Xinye Chen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Memetic Algorithm

Symbolic Representation

Real Valued Time Series

Top Venues

Pattern Recognit.

Publications

Cheng Kang, Xinye Chen, Yong Hu, Daniel Novak
Quantized Embedding Vectors for Controllable Diffusion Language Models. CoRR (2024)
Erin Carson, Xinye Chen, Xiaobo Liu
Mixed precision HODLR matrices. CoRR (2024)
Xinye Chen, Stefan Güttel
Fast and exact fixed-radius neighbor search based on sorting. PeerJ Comput. Sci. 10 (2024)
Xinye Chen, Stefan Güttel
fABBA: A Python library for the fast symbolic approximation of time series. J. Open Source Softw. 9 (96) (2024)
Erin Carson, Xinye Chen, Xiaobo Liu
Computing k-means in mixed precision. CoRR (2024)
Xinye Chen, Stefan Güttel
Fast and explainable clustering based on sorting. Pattern Recognit. 150 (2024)
Xinye Chen
Joint symbolic aggregate approximation of time series. CoRR (2024)
Xinye Chen, Stefan Güttel
An Efficient Aggregation Method for the Symbolic Representation of Temporal Data. ACM Trans. Knowl. Discov. Data 17 (1) (2023)
Xinye Chen, Stefan Güttel
Fast and explainable clustering based on sorting. CoRR (2022)
Xinye Chen, Stefan Güttel
Exact fixed-radius nearest neighbor search with an application to clustering. CoRR (2022)
Mincai Lai, Haochen Yang, Jicheng Gu, Xinye Chen, Zhihao Jiang
Digital-twin-based Online Parameter Personalization for Implantable Cardiac Defibrillators. EMBC (2022)
Xinye Chen, Stefan Güttel
An efficient aggregation method for the symbolic representation of temporal data. CoRR (2022)
Roberto Cahuantzi, Xinye Chen, Stefan Güttel
A comparison of LSTM and GRU networks for learning symbolic sequences. CoRR (2021)
Xinye Chen, Stefan Güttel
A fast sorting-based aggregation method for symbolic time series representation. ICDM (Workshops) (2021)
Hengkang Shao, Ping Zhang, Xinye Chen, Fang Li, Guanglong Du
A Hybrid and Parameter-Free Clustering Algorithm for Large Data Sets. IEEE Access 7 (2019)
Xinye Chen, Ping Zhang, Guanglong Du, Fang Li
A distributed method for dynamic multi-robot task allocation problems with critical time constraints. Robotics Auton. Syst. 118 (2019)
Xinye Chen, Ping Zhang, Guanglong Du, Fang Li
Ant Colony Optimization Based Memetic Algorithm to Solve Bi-Objective Multiple Traveling Salesmen Problem for Multi-Robot Systems. IEEE Access 6 (2018)
Yan Xiu, Xinye Chen
Study on Prediction of the Shanghai Composite Index Based on EMD and NARX Neural Network. ITITS (2017)