Find Research outputs

2023

Pre-trained DenseNet-121 with Multilayer Perceptron for Acoustic Event Classification

Tan, P. S., Lim, K. M., Tan, C. H. & Lee, C. P., Mar 2023, In: IAENG International Journal of Computer Science. 50, 1, IJCS_50_1_07.

Research output: Journal Publication › Article › peer-review

5 Citations (Scopus)

Prior-SSL: A Thickness Distribution Prior and Uncertainty Guided Semi-supervised Learning Method for Choroidal Segmentation in OCT Images

Zhang, H., Zhang, X., Zhang, Y., Higashita, R. & Liu, J., 2023, Artificial Neural Networks and Machine Learning – ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Proceedings. Iliadis, L., Papaleonidas, A., Angelov, P. & Jayne, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 570-581 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14255 LNCS).

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

2 Citations (Scopus)

Privacy-Preserving Machine Learning for Healthcare: Open Challenges and Future Perspectives

Guerra-Manzanares, A., Lopez, L. J. L., Maniatakos, M. & Shamout, F. E., 2023, Trustworthy Machine Learning for Healthcare - 1st International Workshop, TML4H 2023, Proceedings. Chen, H. & Luo, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 25-40 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13932 LNCS).

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

6 Citations (Scopus)

Privileged Modality Guided Network for Retinal Vessel Segmentation in Ultra-Wide-Field Images

Li, X., Hao, H., Fu, H., Zhang, D., Chen, D., Qiao, Y., Liu, J., Zhao, Y. & Zhang, J., 2023, Ophthalmic Medical Image Analysis - 10th International Workshop, OMIA 2023, Held in Conjunction with MICCAI 2023, Proceedings. Antony, B., Chen, H., Fang, H., Fu, H., Lee, C. S. & 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. 14096 LNCS).

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

2 Citations (Scopus)

Recent Advances in Text-to-Image Synthesis: Approaches, Datasets and Future Research Prospects

Tan, Y. X., Lee, C. P., Neo, M., Lim, K. M., Lim, J. Y. & Alqahtani, A., 2023, In: IEEE Access. 11, p. 88099-88115 17 p.

Research output: Journal Publication › Article › peer-review

Open Access

6 Citations (Scopus)

Recommendation Systems for Choosing Online Learning Resources A Hands-On Approach

Saha, A., Dey, S., Roy, M., Datta, S. & Kar, P., 1 Jan 2023, Recommender Systems: A Multi-Disciplinary Approach. CRC Press, p. 235-258 24 p.

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

Recommender Systems: A Multi-Disciplinary Approach

Roy, M., Kar, P. & Datta, S., 1 Jan 2023, CRC Press. 260 p.

Research output: Book/Report › Book › peer-review

Recursive solution of initial value problems with temporal discretization

Edalat, A., Farjudian, A. & Li, Y., 20 Nov 2023, In: Theoretical Computer Science. 980, 114221.

Research output: Journal Publication › Article › peer-review

Open Access

Robustness in Metric Spaces over Continuous Quantales and the Hausdorff-Smyth Monad

Dagnino, F., Farjudian, A. & Moggi, E., 2023, Theoretical Aspects of Computing – ICTAC 2023 - 20th International Colloquium, Proceedings. Ábrahám, E., Dubslaff, C. & Tarifa, S. L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 313-331 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14446 LNCS).

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

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)

Sample and Feature Enhanced Few-Shot Knowledge Graph Completion

Zhang, K., Zhang, D., Liu, N., Yang, Y., Xu, Y., Yan, Z., Li, H. & Cui, L., 2023, Database Systems for Advanced Applications - 28th International Conference, DASFAA 2023, Proceedings. Wang, X., Sapino, M. L., Han, W.-S., El Abbadi, A., Dobbie, G., Feng, Z., Shao, Y. & Yin, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 800-809 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13944 LNCS).

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

3 Citations (Scopus)

SCQT-MaxViT: Speech Emotion Recognition with Constant-Q Transform and Multi-Axis Vision Transformer

Ong, K. L., Lee, C. P., Lim, H. S., Lim, K. M. & Mukaida, T., 2023, In: IEEE Access. 11, p. 63081-63091 11 p.

Research output: Journal Publication › Article › peer-review

Open Access

12 Citations (Scopus)

Silent Delivery: Make Instant Delivery More Accessible for the DHH Delivery Workers Through Sensory Substitution

Huang, S., Li, X., Shi, S., Dong, H., Cai, X., Jin, K., Wu, J., Lin, W., Yao, J., Hu, Y., Ying, F. & Yao, C., 2023, Distributed, Ambient and Pervasive Interactions - 11th International Conference, DAPI 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Proceedings. Streitz, N. A. & Konomi, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 362-379 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14037 LNCS).

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

Speech emotion recognition with light gradient boosting decision trees machine

Ong, K. L., Lee, C. P., Lim, H. S. & Lim, K. M., Aug 2023, In: International Journal of Electrical and Computer Engineering. 13, 4, p. 4020-4028 9 p.

Research output: Journal Publication › Article › peer-review

Open Access

10 Citations (Scopus)

TCEIP: Text Condition Embedded Regression Network for Dental Implant Position Prediction

Yang, X., Xie, J., Li, X., Li, X., Li, X., Shen, L. & Deng, Y., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 317-326 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14225 LNCS).

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

Open Access

4 Citations (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)

The role of novelty stimuli in second language acquisition: evidence from the optimized training by the Pinyin Tutor at TalkBank

Zhang, Y. & MacWhinney, B., 2023, In: Smart Learning Environments. 10, 3, 19 p.

Research output: Journal Publication › Article › peer-review

Open Access

6 Citations (Scopus)

Three-dimensional shape generation via variational autoencoder generative adversarial network with signed distance function

Ajayi, E. A., Lim, K. M., Chong, S. C. & Lee, C. P., Aug 2023, In: International Journal of Electrical and Computer Engineering. 13, 4, p. 4009-4019 11 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Towards Personalized Instruction: Co-designing a Teacher-Centered Dashboard for Learning Engagement Analysis in Blended Learning Environments

Zhang, H., Sun, X., Zhang, Y., Wang, Q. & Yao, C., 2023, Learning and Collaboration Technologies - 10th International Conference, LCT 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Proceedings. Zaphiris, P., Ioannou, A. & Ioannou, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 563-574 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14040 LNCS).

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

Tuning the mechanical anisotropy of biphenylene by boron and nitrogen doping

Ren, X., Wang, K., Yu, Y., Zhang, D., Zhang, G. & Cheng, Y., 5 Apr 2023, In: Computational Materials Science. 222, 112119.

Research output: Journal Publication › Article › peer-review

11 Citations (Scopus)

Underwater-image super-resolution via range-dependency learning of multiscale features

Chen, Z., Liu, C., Zhang, K., Chen, Y., Wang, R. & Shi, X., Sept 2023, In: Computers and Electrical Engineering. 110, 108756.

Research output: Journal Publication › Article › peer-review

11 Citations (Scopus)

Wearable sensor-based human activity recognition with ensemble learning: a comparison study

Luwe, Y. J., Lee, C. P. & Lim, K. M., Aug 2023, In: International Journal of Electrical and Computer Engineering. 13, 4, p. 4029-4040 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

9 Citations (Scopus)

2022

(AR)e These Products Making Sense? Resolving Product Schema-Incongruity with Augmented Reality

Teh, C., Phang, C. W., Zhang, C. & Chong, A., 2022, Design, Operation and Evaluation of Mobile Communications - Third International Conference, MOBILE 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Salvendy, G. & Wei, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 472-490 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13337 LNCS).

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

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 Contribution to Thermal Ageing Assessment of Glass Fiber Insulated Wire Based on Partial Discharges Activity

Naderiallaf, H., Giangrande, P. & Galea, M., 2022, In: IEEE Access. 10, p. 41186-41200 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

14 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

83 Citations (Scopus)

A Machine Learning Enabled Mobile Application to Analyse Ambient-Body Correlations

Xie, H. & Ardakani, S. P., Mar 2022, In: SN Computer Science. 3, 2, 144.

Research output: Journal Publication › Article › peer-review

An Empirical Assessment of Security and Privacy Risks of Web-Based Chatbots

Waheed, N., Ikram, M., Hashmi, S. S., He, X. & Nanda, P., 2022, Web Information Systems Engineering – WISE 2022 - 23rd International Conference, Proceedings. Chbeir, R., Huang, H., Silvestri, F., Manolopoulos, Y., Zhang, Y. & Zhang, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 325-339 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13724 LNCS).

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

6 Citations (Scopus)

A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT

Xiao, Z., Zhang, X., Sun, Q., Wei, Z., Xu, G., Jin, Y., Higashita, R. & Liu, J., 2022, Pattern Recognition and Computer Vision - 5th Chinese Conference, PRCV 2022, Proceedings. Yu, S., Zhang, J., Zhang, Z., Tan, T., Yuen, P. C., Guo, Y., Han, J. & Lai, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 262-273 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13535 LNCS).

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

3 Citations (Scopus)

Applied stress anisotropy effect on melting of tungsten: molecular dynamics study

Akzhigitov, D., Srymbetov, T., Golman, B., Spitas, C. & Utegulov, Z. N., Mar 2022, In: Computational Materials Science. 204, 111139.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

A Robust Sensor and Actuator Fault Tolerant Control Scheme for Nonlinear System

Ashraf, M. A., Ijaz, S., Javaid, U., Hussain, S., Anwaar, H. & Marey, M., 2022, In: IEEE Access. 10, p. 626-637 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

12 Citations (Scopus)

A Surrogate-Based Optimization Method with Dynamic Adaptation for High-Dimensional Mixed-Integer Problems

Zheng, L., Yang, Y., Fu, G., Tan, Z. & Cen, X., Jul 2022, In: Swarm and Evolutionary Computation. 72, 101099.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

A theoretical insight into the mechanical properties and phonon thermal conductivity of biphenylene network structure

Hamed Mashhadzadeh, A., Zarghami Dehaghani, M., Molaie, F., Fooladapanjeh, S., Farzadian, O. & Spitas, C., Nov 2022, In: Computational Materials Science. 214, 111761.

Research output: Journal Publication › Article › peer-review

17 Citations (Scopus)

Augmented Feature Representation with Parallel Convolution for Cross-domain Facial Expression Recognition

Yang, F., Xie, W., Zhong, T., Hu, J. & Shen, L., 2022, Biometric Recognition - 16th Chinese Conference, CCBR 2022, Proceedings. Deng, W., Feng, J., Zheng, F., Huang, D., Kan, M., Sun, Z., He, Z. & Wang, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 297-306 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13628 LNCS).

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

2 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)

CAR: Class-Aware Regularizations for Semantic Segmentation

Huang, Y., Kang, D., Chen, L., Zhe, X., Jia, W., Bao, L. & He, X., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 518-534 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13688 LNCS).

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

Open Access

13 Citations (Scopus)

Chinese sign language recognition with batch sampling ResNet-Bi-LSTM

Chung, W. Y., Xu, H. & Lee, B. G., Sept 2022, In: SN Computer Science. 3, 5, 13 p., 414.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

Concept drift and cross-device behavior: Challenges and implications for effective android malware detection

Guerra-Manzanares, A., Luckner, M. & Bahsi, H., Sept 2022, In: Computers & Security. 120, 102757.

Research output: Journal Publication › Article › peer-review

19 Citations (Scopus)

Coping with COVID-19: The WeChat Way

Andriano-Moore, S. & Cai, Y., 1 Jan 2022, Coping with COVID-19, the Mobile Way: Experience and Expertise from China. Springer Nature, p. 45-86 42 p.

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

Coping with COVID-19, the Mobile Way: Experience and Expertise from China

Xu, X., 1 Jan 2022, Springer Nature. 303 p.

Research output: Book/Report › Book › peer-review

2 Citations (Scopus)

CycleGAN Based Motion Artifact Cancellation for Photoplethysmography Wearable Device

Long, N. M. H., Kim, J. J., Lee, B. G. & Chung, W. Y., 2022, Intelligent Human Computer Interaction - 13th International Conference, IHCI 2021, Revised Selected Papers. Kim, J.-H., Khan, J., Singh, M., Tiwary, U. S., Sur, M. & Singh, D. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13184. p. 138-144 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13184 LNCS).

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

1 Citation (Scopus)

Degradation-Invariant Enhancement of Fundus Images via Pyramid Constraint Network

Liu, H., Li, H., Fu, H., Xiao, R., Gao, Y., Hu, Y. & Liu, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 507-516 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13432 LNCS).

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

13 Citations (Scopus)

Design with Caregivers: Enhancing Social Interaction for Children with Down Syndrome

Zhang, H., Sun, X., Yao, C., Zhang, Y., Wang, Q. & Lei, N., 2022, Universal Access in Human-Computer Interaction. User and Context Diversity - 16th International Conference, UAHCI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Antona, M. & Stephanidis, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 442-452 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13309 LNCS).

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

1 Citation (Scopus)

Digital Arts and Health

Xue, M., Yao, C., Hu, J., Hu, Y. & Lyu, H., 2022, Entertainment Computing – ICEC 2022 - 21st IFIP TC 14 International Conference, ICEC 2022, Proceedings. Göbl, B., van der Spek, E., Baalsrud Hauge, J., Baalsrud Hauge, J. & McCall, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 436-442 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13477 LNCS).

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

2 Citations (Scopus)

Discovery of behavioral patterns in online social commerce practice

Jia, X., Wang, R., Liu, J. H. & Jiang, C., 1 Jan 2022, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 12, 1, e1433.

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

13 Citations (Scopus)

Domain Adaptive Retinal Vessel Segmentation Guided by High-frequency Component

Li, H., Li, H., Qiu, Z., Hu, Y. & Liu, J., 2022, Ophthalmic Medical Image Analysis - 9th International Workshop, OMIA 2022, Held in Conjunction with MICCAI 2022, Proceedings. Antony, B., Fu, H., Lee, C. S., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 115-124 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13576 LNCS).

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

2 Citations (Scopus)

Emotional Design for In-Vehicle Infotainment Systems: An Exploratory Co-design Study

Zhou, S., Lan, R., Sun, X., Bai, J., Zhang, Y. & Jiang, X., 2022, HCI in Mobility, Transport, and Automotive Systems - 4th International Conference, MobiTAS 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Krömker, H. (ed.). Springer Science and Business Media Deutschland GmbH, p. 326-336 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13335 LNCS).

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

5 Citations (Scopus)

Enhanced Text-to-Image Synthesis Conditional Generative Adversarial Networks

Tan, Y. X., Lee, C. P., Neo, M., Lim, K. M. & Lim, J. Y., 2022, In: IAENG International Journal of Computer Science. 49, 1, p. 1-7 7 p.

Research output: Journal Publication › Article › peer-review

8 Citations (Scopus)

Enhancing EFL pre-service teachers’ affordance noticing and utilizating with the Synthesis of Qualitative Evidence strategies: An exploratory study of a customizable virtual environment platform

Jeon, J., Lee, S. & Choe, H., Dec 2022, In: Computers and Education. 190, 104620.

Research output: Journal Publication › Article › peer-review

28 Citations (Scopus)

ESTENDERE: A Design Concept to Enhance Audience Experience in Theatre

Kang, Y., Liu, B. & Sun, X., 2022, Culture and Computing - 10th International Conference, C and C 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Rauterberg, M. (ed.). Springer Science and Business Media Deutschland GmbH, p. 305-315 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13324 LNCS).

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

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