Evaluation of Probability Distribution Distance Metrics in Traffic Flow Outlier Detection-Reference-Cited by-同舟云学术

Evaluation of Probability Distribution Distance Metrics in Traffic Flow Outlier Detection

Published:2022-06 Issue: Volume: Page:
ISSN:
Container-title:2022 23rd IEEE International Conference on Mobile Data Management (MDM)
language:
Short-container-title:

Author:

Andersen Erik¹,Chiarandini Marco¹,Hassani Marwan²,Janicke Stefan¹,Tampakis Panagiotis¹,Zimek Arthur¹

Affiliation:

1. Mathematics and Computer Science, University of Southern Denmark,Odense,Denmark

2. Mathematics and Computer Science, Eindhoven University of Technology,Eindhoven,The Netherlands

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9861039/9861093/09861147.pdf?arnumber=9861147

Reference15 articles.

1. On a measure of divergence between two statistical populations defined by their probability distributions;bhattacharyya;Bulletin of the Calcutta Mathematical Society,1943

2. Adapted K-Nearest Neighbors for Detecting Anomalies on Spatio–Temporal Traffic Flow

3. Quantitative Analysis of Similarity Measures of Distributions;bazan;British Machine Vision Conference 20019 BMVC 2019,2019

4. Empirical evaluation of dissimilarity measures for color and texture;puzicha;Computer Vision and Image Understanding,1999

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. K-Medoids clustering applications for high-dimensionality multiphase probabilistic power flow;International Journal of Electrical Power & Energy Systems;2024-06

2. Autoencoder-based Continual Outlier Correlation Detection for Real-Time Traffic Flow Prediction;Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing;2024-04-08

3. Using Human Mobility Patterns to Forecast Outliers in Citizen Complaints Data;2023 IEEE International Conference on Big Data (BigData);2023-12-15

4. PAACDA: Comprehensive Data Corruption Detection Algorithm;IEEE Access;2023

5. Can we Learn from Outliers? Unsupervised Optimization of Intelligent Vehicle Traffic Management Systems;Machine Learning and Knowledge Discovery in Databases;2023