Find Research outputs

2021

An integrative framework of cognitive absorption for technology use

Cheung, C. M. K., Thadani, D. R. & Lee, Z. W. Y., 12 Jul 2021, Information Technology in Organisations and Societies: Multidisciplinary Perspectives from AI to Technostress. Emerald Group Publishing Ltd., p. 111-146 36 p.

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

1 Citation (Scopus)

ANTON: Activity Recognition-Based Smart Home Control System

Zhao, P., Kar, P. & Ardakani, S. P., Nov 2021, In: SN Computer Science. 2, 6, 428.

Research output: Journal Publication › Article › peer-review

Applying fuzzy pattern trees for the assessment of corneal nerve tortuosity

Su, P., Zhang, X., Qiu, H., Xie, J., Zhao, Y., Liu, J. & Chen, T., 4 May 2021, Fuzzy Logic: Recent Applications and Developments. Springer International Publishing, p. 131-143 13 p.

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

Open Access

A Review on Community Detection in Large Complex Networks from Conventional to Deep Learning Methods: A Call for the Use of Parallel Meta-Heuristic Algorithms

Al-Andoli, M. N., Tan, S. C., Cheah, W. P. & Tan, S. Y., 2021, In: IEEE Access. 9, p. 96501-96527 27 p., 9475964.

Research output: Journal Publication › Article › peer-review

Open Access

24 Citations (Scopus)

Autonomous Mobility Management for 5G Ultra-Dense HetNets via Reinforcement Learning with Tile Coding Function Approximation

Liu, Q., Kwong, C. F., Zhou, S., Ye, T., Li, L. & Ardakani, S. P., 2021, In: IEEE Access. 9, p. 97942-97952 11 p., 9478309.

Research output: Journal Publication › Article › peer-review

Open Access

10 Citations (Scopus)

Backbone Based Feature Enhancement for Object Detection

Ji, H., Lu, W. & Shen, L., 2021, Computer Vision – ACCV 2020 - 15th Asian Conference on Computer Vision, 2020, Revised Selected Papers. Ishikawa, H., Liu, C.-L., Pajdla, T. & Shi, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 56-70 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12624 LNCS).

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

Cervical Cell Detection Benchmark with Effective Feature Representation

Zhang, M. & Shen, L., 2021, Cognitive Systems and Signal Processing - 5th International Conference, ICCSIP 2020, Revised Selected Papers. Sun, F., Liu, H. & Fang, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 402-413 12 p. (Communications in Computer and Information Science; vol. 1397 CCIS).

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

2 Citations (Scopus)

CNN: A Cluster-Based Named Data Routing for Vehicular Networks

Ardakani, S. P., Kwong, C. F., Kar, P., Liu, Q. & Li, L., 2021, In: IEEE Access. 9, p. 159036-159047 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

16 Citations (Scopus)

Common-mode voltage mitigation of dual three-phase voltage source inverters in a motor drive application

Alcaide, A. M., Wang, X., Yan, H., Leon, J. I., Monopoli, V. G., Buticchi, G., Vazquez, S., Liserre, M. & Franquelo, L. G., 13 Apr 2021, In: IEEE Access. 9, p. 67477-67487 11 p., 9402840.

Research output: Journal Publication › Article › peer-review

Open Access

File

24 Citations (Scopus)

56 Downloads (Pure)

Common-Mode Voltage Mitigation Technique in Motor Drive Applications by Applying a Sampling-Time Adaptive Multi-Carrier PWM Method

Alcaide, A. M., Yan, H., Wang, X., Leon, J. I., Portillo, R., Buticchi, G., Vazquez, S., Monopoli, V. G., Liserre, M. & Franquelo, L. G., 2021, In: IEEE Access. 9, p. 56115-56126 12 p., 9395444.

Research output: Journal Publication › Article › peer-review

Open Access

15 Citations (Scopus)

Context Aware 3D UNet for Brain Tumor Segmentation

Ahmad, P., Qamar, S., Shen, L. & Saeed, A., 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-218 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12658 LNCS).

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

Open Access

31 Citations (Scopus)

Covering array constructors: An experimental analysis of their interaction coverage and fault detection

Huang, R., Chen, H., Zhou, Y., Yueh Chen, T., Towey, D., Fai Lau, M., Ng, S., Merkel, R. & Chen, J., 1 May 2021, In: Computer Journal. 64, 5, p. 762-788 27 p.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography

Yu, S., Liu, Y., Zhang, J., Xie, J., Zheng, Y., Liu, J. & Zhao, Y., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 13-23 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12908 LNCS).

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

Open Access

6 Citations (Scopus)

Deep learning-based community detection in complex networks with network partitioning and reduction of trainable parameters

Al-Andoli, M., Cheah, W. P. & Tan, S. C., Feb 2021, In: Journal of Ambient Intelligence and Humanized Computing. 12, 2, p. 2527-2545 19 p.

Research output: Journal Publication › Article › peer-review

23 Citations (Scopus)

DT-SLAM: Dynamic Thresholding Based Corner Point Extraction in SLAM System

Wu, R., Pike, M. & Lee, B. G., 2021, In: IEEE Access. 9, p. 91723-91729 7 p., 9464347.

Research output: Journal Publication › Article › peer-review

Open Access

10 Citations (Scopus)

Editorial for the Special Issue on Frontiers of Chemical Engineering

Zhu, J. & Wang, J., Jan 2021, In: Engineering. 7, 1, p. 1-2 2 p.

Research output: Journal Publication › Editorial

Open Access

Effective Defect Detection Method Based on Bilinear Texture Features for LGPs

Hong, L., Wu, X., Zhou, D. & Liu, F., 2021, In: IEEE Access. 9, p. 147958-147966 9 p.

Research output: Journal Publication › Article › peer-review

Open Access

4 Citations (Scopus)

Enabling Privacy-Preserving Shortest Distance Queries on Encrypted Graph Data

Liu, C., Zhu, L., He, X. & Chen, J., 1 Jan 2021, In: IEEE Transactions on Dependable and Secure Computing. 18, 1, p. 192-204 13 p., 8532292.

Research output: Journal Publication › Article › peer-review

Open Access

42 Citations (Scopus)

Fast and simple tuning rules of synchronous reference frame proportional-integral current controller

Diab, A. M., Bozhko, S., Guo, F., Rashed, M., Buticchi, G., Xu, Z., Yeoh, S. S., Gerada, C. & Galea, M., 27 Jan 2021, In: IEEE Access. 9, p. 22156-22170 15 p., 9336634.

Research output: Journal Publication › Article › peer-review

Open Access

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25 Citations (Scopus)

141 Downloads (Pure)

Fuzzy rough sets and fuzzy rough neural networks for feature selection: A review

Ji, W., Pang, Y., Jia, X., Wang, Z., Hou, F., Song, B., Liu, M. & Wang, R., 1 May 2021, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 11, 3, e1402.

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

53 Citations (Scopus)

Gated Channel Attention Network for Cataract Classification on AS-OCT Image

Xiao, Z., Zhang, X., Higashita, R., Hu, Y., Yuan, J., Chen, W. & Liu, J., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 357-368 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13110 LNCS).

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

11 Citations (Scopus)

Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation

Zhao, J., Zhang, J., Deng, B., Zheng, Y., Liu, J., Song, R. & Zhao, Y., 2021, Ophthalmic Medical Image Analysis - 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 82-91 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12970 LNCS).

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

Hierarchical Features Integration and Attention Iteration Network for Juvenile Refractive Power Prediction

Zhang, Y., Higashita, R., Long, G., Li, R., Santo, D. & Liu, J., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 479-490 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13109 LNCS).

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

HI-Net: Hyperdense Inception 3D UNet for Brain Tumor Segmentation

Qamar, S., Ahmad, P. & Shen, L., 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 50-57 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12659 LNCS).

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

21 Citations (Scopus)

Impact of proactive behaviour antecedents on construction project managers’ performance

Kapogiannis, G., Fernando, T. & Alkhard, A. M., 21 Oct 2021, In: Construction Innovation. 21, 4, p. 708-722 15 p.

Research output: Journal Publication › Article › peer-review

8 Citations (Scopus)

Impact of residual hardware impairment on the iot secrecy performance of RIS-assisted NOMA networks

Chen, Q., Li, M., Yang, X., Alturki, R., Alshehri, M. D. & Khan, F., 2021, In: IEEE Access. 9, p. 42583-42592 10 p., 3065760.

Research output: Journal Publication › Article › peer-review

Open Access

64 Citations (Scopus)

Intelligent Anomaly Detection for Large Network Traffic with Optimized Deep Clustering (ODC) Algorithm

Roselin, A. G., Nanda, P., Nepal, S. & He, X., 2021, In: IEEE Access. 9, p. 47243-47251 9 p., 9383226.

Research output: Journal Publication › Article › peer-review

Open Access

23 Citations (Scopus)

Juvenile Refractive Power Prediction Based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network

Zhang, Y., Higashita, R., Xu, Y., Santo, D., Hu, Y., Long, G. & Liu, J., 2021, Ophthalmic Medical Image Analysis - 8th International Workshop, OMIA 2021, Held in Conjunction with MICCAI 2021, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 92-100 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12970 LNCS).

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

KronoDroid: Time-based hybrid-featured dataset for effective android malware detection and characterization

Guerra-Manzanares, A., Bahsi, H. & Nõmm, S., Nov 2021, In: Computers & Security. 110, 102399.

Research output: Journal Publication › Article › peer-review

Open Access

66 Citations (Scopus)

Lifetime Estimation of Enameled Wires under Accelerated Thermal Aging Using Curve Fitting Methods

Khowja, M. R., Turabee, G., Giangrande, P., Madonna, V., Cosma, G., Vakil, G., Gerada, C. & Galea, M., 2021, In: IEEE Access. 9, p. 18993-19003 11 p., 9326307.

Research output: Journal Publication › Article › peer-review

Open Access

File

15 Citations (Scopus)

57 Downloads (Pure)

Modeling Dynamic Spatio-Temporal Correlations for Urban Traffic Flows Prediction

Awan, N., Ali, A., Khan, F., Zakarya, M., Alturki, R., Kundi, M., Alshehri, M. D. & Haleem, M., 2021, In: IEEE Access. 9, p. 26502-26511 10 p., 2005.

Research output: Journal Publication › Article › peer-review

Open Access

33 Citations (Scopus)

MoVE-CNNs: Model aVeraging Ensemble of Convolutional Neural Networks for Facial Expression Recognition

Yu, J. X., Lim, K. M. & Lee, C. P., 2021, In: IAENG International Journal of Computer Science. 48, 3, p. 1-5 5 p.

Research output: Journal Publication › Article › peer-review

5 Citations (Scopus)

Multi-scale Attention-Based Feature Pyramid Networks for Object Detection

Zhao, X., Chen, J., Liu, M., Ye, K. & Shen, L., 2021, Image and Graphics - 11th International Conference, ICIG 2021, Proceedings. Peng, Y., Hu, S.-M., Gabbouj, M., Zhou, K., Elad, M. & Xu, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 405-417 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12888 LNCS).

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

7 Citations (Scopus)

One-Class Face Anti-spoofing Based on Attention Auto-encoder

Huang, X., Xia, J. & Shen, L., 2021, Biometric Recognition - 15th Chinese Conference, CCBR 2021, Proceedings. Feng, J., Zhang, J., Liu, M. & Fang, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 365-373 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12878 LNCS).

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

5 Citations (Scopus)

OP-convNet: A Patch Classification-Based Framework for CT Vertebrae Segmentation

Qadri, S. F., Shen, L., Ahmad, M., Qadri, S., Zareen, S. S. & Khan, S., 2021, In: IEEE Access. 9, p. 158227-158240 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

52 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)

73 Downloads (Pure)

Personality Traits Prediction Based on Sparse Digital Footprints via Discriminative Matrix Factorization

Wang, S., Zhang, D., Cui, L., Lu, X., Liu, L. & Li, Q., 2021, Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Proceedings. Jensen, C. S., Lim, E.-P., Yang, D.-N., Chang, C.-H., Xu, J., Peng, W.-C., Huang, J.-W. & Shen, C.-Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 692-700 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12682 LNCS).

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

3 Citations (Scopus)

Privacy-Preserving Mechanism in Smart Home Using Blockchain

Qashlan, A., Nanda, P., He, X. & Mohanty, M., 2021, In: IEEE Access. 9, p. 103651-103669 19 p., 9492086.

Research output: Journal Publication › Article › peer-review

Open Access

65 Citations (Scopus)

Search Efficient Binary Network Embedding

Zhang, D., Yin, J., Zhu, X. & Zhang, C., Jun 2021, In: ACM Transactions on Knowledge Discovery from Data. 15, 4, 3436892.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

Seasons: Exploring the dynamic thermochromic smart textile applications for intangible cultural heritage revitalization

Wang, Q., Ye, Y., ten Bhömer, M., Jiang, M. & Sun, X., 2021, Human-Computer Interaction – INTERACT 2021 - 18th IFIP TC 13 International Conference, Proceedings. Ardito, C., Lanzilotti, R., Malizia, A., Malizia, A., Petrie, H., Piccinno, A., Desolda, G. & Inkpen, K. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 12935. p. 92-99 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12935 LNCS).

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

3 Citations (Scopus)

Security and Privacy in IoT Using Machine Learning and Blockchain: Threats and Countermeasures

Waheed, N., He, X., Ikram, M., Usman, M., Hashmi, S. S. & Usman, M., Feb 2021, In: ACM Computing Surveys. 53, 6, 122.

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

Open Access

122 Citations (Scopus)

Selecting Lung Cancer Patients from UK Primary Care Data: A Longitudinal Study of Feature Trends

Alzubaidi, A., Kaur, J., Mahmud, M., Brown, D. J., He, J., Ball, G., Baldwin, D. R., O’Dowd, E. & Hubbard, R. B., 2021, Applied Intelligence and Informatics - 1st International Conference, AII 2021, Proceedings. Mahmud, M., Kaiser, M. S., Kasabov, N., Iftekharuddin, K. & Zhong, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 43-59 17 p. (Communications in Computer and Information Science; vol. 1435).

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

Selective Multi-scale Learning for Object Detection

Chen, J., Lu, W. & Shen, L., 2021, Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12892 LNCS).

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

Open Access

2 Citations (Scopus)

Sensor-Cloud Architecture: A Taxonomy of Security Issues in Cloud-Assisted Sensor Networks

Alturki, R., Alyamani, H. J., Ikram, M. A., Rahman, M. A., Alshehri, M. D., Khan, F. & Haleem, M., 2021, In: IEEE Access. 9, p. 89344-89359 16 p., 9451213.

Research output: Journal Publication › Article › peer-review

Open Access

15 Citations (Scopus)

Sensor Networks and Personal Health Data Management: Software Engineering Challenges

Zhang, X., Zhang, J., Pike, M., Mustafa, N., Towey, D. & Brusic, V., 2021, Proceedings of the Future Technologies Conference, FTC 2020, Volume 3. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 140-159 20 p. (Advances in Intelligent Systems and Computing; vol. 1290).

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

Open Access

File

1 Citation (Scopus)

67 Downloads (Pure)

Short-term wind speed prediction with a two-layer attention-based lstm

Qian, J., Zhu, M., Zhao, Y. & He, X., 2021, In: Computer Systems Science and Engineering. 39, 2, p. 197-209 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

25 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

35 Citations (Scopus)

64 Downloads (Pure)

Smart Product Design for Food Waste Problem in the Canteen of Chinese University

Han, X., Liu, B., Sun, X. & Wu, J., 2021, Cross-Cultural Design. Experience and Product Design Across Cultures - 13th International Conference, CCD 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings. Rau, P.-L. P. (ed.). Springer Science and Business Media Deutschland GmbH, p. 273-287 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12771 LNCS).

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

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)

73 Downloads (Pure)

Strategies for Panel Sequence Segmentations in d-Comics

Wang, X., Hu, J., Hengeveld, B. & Rauterberg, M., 2021, Distributed, Ambient and Pervasive Interactions - 9th International Conference, DAPI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings. Streitz, N. & Konomi, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 260-272 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12782 LNCS).

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

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