Mean Dimension Reduction And Testing For Nonparametric Tensor Response Regression

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Chung Eun Lee | Xin Zhang | Lexin Li

Sufficient Variable Screening for Ultrahigh-Dimensional Right Censored Data via Independence Measures

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Baoying Yang | Qingcong Yuan | Xiangrong Yin

Semiparametric Cure Regression Models with Informative Case K Interval-Censored Failure Time Data

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Yichen Lou | Jianguo Sun | Peijie Wang

Statistical Inference for High Dimensional Regression with Proxy Data

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Sai Li | T. Tony Cai | Hongzhe Li

Statistical Inference for High-Dimensional Linear Regression with Blockwise Missing Data

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Fei Xue | Rong Ma | Hongzhe Li

Distributed Logistic Regression for Massive Data with Rare Events

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Xuetong Li | Xuening Zhu | Hansheng Wang

scQA: A dual-perspective cell type identification model for single cell transcriptome data

JOURNAL ARTICLE published December 2024 in Computational and Structural Biotechnology Journal

Research funded by National Natural Science Foundation of China (11931008) | Ministry of Science and Technology of the People's Republic of China (2020YFA0712400)

Authors: Di Li | Qinglin Mei | Guojun Li

scSID: A lightweight algorithm for identifying rare cell types by capturing differential expression from single-cell sequencing data

JOURNAL ARTICLE published December 2024 in Computational and Structural Biotechnology Journal

Authors: Shudong Wang | Hengxiao Li | Kuijie Zhang | Hao Wu | Shanchen Pang | Wenhao Wu | Lan Ye | Jionglong Su | Yulin Zhang

Knowledge-guided learning methods for integrative analysis of multi-omics data

JOURNAL ARTICLE published December 2024 in Computational and Structural Biotechnology Journal

Research funded by National Institutes of Health (RF1 AG063481,R01 AG071174,RF1 AG081413,RF1 AG068191)

Authors: Wenrui Li | Jenna Ballard | Yize Zhao | Qi Long

A holistic approach to understanding immune-mediated inflammatory diseases: bioinformatic tools to integrate omics data

JOURNAL ARTICLE published December 2024 in Computational and Structural Biotechnology Journal

Authors: Gonzalo Borrego-Yaniz | Laura C. Terrón-Camero | Martin Kerick | Eduardo Andrés-León | Javier Martin

HiOmics: A cloud-based one-stop platform for the comprehensive analysis of large-scale omics data

JOURNAL ARTICLE published December 2024 in Computational and Structural Biotechnology Journal

Research funded by National Natural Science Foundation of China (82160537) | Guangxi Key Research and Development Program (2021AB12032)

Authors: Wen Li | Zhining Zhang | Bo Xie | Yunlin He | Kangming He | Hong Qiu | Zhiwei Lu | Chunlan Jiang | Xuanyu Pan | Yuxiao He | Wenyu Hu | Wenjian Liu | Tengcheng Que | Yanling Hu

Systematic investigation of machine learning on limited data: A study on predicting protein-protein binding strength

JOURNAL ARTICLE published December 2024 in Computational and Structural Biotechnology Journal

Research funded by National Natural Science Foundation of China (32070665)

Authors: Feifan Zheng | Xin Jiang | Yuhao Wen | Yan Yang | Minghui Li

Corticosteroid treatment prediction using chest X-ray and clinical data

JOURNAL ARTICLE published December 2024 in Computational and Structural Biotechnology Journal

Authors: Anzhelika Mezina | Samuel Genzor | Radim Burget | Vojtech Myska | Jan Mizera | Aleksandr Ometov

Handling hierarchy in cloud data centers: A Hyper-Heuristic approach for resource contention and energy-aware Virtual Machine management

JOURNAL ARTICLE published September 2024 in Expert Systems with Applications

Authors: Jiayin Zhang | Huiqun Yu | Guisheng Fan | Zengpeng Li | Jin Xu | Jun Li

Feature screening via concordance indices for left-truncated and right-censored survival data

JOURNAL ARTICLE published September 2024 in Journal of Statistical Planning and Inference

Authors: Li-Pang Chen

A comparison of chance-constrained data envelopment analysis, stochastic nonparametric envelopment of data and bootstrap method: A case study of cultural regeneration performance of cities

JOURNAL ARTICLE published August 2024 in European Journal of Operational Research

Authors: Sheng-Wei Lin | Wen-Min Lu

Nonparametric modal regression with mixed variables and application to analyze the GDP data

JOURNAL ARTICLE published August 2024 in Journal of Computational and Applied Mathematics

Research funded by Natural Science Foundation of Jiangsu Province (BK20210678) | Natural Science Research of Jiangsu Higher Education Institutions of China (21KJB110021) | National Natural Science Foundation of China (12071220,12201305)

Authors: Zhong-Cheng Han | Yan-Yong Zhao

Kansei engineering for the intelligent connected vehicle functions: An online and offline data mining approach

JOURNAL ARTICLE published August 2024 in Advanced Engineering Informatics

Authors: Xinjun Lai | Shenhe Lin | Jingkai Zou | Min Li | Jiaqi Huang | Zhirui Liu | Dawei Li | Hui Fu

Visualization and Analysis of Oil and Gas Pipeline Corrosion Research: A Bibliometric Data-Mining Approach

JOURNAL ARTICLE published August 2024 in Journal of Pipeline Systems Engineering and Practice

Authors: Lei Xu | Pengfei Yu | Shaomu Wen | Yongfan Tang | Yunfu Wang | Yuan Tian | Ting Mao | Changjun Li

Thickness regression for backfill grouting of shield tunnels based on GPR data and CatBoost & BO-TPE: A full-scale model test study

JOURNAL ARTICLE published August 2024 in Underground Space

Research funded by National Natural Science Foundation of China (52038008,52378408) | State Grid Shanghai Municipal Electric Power Company (52090W220001) | Science and Technology Innovation Plan Of Shanghai Science and Technology Commission (20DZ1202004,22DZ1203004)

Authors: Kang Li | Xiongyao Xie | Biao Zhou | Changfu Huang | Wei Lin | Yihan Zhou | Cheng Wang