Semisupervised training of deep generative models for high-dimensional anomaly detection

Q Xie, P Zhang, B Yu, J Choi - IEEE Transactions on Neural …, 2021 - ieeexplore.ieee.org
Abnormal behaviors in industrial systems may be early warnings on critical events that may
cause severe damages to facilities and security. Thus, it is important to detect abnormal …

Parallel range query processing on r-tree with graphics processing unit

B Yu, H Kim, W Choi, D Kwon - 2011 IEEE Ninth International …, 2011 - ieeexplore.ieee.org
Recently, various research efforts have been conducted to develop strategies for accelerating
multi-dimensional query processing using the Graphics Processing Units (GPUs). Well-…

Multi-criteria decision making with skyline computation

W Choi, L Liu, B Yu - … on Information Reuse & Integration (IRI), 2012 - ieeexplore.ieee.org
Multi-criteria decision making is one of the most critical and yet most challenging components
in modern enterprise business intelligence. It is well known that complex business …

[PDF][PDF] Clustering Algorithm Considering Sensor Node Distribution in Wireless Sensor Networks.

B Yu, W Choi, T Lee, H Kim - Journal of …, 2018 - s3.ap-northeast-2.amazonaws.com
In clustering-based approaches, cluster heads closer to the sink are usually burdened with
much more relay traffic and thus, tend to die early. To address this problem, distance-aware …

Accelerating range query processing on R-tree using graphics processing units

B Yu, H Kim, W Choi, D Kwon - IEICE TRANSACTIONS on …, 2013 - search.ieice.org
Recently, various research efforts have been conducted to develop strategies for accelerating
multi-dimensional query processing using the graphics processing units (GPUs). However…

Crowdsourced Fingerprint Database Update for Indoor Localization

B Yu, T Lee - Proceedings of the 29th International Technical …, 2016 - ion.org
The primary goal of this work is to minimize the maximum error rate with time leveraging
range query and crowdsourced update strategy for fingerprints database which still remains …

Distance based pre-cluster head selection scheme for a chain-based protocol

H Kim, B Yu, W Choi, M Park… - 2009 Ninth IEEE …, 2009 - ieeexplore.ieee.org
PEGASIS, a chain-based protocol, forms chains from sensor nodes so that each node transmits
and receives from a neighbor. In this way, only one node (known as a HEAD) is selected …

Exploring correlation for fast skyline computation

B Yu, W Choi, L Liu - Proceedings of the Sixth International Conference …, 2016 - dl.acm.org
Skyline queries continue to attract attentions since the skyline operator was first proposed in
2001. In this paper, we propose a fast skyline computation approach, called HashSkyline, …

Energy-efficient clustering scheme in wireless sensor networks that considers sensor node structure

H Kim, B Yu, W Choi, H Park - IEICE transactions on …, 2012 - search.ieice.org
We propose a novel scheme that aims to determine the optimal number of clusters based on
the field conditions and the positions of mobile sink nodes. In addition, we merge algorithms …

WiFi based Robust Positioning System in Large Scale and Weak Signal Environment

B Shin, B Yu, J Bang, C Kee, T Lee - … Meeting of the Satellite Division of The …, 2017 - ion.org
WiFi positioning system (WPS) is the best approach for the indoor navigation system in view
of cost, availability and performance. Many researcher have been studied the WiFi based …