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2020 – today
- 2024
[j27]Ranran Wang
, Yusong Qiu, Xinyu Hao, Shan Jin, Junxiu Gao, Heng Qi, Qi Xu, Yong Zhang, Hongming Xu:
Simultaneously segmenting and classifying cell nuclei by using multi-task learning in multiplex immunohistochemical tissue microarray sections. Biomed. Signal Process. Control. 93: 106143 (2024)- [j26]Xinyu Hao, Hongming Xu, Nannan Zhao, Tao Yu, Timo Hämäläinen, Fengyu Cong:
Predicting pathological complete response based on weakly and semi-supervised joint learning in breast cancer multi-parametric MRI. Biomed. Signal Process. Control. 93: 106164 (2024) - [j25]Dongdong Zhou, Qi Xu, Jiacheng Zhang, Lei Wu, Hongming Xu, Lauri Kettunen, Zheng Chang, Qiang Zhang, Fengyu Cong:
Interpretable Sleep Stage Classification Based on Layer-Wise Relevance Propagation. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [j24]Yanhong Wu, Zhiqiang Zuo, Yijing Wang, Qiaoni Han, Ji Li, Hongming Xu:
Driver-Centric Data-Driven Model Predictive Vehicular Platoon With Longitudinal-Lateral Dynamics. IEEE Trans. Intell. Transp. Syst. 25(10): 13961-13975 (2024) - [j23]Jianbo Wang, Changqing Du, Hongming Xu, Xianjun Hou, Quan Zhou:
Simultaneous Estimation and Receding Horizon Sliding Control of Dog Clutch Coupling With Backlash for Rear Electrical Drivelines. IEEE Trans. Veh. Technol. 73(3): 3365-3377 (2024) - [c14]Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan:
Towards efficient deep spiking neural networks construction with spiking activity based pruning. ICML 2024 - [c13]Lirui Luo, Guoxi Zhang, Hongming Xu, Yaodong Yang, Cong Fang, Qing Li:
End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations. ICML 2024 - [c12]Mingkang Wang, Tong Wang, Fengyu Cong, Cheng Lu, Hongming Xu:
Double-Tier Attention Based Multi-label Learning Network for Predicting Biomarkers from Whole Slide Images of Breast Cancer. MICCAI (1) 2024: 91-101 - [i11]Lirui Luo, Guoxi Zhang, Hongming Xu, Yaodong Yang, Cong Fang, Qing Li:
INSIGHT: End-to-End Neuro-Symbolic Visual Reinforcement Learning with Language Explanations. CoRR abs/2403.12451 (2024) - [i10]Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan:
Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning. CoRR abs/2406.01072 (2024) - [i9]Min Hua, Dong Chen, Kun Jiang, Fanggang Zhang, Jinhai Wang, Bo Wang, Quan Zhou, Hongming Xu:
Communication-Efficient MARL for Platoon Stability and Energy-efficiency Co-optimization in Cooperative Adaptive Cruise Control of CAVs. CoRR abs/2406.11653 (2024) - [i8]Yixin Chen, Guoxi Zhang, Yaowei Zhang, Hongming Xu, Peiyuan Zhi, Qing Li, Siyuan Huang:
SYNERGAI: Perception Alignment for Human-Robot Collaboration. CoRR abs/2409.15684 (2024) - 2023
- [j22]Md. Ziaul Hoque, Anja Keskinarkaus, Pia Nyberg, Hongming Xu, Tapio Seppänen:
Invasion depth estimation of carcinoma cells using adaptive stain normalization to improve epidermis segmentation accuracy. Comput. Medical Imaging Graph. 108: 102276 (2023) - [j21]Xu He, Ji Li, Quan Zhou, Guoxiang Lu, Hongming Xu:
Robust key parameter identification of dedicated hybrid engine performance indicators via K-fold filter collaborated feature selection. Eng. Appl. Artif. Intell. 126(Part D): 107114 (2023) - [j20]Ji Li, Quan Zhou, Xu He, Hongming Xu:
Driver-Centric Velocity Prediction With Multidimensional Fuzzy Granulation. IEEE CAA J. Autom. Sinica 10(2): 547-549 (2023) - [j19]Shan Jin, Hongming Xu, Yue Dong, Xinyu Hao, Fengying Qin, Qi Xu, Yong Zhu, Fengyu Cong:
Automatic cervical cancer segmentation in multimodal magnetic resonance imaging using an EfficientNet encoder in UNet++ architecture. Int. J. Imaging Syst. Technol. 33(1): 362-377 (2023) - [j18]Ji Li, Quan Zhou, Huw Williams, Guoxiang Lu, Hongming Xu:
Statistics-Guided Accelerated Swarm Feature Selection in Data-Driven Soft Sensors for Hybrid Engine Performance Prediction. IEEE Trans. Ind. Informatics 19(4): 5711-5721 (2023) - [c11]Anji Liu, Hongming Xu, Guy Van den Broeck, Yitao Liang:
Out-of-Distribution Generalization by Neural-Symbolic Joint Training. AAAI 2023: 12252-12259 - [c10]Xinyu Hao, Hongming Xu, Nannan Zhao, Tao Yu, Timo Hämäläinen, Fengyu Cong:
Predicting pathological complete response based on weakly and semi-supervised joint learning from breast cancer MRI. EMBC 2023: 1-4 - [c9]Shan Jin, Hongming Xu, Yue Dong, Xinyu Hao, Fengying Qin, Ranran Wang, Fengyu Cong:
Multiple Instance Learning for Lymph Node Metastasis Prediction from Cervical Cancer MRI. ISBI 2023: 1-4 - [c8]Junxiu Gao, Shan Jin, Ranran Wang, Mingkang Wang, Tong Wang, Hongming Xu:
Dual-Stream Context-Aware Neural Network for Survival Prediction from Whole Slide Images. PRCV (10) 2023: 3-14 - [i7]Bin Shuai, Min Hua, Yanfei Li, Shijin Shuai, Hongming Xu, Quan Zhou:
Optimal Energy Management of Plug-in Hybrid Vehicles Through Exploration-to-Exploitation Ratio Control in Ensemble Reinforcement Learning. CoRR abs/2303.08981 (2023) - [i6]Min Hua, Cetengfei Zhang, Fanggang Zhang, Zhi Li, Xiaoli Yu, Hongming Xu, Quan Zhou:
Energy Management of Multi-mode Plug-in Hybrid Electric Vehicle using Multi-agent Deep Reinforcement Learning. CoRR abs/2303.09658 (2023) - [i5]Longfei Mo, Min Hua, Hongyu Sun, Hongming Xu, Bin Shuai, Quan Zhou:
Study on the Impacts of Hazardous Behaviors on Autonomous Vehicle Collision Rates Based on Humanoid Scenario Generation in CARLA. CoRR abs/2307.10229 (2023) - [i4]Min Hua, Bin Shuai, Quan Zhou, Jinhai Wang, Yinglong He, Hongming Xu:
Recent Progress in Energy Management of Connected Hybrid Electric Vehicles Using Reinforcement Learning. CoRR abs/2308.14602 (2023) - [i3]Min Hua, Dong Chen, Xinda Qi, Kun Jiang, Zemin Eitan Liu, Quan Zhou, Hongming Xu:
Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects. CoRR abs/2312.11084 (2023) - 2022
- [j17]Ji Li, Quan Zhou, Huw Williams, Hongming Xu, Changqing Du:
Cyber-Physical Data Fusion in Surrogate- Assisted Strength Pareto Evolutionary Algorithm for PHEV Energy Management Optimization. IEEE Trans. Ind. Informatics 18(6): 4107-4117 (2022) - [j16]Dongdong Zhou, Qi Xu, Jian Wang, Hongming Xu, Lauri Kettunen, Zheng Chang, Fengyu Cong:
Alleviating Class Imbalance Problem in Automatic Sleep Stage Classification. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [i2]Min Hua, Quan Zhou, Cetengfei Zhang, Hongming Xu, Wei Liu:
Multi-agent Deep Reinforcement Learning for Charge-sustaining Control of Multi-mode Hybrid Vehicles. CoRR abs/2209.02633 (2022) - 2021
- [j15]Hongming Xu, Lina Liu, Xiujuan Lei, Mrinal Mandal, Cheng Lu:
An unsupervised method for histological image segmentation based on tissue cluster level graph cut. Comput. Medical Imaging Graph. 93: 101974 (2021) - [j14]Quan Zhou, Dezong Zhao, Bin Shuai, Yanfei Li, Huw Williams, Hongming Xu:
Knowledge Implementation and Transfer With an Adaptive Learning Network for Real-Time Power Management of the Plug-in Hybrid Vehicle. IEEE Trans. Neural Networks Learn. Syst. 32(12): 5298-5308 (2021) - 2020
- [j13]Jianbo Wang, Xianjun Hou, Changqing Du, Hongming Xu, Quan Zhou:
A Moment-of-Inertia-Driven Engine Start-Up Method Based on Adaptive Model Predictive Control for Hybrid Electric Vehicles With Drivability Optimization. IEEE Access 8: 133063-133075 (2020) - [j12]Hongming Xu, Sunho Park, Tae-Hyun Hwang:
Computerized Classification of Prostate Cancer Gleason Scores from Whole Slide Images. IEEE ACM Trans. Comput. Biol. Bioinform. 17(6): 1871-1882 (2020) - [j11]Ji Li, Quan Zhou, Yinglong He, Huw Williams, Hongming Xu:
Driver-Identified Supervisory Control System of Hybrid Electric Vehicles Based on Spectrum-Guided Fuzzy Feature Extraction. IEEE Trans. Fuzzy Syst. 28(11): 2691-2701 (2020) - [j10]Ji Li, Quan Zhou, Huw Williams, Hongming Xu:
Back-to-Back Competitive Learning Mechanism for Fuzzy Logic Based Supervisory Control System of Hybrid Electric Vehicles. IEEE Trans. Ind. Electron. 67(10): 8900-8909 (2020)
2010 – 2019
- 2019
- [j9]Salah Alheejawi, Hongming Xu, Richard Berendt, Naresh Jha, Mrinal Mandal:
Novel lymph node segmentation and proliferation index measurement for skin melanoma biopsy images. Comput. Medical Imaging Graph. 73: 19-29 (2019) - [c7]Hongming Xu, Tae-Hyun Hwang:
Statistical Local Binary Patterns (SLBP): Application To Prostate Cancer Gleason Score Prediction From whole Slide Pathology Images. ISBI 2019: 895-899 - 2018
- [j8]Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal:
Automated analysis and classification of melanocytic tumor on skin whole slide images. Comput. Medical Imaging Graph. 66: 124-134 (2018) - [j7]Quan Zhou, Yunfan Zhang, Ziyang Li, Ji Li, Hongming Xu, Oluremi Olatunbosun:
Cyber-Physical Energy-Saving Control for Hybrid Aircraft-Towing Tractor Based on Online Swarm Intelligent Programming. IEEE Trans. Ind. Informatics 14(9): 4149-4158 (2018) - [i1]Hongming Xu, Tae-Hyun Hwang:
Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks. CoRR abs/1807.06466 (2018) - 2017
- [j6]Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal:
Automatic Nuclear Segmentation Using Multiscale Radial Line Scanning With Dynamic Programming. IEEE Trans. Biomed. Eng. 64(10): 2475-2485 (2017) - [j5]Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal:
Automatic Nuclei Detection Based on Generalized Laplacian of Gaussian Filters. IEEE J. Biomed. Health Informatics 21(3): 826-837 (2017) - [c6]Hongming Xu, Huiquan Wang, Richard Berendt, Naresh Jha, Mrinal Mandal:
Computerized measurement of melanoma depth of invasion in skin biopsy images. BHI 2017: 17-20 - [c5]Songshan Guo, Mark Dooner, Jihong Wang, Hongming Xu, Guoxiang Lu:
Adaptive engine optimisation using NSGA-II and MODA based on a sub-structured artificial neural network. ICAC 2017: 1-6 - [c4]Huiquan Wang, S. Nizam Ahmed, Hongming Xu, Mrinal Mandal:
Automated detection of cavernous malformations in brain MRI images. NER 2017: 17-20 - 2016
- [c3]Mohammad-H. Tayarani-N., Adam Prügel-Bennett, Hongming Xu, Xin Yao:
Improving the performance of evolutionary engine calibration algorithms with principal component analysis. CEC 2016: 5128-5137 - 2015
- [j4]Hongming Xu, Mrinal Mandal:
Epidermis segmentation in skin histopathological images based on thickness measurement and k-means algorithm. EURASIP J. Image Video Process. 2015: 18 (2015) - [j3]Mohammad-H. Tayarani-N., Xin Yao, Hongming Xu:
Meta-Heuristic Algorithms in Car Engine Design: A Literature Survey. IEEE Trans. Evol. Comput. 19(5): 609-629 (2015) - [j2]He Ma, Hongming Xu, Jihong Wang, Thorsten Schnier, Ben Neaves, Cheng Tan, Zhi Wang:
Model-Based Multiobjective Evolutionary Algorithm Optimization for HCCI Engines. IEEE Trans. Veh. Technol. 64(9): 4326-4331 (2015) - [c2]Hongming Xu, Mrinal Mandal:
Efficient segmentation of skin epidermis in whole slide histopathological images. EMBC 2015: 3855-3858 - [c1]Hongming Xu, Cheng Lu, Mrinal Mandal:
Automated segmentation of regions of interest in whole slide skin histopathological images. EMBC 2015: 3869-3872 - 2014
- [j1]Hongming Xu, Cheng Lu, Mrinal Mandal:
An Efficient Technique for Nuclei Segmentation Based on Ellipse Descriptor Analysis and Improved Seed Detection Algorithm. IEEE J. Biomed. Health Informatics 18(5): 1729-1741 (2014)
Coauthor Index
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