Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Profiles
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Bamikole Olaleye Akinsehinde
Person: Doctor of Philosophy
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Xiang Chang
- Faculty of Business and Physical Sciences (Dept) - Lecturer Engineering Unit
- Department of Computer Science
Person: Teaching And Research, Doctor of Philosophy
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Research output
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Arbitrary Convergence Time Control for Aerial Manipulator with TSK Estimator
Chen, Y., Liu, X., Shang, C., Chen, J., Chang, X., Chao, F. & Wang, Y., 2024, (Accepted/In press).Research output: Contribution to conference › Paper › peer-review
File30 Downloads (Pure) -
ARLP: Automatic multi-agent transformer reinforcement learning pruner for one-shot neural network pruning
Guo, B., Chang, X., Chao, F., Zheng, X., Lin, C. M., Chen, Y., Shang, C. & Shen, Q., 27 Sept 2024, In: Knowledge-Based Systems. 300, 112122.Research output: Contribution to journal › Article › peer-review
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CPE COIN++: Towards Optimized Implicit Neural Representation Compression via Chebyshev Positional Encoding
Chu, H., Dai, S., Ding, W., Shi, X., Xu, T., Dai, P., Zhang, S., Zhang, Y., Chang, X., Lin, C-M., Chao, F., Shang, C. & Shen, Q., 25 Jun 2024, (Accepted/In press) The 7th Chinese Conference on Pattern Recognition and Computer Vision PRCV 2024. Springer PublishingResearch output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
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Cross-scale Heterogeneous Convolution Change Detection Based on Spatial-Spectral Information Fusion for Remote Sensing Imagery
Hou, X., Lin, J., Shang, C. & Shen, Q., 24 Jul 2024, (Accepted/In press) UKCI 2024 : 23rd UK Workshop on Computational Intelligence.Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
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Large Kernel Convolutional Attention Based U-Net Network for Inpainting Oracle Bone Inscription
Yang, H., Chang, X., Guo, Z., Chao, F., Shang, C. & Shen, Q., 2024, Pattern Recognition and Computer Vision: 6th Chinese Conference, PRCV 2023, Proceedings. Liu, Q., Wang, H., Ji, R., Ma, Z., Zheng, W., Zha, H., Chen, X. & Wang, L. (eds.). 152 BEACH ROAD, 21-01/04 GATEWAY EAST, SINGAPORE, 189721, SINGAPORE: Springer Nature, Vol. 14435. p. 117-129 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14435 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
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Self-Organizing Type-2 Fuzzy Double Loop Recurrent Neural Network for Uncertain Nonlinear System Control
Li, L. J., Chang, X., Chao, F., Lin, C. M., Huynh, T. T., Yang, L., Shang, C. & Shen, Q., 14 May 2024, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Solving Robotic Trajectory Sequential Writing Problem via Learning Character’s Structural and Sequential Information
Li, Q., Guo, Z., Chao, F., Chang, X., Yang, L., Lin, C-M., Shang, C. & Shen, Q., 01 Feb 2024, In: IEEE Transactions on Cybernetics. 54, 2, p. 1096-1108 13 p., 9858665.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)77 Downloads (Pure) -
Towards Accurate Rainfall Volume Prediction: An Initial Approach with Deep Learning, Advanced Feature Selection, Parameter Optimisation, and Ensemble Techniques for Time-Series Forecasting
Akinsehinde, B. O., Shang, C. & Shen, Q., 01 Feb 2024, (E-pub ahead of print) Advances in Computational Intelligence Systems: Contributions presented at the 22n UK Workshop on Computational Intelligence (UKCI 2023), September 6-8 2023, Birmingham, UK. Springer, Cham: Springer Nature, Vol. AISC, volume 1453. p. 114-132 18 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
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Transport Object Detection in Street View Imagery Using Decomposed Convolutional Neural Networks
Bai, C., Shang, C., Li, Y., Shen, L., Zeng, X. & Shen, Q., 2024, Advances in Computational Intelligence Systems. 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
Open AccessFile78 Downloads (Pure) -
Automated Action Evaluation for Robotic Imitating Learning via Siamese Neural Networks
Chang, X., Chao, F., Shang, C. & Shen, Q., 16 Jan 2023, (Accepted/In press).Research output: Contribution to conference › Paper › peer-review
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Automated Action Evaluation for Robotic Imitation Learning via Siamese Neural Networks
Chang, X., Chao, F., Shang, C. & Shen, Q., 2023, Proceedings - ICRA 2023: IEEE International Conference on Robotics and Automation. IEEE Press, p. 9537-9543 7 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2023-May).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
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Newton International Fellowship: Motion PLanning & Autonomous control for unmanned ariel manipulating
Shang, C. (PI)
15 Dec 2022 → 14 Dec 2024
Project: Externally funded research
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London: Logistics network design & optimisation under uncertain environments (EU&WG) - Yanfei Lan
Shang, C. (PI)
Llywodraeth Cymru | Welsh Government
01 Aug 2018 → 31 Jul 2020
Project: Externally funded research
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FuzzyBot: Dynamic Fuzzy Rule Interpolation for Humanoid Robot Control - Dr Fei Chao - EU/WG
Shang, C. (PI)
Llywodraeth Cymru | Welsh Government
01 Dec 2017 → 30 Nov 2020
Project: Externally funded research
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BIDDER : Big Data-Driven Decision-Making and its Applications in Rail Traffic Operation and Management - Xiang Li (EU/WG)
Shang, C. (PI)
Llywodraeth Cymru | Welsh Government
02 Aug 2017 → 01 Aug 2020
Project: Externally funded research
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(CLOSED) Autonomous learning from big data for green transportation
Shang, C. (PI)
08 Feb 2017 → 08 Sept 2017
Project: Externally funded research
Press/Media
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New Mathematics Data Has Been Reported by a Researcher at Aberystwyth University (Towards Dynamic Fuzzy Rule Interpolation via Density-Based Rule Promotion from Interpolated Outcomes)
08 Feb 2024
1 item of Media coverage
Press/Media: Media coverage
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Studies from Aberystwyth University in the Area of Information Technology Reported (Sparse Data-based Image Super-resolution With Anfis Interpolation)
14 Dec 2023
1 item of Media coverage
Press/Media: Media coverage