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Physical Sciences → Computer Science → Artificial Intelligence

Anomaly Detection Techniques and Applications

This cluster of papers focuses on the detection of anomalies in high-dimensional data, particularly in the context of video analysis, surveillance, and time series data. It covers a wide range of techniques including unsupervised learning, outlier detection, deep learning, and novelty detection for identifying abnormal patterns and events.

77.1K works worldwide865.7K citations
Anomaly DetectionUnsupervisedOutlier DetectionDeep LearningHigh-Dimensional DataVideo AnalysisNeural NetworksNovelty DetectionSurveillanceTime Series

Journals publishing in this area

1IEEE Access cover
IEEE Access
ISSN 2169-35362,684 articles in this topic
358h-index
2
Sensors
ISSN 1424-82201,582 articles in this topic
325h-index
3Neurocomputing cover
Neurocomputing
ISSN 0925-23121,083 articles in this topic
253h-index
4
Applied Sciences
ISSN 2076-34171,067 articles in this topic
215h-index
5Expert Systems with Applications cover
Expert Systems with Applications
ISSN 0957-41741,034 articles in this topic
341h-index
6Pattern Recognition cover
Pattern Recognition
ISSN 0031-3203745 articles in this topic
300h-index
7Information Sciences cover
Information Sciences
ISSN 0020-0255546 articles in this topic
275h-index
8IEEE Internet of Things Journal cover
IEEE Internet of Things Journal
ISSN 2327-4662518 articles in this topic
246h-index
9IEEE Transactions on Pattern Analysis and Machine Intelligence cover
IEEE Transactions on Pattern Analysis and Machine Intelligence
ISSN 0162-8828457 articles in this topic
547h-index
10Applied Soft Computing cover
Applied Soft Computing
ISSN 1568-4946412 articles in this topic
233h-index
11IEEE Transactions on Intelligent Transportation Systems cover
IEEE Transactions on Intelligent Transportation Systems
ISSN 1524-9050380 articles in this topic
257h-index
12IEEE Transactions on Industrial Informatics cover
IEEE Transactions on Industrial Informatics
ISSN 1551-3203352 articles in this topic
252h-index
13Neural Networks cover
Neural Networks
ISSN 0893-6080283 articles in this topic
246h-index
14
Machine Learning
ISSN 0885-6125196 articles in this topic
260h-index
15
International Journal of Computer Vision
ISSN 0920-5691169 articles in this topic
287h-index
16ACM Computing Surveys cover
ACM Computing Surveys
ISSN 0360-0300121 articles in this topic
322h-index
17International Journal of Engineering in Computer Science cover
International Journal of Engineering in Computer Science
ISSN 2663-35828 articles in this topic
6h-index
18International Journal of Computing and Artificial Intelligence cover
International Journal of Computing and Artificial Intelligence
ISSN 2707-65716 articles in this topic
6h-index
19International Journal of Communication and Information Technology cover
International Journal of Communication and Information Technology
ISSN 2707-661X5 articles in this topic
4h-index