Haifei Zhang

39 papers C 2Journal 26Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Counterfactual Explanations for Cautious Random Forests.
ACM Trans. Knowl. Discov. Data
Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2026 J jnl
Skin lesion segmentation network based on state space modeling and convolutional perception.
Eng. Appl. Artif. Intell.
Hao Chen, Weiping Ding, Zhe Wang, Haifei Zhang
2025 J jnl
A manipulator control method based on deep deterministic policy gradient with parameter noise.
Neural Comput. Appl.
Haifei Zhang, Jian Xu, Liting Lei, Fang Wu, Lanmei Qian, Jianlin Qiu
2025 — conf
A recommendation algorithm model based on the fusion of group behavior and temporal feature.
GAIIS
Jie Wang, Xinyu Tong, Xiaoya Ma, Mengying Kong, Haifei Zhang, Hailei Yuan
2025 J jnl
A road traffic sign recognition method based on improved YOLOv5.
Int. J. Sens. Networks
Lu Shi, Haifei Zhang
2025 J jnl
Automatic detection of rectal cancer lesion images based on the improved MR-U-Net deep learning network.
Int. J. Sens. Networks
Fang Wu, Yihua Gu, Haifei Zhang
2025 J jnl
Cautious classifier ensembles for set-valued decision-making.
Int. J. Approx. Reason.
Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2025 J jnl
Combining decomposition and graph capsule network for multi-objective vehicle routing optimization.
Intell. Data Anal.
Haifei Zhang, Hongwei Ge, Ting Li, Lujie Zhou, Shuzhi Su, Yubing Tong
2025 J jnl
Credal ensembling in multi-class classification.
Mach. Learn.
Vu-Linh Nguyen, Haifei Zhang, Sébastien Destercke
2025 J jnl
Deep forest model in medicine: A visual analysis based on literature data.
J. Comput. Methods Sci. Eng.
Xiangxiang Mei, Hao Shen, Haifei Zhang, Xiaodan Cai, Fang Wu
2025 J jnl
Efficient and effective counterfactual explanations for random forests.
Expert Syst. Appl.
Haifei Zhang, Jinfeng Zhong
2025 J jnl
Uncertainty-Aware Concept Bottleneck Models with Enhanced Interpretability.
CoRR
Haifei Zhang, Patrick Barry, Eduardo Brandao
2024 J jnl
A study on a target detection model for autonomous driving tasks.
IET Image Process.
Hao Chen, Byung-Won Min, Haifei Zhang
2024 J jnl
A text classification network model combining machine learning and deep learning.
Int. J. Sens. Networks
Hao Chen, Haifei Zhang, Yuwei Yang, Long He
2024 J jnl
An Intelligent Control Method for Servo Motor Based on Reinforcement Learning.
Algorithms
Depeng Gao, Shuai Wang, Yuwei Yang, Haifei Zhang, Hao Chen, Xiangxiang Mei, Shuxi Chen, Jianlin Qiu
2024 J jnl
Mapping enhancer and chromatin accessibility landscapes charts the regulatory network of Alzheimer's disease.
Comput. Biol. Medicine
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
2024 — conf
SHADED: Shapley Value-Based Deceptive Evidence Detection in Belief Functions.
BELIEF
Haifei Zhang
2024 J jnl
Speech Fatigue Recognition Under Small Samples Based on Generative Adversarial Networks and BLSTM.
Int. J. Pattern Recognit. Artif. Intell.
Shuxi Chen, Jianlin Qiu, Haifei Zhang, Yifan Yu, Hao Chen, Yiyang Sun
2024 J jnl
Three-stage multi-modal multi-objective differential evolution algorithm for vehicle routing problem with time windows.
Intell. Data Anal.
Haifei Zhang, Hong-Wei Ge, Ting Li, Shuzhi Su, Yubing Tong
2023 J jnl
An efficient semi-proximal ADMM algorithm for low-rank and sparse regularized matrix minimization problems with real-world applications.
J. Comput. Appl. Math.
Wentao Qu, Xianchao Xiu, Haifei Zhang, Jun Fan
2023 C conf
Cautious Decision-Making for Tree Ensembles.
ECSQARU
Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2023 J jnl
Cautious weighted random forests.
Expert Syst. Appl.
Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2023 — —
Explainable cautious classifiers. (Classifieurs prudents explicables).
Haifei Zhang
2023 C conf
Learning Sets of Probabilities Through Ensemble Methods.
ECSQARU
Vu-Linh Nguyen, Haifei Zhang, Sébastien Destercke
2022 J jnl
A Rectal CT Tumor Segmentation Method Based on Improved U-Net.
Int. J. Pattern Recognit. Artif. Intell.
Haowei Dong, Haifei Zhang, Fang Wu, Jianlin Qiu, Jian Zhang, Haoyu Wang
2022 J jnl
An effective feature extraction method via spectral-spatial filter discrimination analysis for hyperspectral image.
Multim. Tools Appl.
Li Li, Jianqiang Gao, Hongwei Ge, Yixin Zhang, Haifei Zhang
2022 J jnl
Combining affinity propagation with differential evolution for three-echelon logistics distribution optimization.
Appl. Soft Comput.
Haifei Zhang, Hongwei Ge, Jieming Yang, Shuzhi Su, Yubing Tong
2022 — conf
Explications contrefactuelles pour les forêts aléatoires prudentes.
LFA
Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2022 — conf
Forêts aléatoires prudentes : une nouvelle stratégie de décision et quelques expériences.
LFA
Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2022 J jnl
Two-Stage Vehicle Routing Optimization for Logistics Distribution Based on HSA-HGBS Algorithm.
IEEE Access
Qi Sun, Haifei Zhang, Jianwu Dang
2021 — conf
Cautious Random Forests: a New Decision Strategy and some Experiments.
ISIPTA
Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
2021 — conf
Research and Application of Instrument Reading Recognition Algorithm Based on Deep Learning.
AIAM (IEEE)
Liting Lei, Haifei Zhang, Xiujing Li
2019 — conf
Bank Card Number Recognition System based on Deep Learning.
AIAM (ACM)
Yefan Gao, Chao Xu, Zhan Shi, Haifei Zhang
2019 — conf
Design and Implementation of GIS+BIM-Based Digital Campus System.
AIAM (IEEE)
Haifei Zhang, Richeng Tang, Jianlin Qiu, Xiangyang Qiu
2019 — conf
Prediction of MVP Attribution in NBA Regular Match Based on BP Neural Network Model.
AIAM (ACM)
Jiazheng Hu, Haifei Zhang, Jianlin Qiu
2017 J jnl
An off-policy least square algorithms with eligibility trace based on importance reweighting.
Clust. Comput.
Haifei Zhang, Ying Hong, Jianlin Qiu
2014 J jnl
A Query Driven Method of Mapping from Global Ontology to Local Ontology in Ontology-based Data Integration.
J. Softw.
Haifei Zhang
2013 — conf
R2RML Processor for Materializing RDF View of Relational Data: Algorithms and Experiments.
IEEE WISA
Shufeng Zhou, Zhuoming Xu, Yuyan Ni, Haifei Zhang
2012 J jnl
Blank Nodes in RDF.
J. Softw.
Lei Chen, Haifei Zhang, Ying Chen, Wenping Guo