Hongming Xu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 41

Top Topics

Receding Horizon

Energy Management

Histopathological Images

Cervical Cancer

Top Venues

Comput. Medical Imaging Graph.

IEEE Trans. Ind. Informatics

Publications

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 (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2023)
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)
Ji Li, Quan Zhou, Xu He, Hongming Xu
Driver-Centric Velocity Prediction With Multidimensional Fuzzy Granulation. IEEE CAA J. Autom. Sinica 10 (2) (2023)
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) (2023)
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) (2023)
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) (2023)
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)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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)
Anji Liu, Hongming Xu, Guy Van den Broeck, Yitao Liang
Out-of-Distribution Generalization by Neural-Symbolic Joint Training. AAAI (2023)
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 (2022)
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 (2022)
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) (2022)
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 (2021)
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) (2021)
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 (2020)
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) (2020)
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) (2020)
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) (2020)
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 (2019)
Hongming Xu, Tae-Hyun Hwang
Statistical Local Binary Patterns (SLBP): Application To Prostate Cancer Gleason Score Prediction From whole Slide Pathology Images. ISBI (2019)
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) (2018)
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 (2018)
Hongming Xu, Tae-Hyun Hwang
Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks. CoRR (2018)
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) (2017)
Huiquan Wang, S. Nizam Ahmed, Hongming Xu, Mrinal Mandal
Automated detection of cavernous malformations in brain MRI images. NER (2017)
Hongming Xu, Huiquan Wang, Richard Berendt, Naresh Jha, Mrinal Mandal
Computerized measurement of melanoma depth of invasion in skin biopsy images. BHI (2017)
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) (2017)
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)
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)
Hongming Xu, Mrinal Mandal
Efficient segmentation of skin epidermis in whole slide histopathological images. EMBC (2015)
Hongming Xu, Cheng Lu, Mrinal Mandal
Automated segmentation of regions of interest in whole slide skin histopathological images. EMBC (2015)
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) (2015)
Mohammad-H. Tayarani-N., Xin Yao, Hongming Xu
Meta-Heuristic Algorithms in Car Engine Design: A Literature Survey. IEEE Trans. Evol. Comput. 19 (5) (2015)
Hongming Xu, Mrinal Mandal
Epidermis segmentation in skin histopathological images based on thickness measurement and k-means algorithm. EURASIP J. Image Video Process. 2015 (2015)
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) (2014)