Shikang Liu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Anomaly Detection

Granger Causality

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Neural Networks Learn. Syst.

ACM Trans. Knowl. Discov. Data

Publications

Shikang Liu, Xiren Zhou, Huanhuan Chen
From Data to D3 Model: Adaptive Subsurface Anomaly Detection in GPR Data. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Lyuzhou Chen, Xiangyu Wang, Taiyu Ban, Muhammad Usman, Shikang Liu, Derui Lyu, Huanhuan Chen
Research Ideas Discovery via Hierarchical Negative Correlation. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Xiren Zhou, Shikang Liu, Ao Chen, Qiuju Chen, Fang Xiong, Yumin Wang, Huanhuan Chen
Underground Anomaly Detection in GPR Data by Learning in the C3 Model Space. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xiren Zhou, Shikang Liu, Ao Chen, Yizhan Fan, Huanhuan Chen
Improving the Anomaly Detection in GPR Images by Fine-Tuning CNNs with Synthetic Data. CoRR (2022)
Tianhao Wu, Xingyu Wu, Xin Wang, Shikang Liu, Huanhuan Chen
Nonlinear Causal Discovery in Time Series. CIKM (2022)
Shikang Liu, Fatemeh Vahedian, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic
Heterogeneous Network Approach to Predict Individuals' Mental Health. ACM Trans. Knowl. Discov. Data 15 (2) (2021)
Shikang Liu, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic
The Power of Dynamic Social Networks to Predict Individuals' Mental Health. PSB (2020)
Shikang Liu, Fatemeh Vahedian, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic
Heterogeneous network approach to predict individuals' mental health. CoRR (2019)
Shikang Liu, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic
The power of dynamic social networks to predict individuals' mental health. CoRR (2019)
Shikang Liu, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic
Network analysis of the NetHealth data: exploring co-evolution of individuals' social network positions and physical activities. Appl. Netw. Sci. 3 (1) (2018)