Papers Sequential Correlation Estimation
“Sequential Correlation Estimation” 태그가 달린 논문 3편 · 필터 해제
Sequential estimation of Spearman rank correlation using Hermite series estimators
2020-12-11
· Michael Stephanou, Melvin Varughese
In this article we describe a new Hermite series based sequential estimator for the Spearman rank correlation coefficient and provide algorithms applicable in both the stationary and non-stationary settings. To treat the…
ClusteringData Summarizationfeature selectionSequential Correlation EstimationCORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary Coding
2019-12-12 · Big Data 2019 12
· Abdelouahab Khelifati, Mourad Khayati, Philippe Cudré-Mauroux
Time series streams are ubiquitous in many application domains, e.g., transportation, network monitoring, autonomous vehicles, or the Internet of Things (IoT). Transmitting and storing large amounts of such fine-grained …
Autonomous VehiclesData CompressionDictionary LearningLossy-Compression Artifact Reduction+4An Online Algorithm for Nonparametric Correlations
2017-12-05
· Wei Xiao
Nonparametric correlations such as Spearman's rank correlation and Kendall's tau correlation are widely applied in scientific and engineering fields. This paper investigates the problem of computing nonparametric correla…
Data SummarizationSequential Correlation Estimation
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