Instance selection for time series classification based on immune binary particle swarm optimization. - Tingting Zhai; Zhenfeng He (Knowl. Based Syst., 2013)

Classification of high-dimensional evolving data streams via a resource-efficient online ensemble. - Tingting Zhai; Yang Gao 001; Hao Wang 013; Longbing Cao (Data Min. Knowl. Discov., 2017)

Online Feature Selection by Adaptive Sub-gradient Methods. - Tingting Zhai; Hao Wang 013; Frédéric Koriche; Yang Gao 001 (ECML/PKDD (2), 2018)

Tracking Sparse Linear Classifiers. - Tingting Zhai; Frédéric Koriche; Hao Wang 013; Yang Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2019)

MEScan: a powerful statistical framework for genome-scale mutual exclusivity analysis of cancer mutations. - Sisheng Liu; Jinpeng Liu; Yanqi Xie; Tingting Zhai; Eugene W. Hinderer; Arnold J. Stromberg; Nathan L. Vanderford; Jill M. Kolesar; Hunter N. B. Moseley; Li Chen; Chunming Liu; Chi Wang 003 (Bioinform., 2021)

Adaptive label thresholding methods for online multi-label classification. - Tingting Zhai; Hongcheng Tang; Hao Wang (CoRR, 2021)

Online active classification via margin-based and feature-based label queries. - Tingting Zhai; Frédéric Koriche; Yang Gao 001; Junwu Zhu; Bin Li 006 (Mach. Learn., 2022)

Joint optimization of scoring and thresholding models for online multi-label classification. - Tingting Zhai; Hao Wang 013; Hongcheng Tang (Pattern Recognit., 2023)

Online Passive-Aggressive Multilabel Classification Algorithms. - Tingting Zhai; Hao Wang 013 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Improving multi-population genomic prediction accuracy using multi-trait GBLUP models which incorporate global or local genetic correlation information. - Jun Teng; Tingting Zhai; Xinyi Zhang; Changheng Zhao; Wenwen Wang; Hui Tang; Dan Wang; Yingli Shang; Chao Ning 004; Qin Zhang (Briefings Bioinform., 2024)

Cost-sensitive budget adaptive label thresholding algorithms for large-scale online multi-label classification. - Rui Ding; Tingting Zhai (Int. J. Comput. Sci. Eng., 2024)

Incorporating label-wise thresholding and class-imbalanced strategy into binary relevance for online multi-label classification. - Kunyong Hu; Tingting Zhai (Int. J. Intell. Inf. Database Syst., 2024)

Optimizing margin distribution for online multi-label classification. - Tingting Zhai; Kunyong Hu (Evol. Syst., 2024)

Online kernel selection for online multi-label classification. - Tingting Zhai; Wei Liu (Neural Networks, 2025)