Papers on “noise robustness”
Research on “noise robustness” in the 480 tracked journals: papers per year and category, the journals, institutions and countries publishing it, the keywords studied with it and its most-cited papers. It is not among the most frequent keywords of the last 30 days, so this page has no list of its latest papers. Also as Markdown.
← Top research keywords · Keyword trends
Key findings#
- From 2017 to 2026 (so far), the keyword “noise robustness” appeared in 889 papers in the tracked journals, most of them in AI (845), operations research (23) and statistics (10).
- 165 of them were published in 2025, against 33 in 2017.
- Since 2023, the institutions with the most of these papers were Chinese Academy of Sciences (24), Northwestern Polytechnical University (23) and Sichuan University (20).
- The journals publishing most of them were Expert Systems with Applications (96), Knowledge-Based Systems (67) and Pattern Recognition (63).
- The most-cited of them is “Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates” (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017), with 533 citations.
Papers per year#
20172026 (so far)
| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---|---|---|---|---|---|---|---|---|---|
| AI | 32 | 42 | 51 | 45 | 88 | 94 | 100 | 120 | 156 | 117 |
| Operations Research | 0 | 0 | 0 | 1 | 6 | 3 | 2 | 1 | 5 | 5 |
| Statistics | 1 | 1 | 1 | 0 | 0 | 1 | 2 | 1 | 1 | 2 |
| Information Systems | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 1 |
| Economics | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 |
| Higher Education and Research | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| Finance | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| All categories | 33 | 43 | 54 | 46 | 94 | 100 | 105 | 123 | 165 | 126 |
Where the papers come from#
| # | Journal | Papers |
|---|---|---|
| 1 | Expert Systems with Applications | 96 |
| 2 | Knowledge-Based Systems | 67 |
| 3 | Pattern Recognition | 63 |
| 4 | Neural Networks | 61 |
| 5 | Information Fusion | 29 |
| 6 | Applied Intelligence | 27 |
| 7 | IEEE Transactions on Neural Networks and Learning Systems | 23 |
| 8 | Neural Computing and Applications | 19 |
| 9 | IEEE Transactions on Fuzzy Systems | 19 |
| 10 | IEEE Transactions on Pattern Analysis and Machine Intelligence | 17 |
| # | Institution | Papers |
|---|---|---|
| 1 | Chinese Academy of Sciences | 24 |
| 2 | Northwestern Polytechnical University | 23 |
| 3 | Sichuan University | 20 |
| 4 | Xi'an Jiaotong University | 20 |
| 5 | Southwest University | 16 |
| 6 | Shanghai Jiao Tong University | 12 |
| 7 | University of Electronic Science and Technology of China | 12 |
| 8 | Anhui University | 10 |
| 9 | Chongqing University of Posts and Telecommunications | 10 |
| 10 | Shanghai University | 10 |
| # | Country | Papers |
|---|---|---|
| 1 | China | 399 |
| 2 | United States | 32 |
| 3 | India | 25 |
| 4 | Hong Kong | 24 |
| 5 | Australia | 20 |
| 6 | United Kingdom | 20 |
| 7 | Italy | 12 |
| 8 | Japan | 12 |
| 9 | France | 10 |
| 10 | Singapore | 10 |
| # | Keyword | Papers |
|---|---|---|
| 1 | contrastive learning | 22 |
| 2 | feature selection | 22 |
| 3 | attention mechanism | 17 |
| 4 | convergence analysis | 16 |
| 5 | fault diagnosis | 15 |
| 6 | graph neural networks | 14 |
| 7 | image classification | 14 |
| 8 | multi-view clustering | 14 |
| 9 | self-supervised learning | 14 |
Most-cited papers#
| # | Citations | Per month | Title | Journal | Published | Authors |
|---|---|---|---|---|---|---|
| 1 | 533 | 4.9 | Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2017-11-08 | Jun Liu, Amir Shahroudy, Dong Xu et al. |
| 2 | 483 | 4.6 | Significantly Fast and Robust Fuzzy C-Means Clustering Algorithm Based on Morphological Reconstruction and Membership Filtering | IEEE Transactions on Fuzzy Systems | 2018-01-22 | Tao Lei, Xiaohong Jia, Yanning Zhang et al. |
| 3 | 432 | 6.2 | Graph Neural Networks with Convolutional ARMA Filters | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2021-01-01 | Filippo Maria Bianchi, Daniele Grattarola, Lorenzo Livi et al. |
| 4 | 386 | 5.7 | Speaker recognition based on deep learning: An overview | Neural Networks | 2021-03-18 | Zhongxin Bai, Xiao-Lei Zhang |
| 5 | 270 | 3.2 | Partition level multiview subspace clustering | Neural Networks | 2019-11-06 | Zhao Kang, Xinjia Zhao, Chong Peng et al. |
Cite this page
Scholar4AI. (2026). Papers on “noise robustness”. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/keywords/noise-robustness
@misc{scholar4ai-keywords-noise-robustness,
author = {{Scholar4AI}},
title = {Papers on “noise robustness”},
year = {2026},
howpublished = {\url{https://scholar4ai.com/keywords/noise-robustness}},
urldate = {2026-11-03},
note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}