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D
Dave Towey
university of nottingham ningbo china
27
H-index
255
Paper Count
3.3K
Citation Count
0
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Published Papers
53
Publication Date
Publication Date
Impact Factor
Citations
MRT4Depth: Metamorphic Robustness Testing for Ground-Truth-Free Evaluation of Monocular Depth Estimation Models
IEEE Transactions on Reliability
IF
5.7
2026-07-13
0
PRE
AI
Patience Chew Yee Cheah; Boon Giin Lee; Dave Towey; David Chieng; Tsong Yueh Chen; Zhi Quan Zhou
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Log-based anomaly detection for evolving software: An incremental deep-learning approach
Information and Software Technology
IF
4.3
2026-05-24
0
PRE
AI
Xinjie Wei; Chang-ai Sun; Xiaoyi Zhang; Dave Towey
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Large Language Models for Automated Web-Form-Test Generation: An Empirical Study
ACM Transactions on Software Engineering and Methodology
IF
6.2
2026-03-01
4
PRE
AI
Li, Tao; Cui, Chenh Ui; Huang, Rubing; Towey, Dave; Ma, Lei
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Proximity-Based Filtering: An Improved Adaptive Random Testing Approach Based on Orthogonal Bisections and Imaginary Offsets
IET Software
IF
1.3
2026-01-01
0
OA
AI
Ackah-Arthur, Hilary; Chen, Jinfu; Towey, Dave; Xi, Jiaxiang; Omari, Michael; Chen, Haibo
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MulAD: A log-based anomaly detection approach for distributed systems using multi-pattern and multi-model fusion
Science of Computer Programming
IF
1.4
2025-12-01
0
PRE
AI
Wei, Xinjie; Sun, Chang-Ai; Zhang, Xiaoyi; Towey, Dave
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Metamorphic Testing and exploration for Machine Learning credit score models
Information and Software Technology
IF
4.3
2025-09-25
0
PRE
AI
Zhihao Ying; Anthony Graham Bellotti; Joseph Lynn Breeden; Dave Towey
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Adaptive Random Testing of Deep Learning Systems Using Image Hashing
IEEE Transactions on Reliability
IF
5.7
2025-09-19
0
PRE
AI
Linwei Yi; Chenhui Cui; Rubing Huang; Dave Towey; Rongcun Wang
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Ribonucleic-acid protein interaction prediction based on deep learning: A comprehensive survey
Applied Soft Computing
IF
6.6
2025-08-29
0
PRE
AI
Danyu Li; Rubing Huang; Chenhui Cui; Dave Towey; Ling Zhou; Jinyu Tian; Bin Zou
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Sproutfit: an immersive seed-planting virtual reality game to enhance patient motivation for performing exercises for the prevention of venous thromboembolism through loss and avoidance gamification
Virtual Reality
IF
5
2025-08-26
0
OA
AI
Renzhi Han; Boon Giin Lee; Matthew Pike; Dave Towey; Yuan Yao; Yongfu Wang; Wan-Young Chung
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Enhancing autonomous driving simulations: A hybrid metamorphic testing framework with metamorphic relations generated by GPT
Information and Software Technology
IF
4.3
2025-07-12
0
PRE
AI
Yifan Zhang; Tsong Yueh Chen; Matthew Pike; Dave Towey; Zhihao Ying; Zhi Quan Zhou
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Short-Term Electricity-Load Forecasting by deep learning: A comprehensive survey
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF
8
2025-05-24
0
PRE
AI
Dong, Qi; Huang, Rubing; Cui, Chenhui; Towey, Dave; Zhou, Ling; Tian, Jinyu; Wang, Jianzhou
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Convolutional Neural Network Image Classification Based on Different Color Spaces
TSINGHUA SCIENCE AND TECHNOLOGY
IF
3.5
2025-02-01
0
PRE
AI
Xian, Zixiang; Huang, Rubing; Towey, Dave; Yue, Chuan
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Microlearning in Immersive Virtual Reality: A User-Centered Analysis of Learning Interfaces
IEEE Transactions on Learning Technologies
IF
4.9
2025-01-01
0
PRE
AI
Amarpreet Gill; Derek Irwin; Linjing Sun; Dave Towey; Gege Zhang; Yanhui Zhang
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SFIDMT-ART: A metamorphic group generation method based on Adaptive Random Testing applied to source and follow-up input domains
INFORMATION AND SOFTWARE TECHNOLOGY
IF
4.3
2024-11-01
2
OA
AI
Ying, Zhihao; Towey, Dave; Bellotti, Anthony Graham; Chen, Tsong Yueh; Zhou, Zhi Quan
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Improving the validation of multiple-object detection using a complex-network-community-based relevance metric
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2024-09-01
0
OA
AI
Qiu, Kun; Poonb, Pak-Lok; Zhao, Shijun; Towey, Dave; Yu, Lanlin
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Enhancing learning in design for manufacturing and assembly: the effects of augmented reality and game-based learning on student's intrinsic motivation
INTERACTIVE TECHNOLOGY AND SMART EDUCATION
IF
5.6
2024-08-05
1
PRE
AI
Gill, Amarpreet Singh; Irwin, Derek; Long, Pinzhuang; Sun, Linjing; Towey, Dave; Yu, Wanling; Zhang, Yanhui; Zheng, Yaxin
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Hybrid semantics-based vulnerability detection incorporating a Temporal Convolutional Network and Self-attention Mechanism
INFORMATION AND SOFTWARE TECHNOLOGY
IF
4.3
2024-07-01
5
PRE
AI
Chen, Jinfu; Wang, Weijia; Liu, Bo; Cai, Saihua; Towey, Dave; Wang, Shengran
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Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF
6.5
2024-06-01
0
PRE
AI
Zhang, Yinglin; Xi, Ruiling; Wang, Wei; Li, Heng; Hu, Lingxi; Lin, Huiyan; Towey, Dave; Bai, Ruibin; Fu, Huazhu; Higashita, Risa; Liu, Jiang
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TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF
5.6
2024-06-01
1
OA
AI
Xian, Zixiang; Huang, Rubing; Towey, Dave; Fang, Chunrong; Chen, Zhenyu
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Toward Cost-Effective Adaptive Random Testing: An Approximate Nearest Neighbor Approach
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF
5.6
2024-05-01
0
OA
AI
Huang, Rubing; Cui, Chenhui; Lian, Junlong; Towey, Dave; Sun, Weifeng; Chen, Haibo
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Research Directions
No research directions
Co-authors
Cooperation Journals
H
Huazhu Fu
H-index: 80 · Papers: 558
X
Xin Xia
H-index: 76 · Papers: 577
J
Jiang Liu
H-index: 71 · Papers: 1.3K
S
Steve Benford
H-index: 65 · Papers: 539
T
Tsong Yueh Chen
H-index: 54 · Papers: 402
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