Hongjiao Guan

Qilu University of Technology — China

Computer Science · Physical Sciences

5h-index152citations14works0.02yr avg
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Research Topics

Imbalanced Data Classification Techniques(9), Anomaly Detection Techniques and Applications(3), Machine Learning and Data Classification(3), Electricity Theft Detection Techniques(2), Medical Image Segmentation Techniques(1)

Publications14 total

From Feature Alignment to Multimodal Fusion: A Two-Stage Primary Modality-Guided Approach for MSA
2025
Dual objective bounded abstaining model to control performance for safety-critical applications
Engineering Applications of Artificial Intelligence·2023· 1 cited
Improved ReliefF-based feature selection algorithm for cancer histology
Biomedical Signal Processing and Control·2023· 13 cited
Ga-RFR: Recurrent Feature Reasoning with Gated Convolution for Chinese Inscriptions Image Inpainting
Lecture notes in computer science·2023· 1 cited
A new judgment theorem for predefined‐time stability and its application in the synchronization analysis of neural networks
International Journal of Robust and Nonlinear Control·2022· 13 cited
Dual Self-Paced SMOTE for Imbalanced Data
2022 26th International Conference on Pattern Recognition (ICPR)·2022
Pattern Matching of Positive and Negative DNA Sequences with General Gaps and One-Off Constraints
SSRN Electronic Journal·2022Open Access
A Generalized Optimization Embedded Framework of Undersampling Ensembles for Imbalanced Classification
2021· 3 cited
SMOTE-WENN: Solving class imbalance and small sample problems by oversampling and distance scaling
Applied Intelligence·2020· 102 cited
Bounded-abstaining classification for breast tumors in imbalanced ultrasound images
International Journal of Applied Mathematics and Computer Science·2020· 11 citedOpen Access
MOBA: A multi-objective bounded-abstention model for two-class cost-sensitive problems
arXiv (Cornell University)·2019Open Access
BA2Cs: Bounded abstaining with two constraints of reject rates in binary classification
Neurocomputing·2019· 5 cited
Abstaining Classification When Error Costs are Unequal and Unknown
arXiv (Cornell University)·2018· 2 citedOpen Access
A Novel Imbalanced Classification Method based on Decision Tree and Bagging
International Journal of Performability Engineering·2018· 1 citedOpen Access

Frequent Co-authors

Yingtao Zhang(5), Xianglong Tang(4), Heng-Da Cheng(3), Xiangjun Dong(3), Min Xian(2), Long Zhao(2), Chuan Chen(2), Xiaoqiang Ren(2), Long Zhao(2), Zonglong Yuan(2), Jiao Liu(1), Chengkun Si(1), Ling Mi(1), Dawei Zhao(1), Lixiang Li(1), Hui Zhao(1), He Cheng(1), Bin Ma(1), Jian Li(1), Chunpeng Wang(1)