Find Research outputs

2023

Routing in offshore wind farms: A multi-period location and maintenance problem with joint use of a service operation vessel and a safe transfer boat

Ade Irawan, C., Starita, S., Chan, H. K., Eskandarpour, M. & Reihaneh, M., 16 May 2023, In: European Journal of Operational Research. 307, 1, p. 328-350 23 p.

Research output: Journal Publication › Article › peer-review

15 Citations (Scopus)

Sentiment Analysis using DistilBERT

Ng, S. Y., Lim, K. M., Lee, C. P. & Lim, J. Y., 2023, 2023 IEEE 11th Conference on Systems, Process and Control, ICSPC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 84-89 6 p. (2023 IEEE 11th Conference on Systems, Process and Control, ICSPC 2023 - Proceedings).

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

2 Citations (Scopus)

Stability and instability of standing-wave solutions to one-dimensional quadratic-cubic Klein–Gordon equations

Garrisi, D., 4 Apr 2023, In: Journal of Fixed Point Theory and Applications. 25, 2, 19 p., 51.

Research output: Journal Publication › Article › peer-review

StyleAU: StyleGAN based Facial Action Unit Manipulation for Expression Editing

Guo, Y., Hou, X., Liu, F., Shen, L., Wang, L., Wang, Z. & Liu, P., 2023, 2023 IEEE International Joint Conference on Biometrics, IJCB 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE International Joint Conference on Biometrics, IJCB 2023).

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

Synthetic Monocular Depth Estimation Dataset for Cataract Surgery Assistance

Zhou, Y., Qiu, Z., Yang, M., Hu, Y. & Liu, J., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1812-1817 6 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

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

TCSloT: Text Guided 3D Context and Slope Aware Triple Network for Dental Implant Position Prediction

Yang, X., Xie, J., Li, X., Li, X., Shen, L. & Deng, Y., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 726-732 7 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

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

Open Access

1 Citation (Scopus)

The profitability of online loans: A competing risks analysis on default and prepayment

Li, Z., Li, A., Bellotti, A. & Yao, X., 16 Apr 2023, In: European Journal of Operational Research. 306, 2, p. 968-985 18 p.

Research output: Journal Publication › Article › peer-review

10 Citations (Scopus)

Weather Image Recognition Using Vision Transformer

Tan, J. Z., Lim, J. Y., Lim, K. M. & Lee, C. P., 2023, 2023 IEEE 11th Conference on Systems, Process and Control, ICSPC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 50-55 6 p. (2023 IEEE 11th Conference on Systems, Process and Control, ICSPC 2023 - Proceedings).

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

2 Citations (Scopus)

2022

A continuous location and maintenance routing problem for offshore wind farms: Mathematical models and hybrid methods

Irawan, C. A., Salhi, S. & Chan, H. K., Aug 2022, In: Computers and Operations Research. 144, 105825.

Research output: Journal Publication › Article › peer-review

Open Access

18 Citations (Scopus)

A deep reinforcement learning based hyper-heuristic for combinatorial optimisation with uncertainties

Zhang, Y., Bai, R., Qu, R., Tu, C. & Jin, J., 16 Jul 2022, In: European Journal of Operational Research. 300, 2, p. 418-427 10 p.

Research output: Journal Publication › Article › peer-review

84 Citations (Scopus)

An efficient matheuristic algorithm for bi-objective sustainable closed-loop supply chain networks

Ade Irawan, C., Dan-Asabe Abdulrahman, M., Salhi, S. & Luis, M., 1 Oct 2022, In: IMA Journal of Management Mathematics. 33, 4, p. 603-636 34 p.

Research output: Journal Publication › Article › peer-review

Open Access

15 Citations (Scopus)

Biobjective robust simulation-based optimization for unconstrained problems

Zheng, L., Bao, J., Xu, C. & Tan, Z., 16 May 2022, In: European Journal of Operational Research. 299, 1, p. 249-262 14 p.

Research output: Journal Publication › Article › peer-review

12 Citations (Scopus)

CyclicAugment: Speech Data Random Augmentation with Cosine Annealing Scheduler for Automatic Speech Recognition

Wang, Z., Hou, F., Qiu, Y., Ma, Z., Singh, S. & Wang, R., 2022, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2022-September, p. 3859-3863 5 p.

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

6 Citations (Scopus)

Editorial

Crook, J., Bellotti, T., Mues, C. & Andreeva, G., 2022, In: Journal of the Operational Research Society. 73, 1, p. 1-4 4 p.

Research output: Journal Publication › Editorial

Open Access

Lagrange dual bound computation for stochastic service network design

Jiang, X., Bai, R., Ren, J., Li, J. & Kendall, G., 1 Nov 2022, In: European Journal of Operational Research. 302, 3, p. 1097-1112 16 p.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey

Zhang, X. Q., Hu, Y., Xiao, Z. J., Fang, J. S., Higashita, R. & Liu, J., Jun 2022, In: Machine Intelligence Research. 19, 3, p. 184-208 25 p.

Research output: Journal Publication › Article › peer-review

Open Access

49 Citations (Scopus)

Real-time Architecture for Audio-Visual Active Speaker Detection

Huang, M., Wang, W., Lin, Z., Tesema, F. B., Ji, S., Gu, J., Wan, M., Song, W., Li, T. & Zhu, S., 2022, 2022 IEEE International Conference on Robotics and Biomimetics, ROBIO 2022. Institute of Electrical and Electronics Engineers Inc., p. 1377-1382 6 p. (2022 IEEE International Conference on Robotics and Biomimetics, ROBIO 2022).

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

Theoretical Prediction and Thermal Transport Properties of Novel Monolayer TlPt₂Se₃

Nair, S. S., Sajjad, M. & Singh, N., May 2022, In: Advanced Theory and Simulations. 5, 5, 2200061.

Research output: Journal Publication › Article › peer-review

Open Access

4 Citations (Scopus)

Whole-genome sequencing and gene sharing network analysis powered by machine learning identifies antibiotic resistance sharing between animals, humans and environment in livestock farming

Peng, Z., Maciel-Guerra, A., Baker, M., Zhang, X., Hu, Y., Wang, W., Rong, J., Zhang, J., Xue, N., Barrow, P., Renney, D., Stekel, D., Williams, P., Liu, L., Chen, J., Li, F. & Dottorini, T., Mar 2022, In: PLoS Computational Biology. 18, 3, e1010018.

Research output: Journal Publication › Article › peer-review

Open Access

26 Citations (Scopus)

2021

A Genetic Algorithm for Scheduling Splittable Tasks with Precedence Constraints

Gao, Y. & Poon, S. H., 2021, 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1808-1816 9 p. (2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings).

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

A hybrid pricing and cutting approach for the multi-shift full truckload vehicle routing problem

Xue, N., Bai, R., Qu, R. & Aickelin, U., 16 Jul 2021, In: European Journal of Operational Research. 292, 2, p. 500-514 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

File

15 Citations (Scopus)

73 Downloads (Pure)

Application of supercritical fluid in the synthesis of graphene materials: a review

Pang, Y. X., Yew, M., Yan, Y., Khine, P., Filbert, A., Manickam, S., Foo, D. C. Y., Sharmin, N., Lester, E., Wu, T. & Pang, C. H., Sept 2021, In: Journal of Nanoparticle Research. 23, 9, 204.

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

10 Citations (Scopus)

A Sub-k_BT/q Dirac-source Graphene Nanoribbon Field-effect Transistor

Chen, E., Sanchez-Soares, A., Kelly, T., Fagas, G. & Greer, J. C., 27 Sept 2021, SISPAD 2021 - 2021 International Conference on Simulation of Semiconductor Processes and Devices, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 98-101 4 p. (International Conference on Simulation of Semiconductor Processes and Devices, SISPAD; vol. 2021-September).

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

2 Citations (Scopus)

Complex spatiotemporal dynamics of a harvested prey–predator model with Crowley–Martin response function

Hossain, S., Haque, M. M., Kabir, M. H., Gani, M. O. & Sarwardi, S., Dec 2021, In: Results in Control and Optimization. 5, 100059.

Research output: Journal Publication › Article › peer-review

Open Access

6 Citations (Scopus)

Developing a discrete event simulation model using qualitative and quantitative data sources

Callaghan, H., Jackson, L., Tako, A. & Dunnett, S., 2021, Operational Research Society 10th Simulation Workshop, SW 2021 - Proceedings. Fakhimi, M., Boness, T. & Robertson, D. (eds.). Operational Research Society, p. 192-199 8 p. (Operational Research Society 10th Simulation Workshop, SW 2021 - Proceedings).

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

Open Access

1 Citation (Scopus)

Generalized models to predict the lower heating value (LHV) of municipal solid waste (MSW)

Wang, D., Tang, Y. T., He, J., Yang, F. & Robinson, D., 1 Feb 2021, In: Energy. 216, 119279.

Research output: Journal Publication › Article › peer-review

Open Access

49 Citations (Scopus)

Generating cartoon images from face photos with cycle-consistent adversarial networks

Zhang, T., Zhang, Z., Jia, W., He, X. & Yang, J., 2021, In: Computers, Materials and Continua. 69, 2, p. 2733-2747 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

13 Citations (Scopus)

Genome-scale metabolic models and machine learning reveal genetic determinants of antibiotic resistance in escherichia coli and unravel the underlying metabolic adaptation mechanisms

Pearcy, N., Hu, Y., Baker, M., Maciel-Guerra, A., Xue, N., Wang, W., Kaler, J., Peng, Z., Li, F. & Dottorini, T., Jul 2021, In: mSystems. 6, 4, e00913-20.

Research output: Journal Publication › Article › peer-review

Open Access

28 Citations (Scopus)

Goal orientation in job search: Psychometric characteristics and construct validation across job search contexts

Affum-Osei, E., Mensah, H. K., Forkuoh, S. K. & Asante, E. A., 2021, In: International Journal of Testing. 21, 1, p. 1-31 31 p.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Influence of co-processing of coal and oil shale on combustion characteristics, kinetics and ash fusion behaviour

Jiang, P., Meng, Y., Parvez, A. M., Dong, X. Y., Wu, X. Y., Xu, M. X., Pang, C. H., Sun, C. G. & Wu, T., 1 Feb 2021, In: Energy. 216, 119229.

Research output: Journal Publication › Article › peer-review

29 Citations (Scopus)

Mass spectrometry and machine learning for the accurate diagnosis of benzylpenicillin and multidrug resistance of Staphylococcus aureus in bovine mastitis

Esener, N., Guerra, A. M., Giebel, K., Lea, D., Green, M. J., Bradley, A. J. & Dottorini, T., Jun 2021, In: PLoS Computational Biology. 17, 6, e1009108.

Research output: Journal Publication › Article › peer-review

Open Access

17 Citations (Scopus)

Metal Organic Frameworks as Biosensing Materials for COVID-19

Udourioh, G. A., Solomon, M. M. & Epelle, E. I., Dec 2021, In: Cellular and Molecular Bioengineering. 14, 6, p. 535-553 19 p.

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

Open Access

26 Citations (Scopus)

Mutation Strategy Based on Step Size and Survival Rate for Evolutionary Programming

Hong, L., Liu, C., Cui, J. & Liu, F., 2021, In: Discrete Dynamics in Nature and Society. 2021, 1336929.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

Nature-inspired materials: Emerging trends and prospects

Katiyar, N. K., Goel, G., Hawi, S. & Goel, S., Dec 2021, In: NPG Asia Materials. 13, 1, 56.

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

Open Access

119 Citations (Scopus)

Option valuation under no-arbitrage constraints with neural networks

Cao, Y., Liu, X. & Zhai, J., 16 Aug 2021, In: European Journal of Operational Research. 293, 1, p. 361-374 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

File

11 Citations (Scopus)

76 Downloads (Pure)

Scaling up the SNAP-ED Toolkit Interventions to Improve Fruit and Vegetable Consumption across Counties in Georgia: An Agent-Based Model

Zhang, D., Thapa, J. J., Li, G., Son, H., Chen, Z., Mu, L., Li, Y., Liu, J., Pagan, J. A. & Giabbanelli, P. J., 19 Jul 2021, Proceedings of the 2021 Annual Modeling and Simulation Conference, ANNSIM 2021. Martin, C. R., Blas, M. J. & Psijas, A. I. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2021 Annual Modeling and Simulation Conference, ANNSIM 2021).

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

Self-supervised learning based phone-fortified speech enhancement

Qiu, Y., Wang, R., Singh, S., Ma, Z. & Hou, F., 2021, 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. International Speech Communication Association, p. 2793-2797 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 4).

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

3 Citations (Scopus)

Simulation-based optimisation for stochastic maintenance routing in an offshore wind farm

Irawan, C. A., Eskandarpour, M., Ouelhadj, D. & Jones, D., 16 Mar 2021, In: European Journal of Operational Research. 289, 3, p. 912-926 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

File

36 Citations (Scopus)

65 Downloads (Pure)

Simultaneous Transmission and Reflection Reconfigurable Intelligent Surface Assisted Secrecy MISO Networks

Niu, H., Chu, Z., Zhou, F. & Zhu, Z., 1 Nov 2021, In: IEEE Communications Letters. 25, 11, p. 3498-3502 5 p.

Research output: Journal Publication › Article › peer-review

Open Access

103 Citations (Scopus)

Soft clustering-based scenario bundling for a progressive hedging heuristic in stochastic service network design

Jiang, X., Bai, R., Wallace, S. W., Kendall, G. & Landa-Silva, D., Apr 2021, In: Computers and Operations Research. 128, 105182.

Research output: Journal Publication › Article › peer-review

Open Access

File

18 Citations (Scopus)

78 Downloads (Pure)

TAIT: One-Shot Full-Integer Lightweight DNN Quantization via Tunable Activation Imbalance Transfer

Jiang, W., Yu, H., Liu, X., Sun, H., Li, R. & Ha, Y., 5 Dec 2021, 2021 58th ACM/IEEE Design Automation Conference, DAC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1027-1032 6 p. (Proceedings - Design Automation Conference; vol. 2021-December).

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

13 Citations (Scopus)

Whole-genome sequencing and machine learning analysis of staphylococcus aureus from multiple heterogeneous sources in china reveals common genetic traits of antimicrobial resistance

Wang, W., Baker, M., Hu, Y., Xu, J., Yang, D., Maciel-Guerra, A., Xue, N., Li, H., Yan, S., Li, M., Bai, Y., Dong, Y., Peng, Z., Ma, J., Li, F. & Dottorini, T., Jun 2021, In: mSystems. 6, 3, e01185-20.

Research output: Journal Publication › Article › peer-review

Open Access

24 Citations (Scopus)

2020

A comparison of conditional predictive ability of implied volatility and realized measures in forecasting volatility

Shi, Y., Ying, T., Shi, Y. & Ai, C., 1 Nov 2020, In: Journal of Forecasting. 39, 7, p. 1025-1034 10 p.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Adversarial latent representation learning for speech enhancement

Qiu, Y. & Wang, R., 2020, Interspeech 2020. International Speech Communication Association, p. 2662-2666 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 2020-October).

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

4 Citations (Scopus)

Analysis of a stochastic predator-prey system with foraging arena scheme

Cai, Y., Cai, S. & Mao, X., 17 Feb 2020, In: Stochastics. 92, 2, p. 193-222 30 p.

Research output: Journal Publication › Article › peer-review

Open Access

10 Citations (Scopus)

Consistent dynamic map labeling with fairness and importance

Zhang, X., Poon, S. H., Liu, S., Li, M. & Lee, V. C. S., Aug 2020, In: Computer Aided Geometric Design. 81, 101892.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

DVFS-Based scrubbing scheduling for reliability maximization on parallel tasks in SRAM-based FPGAs

Li, R., Yu, H., Jiang, W. & Ha, Y., Jul 2020, 2020 57th ACM/IEEE Design Automation Conference, DAC 2020. Institute of Electrical and Electronics Engineers Inc., 9218574. (Proceedings - Design Automation Conference; vol. 2020-July).

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