Xuan-May Thi Le

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Dynamic Time Warping

Multivariate Normal

Nearest Neighbor

Data Generation

Top Venues

Eng. Appl. Artif. Intell.

Publications

Xuan-May Thi Le, Ling Luo, Uwe Aickelin, Minh-Tuan Tran
ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification. CoRR (2024)
Xuan-May Thi Le, Ling Luo, Uwe Aickelin, Minh-Tuan Tran
ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification. KDD (2024)
Minh-Tuan Tran, Trung Le, Xuan-May Thi Le, Mehrtash Harandi, Dinh Phung
Text-Enhanced Data-free Approach for Federated Class-Incremental Learning. CoRR (2024)
Minh-Tuan Tran, Trung Le, Xuan-May Thi Le, Mehrtash Harandi, Quan Hung Tran, Dinh Q. Phung
Unleash Data Generation for Efficient and Effective Data-free Knowledge Distillation. CoRR (2023)
Xuan-May Thi Le, Minh-Tuan Tran, Van-Nam Huynh
Learning Perceptual Position-Aware Shapelets for Time Series Classification. ECML/PKDD (6) (2022)
Xuan-May Thi Le, Tuan Minh Tran, Hien T. Nguyen
An improvement of SAX representation for time series by using complexity invariance. Intell. Data Anal. 24 (3) (2020)
Tuan Minh Tran, Xuan-May Thi Le, Hien T. Nguyen, Van-Nam Huynh
A novel non-parametric method for time series classification based on k-Nearest Neighbors and Dynamic Time Warping Barycenter Averaging. Eng. Appl. Artif. Intell. 78 (2019)
Tuan Minh Tran, Xuan-May Thi Le, Vo Thanh Vinh, Hien T. Nguyen, Tuan M. Nguyen
A Weighted Local Mean-Based k-Nearest Neighbors Classifier for Time Series. ICMLC (2017)
Thuc-Doan Do, Tuan Minh Tran, Xuan-May Thi Le, Thuy-Van T. Duong
Detecting Special Lecturers Using Information theory-based Outlier Detection Method. ICCDA (2017)