taubman, D., Feb 2024, In: Multimedia Tools and Applications. 83, 7, p. 20743-20757 15 p.

Research output: Contribution to journal › Article › peer-review

Enhanced cluster detection and noise reduction for geospatial time series data of COVID-19

Gaire, S., Alsadoon, A., Prasad, P. W. C., Alsallami, N., Bajaj, S. K., Dawoud, A. & Vo, T. H., Jan 2024, In: Multimedia Tools and Applications. 83, 2, p. 5621-5652 32 p.

Research output: Contribution to journal › Article › peer-review

Enhancing groundwater quality assessment in coastal area: A hybrid modeling approach

Uddin, M. G., Rana, M. M. S. P., Diganta, M. T. M., Bamal, A., Sajib, A. M., Abioui, M., Shaibur, M. R., Ashekuzzaman, S. M., Nikoo, M. R., Rahman, A., Moniruzzaman, M. & Olbert, A. I., 2024, In: Heliyon. 10, 13, p. 1-15 15 p., e33082.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Estimating the structural diversity introduced by decision forest algorithms : A probabilistic approach

Ip, H. L., Bewong, M., Adnan, M. N. & Islam, Z., 28 Feb 2024, In: Knowledge-Based Systems. 286, 111435.

Research output: Contribution to journal › Article › peer-review

Open Access

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Evaluating mobile applications for estimating soil properties: Quality of current apps, limitations and future directions

Sinclair, R., Nodi, S. S. & Kabir, A., Jan 2024, In: Computers and Electronics in Agriculture. 216, p. 1-17 17 p., 108527.

Research output: Contribution to journal › Article › peer-review

Open Access

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3 Citations (Scopus)

85 Downloads (Pure)

Examining characteristics of those who receive pedorthic services: A clinical audit

Ahmed, S., Barwick, A., Sharma, A., Hasan, M. Z., Kabir, A. & Nancarrow, S., Jul 2024, In: PLoS One. 19, 7 July, 14 p., e0304443.

Research output: Contribution to journal › Article › peer-review

Open Access

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20 Downloads (Pure)

Examining the roles of meteorological variables in COVID-19 spread in Malaysia

Ng, K. Y., Hasan, M. Z. & Rahman, A., Jun 2024, In: Aerobiologia. 40, 2, p. 129-144 16 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

1 Citation (Scopus)

44 Downloads (Pure)

Exploring the Impact of Word Prediction Assistive Features on Smartphone Keyboards for Blind Users

Alnfiai, M. M. & Kabir, A., 15 Sept 2024, In: Heliyon. 10, 17, e36653.

Research output: Contribution to journal › Article › peer-review

Open Access

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4 Downloads (Pure)

F-Chain: personalized overall survival prediction based on incremental adaptive indicators and multi-source clinical records

Li, Q., Du, Z., Li, Q., Zhang, P., Guo, H., Huang, X., Lin, D. & Chen, Z., 16 Jul 2024, In: Memetic Computing. 16 p.

Research output: Contribution to journal › Article › peer-review

Flow2GNN: Flexible Two-Way Flow Message Passing for Enhancing GNNs Beyond Homophily

Huang, C., Wang, Y., Jiang, Y., Li, M., Huang, X., Wang, S., Pan, S. & Zhou, C., 10 Jul 2024, In: IEEE Transactions on Cybernetics. p. 1-12 12 p.

Research output: Contribution to journal › Article › peer-review

Global, regional, and national burden of gout, 1990–2020, and projections to 2050: a systematic analysis of the Global Burden of Disease Study 2021

GBD 2021 Gout Collaborators, Aug 2024, In: The Lancet Rheumatology. 6, 8, p. e507-e517

Research output: Contribution to journal › Article › peer-review

Open Access

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1 Citation (Scopus)

3 Downloads (Pure)

Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation

Li, Z., Gao, P., You, K., Yan, C. & Paul, M., 2024, (Accepted/In press) In: IEEE Transactions on Artificial Intelligence. p. 1-12 12 p.

Research output: Contribution to journal › Article › peer-review

GoSum: extractive summarization of long documents by reinforcement learning and graph-organized discourse state

Bian, J., Huang, X., Zhou, H., Huang, T. & Zhu, S., 22 Aug 2024, In: Knowledge and Information Systems. 24 p.

Research output: Contribution to journal › Article › peer-review

GWTC-2.1: Deep extended catalog of compact binary coalescences observed by LIGO and Virgo during the first half of the third observing run

(The LIGO Scientific Collaboration and the Virgo Collaboration), 15 Jan 2024, In: Physical Review D. 109, 2, 022001.

Research output: Contribution to journal › Article › peer-review

91 Citations (Scopus)

Handwritten Bangla character recognition using convolutional neural networks: a comparative study and new lightweight model

Opu, M. N. I., Hossain, M. E. & Kabir, M. A., 2024, In: Neural Computing and Applications. 36, 1, p. 337-348 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Human-centric cyber security: Applying protection motivation theory to analyse micro business owners’ security behaviours

Jamil, H., Zia, T., Nayeem, T., Whitty, M. & Dalessandro, S., 17 Apr 2024, In: Information and Computer Security. 22 p.

Research output: Contribution to journal › Article › peer-review

ImageJ in Computational Fractal-Based Neuroscience: Pattern Extraction and Translational Research

Karperien, A. L. & Jelinek, H. F., 2024, In: Advances in neurobiology. 36, p. 795-814 20 p.

Research output: Contribution to journal › Article › peer-review

Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model

Haque, E., Hoque, S. U., Paul, M., Sarker, M. R., Suman, A. A. & Huque, T. U., Jan 2024, In: Multimedia Tools and Applications. 83, 4, p. 11169-11185 17 p.

Research output: Contribution to journal › Article › peer-review

Data Science Research Unit

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