Xiaobo Chen

Orcid: 0000-0001-9940-1637

Affiliations:
  • Shandong Technology and Business University, School of Computer Science and Technology, Yantai, China


According to our database1, Xiaobo Chen authored at least 81 papers between 2010 and 2025.

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Bibliography

2025
Learning a multi-cluster memory prototype for unsupervised video anomaly detection.
Inf. Sci., 2025

2024
Composite Nonconvex Low-Rank Tensor Completion With Joint Structural Regression for Traffic Sensor Networks Data Recovery.
IEEE Trans. Comput. Soc. Syst., October, 2024

Multi-Branch Feature Learning Network via Global-Local Self-Distillation for Vehicle Re-Identification.
IEEE Trans. Veh. Technol., September, 2024

Pedestrian Crossing Intention Prediction Based on Cross-Modal Transformer and Uncertainty-Aware Multi-Task Learning for Autonomous Driving.
IEEE Trans. Intell. Transp. Syst., September, 2024

Stochastic Non-Autoregressive Transformer-Based Multi-Modal Pedestrian Trajectory Prediction for Intelligent Vehicles.
IEEE Trans. Intell. Transp. Syst., May, 2024

Kinematic and Joint Compliance Modeling Method to Improve Position Accuracy of a Robotic Vision System.
Sensors, April, 2024

Unsupervised Cross-Scenario Abnormal Driving Behavior Recognition Using Smartphone Sensor Data.
IEEE Internet Things J., April, 2024

Goal-Guided and Interaction-Aware State Refinement Graph Attention Network for Multi-Agent Trajectory Prediction.
IEEE Robotics Autom. Lett., January, 2024

Rectifying inaccurate unsupervised learning for robust time series anomaly detection.
Inf. Sci., 2024

2023
Driving Style Feature Extraction and Recognition Based on Hyperdimensional Computing and Semi-Supervised Twin Projection Vector Machine.
IEEE Trans. Intell. Transp. Syst., December, 2023

VNAGT: Variational Non-Autoregressive Graph Transformer Network for Multi-Agent Trajectory Prediction.
IEEE Trans. Veh. Technol., October, 2023

A Novel Local Feature Descriptor and an Accurate Transformation Estimation Method for 3-D Point Cloud Registration.
IEEE Trans. Instrum. Meas., 2023

Global-Local Discriminative Representation Learning Network for Viewpoint-Aware Vehicle Re-Identification in Intelligent Transportation.
IEEE Trans. Instrum. Meas., 2023

A Novel Nonconvex Low-Rank Tensor Completion Approach for Traffic Sensor Data Recovery From Incomplete Measurements.
IEEE Trans. Instrum. Meas., 2023

2022
Learning Robust Discriminant Subspace Based on Joint L₂, ₚ- and L₂, ₛ-Norm Distance Metrics.
IEEE Trans. Neural Networks Learn. Syst., 2022

Intention-Aware Vehicle Trajectory Prediction Based on Spatial-Temporal Dynamic Attention Network for Internet of Vehicles.
IEEE Trans. Intell. Transp. Syst., 2022

Exposure Map Fusion for Precise 3-D Reconstruction of High Dynamic Range Surfaces.
IEEE Trans. Instrum. Meas., 2022

Vehicle Trajectory Prediction Based on Intention-Aware Non-Autoregressive Transformer With Multi-Attention Learning for Internet of Vehicles.
IEEE Trans. Instrum. Meas., 2022

Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis.
IEEE Trans. Cybern., 2022

3D Metrology Using One Camera with Rotating Anamorphic Lenses.
Sensors, 2022

A Novel Spatiotemporal Data Low-Rank Imputation Approach for Traffic Sensor Network.
IEEE Internet Things J., 2022

Identifying depression disorder using multi-view high-order brain function network derived from electroencephalography signal.
Frontiers Comput. Neurosci., 2022

Multiple imputation method of missing credit risk assessment data based on generative adversarial networks.
Appl. Soft Comput., 2022

Intention-aware Transformer with Adaptive Social and Temporal Learning for Vehicle Trajectory Prediction.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Multi-view Classification via Twin Projection Vector Machine with Application to EEG-Based Driving Fatigue Detection.
Proceedings of the Data Mining and Big Data - 7th International Conference, 2022

2021
Soft-Weighted-Average Ensemble Vehicle Detection Method Based on Single-Stage and Two-Stage Deep Learning Models.
IEEE Trans. Intell. Veh., 2021

A Comprehensive Performance Evaluation of 3-D Transformation Estimation Techniques in Point Cloud Registration.
IEEE Trans. Instrum. Meas., 2021

A Topology-Based Stereo Matching Method for One Shot 3D Measurement Using Coded Spot-Array Structured Light.
Sensors, 2021

Geometric projection twin support vector machine for pattern classification.
Multim. Tools Appl., 2021

2020
Multi-Class ASD Classification Based on Functional Connectivity and Functional Correlation Tensor via Multi-Source Domain Adaptation and Multi-View Sparse Representation.
IEEE Trans. Medical Imaging, 2020

2019
Strength and similarity guided group-level brain functional network construction for MCI diagnosis.
Pattern Recognit., 2019

A Comparative Study of State-of-the-Art Deep Learning Algorithms for Vehicle Detection.
IEEE Intell. Transp. Syst. Mag., 2019

Brain Network Construction and Classification Toolbox (BrainNetClass).
CoRR, 2019

2018
A Vehicle Recognition Algorithm Based on Deep Transfer Learning with a Multiple Feature Subspace Distribution.
Sensors, 2018

Kernel Sparse Representation with Hybrid Regularization for On-Road Traffic Sensor Data Imputation.
Sensors, 2018

Vehicle Detection by Fusing Part Model Learning and Semantic Scene Information for Complex Urban Surveillance.
Sensors, 2018

A Novel Method for Air Quality Data Imputation by Nuclear Norm Minimization.
J. Sensors, 2018

Graph regularized local self-representation for missing value imputation with applications to on-road traffic sensor data.
Neurocomputing, 2018

Traffic State Spatial-Temporal Characteristic Analysis and Short-Term Forecasting Based on Manifold Similarity.
IEEE Access, 2018

Ensemble Learning Multiple LSSVR With Improved Harmony Search Algorithm for Short-Term Traffic Flow Forecasting.
IEEE Access, 2018

Nonconvex l<sub>p</sub>-Norm Regularized Sparse Self-Representation for Traffic Sensor Data Recovery.
IEEE Access, 2018

Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Hierarchical High-Order Functional Connectivity Networks and Selective Feature Fusion for MCI Classification.
Neuroinformatics, 2017

A cloud computing architecture for characterization and classification of moving object.
Multim. Tools Appl., 2017

Improved combined invariant moment for moving targets classification.
Multim. Tools Appl., 2017

Ensemble correlation-based low-rank matrix completion with applications to traffic data imputation.
Knowl. Based Syst., 2017

Spatiotemporal variable and parameter selection using sparse hybrid genetic algorithm for traffic flow forecasting.
Int. J. Distributed Sens. Networks, 2017

Learning-Based Estimation of Functional Correlation Tensors in White Matter for Early Diagnosis of Mild Cognitive Impairment.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

Constructing Multi-frequency High-Order Functional Connectivity Network for Diagnosis of Mild Cognitive Impairment.
Proceedings of the Connectomics in NeuroImaging - First International Workshop, 2017

Inter-subject Similarity Guided Brain Network Modeling for MCI Diagnosis.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Learning Pairwise-Similarity Guided Sparse Functional Connectivity Network for MCI Classification.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
Occluded vehicle detection with local connected deep model.
Multim. Tools Appl., 2016

Complex video event detection via pairwise fusion of trajectory and multi-label hypergraphs.
Multim. Tools Appl., 2016

Night-Time Vehicle Sensing in Far Infrared Image with Deep Learning.
J. Sensors, 2016

Manifold Regularized Proximal Support Vector Machine via Generalized Eigenvalue.
Int. J. Comput. Intell. Syst., 2016

Multilevel framework to handle object occlusions for real-time tracking.
IET Image Process., 2016

Complex Event Detection in Video Streams.
Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering, 2016

Hypergraph Partitioning for Video Event Detection.
Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering, 2016

Correlation-Weighted Sparse Group Representation for Brain Network Construction in MCI Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Functional Connectivity Network Fusion with Dynamic Thresholding for MCI Diagnosis.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Outcome Prediction for Patient with High-Grade Gliomas from Brain Functional and Structural Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Ensemble Hierarchical High-Order Functional Connectivity Networks for MCI Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Discriminant feature extraction for image recognition using complete robust maximum margin criterion.
Mach. Vis. Appl., 2015

Modified Adaptive Gaussian Filter for Removal of Salt and Pepper Noise.
KSII Trans. Internet Inf. Syst., 2015

2014
An improved robust and sparse twin support vector regression via linear programming.
Soft Comput., 2014

Structural max-margin discriminant analysis for feature extraction.
Knowl. Based Syst., 2014

An Improved Linear Discriminant Analysis with L1-Norm for Robust Feature Extraction.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Complete large margin linear discriminant analysis using mathematical programming approach.
Pattern Recognit., 2013

Regularized least squares fisher linear discriminant with applications to image recognition.
Neurocomputing, 2013

Improved twin support vector machine using total margin and graph embedding.
Proceedings of the Ninth International Conference on Natural Computation, 2013

2012
Recursive "concave-convex" Fisher Linear Discriminant with applications to face, handwritten digit and terrain recognition.
Pattern Recognit., 2012

A feature selection method for nonparallel plane support vector machine classification.
Optim. Methods Softw., 2012

Discriminant Kernel Learning Using Hybrid Regularization.
Neural Process. Lett., 2012

Smooth twin support vector regression.
Neural Comput. Appl., 2012

A flexible support vector machine for regression.
Neural Comput. Appl., 2012

Recursive robust least squares support vector regression based on maximum correntropy criterion.
Neurocomputing, 2012

Large margin null space discriminant analysis with applications to face recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Recursive projection twin support vector machine via within-class variance minimization.
Pattern Recognit., 2011

Optimal Locality Regularized Least Squares Support Vector Machine via Alternating Optimization.
Neural Process. Lett., 2011

Localized twin SVM via convex minimization.
Neurocomputing, 2011

2010
The study of car rear-end warning model based on MAS and behaviour.
Int. J. Comput. Appl. Technol., 2010


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