Ping Ma

Orcid: 0000-0003-1646-0047

According to our database1, Ping Ma authored at least 109 papers between 2005 and 2024.

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Bibliography

2024
Orthogonal multimodality integration and clustering in single-cell data.
BMC Bioinform., December, 2024

Analytical Solutions for Hypersonic Glide Trajectory Based on Altitude-Velocity Profile.
IEEE Trans. Aerosp. Electron. Syst., October, 2024

SSA-LHCD: A Singular Spectrum Analysis-Driven Lightweight Network with 2-D Self-Attention for Hyperspectral Change Detection.
Remote. Sens., July, 2024

DiffSwinTr: A diffusion model using 3D Swin Transformer for brain tumor segmentation.
Int. J. Imaging Syst. Technol., May, 2024

Unsupervised Anomaly Detection and Diagnosis in Power Electronic Networks: Informative Leverage and Multivariate Functional Clustering Approaches.
IEEE Trans. Smart Grid, 2024

Prediction of Remaining Useful Life of Rolling Bearings Based on Multiscale Efficient Channel Attention CNN and Bidirectional GRU.
IEEE Trans. Instrum. Meas., 2024

ABBD: Accumulated Band-Wise Binary Distancing for Unsupervised Parameter-Free Hyperspectral Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Prompting-to-Distill Semantic Knowledge for Few-Shot Learning.
IEEE Geosci. Remote. Sens. Lett., 2024

Few-shot time series forecasting in a meta-learning framework.
J. Intell. Fuzzy Syst., 2024

Color image encryption based on discrete memristor logistic map and DNA encoding.
Integr., 2024

A Laplace operator-based active contour model with improved image edge detection performance.
Digit. Signal Process., 2024

Estimation-Correction Modeling and Chaos Control of Fractional-Order Memristor Load Buck-Boost Converter.
Complex Syst. Model. Simul., 2024

Image Encryption Algorithm Based on a Hybrid Model of Novel Memristive Hyperchaotic Systems, DNA Coding, and Hash Functions.
Complex Syst. Model. Simul., 2024

A Systematic Assessment of OpenAI o1-Preview for Higher Order Thinking in Education.
CoRR, 2024

Non-Destructive Peat Analysis using Hyperspectral Imaging and Machine Learning.
CoRR, 2024

A credibility integration evaluation approach of complex simulation systems based on type-2 fuzzy set and perceptual computing.
Appl. Soft Comput., 2024

Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

MOD-YOLO: Improved YOLOv5 Based on Multi-softmax and Omni-Dimensional Dynamic Convolution for Multi-label Bridge Defect Detection.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Enrich, Distill and Fuse: Generalized Few-Shot Semantic Segmentation in Remote Sensing Leveraging Foundation Model's Assistance.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Knowledge Distillation of LLMs for Automatic Scoring of Science Assessments.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2024

2023
Two-Branch network for brain tumor segmentation using attention mechanism and super-resolution reconstruction.
Comput. Biol. Medicine, May, 2023

Soft reordering one-dimensional convolutional neural network for credit scoring.
Knowl. Based Syst., April, 2023

Detection of unknown bearing faults using re-weighted symplectic geometric node network characteristics and structure analysis.
Expert Syst. Appl., April, 2023

An Optimal Transport Approach for Selecting a Representative Subsample with Application in Efficient Kernel Density Estimation.
J. Comput. Graph. Stat., January, 2023

Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023

CBANet: An End-to-End Cross-Band 2-D Attention Network for Hyperspectral Change Detection in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2023

Knowledge Distillation of LLM for Education.
CoRR, 2023

Optimal Sampling Designs for Multi-dimensional Streaming Time Series with Application to Power Grid Sensor Data.
CoRR, 2023

Classification Using Deep Transfer Learning on Structured Healthcare Data.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

An Intelligent Ranking Evaluation Method of Simulation Models Based on Graph Neural Network.
Proceedings of the Simulation Tools and Techniques - 15th EAI International Conference, 2023

Subsampling in Large Graphs Using Ricci Curvature.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Estimation and Model Selection for Nonparametric Function-on-Function Regression.
J. Comput. Graph. Stat., July, 2022

Smoothing Splines Approximation Using Hilbert Curve Basis Selection.
J. Comput. Graph. Stat., July, 2022

Hausdorff GAN: Improving GAN Generation Quality With Hausdorff Metric.
IEEE Trans. Cybern., 2022

Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms.
J. Mach. Learn. Res., 2022

CONGO²: Scalable Online Anomaly Detection and Localization in Power Electronics Networks.
IEEE Internet Things J., 2022

A model validation method based on the orthogonal polynomial transformation and area metric.
Int. J. Model. Simul. Sci. Comput., 2022

Managing Dataset Shift by Adversarial Validation for Credit Scoring.
Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Research on Structure-Activity Relationship of HIV-1 Protease Based on Support Vector Machine Method.
Proceedings of the 7th International Conference on Computer and Communication Systems, 2022

System Identification of Nonlinear Dynamical System with Missing Observations.
Proceedings of the Methods and Applications for Modeling and Simulation of Complex Systems, 2022

Online Identification of Gaussian-Process State-Space Model with Missing Observations.
Proceedings of the Methods and Applications for Modeling and Simulation of Complex Systems, 2022

2021
Part-Based Modeling of Pole-Like Objects Using Divergence-Incorporated 3-D Clustering of Mobile Laser Scanning Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2021

Multiscale 2-D Singular Spectrum Analysis and Principal Component Analysis for Spatial-Spectral Noise-Robust Feature Extraction and Classification of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

An evidence theory-based validation method for models with multivariate outputs and uncertainty.
Simul., 2021

Valsartan treatment of congestive heart failure based on FPGA and dynamic image sampling.
Microprocess. Microsystems, 2021

LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model.
J. Comput. Graph. Stat., 2021

Predictive models of aging of the human eye based on ocular anterior segment morphology.
J. Biomed. Informatics, 2021

High resolution 3D terrestrial LiDAR for cotton plant main stalk and node detection.
Comput. Electron. Agric., 2021

A PET imaging study of the brain changes of glucose metabolism in patients with temporal lobe epilepsy and depressive disorder.
BMC Medical Imaging, 2021

Analysis and Countermeasures of Current Standardization of Energy Consumption Quota of Public Institutions.
Proceedings of the IPEC 2021: 2nd Asia-Pacific Conference on Image Processing, 2021

Anomaly Detection in Hyperspectral Image Based on SVDD Combined with Features Compression.
Proceedings of the ICIAI 2021: 2021 the 5th International Conference on Innovation in Artificial Intelligence, 2021

Plasmonic Graphene Organic Hybrid Phase Modulator with 10 µm Length, >70 GHz Bandwidth and 4.5 dB Insertion Loss.
Proceedings of the European Conference on Optical Communication, 2021

Fault feature enhancement and diagnosis of rolling bearing based on complex network.
Proceedings of the CAA Symposium on Fault Detection, 2021

2020
A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19.
IEEE J. Biomed. Health Informatics, 2020

Can this fault be detected: A study on fault detection via automated test generation.
J. Syst. Softw., 2020

Minimax Nonparametric Parallelism Test.
J. Mach. Learn. Res., 2020

Online Distributed IoT Security Monitoring With Multidimensional Streaming Big Data.
IEEE Internet Things J., 2020

A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research.
CoRR, 2020

Quantitative Structure-Mutation-Activity Relationship Tests (QSMART) model for protein kinase inhibitor response prediction.
BMC Bioinform., 2020

Creative Computing based Experimental Study of Somatosensory Games for Promoting Intention Understanding.
Proceedings of the 20th IEEE International Conference on Software Quality, 2020

High-Speed Plasmonic Modulator for Simultaneous C- and O-Band Modulation with Simplified Fabrication.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Sufficient dimension reduction for classification using principal optimal transport direction.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Coastal Wetland Mapping with Sentinel-2 MSI Imagery Based on Gravitational Optimized Multilayer Perceptron and Morphological Attribute Profiles.
Remote. Sens., 2019

Combined Lane Mapping Using a Mobile Mapping System.
Remote. Sens., 2019

Hyperspectral band selection using crossover-based gravitational search algorithm.
IET Image Process., 2019

Clustering of Remote Sensing Imagery Using a Social Recognition-Based Multi-objective Gravitational Search Algorithm.
Cogn. Comput., 2019

DSOD: DSO in Dynamic Environments.
IEEE Access, 2019

Contactless Measurement of Hypervelocity Projectile Wake Velocity Distribution.
IEEE Access, 2019

Large-scale optimal transport map estimation using projection pursuit.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Challenges and Countermeasures of Intellectual Property Rights in Network Environment.
Proceedings of the Data Processing Techniques and Applications for Cyber-Physical Systems, 2019

Region Based Hierarchical Modelling for Effective Shadow Removal in Natural Images.
Proceedings of the Communications, Signal Processing, and Systems, 2019

Improved Transfer Component Analysis and It Application for Bearing Fault Diagnosis Across Diverse Domains.
Proceedings of the CAA Symposium on Fault Detection, 2019

Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018
Recursive least squares identification methods for multivariate pseudo-linear systems using the data filtering.
Multidimens. Syst. Signal Process., 2018

A stability constrained adaptive alpha for gravitational search algorithm.
Knowl. Based Syst., 2018

Decomposition-based recursive least squares identification methods for multivariate pseudo-linear systems using the multi-innovation.
Int. J. Syst. Sci., 2018

Decomposition-Based Gradient Estimation Algorithms for Multivariate Equation-Error Autoregressive Systems Using the Multi-innovation Theory.
Circuits Syst. Signal Process., 2018

Integrated Ferroelectric BaTiO3/Si Plasmonic Modulator for 100 Gbit/s and Beyond.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018


Ultrafast Beam Steering Enabled by Photonics & Plasmonics.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

An Intelligent Model Validation Method Based on ECOC SVM.
Proceedings of the 10th International Conference on Computer Modeling and Simulation, 2018

100 GBd Ultra-Compact Plasmonic Graphene Photodetector.
Proceedings of the European Conference on Optical Communication, 2018


High-Resolution Image Classification Using the Dynamic Differential Evolutionary Algorithm Optimized Multi-scale Kernel Support Vector Machine Method.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

Gravitational Search Optimized Hyperspectral Image Classification with Multilayer Perceptron.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

3-D Gabor Convolutional Neural Network for Damage Mapping from Post-earthquake High Resolution Images.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017
New gradient based identification methods for multivariate pseudo-linear systems using the multi-innovation and the data filtering.
J. Frankl. Inst., 2017

Integrated ferroelectric plasmonic optical modulator.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

A New Credibility Assessment Framework for Training Simulators.
Proceedings of the 8th International Conference on Computer Modeling and Simulation, 2017

2016
HIT-SEDAES: An integrated software environment for simulation experiment design, analysis and evaluation.
Int. J. Model. Simul. Sci. Comput., 2016

Statistical inference for time course RNA-Seq data using a negative binomial mixed-effect model.
BMC Bioinform., 2016

Atomic scale plasmonic devices.
Proceedings of the 18th International Conference on Transparent Optical Networks, 2016

Improved Artificial Bee Colony Algorithm Based on Reinforcement Learning.
Proceedings of the Intelligent Computing Theories and Application, 2016

2015
A statistical perspective on algorithmic leveraging.
J. Mach. Learn. Res., 2015

2014
Band-selective estimation for IQ-imbalance and carrier frequency offset in OFDM systems.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

2013
The simulation Evaluation System for Weapon Operational Effectiveness based on Knowledge Management.
Int. J. Model. Simul. Sci. Comput., 2013

2012
Knowledge-Based Simulation Experiment Data Integrative Analysis Technology.
Proceedings of the 26th ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation, 2012

A learning method of Bayesian network structure.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

Modeling and Simulation Methodology of Multifield Coupling for Hypersonic Vehicle.
Proceedings of the AsiaSim 2012, 2012

A Consistency Test Method for Simulation Data Considering Shape and Distance of Series.
Proceedings of the AsiaSim 2012, 2012

Two-stage compensation for non-ideal effects in MIMO-OFDM systems.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2009
Intergrating Salient Regions with New Perceptual Texture Features Based on Wavelet Transform for Image Retrieval.
J. Softw., 2009

A Perceptual Quality Metric for Performance Evaluation of Image Fusion.
Proceedings of the Second International Symposium on Intelligent Information Technology and Security Informatics, 2009

2008
A Novel Anomaly Detection Algorithm Based on Real-Valued Negative Selection System.
Proceedings of the International Workshop on Knowledge Discovery and Data Mining, 2008

2007
Bayesian Inference for Gene Expression and Proteomics.
Briefings Bioinform., 2007

A knowledge-based method for the validation of military simulation.
Proceedings of the Winter Simulation Conference, 2007

2005
RSIR: regularized sliced inverse regression for motif discovery.
Bioinform., 2005

The application of evaluation method based on HMM for results validity of complex simulation system.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005


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