Cost sensitive active learning using bidirectional gated recurrent neural networks for imbalanced fault diagnosis

P Peng, W Zhang, Y Zhang, Y Xu, H Wang, H Zhang - Neurocomputing, 2020 - Elsevier
Most existing fault diagnosis methods may fail in the following three scenarios: (1) serial
correlations exist in the process data; (2) fault data are much less than normal data; and (3) it is …

A framework for evaluating the effects of human factors on wildlife habitat: the case of giant pandas

…, WW Taylor, R Groop, Y Tan, H Zhang - Conservation …, 1999 - Wiley Online Library
To address the complex interactions between humans and wildlife habitat, we developed a
conceptual framework that links human factors with forested landscapes and wildlife habitat. …

Class-incremental learning via deep model consolidation

J Zhang, J Zhang, S Ghosh, D Li… - Proceedings of the …, 2020 - openaccess.thecvf.com
Deep neural networks (DNNs) often suffer from" catastrophic forgetting" during incremental
learning (IL)---an abrupt degradation of performance on the original set of classes when the …

Fashion captioning: Towards generating accurate descriptions with semantic rewards

X Yang, H Zhang, D Jin, Y Liu, CH Wu, J Tan… - Computer Vision–ECCV …, 2020 - Springer
Generating accurate descriptions for online fashion items is important not only for enhancing
customers’ shopping experiences, but also for the increase of online sales. Besides the …

[HTML][HTML] Poliovirus receptor (PVR)-like protein cosignaling network: new opportunities for cancer immunotherapy

…, Z Liang, Y Zhang, X Zhao, Y Yu, H Zhang… - Journal of Experimental …, 2021 - Springer
Immune checkpoint molecules, also known as cosignaling molecules, are pivotal cell-surface
molecules that control immune cell responses by either promoting (costimulatory molecules…

Ferrocene-catalyzed heterogeneous Fenton-like degradation mechanisms and pathways of antibiotics under simulated sunlight: a case study of sulfamethoxazole

Y Li, B Zhang, X Liu, Q Zhao, H Zhang, Y Zhang… - Journal of hazardous …, 2018 - Elsevier
Readily-available and efficient catalyst is essential for activating oxidants to produce reactive
species for deeply remediating water bodies contaminated by antibiotics. In this study, …

A collaborative system for capturing and reusing in-context design knowledge with an integrated representation model

G Peng, H Wang, H Zhang, Y Zhao… - Advanced Engineering …, 2017 - Elsevier
Current research on design knowledge capture and reuse has predominantly focused on
either the codification view of knowledge or the personalisation view of knowledge, resulting in …

[HTML][HTML] Astragaloside IV Exerts Cognitive Benefits and Promotes Hippocampal Neurogenesis in Stroke Mice by Downregulating Interleukin-17 Expression via Wnt …

L Sun, H Zhang, W Wang, Z Chen, S Wang… - Frontiers in …, 2020 - frontiersin.org
Background Stroke remains a leading cause of adult disability and the demand for stroke
rehabilitation services is growing, and Astragaloside IV (As IV), a primary bioactive compound …

Constitutive model for ultra-high performance concrete (UHPC) considering the size effect under cyclic compressive loading

…, P Wang, R Li, Y Liu, C Shen, H Zhang, D Zhang - … and Building Materials, 2023 - Elsevier
In this study, the size effect of the thickness of the specimen on the mechanical properties of
UHPC was investigated through compression tests under cyclic loading. UHPC prisms with …

Open-set fault diagnosis via supervised contrastive learning with negative out-of-distribution data augmentation

…, J Lu, T Xie, S Tao, H Wang, H Zhang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Fault diagnosis in an open world refers to the diagnosis tasks that need to cope with previously
unknown faults in the online stage. It faces a great challenge yet to be addressed—that is…