Siyu Zhou

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 40

Top Topics

Traditional Chinese Medicine

Experimental Verification

Top Venues

Nucleic Acids Res.

J. Mach. Learn. Res.

Pers. Ubiquitous Comput.

Publications

Siyu Zhou, Huidong Zhang, Jiao Li, Wei Li, Min Su, Yao Ren, Fanglan Ge, Hong Zhang, Hongli Shang
Potential anti-liver cancer targets and mechanisms of kaempferitrin based on network pharmacology, molecular docking and experimental verification. Comput. Biol. Medicine 178 (2024)
Fanxing Liu, Lu Zhang, Hao Li, Siyu Zhou, Yingjie Zhou
A weakly supervised time series anomaly detection method with dual-association discrepancy. Signal Image Video Process. 18 (5) (2024)
Hongzhi Jiang, Yang Han, Wenhao Li, Amr S. Zalhaf, Siyu Zhou, Yingjun Feng, Ping Yang
A line loss reduction optimization for renewable energy-based distribution networks using a probabilistic approach. Int. J. Circuit Theory Appl. 52 (4) (2024)
Haolin Ruan, Siyu Zhou, Zhi Chen, Chin Pang Ho
Robust Satisficing MDPs. ICML (2023)
Tamara T. Mueller, Siyu Zhou, Sophie Starck, Friederike Jungmann, Alexander Ziller, Orhun Aksoy, Danylo Movchan, Rickmer Braren, Georgios Kaissis, Daniel Rueckert
Body Fat Estimation from Surface Meshes using Graph Neural Networks. CoRR (2023)
Yihu Song, Shuaishi Liu, Zhongbo Sun, Siyu Zhou
Single-scale robust feature representation for occluded person re-identification. Neural Comput. Appl. 35 (30) (2023)
Mikhail Genkin, Frank Dehne, Anousheh Shahmirza, Pablo Navarro, Siyu Zhou
Autonomic Architecture for Big Data Performance Optimization. CoRR (2023)
Siyu Zhou, Lucas Mentch
Trees, forests, chickens, and eggs: when and why to prune trees in a random forest. Stat. Anal. Data Min. 16 (1) (2023)
Yang-Yang Qian, Siyu Zhou, Zongli Lin, Yan Wan, Yacov A. Shamash
Resilient Decentralized Control of Power Buffers in DC Microgrids. IEEE Control. Syst. Lett. 7 (2023)
Tamara T. Mueller, Siyu Zhou, Sophie Starck, Friederike Jungmann, Alexander Ziller, Orhun Aksoy, Danylo Movchan, Rickmer Braren, Georgios Kaissis, Daniel Rueckert
Body Fat Estimation from Surface Meshes Using Graph Neural Networks. ShapeMI@MICCAI (2023)
Siyu Zhou, Yang-Yang Qian, Yan Wan, Zongli Lin, Yacov A. Shamash, Ali Davoudi
Model-Based Dynamic Event-Triggered Distributed Control of Linear Physically Interconnected Systems and Application to Power Buffers. IEEE Internet Things J. 10 (24) (2023)
Siyu Zhou, Hui Zheng, Xiao Liu, Quan Gao, Jing Xie
Identifying the Effects of Vegetation on Urban Surface Temperatures Based on Urban-Rural Local Climate Zones in a Subtropical Metropolis. Remote. Sens. 15 (19) (2023)
Kuan-yin Chen, Sen Liu, Yang Xu, Ishant Kumar Siddhrau, Siyu Zhou, Zehua Guo, H. Jonathan Chao
SDNShield: NFV-Based Defense Framework Against DDoS Attacks on SDN Control Plane. IEEE/ACM Trans. Netw. 30 (1) (2022)
Siyu Zhou, C. Murray Woodside
A Robust Approximation for Multiclass Multiserver Queues with Applications to Microservices Systems. EPEW (2022)
Yunchuan Sun, Xiaoping Zeng, Luyu Wang, Siyu Zhou, Xiaowu Liu, Sanjaya Kuruppu
Are off-balance-sheet indicators useful to evaluate accounting information quality? Pers. Ubiquitous Comput. 26 (4) (2022)
Lucas Mentch, Siyu Zhou
Getting Better from Worse: Augmented Bagging and A Cautionary Tale of Variable Importance. J. Mach. Learn. Res. 23 (2022)
Bo Liu, Dandan Zheng, Siyu Zhou, Lihong Chen, Jian Yang
VFDB 2022: a general classification scheme for bacterial virulence factors. Nucleic Acids Res. 50 (D1) (2022)
Siyu Zhou, Murray Woodside
A Multiserver Approximation for Cloud Scaling Analysis. ICPE (Companion) (2022)
Siyu Zhou, Bo Liu, Yelin Han, Yuyang Wang, Lihong Chen, Zhiqiang Wu, Jian Yang
ZOVER: the database of zoonotic and vector-borne viruses. Nucleic Acids Res. 50 (D1) (2022)
Siyu Zhou, Lucas Mentch
Trees, Forests, Chickens, and Eggs: When and Why to Prune Trees in a Random Forest. CoRR (2021)
Guihong Zhang, Atsushi Ogihara, Siyu Zhou, Xiaotong Yang, Yujia Wang, Xiaowen Ma, Shuwu Li, Kai Li
A Home Efficacy Multi-Modal Intelligent Evaluation System for Wearable Treatment Equipment of Insomnia Through Integration Between Traditional Chinese Medicine and Modern Medicine. Traitement du Signal 38 (5) (2021)
Giles Hooker, Lucas Mentch, Siyu Zhou
Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importance. Stat. Comput. 31 (6) (2021)
Yunchuan Sun, Xiaoping Zeng, Siyu Zhou, Han Zhao, Peter Thomas, Haifeng Hu
What investors say is what the market says: measuring China's real investor sentiment. Pers. Ubiquitous Comput. 25 (3) (2021)
Siyu Zhou, Vunam Le, Qinggai Mi, Guanhao Wu
Grating-Corner-Cube-Based Roll Angle Sensor. Sensors 20 (19) (2020)
Siyu Zhou, Lin Zhou, Mingxuan Mao, Xinze Xi
Transfer Learning for Photovoltaic Power Forecasting with Long Short-Term Memory Neural Network. BigComp (2020)
Dehe Wang, Weiliang Fan, Xiaolong Guo, Kai Wu, Siyu Zhou, Zonggui Chen, Danyang Li, Kun Wang, Yuxian Zhu, Yu Zhou
MaGenDB: a functional genomics hub for Malvaceae plants. Nucleic Acids Res. 48 (Database-Issue) (2020)
Lucas Mentch, Siyu Zhou
Getting Better from Worse: Augmented Bagging and a Cautionary Tale of Variable Importance. CoRR (2020)
Lucas Mentch, Siyu Zhou
Randomization as Regularization: A Degrees of Freedom Explanation for Random Forest Success. J. Mach. Learn. Res. 21 (2020)
Siyu Zhou, Lin Zhou, Mingxuan Mao, Heng-Ming Tai, Yihao Wan
An Optimized Heterogeneous Structure LSTM Network for Electricity Price Forecasting. IEEE Access 7 (2019)
Siyu Zhou, Atsushi Ogihara, Shoji Nishimura, Zhiwei Leng, Qun Jin
Analysis of pulse diagnosis data for the elderly by using two analytical methods. Int. J. Soc. Humanist. Comput. 3 (2) (2019)
Lucas Mentch, Siyu Zhou
Randomization as Regularization: A Degrees of Freedom Explanation for Random Forest Success. CoRR (2019)
Siyu Zhou, Xin Liu, Yingfu Xu, Jifeng Guo
A Deep Q-network (DQN) Based Path Planning Method for Mobile Robots. ICIA (2018)
Siyu Zhou, Atsushi Ogihara, Shoji Nishimura, Qun Jin
Analyzing the changes of health condition and social capital of elderly people using wearable devices. Health Inf. Sci. Syst. 6 (1) (2018)
Mikhail Genkin, Frank Dehne, Pablo Navarro, Siyu Zhou
Machine-Learning Based Spark and Hadoop Workload Classification Using Container Performance Patterns. Bench (2018)
Siyu Zhou, Xiang Liu, Frank J. Effenberger, H. Jonathan Chao
Low-Latency High-Efficiency Mobile Fronthaul With TDM-PON (Mobile-PON). JOCN 10 (1) (2018)
Siyu Zhou, Prasad Prakash Netalkar, Yanan Chang, Yang Xu, H. Jonathan Chao
The MEC-Based Architecture Design for Low-Latency and Fast Hand-Off Vehicular Networking. VTC Fall (2018)
Siyu Zhou, Atsushi Ogihara, Shoji Nishimura, Qun Jin
Analysis of Health and Physiological Index Based on Sleep and Walking Steps by Wearable Devices for the Elderly. SOCA (2017)
Siyu Zhou, Weiqiang Zhao, Jiashi Feng, Hanjiang Lai, Yan Pan, Jian Yin, Shuicheng Yan
Personalized and Occupational-aware Age Progression by Generative Adversarial Networks. CoRR (2017)
Xi Zhang, Siyu Zhou, Jiashi Feng, Hanjiang Lai, Bo Li, Yan Pan, Jian Yin, Shuicheng Yan
HashGAN: Attention-aware Deep Adversarial Hashing for Cross Modal Retrieval. CoRR (2017)
Siyu Zhou, Xiang Liu, Frank J. Effenberger, H. Jonathan Chao
Mobile-PON: A high-efficiency low-latency mobile fronthaul based on functional split and TDM-PON with a unified scheduler. OFC (2017)