Haifei Zhang

According to our database, Haifei Zhang authored at least 40 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Counterfactual Explanations for Cautious Random Forests.

Haifei Zhang, Benjamin Quost, Marie-Hélène Masson

ACM Trans. Knowl. Discov. Data, April, 2026

Low carbon vehicle Routing dynamic optimization method integrating multi-source spatiotemporal perception and collaborative evolution.

Haifei Zhang, Cheng Zhou, Zhangyang Xiong, Lujie Zhou, Fen Zhao, Bailing Zhou, Yintong Wang

Eng. Appl. Artif. Intell., 2026

Skin lesion segmentation network based on state space modeling and convolutional perception.

Hao Chen, Weiping Ding, Zhe Wang, Haifei Zhang

Eng. Appl. Artif. Intell., 2026

2025

A manipulator control method based on deep deterministic policy gradient with parameter noise.

Haifei Zhang, Jian Xu, Liting Lei, Fang Wu, Lanmei Qian, Jianlin Qiu

Neural Comput. Appl., February, 2025

Credal ensembling in multi-class classification.

Vu-Linh Nguyen, Haifei Zhang, Sébastien Destercke

Mach. Learn., January, 2025

Deep forest model in medicine: A visual analysis based on literature data.

Xiangxiang Mei, Hao Shen, Haifei Zhang, Xiaodan Cai, Fang Wu

J. Comput. Methods Sci. Eng., 2025

Automatic detection of rectal cancer lesion images based on the improved MR-U-Net deep learning network.

Fang Wu, Yihua Gu, Haifei Zhang

Int. J. Sens. Networks, 2025

A road traffic sign recognition method based on improved YOLOv5.

Lu Shi, Haifei Zhang

Int. J. Sens. Networks, 2025

Cautious classifier ensembles for set-valued decision-making.

Haifei Zhang, Benjamin Quost, Marie-Hélène Masson

Int. J. Approx. Reason., 2025

Combining decomposition and graph capsule network for multi-objective vehicle routing optimization.

Haifei Zhang, Hongwei Ge, Ting Li, Lujie Zhou, Shuzhi Su, Yubing Tong

Intell. Data Anal., 2025

Efficient and effective counterfactual explanations for random forests.

Haifei Zhang, Jinfeng Zhong

Expert Syst. Appl., 2025

Uncertainty-Aware Concept Bottleneck Models with Enhanced Interpretability.

Haifei Zhang, Patrick Barry, Eduardo Brandao

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

A recommendation algorithm model based on the fusion of group behavior and temporal feature.

Jie Wang, Xinyu Tong, Xiaoya Ma, Mengying Kong, Haifei Zhang, Hailei Yuan

Proceedings of the 2025 2nd International Conference on Generative Artificial Intelligence and Information Security, 2025

2024

Speech Fatigue Recognition Under Small Samples Based on Generative Adversarial Networks and BLSTM.

Shuxi Chen, Jianlin Qiu, Haifei Zhang, Yifan Yu, Hao Chen, Yiyang Sun

Int. J. Pattern Recognit. Artif. Intell., October, 2024

A study on a target detection model for autonomous driving tasks.

Hao Chen, Byung-Won Min, Haifei Zhang

IET Image Process., October, 2024

Mapping enhancer and chromatin accessibility landscapes charts the regulatory network of Alzheimer's disease.

Dahua Xu, Chunrui Zhang, Xiaoman Bi, Jiankai Xu, Shengnan Guo, Peihu Li, Yutong Shen, Jiale Cai, Nihui Zhang, Guanghui Tian, Haifei Zhang, Hong Wang, Qifu Li, Hongyan Jiang, Bo Wang, Xia Li, Yongsheng Li, Kongning Li

Comput. Biol. Medicine, January, 2024

A text classification network model combining machine learning and deep learning.

Hao Chen, Haifei Zhang, Yuwei Yang, Long He

Int. J. Sens. Networks, 2024

Three-stage multi-modal multi-objective differential evolution algorithm for vehicle routing problem with time windows.

Haifei Zhang, Hong-Wei Ge, Ting Li, Shuzhi Su, Yubing Tong

Intell. Data Anal., 2024

An Intelligent Control Method for Servo Motor Based on Reinforcement Learning.

Depeng Gao, Shuai Wang, Yuwei Yang, Haifei Zhang, Hao Chen, Xiangxiang Mei, Shuxi Chen, Jianlin Qiu

Algorithms, 2024

SHADED: Shapley Value-Based Deceptive Evidence Detection in Belief Functions.

Haifei Zhang

Proceedings of the Belief Functions: Theory and Applications, 2024

2023

An efficient semi-proximal ADMM algorithm for low-rank and sparse regularized matrix minimization problems with real-world applications.

Wentao Qu, Xianchao Xiu, Haifei Zhang, Jun Fan

J. Comput. Appl. Math., May, 2023

Explainable cautious classifiers. (Classifieurs prudents explicables).

Haifei Zhang

PhD thesis, 2023

Cautious weighted random forests.

Haifei Zhang, Benjamin Quost, Marie-Hélène Masson

Expert Syst. Appl., 2023

Cautious Decision-Making for Tree Ensembles.

Haifei Zhang, Benjamin Quost, Marie-Hélène Masson

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2023

Learning Sets of Probabilities Through Ensemble Methods.

Vu-Linh Nguyen, Haifei Zhang, Sébastien Destercke

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2023

2022

An effective feature extraction method via spectral-spatial filter discrimination analysis for hyperspectral image.

Li Li, Jianqiang Gao, Hongwei Ge, Yixin Zhang, Haifei Zhang

Multim. Tools Appl., 2022

A Rectal CT Tumor Segmentation Method Based on Improved U-Net.

Haowei Dong, Haifei Zhang, Fang Wu, Jianlin Qiu, Jian Zhang, Haoyu Wang

Int. J. Pattern Recognit. Artif. Intell., 2022

Combining affinity propagation with differential evolution for three-echelon logistics distribution optimization.

Haifei Zhang, Hongwei Ge, Jieming Yang, Shuzhi Su, Yubing Tong

Appl. Soft Comput., 2022

Two-Stage Vehicle Routing Optimization for Logistics Distribution Based on HSA-HGBS Algorithm.

Qi Sun, Haifei Zhang, Jianwu Dang

IEEE Access, 2022

Forêts aléatoires prudentes : une nouvelle stratégie de décision et quelques expériences.

Haifei Zhang, Benjamin Quost, Marie-Hélène Masson

Proceedings of the Rencontres francophones sur la Logique Floue et ses Applications, 2022

Explications contrefactuelles pour les forêts aléatoires prudentes.

Haifei Zhang, Benjamin Quost, Marie-Hélène Masson

Proceedings of the Rencontres francophones sur la Logique Floue et ses Applications, 2022

2021

Cautious Random Forests: a New Decision Strategy and some Experiments.

Haifei Zhang, Benjamin Quost, Marie-Hélène Masson

Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2021

Research and Application of Instrument Reading Recognition Algorithm Based on Deep Learning.

Liting Lei, Haifei Zhang, Xiujing Li

Proceedings of the 3rd International Conference on Artificial Intelligence and Advanced Manufacture, 2021

2019

Design and Implementation of GIS+BIM-Based Digital Campus System.

Haifei Zhang, Richeng Tang, Jianlin Qiu, Xiangyang Qiu

Proceedings of the International Conference on Artificial Intelligence and Advanced Manufacturing, 2019

Prediction of MVP Attribution in NBA Regular Match Based on BP Neural Network Model.

Jiazheng Hu, Haifei Zhang, Jianlin Qiu

Proceedings of the 2019 International Conference on Artificial Intelligence and Advanced Manufacturing, 2019

Bank Card Number Recognition System based on Deep Learning.

Yefan Gao, Chao Xu, Zhan Shi, Haifei Zhang

Proceedings of the 2019 International Conference on Artificial Intelligence and Advanced Manufacturing, 2019

2017

An off-policy least square algorithms with eligibility trace based on importance reweighting.

Haifei Zhang, Ying Hong, Jianlin Qiu

Clust. Comput., 2017

2014

A Query Driven Method of Mapping from Global Ontology to Local Ontology in Ontology-based Data Integration.

Haifei Zhang

J. Softw., 2014

2013

R2RML Processor for Materializing RDF View of Relational Data: Algorithms and Experiments.

Shufeng Zhou, Zhuoming Xu, Yuyan Ni, Haifei Zhang

Proceedings of the 2013 10th Web Information System and Application Conference, 2013

2012

Blank Nodes in RDF.

Lei Chen, Haifei Zhang, Ying Chen, Wenping Guo

J. Softw., 2012