Hemeng Tao

Metric Learning based Framework for Streaming Classification with Concept Evolution

Latifur Khan, Swarup Chandra, Zhuoyi Wang, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Co-Representation Learning For Classification and Novel Class Detection via Deep Networks pdf

Latifur Khan, Swarup Chandra, Zhuoyi Wang, 2018, ArXiv.

Robust High Dimensional Stream Classification with Novel Class Detection

Latifur Khan, Swarup Chandra, Zhuoyi Wang, 2019, 2019 IEEE 35th International Conference on Data Engineering (ICDE).

Ensemble Direct Density Ratio Estimation for Multistream Classification

Charu C. Aggarwal, Jie Liu, Latifur Khan, 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE).

Multistream Classification for Cyber Threat Data with Heterogeneous Feature Space

Latifur Khan, Bhavani Thuraisingham, Gbadebo Ayoade, 2019, WWW.

COMC: A Framework for Online Cross-domain Multistream Classification

Mahmoud Zamani, Latifur Khan, Zhuoyi Wang, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Few Sample Learning without Data Storage for Lifelong Stream Mining (Student Abstract)

Latifur Khan, Bo Dong, Zhuoyi Wang, 2020, AAAI.

A Framework for Multistream Regression With Direct Density Ratio Estimation

Jie Liu, Latifur Khan, Ahsanul Haque, 2018, AAAI.

CLEAR: Contrastive-Prototype Learning with Drift Estimation for Resource Constrained Stream Mining

Latifur Khan, Yuqiao Chen, Yu Lin, 2021, WWW.

An Episodic Learning based Geolocation Detection Framework for Imbalanced Data

Latifur Khan, Bhavani Thuraisingham, Hemeng Tao, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).