74 citations · 192 across the 17 of their papers we have counts for
5 papers · 1 filter
Distributed Fine-Grained Traffic Speed Prediction for Large-Scale Transportation Networks based on Automatic LSTM Customization and Sharing
Ming-Chang Lee, Jia-Chun Lin, Ernst Gunnar Gran
Short-term traffic speed prediction has been an important research topic in the past decade, and many approaches have been introduced. However, providing fine-grained, accurate, an…
ReRe: A Lightweight Real-time Ready-to-Go Anomaly Detection Approach for Time Series
Ming-Chang Lee, Jia-Chun Lin, Ernst Gunnar Gran
Anomaly detection is an active research topic in many different fields such as intrusion detection, network monitoring, system health monitoring, IoT healthcare, etc. However, many…
DALC: Distributed Automatic LSTM Customization for Fine-Grained Traffic Speed Prediction
Ming-Chang Lee, Jia-Chun Lin
Over the past decade, several approaches have been introduced for short-term traffic prediction. However, providing fine-grained traffic prediction for large-scale transportation n…
PDS: Deduce Elder Privacy from Smart Homes
Ming-Chang Lee, Jia-Chun Lin, Olaf Owe
With the development of IoT technologies in the past few years, a wide range of smart devices are deployed in a variety of environments aiming to improve the quality of human life…
RePAD: Real-time Proactive Anomaly Detection for Time Series
Ming-Chang Lee, Jia-Chun Lin, Ernst Gunnar Gran
During the past decade, many anomaly detection approaches have been introduced in different fields such as network monitoring, fraud detection, and intrusion detection. However, th…