Find Research outputs

2018

Feature selection and comparison of machine learning algorithms in classification of grazing and rumination behaviour in sheep

Mansbridge, N., Mitsch, J., Bollard, N., Ellis, K., Miguel-Pacheco, G. G., Dottorini, T. & Kaler, J., 19 Oct 2018, In: Sensors. 18, 10, 3532.

Research output: Journal Publication › Article › peer-review

Open Access

104 Citations (Scopus)

Geospatial mapping of soil organic carbon using regression kriging and remote sensing

Kumar, N., Velmurugan, A., Hamm, N. A. S. & Dadhwal, V. K., 1 Jan 2018, In: Journal of the Indian Society of Remote Sensing. 46, 5, p. 705-716 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

31 Citations (Scopus)

GIS-based forest fire risk assessment for the Belait District

Said, S. N. M., Shams, S., Zahran, E. M. M. & Yap, Y. H., 2018, IET Conference Publications. CP750 ed. Institution of Engineering and Technology, (IET Conference Publications; vol. 2018, no. CP750).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Glacier change in the Gangdise Mountains, southern Tibet, since the Little Ice Age

Zhang, Q., Yi, C., Fu, P., Wu, Y., Liu, J. & Wang, N., 1 Apr 2018, In: Geomorphology. 306, p. 51-63 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

23 Citations (Scopus)

In-the-wild facial expression recognition in extreme poses

Yang, F., Zhang, Q., Zheng, C. & Qiu, G., 2018, Ninth International Conference on Graphic and Image Processing, ICGIP 2017. Yu, H. & Dong, J. (eds.). SPIE, 106150P. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10615).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

1 Citation (Scopus)

Landscape change and the sustainable development strategy of different types of ethnic villages driven by the grain for green program

Wang, D., Higgitt, D., Tang, Y. T., He, J. & Guo, L., 29 Sept 2018, In: Sustainability (Switzerland). 10, 10, 3485.

Research output: Journal Publication › Article › peer-review

Open Access

File

6 Citations (Scopus)

50 Downloads (Pure)

Spatiotemporal patterns and environmental drivers of human echinococcoses over a twenty-year period in Ningxia Hui Autonomous Region, China

Restrepo, A. M. C., Yang, Y. R., McManus, D. P., Gray, D. J., Barnes, T. S., Williams, G. M., Soares Magalhães, R. J., Hamm, N. A. S. & Clements, A. C. A., 22 Feb 2018, In: Parasites and Vectors. 11, 1, 108.

Research output: Journal Publication › Article › peer-review

Open Access

File

15 Citations (Scopus)

58 Downloads (Pure)

Stochastic prey-predator system with foraging arena scheme

Cai, Y. & Mao, X., Dec 2018, In: Applied Mathematical Modelling. 64, p. 357-371 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

30 Citations (Scopus)

The Effectiveness of Contextual Competitive Targeting in Conjunction with Promotional Incentives

(Amy) Song, Y., Wei (David) Phang, C., Yang, S. & Luo, X., 3 Jul 2018, In: International Journal of Electronic Commerce. 22, 3, p. 349-385 37 p.

Research output: Journal Publication › Article › peer-review

12 Citations (Scopus)

“Sponge City” in China—A breakthrough of planning and flood risk management in the urban context

Chan, F. K. S., Griffiths, J., Higgitt, D., XU, S., Zhu, F., Tang, Y. T., Xu, Y. & Thorne, C. R., Jul 2018, In: Land Use Policy. 76, p. 772-778 7 p.

Research output: Journal Publication › Article › peer-review

422 Citations (Scopus)

2017

Analysis and machine-learning based detection of outlier measurements of ultra-wideband in an obstructed environment

Quan, Y., Lau, L., Jing, F., Nie, Q., Wen, A. & Cho, S. Y., 10 Nov 2017, Proceedings - 2017 IEEE 15th International Conference on Industrial Informatics, INDIN 2017. Institute of Electrical and Electronics Engineers Inc., p. 997-1000 4 p. 8104909. (Proceedings - 2017 IEEE 15th International Conference on Industrial Informatics, INDIN 2017).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

5 Citations (Scopus)

Application of shakedown theory in the design of earth structures for tracks under repeated train loads

Wang, J. & Liu, S., 2017, p. 1175-1182. 8 p.

Research output: Contribution to conference › Paper › peer-review

Automatic visual theme discovery from joint image and text corpora

Sun, K., Hou, X., Zhang, Q. & Qiu, G., 15 Dec 2017, Proceedings - 2017 2nd International Conference on Multimedia and Image Processing, ICMIP 2017. Institute of Electrical and Electronics Engineers Inc., p. 220-224 5 p. (Proceedings - 2017 2nd International Conference on Multimedia and Image Processing, ICMIP 2017; vol. 2017-January).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

Counting People Based on Linear, Weighted, and Local Random Forests

Farhood, H., He, X., Jia, W., Blumenstein, M. & Li, H., 19 Dec 2017, DICTA 2017 - 2017 International Conference on Digital Image Computing: Techniques and Applications. Guo, Y., Murshed, M., Wang, Z., Feng, D. D., Li, H., Cai, W. T. & Gao, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-7 7 p. (DICTA 2017 - 2017 International Conference on Digital Image Computing: Techniques and Applications; vol. 2017-December).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

8 Citations (Scopus)

Dynamics of a three species ratio-dependent food chain model with intra-specific competition within the top predator

Ali, N., Haque, M., Venturino, E. & Chakravarty, S., 1 Jun 2017, In: Computers in Biology and Medicine. 85, p. 63-74 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

34 Citations (Scopus)

Evaluating the Behaviour of Chinese Stakeholders Engaged in Large Hydropower Projects in Asia and Africa

Tan-Mullins, M., Urban, F. & Mang, G., 1 Jun 2017, In: China Quarterly. 230, p. 464-488 25 p.

Research output: Journal Publication › Article › peer-review

Open Access

File

60 Citations (Scopus)

49 Downloads (Pure)

Forest fire risk assessment using hotspot analysis in GIS

Said, S. N. B. M., Zahran, E. S. M. M. & Shams, S., 2017, In: Open Civil Engineering Journal. 11, p. 786-801 16 p.

Research output: Journal Publication › Article › peer-review

Open Access

36 Citations (Scopus)

Freight vehicle travel time prediction using Gradient Boosting Regression Tree

Li, X. & Bai, R., 31 Jan 2017, Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016. Institute of Electrical and Electronics Engineers Inc., p. 1010-1015 6 p. 7838286. (Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

52 Citations (Scopus)

Land cover change during a period of extensive landscape restoration in Ningxia Hui Autonomous Region, China

Cadavid Restrepo, A. M., Yang, Y. R., Hamm, N. A. S., Gray, D. J., Barnes, T. S., Williams, G. M., Soares Magalhães, R. J., McManus, D. P., Guo, D. & Clements, A. C. A., 15 Nov 2017, In: Science of the Total Environment. 598, p. 669-679 11 p.

Research output: Journal Publication › Article › peer-review

43 Citations (Scopus)

Polypropylene (PP)/Starch-Based Biocomposites and Bionanocomposites

Umoren, S. A. & Solomon, M. M., 15 Nov 2017, Polypropylene-Based Biocomposites and Bionanocomposites. wiley, p. 55-83 29 p.

Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

1 Citation (Scopus)

Recognizing the presence of hidden visual markers in digital images

Xu, L., French, A. P., Towey, D. & Benford, S., 23 Oct 2017, Thematic Workshops 2017 - Proceedings of the Thematic Workshops of ACM Multimedia 2017, co-located with MM 2017. Association for Computing Machinery, Inc, p. 210-218 9 p. (Thematic Workshops 2017 - Proceedings of the Thematic Workshops of ACM Multimedia 2017, co-located with MM 2017).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

File

4 Citations (Scopus)

54 Downloads (Pure)

Shift-life interactive art: Mixed-reality artificial ecosystem simulation

Ch’ng, E., Harrison, D. & Moore, S., 1 May 2017, In: Presence: Teleoperators and Virtual Environments. 26, 2, p. 157-181 25 p.

Research output: Journal Publication › Article › peer-review

Open Access

File

9 Citations (Scopus)

83 Downloads (Pure)

Temporal sampling forest (TS-F): an ensemble temporal learner

Ooi, S. Y., Tan, S. C. & Cheah, W. P., 1 Dec 2017, In: Soft Computing. 21, 23, p. 7039-7052 14 p.

Research output: Journal Publication › Article › peer-review

9 Citations (Scopus)

2016

An improvement of tree-rule firewall for a large network: Supporting large rule size and low delay

Chomsiri, T., He, X., Nanda, P. & Tan, Z., 2016, Proceedings - 15th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 10th IEEE International Conference on Big Data Science and Engineering and 14th IEEE International Symposium on Parallel and Distributed Processing with Applications, IEEE TrustCom/BigDataSE/ISPA 2016. Institute of Electrical and Electronics Engineers Inc., p. 178-184 7 p. 7846944. (Proceedings - 15th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 10th IEEE International Conference on Big Data Science and Engineering and 14th IEEE International Symposium on Parallel and Distributed Processing with Applications, IEEE TrustCom/BigDataSE/ISPA 2016).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

2 Citations (Scopus)

Bioaugmentation: An emerging strategy of industrial wastewater treatment for reuse and discharge

Nzila, A., Razzak, S. A. & Zhu, J., Sept 2016, In: International Journal of Environmental Research and Public Health. 13, 9, 846.

Research output: Journal Publication › Review article › peer-review

Open Access

181 Citations (Scopus)

Classifying human activities with temporal extension of random forest

Ooi, S. Y., Tan, S. C. & Cheah, W. P., 2016, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Ikeda, K., Lee, M., Hirose, A., Ozawa, S., Doya, K. & Liu, D. (eds.). Springer Verlag, p. 3-10 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9950 LNCS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Exploring morphological generality in the Old World monkey postcranium using an ecomorphological framework

Elton, S., Jansson, A. U., Meloro, C., Louys, J., Plummer, T. & Bishop, L. C., 1 Apr 2016, In: Journal of Anatomy. 228, 4, p. 534-560 27 p.

Research output: Journal Publication › Article › peer-review

Open Access

25 Citations (Scopus)

Genetic and Environmental Risk for Chronic Pain and the Contribution of Risk Variants for Major Depressive Disorder: A Family-Based Mixed-Model Analysis

McIntosh, A. M., Hall, L. S., Zeng, Y., Adams, M. J., Gibson, J., Wigmore, E., Hagenaars, S. P., Davies, G., Fernandez-Pujals, A. M., Campbell, A. I., Clarke, T. K., Hayward, C., Haley, C. S., Porteous, D. J., Deary, I. J., Smith, D. J., Nicholl, B. I., Hinds, D. A., Jones, A. V. & Scollen, S. & 3 others, Meng, W., Smith, B. H. & Hocking, L. J., Aug 2016, In: PLoS Medicine. 13, 8, e1002090.

Research output: Journal Publication › Article › peer-review

Open Access

50 Citations (Scopus)

Patterns formations in a diffusive ratio-dependent predator-prey model of interacting populations

Camara, B. I., Haque, M. & Mokrani, H., 1 Nov 2016, In: Physica A: Statistical Mechanics and its Applications. 461, p. 374-383 10 p.

Research output: Journal Publication › Article › peer-review

Open Access

19 Citations (Scopus)

Reasoning about the executability of goal-plan trees

Yao, Y., de Silva, L. & Logan, B., 2016, Engineering Multi-Agent Systems - 4th International Workshop, EMAS 2016, Revised, Selected, and Invited Papers. Muller, J. P., Nunes, I., Baldoni, M. & Zalila-Wenkstern, R. (eds.). Springer Verlag, p. 176-191 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10093 LNAI).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

9 Citations (Scopus)

Record of vegetation, climate change, human impact and retting of hemp in Garhwal Himalaya (India) during the past 4600 years

Demske, D., Tarasov, P. E., Leipe, C., Kotlia, B. S., Joshi, L. M. & Long, T., 1 Oct 2016, In: Holocene. 26, 10, p. 1661-1675 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

41 Citations (Scopus)

Stable isotopic composition of fossil mammal teeth and environmental change in southwestern South Africa during the Pliocene and Pleistocene

Lehmann, S. B., Braun, D. R., Dennis, K. J., Patterson, D. B., Stynder, D. D., Bishop, L. C., Forrest, F. & Levin, N. E., 1 Sept 2016, In: Palaeogeography, Palaeoclimatology, Palaeoecology. 457, p. 396-408 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

28 Citations (Scopus)

The landscape epidemiology of echinococcoses

Cadavid Restrepo, A. M., Yang, Y. R., McManus, D. P., Gray, D. J., Giraudoux, P., Barnes, T. S., Williams, G. M., Soares Magalhães, R. J., Hamm, N. A. S. & Clements, A. C. A., 19 Feb 2016, In: Infectious Diseases of Poverty. 5, 1, 13.

Research output: Journal Publication › Review article › peer-review

Open Access

91 Citations (Scopus)

Uncertainty analysis of gross primary production partitioned from net ecosystem exchange measurements

Raj, R., Alexander Samuel Hamm, N., Van Der Tol, C. & Stein, A., 7 Mar 2016, In: Biogeosciences. 13, 5, p. 1409-1422 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

19 Citations (Scopus)

2015

Advances in computational immunology

Pappalardo, F., Brusic, V., Pennisi, M. & Zhang, G., 2015, In: Journal of Immunology Research. 2015, 170920.

Research output: Journal Publication › Editorial

Open Access

1 Citation (Scopus)

A stateful mechanism for the tree-rule firewall

Chomsiri, T., He, X., Nanda, P. & Tan, Z., 15 Jan 2015, Proceedings - 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2014. Institute of Electrical and Electronics Engineers Inc., p. 122-129 8 p. 7011242. (Proceedings - 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2014).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

11 Citations (Scopus)

A supervised adverse drug reaction signalling framework imitating Bradford Hill's causality considerations

Reps, J. M., Garibaldi, J. M., Aickelin, U., Gibson, J. E. & Hubbard, R. B., 1 Aug 2015, In: Journal of Biomedical Informatics. 56, p. 356-368 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

20 Citations (Scopus)

Designing Ultra-Personalised Embodied Smart Textile Services for Well-Being

Ten Bhömer, M., Tomico, O. & Wensveen, S., 3 Dec 2015, Advances in Smart Medical Textiles: Treatments and Health Monitoring. Elsevier Inc., p. 155-175 21 p.

Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

23 Citations (Scopus)

Fungal biosynthesis of gold nanoparticles: Mechanism and scale up

Kitching, M., Ramani, M. & Marsili, E., Sept 2015, In: Microbial Biotechnology. 8, 6, p. 904-917 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

292 Citations (Scopus)

HEp-2 cells classification via novel object graph based feature and random forest

Liu, J., Shen, L., Qiu, G. & Shu, J., 2015, IET Conference Publications. CP680 ed. Institution of Engineering and Technology, (IET Conference Publications; vol. 2015, no. CP680).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Methods for enrichment of novel electrochemically-active microorganisms

Doyle, L. E. & Marsili, E., 2015, In: Bioresource Technology. 195, p. 273-282 10 p.

Research output: Journal Publication › Review article › peer-review

81 Citations (Scopus)

Modeling net ecosystem metabolism influenced by artificial hydrological regulation: AN application to the Yellow River Estuary, China

Tang, S., Sun, T., Shen, X. M., Qi, M. & Feng, M. L., 1 Mar 2015, In: Ecological Engineering. 76, p. 84-94 11 p.

Research output: Journal Publication › Article › peer-review

14 Citations (Scopus)

On the strong chromatic index and maximum induced matching of tree-cographs, permutation graphs and chordal bipartite graphs

Kloks, T., Poon, S. H., Ung, C. T. & Wang, Y. L., 1 Jan 2015, In: Journal of Discrete Algorithms. 30, p. 21-28 8 p.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

2014

A two-stage feature selection framework for hyperspectral image classification using few labeled samples

Jia, S., Zhu, Z., Shen, L. & Li, Q., Apr 2014, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 7, 4, p. 1023-1035 13 p., 6621056.

Research output: Journal Publication › Article › peer-review

45 Citations (Scopus)

Banyan tree and migrant cities: Some provisional thoughts for a strategic postcolonial cosmopolitanism

Loo, Y. M., 1 Jan 2014, Forty Ways to Think About Architecture: Architectural History and Theory Today. Wiley-Blackwell, p. 259-265 7 p.

Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

1 Citation (Scopus)

Comparison of flavins and a conjugated oligoelectrolyte in stimulating extracellular electron transport from Shewanella oneidensis MR-1

Wang, V. B., Kirchhofer, N. D., Chen, X., Tan, M. Y. L., Sivakumar, K., Cao, B., Zhang, Q., Kjelleberg, S., Bazan, G. C., Loo, S. C. J. & Marsili, E., Apr 2014, In: Electrochemistry Communications. 41, p. 55-58 4 p.

Research output: Journal Publication › Article › peer-review

45 Citations (Scopus)

Dynamics of a predator-prey model with disease in the predator

Pal, P. J., Haque, M. & Mandal, P. K., 15 Nov 2014, In: Mathematical Methods in the Applied Sciences. 37, 16, p. 2429-2450 22 p.

Research output: Journal Publication › Article › peer-review

36 Citations (Scopus)

Effect of a functional response-dependent prey refuge in a predator-prey model

Haque, M., Rahman, M. S., Venturino, E. & Li, B. L., 1 Dec 2014, In: Ecological Complexity. 20, p. 248-256 9 p.

Research output: Journal Publication › Article › peer-review

39 Citations (Scopus)

Improving cloud network security using the Tree-Rule firewall

He, X., Chomsiri, T., Nanda, P. & Tan, Z., 2014, In: Future Generation Computer Systems. 30, 1, p. 116-126 11 p.

Research output: Journal Publication › Article › peer-review

Open Access

41 Citations (Scopus)

Persistence and global stability of bazykin predator-prey model with beddington-deangelis response function

Sarwardi, S., Haque, M. & Mandal, P. K., Jan 2014, In: Communications in Nonlinear Science and Numerical Simulation. 19, 1, p. 189-209 21 p.

Research output: Journal Publication › Article › peer-review

43 Citations (Scopus)

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