Semi-supervised Detection

Semi-Supervised Detection is a method of incident detection that belongs to the class of semi-supervised learning approaches, distinguished by its utilization of a small set of labeled instances alongside a large pool of unlabeled data to identify anomalies or security events while minimizing reliance on costly labeled training samples.

552

Publications

28.1K

Citations

2.1K

Authors

702

Institutions

Publications per year

2017–2026

437

Parents

Incident Detection

Publications

552

Semi-Supervised Self-Training of Object Detection Models

Charles Rosenberg, Martial Hebert, Henry Schneiderman · 2005 · 800 citations

Computing, Computer Science, Computer Vision +13

Semi-Supervised Methods to Predict Patient Survival from Gene Expression Data

Eric Bair, Robert Tibshirani · PLoS Biology · 2004 · 761 citations · Full text

Medicine, Cancer Biology, Oncology +17

Fuzziness based semi-supervised learning approach for intrusion detection system

Rana Aamir Raza Ashfaq, Xizhao Wang, Joshua Zhexue Huang et al. · Information Sciences · 2016 · 550 citations

Computing, Computer Engineering, Computer Science +14

Multi-task Learning for Detecting and Segmenting Manipulated Facial Images and Videos

Huy H. Nguyen, Fuming Fang, Junichi Yamagishi et al. · 2019 · 523 citations · Full text

Computing, Computer Science, Computer Vision +14

An Overview of Deep Learning Based Methods for Unsupervised and Semi-Supervised Anomaly Detection in Videos

MDPI (MDPI AG) · 2018 · 484 citations · Full text

Computing, Computer Science, Computer Vision +16

1–5 of 552

Authors

2.1K

KC
Kai Chen
Hong Kong University of Science and Technology, Hong Kong SAR China
4 publications · 200 citations
4
h-index
KS
Kamal Singh
Laboratoire Hubert Curien, France
4 publications · 220 citations
4
h-index
DH
Dongxiao He
Tianjin University, China
4 publications · 253 citations
4
h-index
DJ
Di Jin
Tianjin University, China
4 publications · 253 citations
4
h-index
WZ
Wei Zhang
Fudan University, China
3 publications · 157 citations
3
h-index

1–5 of 2.1K

Institutions

702

1–8 of 702

Venues

arXiv (Cornell University)
Repository · 31 publications · 1.2K citations
19
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IEEE Access
20 publications · 955 citations
17
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Sensors
14 publications · 452 citations
13
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IEEE Transactions on Geoscience and Remote Sensing
11 publications · 593 citations
11
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Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 10 publications · 464 citations
10
h-index

1–5