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Hongming Xu
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 41
Top Topics
Receding Horizon
Energy Management
Histopathological Images
Cervical Cancer
Top Venues
CoRR
Comput. Medical Imaging Graph.
EMBC
IEEE Trans. Ind. Informatics
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Publications
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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)