3 citations · 4 across the 4 of their papers we have counts for
4 papers
Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data
Kyeong-Joong Jeong, Jin-Duk Park, Kyusoon Hwang +2
We introduce a data-driven anomaly detection framework using a manufacturing dataset collected from a factory assembly line. Given heterogeneous time series data consisting of oper…
DeepNC: Deep Generative Network Completion
Cong Tran, Won-Yong Shin, Andreas Spitz +1
Most network data are collected from partially observable networks with both missing nodes and missing edges, for example, due to limited resources and privacy settings specified b…
Interference-Aware Opportunistic Random Access in Dense IoT Networks
Huifa Lin, Kwang Soon Kim, Won-Yong Shin
It is a challenging task to design a random access protocol that achieves the optimal throughput in multi-cell random access with decentralized transmission due to the difficulty o…
How to Cache in Mobile Hybrid IoT Networks?
Trung-Anh Do, Sang-Woon Jeon, Won-Yong Shin
Content-centric mobile hybrid Internet-of-Things (IoT) networks consisting of mobile devices and static femto access points (FAPs) are studied, where each device moves according to…