Dapeng Zhang

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2024
A fuel consumption-based method for developing local-specific CO<sub>2</sub> emission rate database using open-source big data.
J. Big Data, December, 2024

ProSTformer: Progressive Space-Time Self-Attention Model for Short-Term Traffic Flow Forecasting.
IEEE Trans. Intell. Transp. Syst., September, 2024

Artificial Intelligence Aided Design (AIAD) of Hull Form of Unmanned Underwater Vehicles (UUVs) for Minimization of Energy Consumption.
J. Comput. Inf. Sci. Eng., January, 2024

CGAD: A novel contrastive learning-based framework for anomaly detection in attributed networks.
Neurocomputing, 2024

Non-Invasive Spatial Registration Using Customized Dental Bracket and Improved Genetic Algorithms.
Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

EFSA: Towards Event-Level Financial Sentiment Analysis.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Comparison and Assessment of Different Land Cover Datasets on the Cropland in Northeast China.
Remote. Sens., November, 2023

Dynamic Auto-Structuring Graph Neural Network: A Joint Learning Framework for Origin-Destination Demand Prediction.
IEEE Trans. Knowl. Data Eng., April, 2023

Early-stage phishing detection on the Ethereum transaction network.
Soft Comput., April, 2023

Multi-objective optimization for greenhouse light environment using Gaussian mixture model and an improved NSGA-II algorithm.
Comput. Electron. Agric., February, 2023

Region-based demand forecasting in bike-sharing systems using a multiple spatiotemporal fusion neural network.
Soft Comput., 2023

EHSS: An Efficient Hybrid-supervised Symmetric Stereo Matching Network.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

A Multimodal Neural Network for Contact State Recognition During Probe Implantation into Skull Holes.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Location of elevator fault components by using knowledge map with Neo4j.
Proceedings of the CAA Symposium on Fault Detection, 2023

2022
Unsupervised Anomaly Detection for Surface Defects With Dual-Siamese Network.
IEEE Trans. Ind. Informatics, 2022

Detecting Enclosed Board Channel of Data Acquisition System Using Probabilistic Neural Network with Null Matrix.
Sensors, 2022

A GAN-based fault detection for dynamic process with deconvolutional networks.
Proceedings of the 20th IEEE International Conference on Industrial Informatics, 2022

Keypoint Localization Based on Convolutional Neural Network for Robotic Implantation of Flexible Micro-Electrodes.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

2021
Industrial Weak Scratches Inspection Based on Multifeature Fusion Network.
IEEE Trans. Instrum. Meas., 2021

An Ensemble Approach for Fault Diagnosis via Continuous Learning.
Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

2020
Detection of Power Line Insulator Defects Using Aerial Images Analyzed With Convolutional Neural Networks.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Laser Beam Pointing Control With Piezoelectric Actuator Model Learning.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Estimation of Solar Radiation for Tomato Water Requirement Calculation in Chinese-Style Solar Greenhouses Based on Least Mean Squares Filter.
Sensors, 2020

Predicting Hourly Demand in Station-free Bike-sharing Systems with Video-level Data.
CoRR, 2020

An Online Control Approach for Forging Machine Using Reinforcement Learning and Taboo Search.
IEEE Access, 2020

Fault Tolerant Control Using Reinforcement Learning and Particle Swarm Optimization.
IEEE Access, 2020

A Content-Based Deep Hybrid Approach with Segmented Max-Pooling.
Proceedings of the Intelligent Information Processing X, 2020

A spatial-temporal framework including traffic diffusion for short-term traffic prediction.
Proceedings of the ICCAE 2020: 12th International Conference on Computer and Automation Engineering, 2020

Impacts on Carbon Dioxide Emissions from the Replacement of Conventional Buses by Electric Buses.
Proceedings of the 3rd International Conference on Data Science and Information Technology, 2020

Crowd Counting with Spatial Normalization Network.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Weak Scratch Detection of Optical Components Using Attention Fusion Network.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019
Parallel soft information forwarding in non-coherent MIMO system based on unitary space-time modulation.
IET Commun., 2019

Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network.
CoRR, 2019

Research on Vehicle Equipment Warehouse Security Level Optimization Based on Greedy Algorithm.
Proceedings of the 2019 2nd International Conference on Information Management and Management Sciences, 2019

A High-reliability Network Architecture Based on Parallel Redundancy Protocol.
Proceedings of the 14th International Conference on Computer Science & Education, 2019

Deep Reinforcement Learning of Robotic Precision Insertion Skill Accelerated by Demonstrations.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018
Contour Primitives of Interest Extraction Method for Microscopic Images and Its Application on Pose Measurement.
IEEE Trans. Syst. Man Cybern. Syst., 2018

Semantic Feature Learning for Heterogeneous Multitask Classification via Non-Negative Matrix Factorization.
IEEE Trans. Cybern., 2018

A Novel Fault Detection with Minimizing the Noise-Signal Ratio Using Reinforcement Learning.
Sensors, 2018

Development of Implantable Wireless Sensor Nodes for Animal Husbandry and MedTech Innovation.
Sensors, 2018

2017
A Robust Detection Method of Control Points for Calibration and Measurement With Defocused Images.
IEEE Trans. Instrum. Meas., 2017

Nanoliter Fluid Dispensing Based on Microscopic Vision and Laser Range Sensor.
IEEE Trans. Ind. Electron., 2017

A new simulation force algorithm for vascular interventional surgery simulation.
Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, 2017

Reinforcement-learning based fault-tolerant control.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

A reinforcement learning based fault diagnosis for autoregressive-moving-average model.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Fine-Grained Categorization Based on Feature Selection.
Proceedings of the 9th International Conference on Machine Learning and Computing, 2017

Design of a dual camera children monitoring system based on motion tracking technology.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

Performance comparison among the autonomous navigation methods for constellation around the earth-moon libration points via the Fisher information matrix.
Proceedings of the 20th International Conference on Information Fusion, 2017

2016
High Precision Automatic Assembly Based on Microscopic Vision and Force Information.
IEEE Trans Autom. Sci. Eng., 2016

A new image-based visual servoing method with rotational compensation.
Proceedings of the 2016 IEEE International Conference on Robotics and Biomimetics, 2016

Calibration with ball objects for telecentric micro-vision system.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2014
MPSK Symbol-based Soft-Information-Forwarding Scheme in Rayleigh Fading Channels.
J. Networks, 2014

Motion reproduction by human demonstration based on discrete hidden Markov model for nursing-care assistant robot.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

An AUML State Machine Based Method for Multi-agent Systems Model Checking.
Proceedings of the Intelligent Information Processing VII, 2014

2013
Experimental study and analysis of the wheels' steering mechanics for planetary exploration wheeled mobile robots moving on deformable terrain.
Int. J. Robotics Res., 2013

Bit-interleaved coded unitary space-time modulation with hard decision-based iterative decoding.
Proceedings of the 22nd Wireless and Optical Communication Conference, 2013

Multi-Ary EXIT Chart Analysis with Chi-Square Distributed A Priori Information for Concatenation of USTM and Signal-Based Turbo Coding.
Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

Adaptive gait recognition model and automatic velocity-robust feature selection based on a new Constrained Expectation Conditional-Maximization learning algorithm.
Proceedings of the IEEE 2nd Global Conference on Consumer Electronics, 2013

2012
Optimal Design of the Absolute Positioning Sensor for a High-Speed Maglev Train and Research on Its Fault Diagnosis.
Sensors, 2012

Velocity-robust gait recognition based on stochastic switched auto-regressive model.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Prediction of Biomass Concentration with Hybrid Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

The study of automobile enterprise logistics supply chain integrated performance evaluation method.
Proceedings of the 2012 IEEE International Conference on Automation and Logistics, 2012

Study on military vehicle equipment grading method based on clustering analysis and fisher discriminant analysis.
Proceedings of the 2012 IEEE International Conference on Automation and Logistics, 2012

2010
Multiary turbo code fitting for unitary space-time modulation and its MAP decoding algorithm.
Sci. China Inf. Sci., 2010

Pair-wise error probability and its Chernoff upper bound for unitary space-time code.
Sci. China Inf. Sci., 2010

A combination scheme for serial turbo code and differential unitary space-time modulation.
Proceedings of the IEEE International Conference on Wireless Communications, 2010

Online signature verification system with anti-forgery provision based on segmentation and structure learning of HMM.
Proceedings of the IEEE International Conference on Systems, 2010

2009
Multi-agent Based Bioinformatics Integration Using Distributed Dynamic Description Logics.
Proceedings of the Fifth International Conference on Semantics, Knowledge and Grid, 2009

2008
Using an adaptive self-tuning approach to forecast power loads.
Neurocomputing, 2008

Learning with Table Soccer.
Proceedings of the Computer Science in Sport - Mission and Methods, 07.09. - 10.09.2008, 2008

2007
The Application of Adaptive Critic Design in the Nosiheptide Fermentation.
Proceedings of the Advances in Neural Networks, 2007

2006
A Location Method for the Outdoor Mobile Robot Based on GPS/GIS/GPRS.
Proceedings of the Computer Supported Cooperative Work in Design III, 2006


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