Guozhong Li

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Unbalanced Data

Knowledge Discovery

Extended Abstract

Nearest Neighbor

Top Venues

Pers. Ubiquitous Comput.

Proc. VLDB Endow.

Publications

Meiwen Wang, Hui Cao, Guozhong Li
Study on the fault diagnosis method of ship main engine unbalanced data based on improved DQN. AI2A (2023)
Rundong Zuo, Guozhong Li, Byron Choi, Sourav S. Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong
SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification. AAAI (2023)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong
AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering. CoRR (2022)
Guozhong Li, Joung-Hae Seo, Eun-Mi Park
Factors enhancing independent tourists' experience through convergence of smartphone-based services and information searching. Pers. Ubiquitous Comput. 26 (2) (2022)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong
Efficient Shapelet Discovery for Time Series Classification. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong
IPS: Instance Profile for Shapelet Discovery for Time Series Classification. ICDE (2022)
Guozhong Li, Eun-Mi Park, Shun-Ji Jin
The impacts of personal traits on knowledge discovery behaviors via mobile SNS. Pers. Ubiquitous Comput. 26 (2) (2022)
Li Yan, Nerissa Xu, Guozhong Li, Sourav S. Bhowmick, Byron Choi, Jianliang Xu
SENSOR: Data-driven Construction of Sketch-based Visual Query Interfaces for Time Series Data. Proc. VLDB Endow. 15 (12) (2022)
Seong-Taek Park, Do-Yeon Kim, Guozhong Li
An analysis of environmental big data through the establishment of emotional classification system model based on machine learning: focus on multimedia contents for portal applications. Multim. Tools Appl. 80 (26) (2021)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong
ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification. AAAI (2021)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong
Efficient Shapelet Discovery for Time Series Classification (Extended Abstract). ICDE (2021)
Guozhong Li, Byron Choi, Sourav S. Bhowmick, Grace Lai-Hung Wong, Kwok-Pan Chun, Shiwen Li
Visualet: Visualizing Shapelets for Time Series Classification. CIKM (2020)
Guozhong Li, Nathan Ng, Peipei Yi, Zhiwei Zhang, Byron Choi
Answering the Why-Not Questions of Graph Query Autocompletion. DASFAA (1) (2018)