6 citations · 7 across the 4 of their papers we have counts for
9 papers
DistTune: Distributed Fine-Grained Adaptive Traffic Speed Prediction for Growing Transportation Networks
Ming-Chang Lee, Jia-Chun Lin, Ernst Gunnar Gran
Over the past decade, many approaches have been introduced for traffic speed prediction. However, providing fine-grained, accurate, time-efficient, and adaptive traffic speed predi…
SALAD: Self-Adaptive Lightweight Anomaly Detection for Real-time Recurrent Time Series
Ming-Chang Lee, Jia-Chun Lin, Ernst Gunnar Gran
Real-world time series data often present recurrent or repetitive patterns and it is often generated in real time, such as transportation passenger volume, network traffic, system…
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…
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…
Modeling and Simulation of Spark Streaming
Jia-Chun Lin, Ming-Chang Lee, Ingrid Chieh Yu +1
As more and more devices connect to Internet of Things, unbounded streams of data will be generated, which have to be processed "on the fly" in order to trigger automated actions a…