Le An

Orcid: 0000-0002-0326-1420

According to our database1, Le An authored at least 87 papers between 2011 and 2024.

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Bibliography

2024
Silent bugs in deep learning frameworks: an empirical study of Keras and TensorFlow.
Empir. Softw. Eng., February, 2024

ReduceFormer: Attention with Tensor Reduction by Summation.
CoRR, 2024

2023
Swin-Free: Achieving Better Cross-Window Attention and Efficiency with Size-varying Window.
CoRR, 2023

2022
E-TBNet: Light Deep Neural Network for Automatic Detection of Tuberculosis with X-ray DR Imaging.
Sensors, 2022

A Growing Model-Based OCSVM for Abnormal Student Activity Detection from Daily Campus Consumption.
New Gener. Comput., 2022

Technical debts and faults in open-source quantum software systems: An empirical study.
J. Syst. Softw., 2022

Depth Estimation with Simplified Transformer.
CoRR, 2022

How to certify machine learning based safety-critical systems? A systematic literature review.
Autom. Softw. Eng., 2022

An Improved Deep Network of Pulmonary Tuberculosis Lesions Detection based on YOLO.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

2020
Why reinventing the wheels? An empirical study on library reuse and re-implementation.
Empir. Softw. Eng., 2020

2019
Semantic Concept Network and Deep Walk-based Visual Question Answering.
ACM Trans. Multim. Comput. Commun. Appl., 2019

Single-Stage Boost-Integrated Full-Bridge Converter With Simultaneous MPPT, Wide DC Motor Speed Range, and Current Ripple Reduction.
IEEE Trans. Ind. Electron., 2019

Structured sparsity regularized multiple kernel learning for Alzheimer's disease diagnosis.
Pattern Recognit., 2019

Semi-Supervised Discriminative Classification Robust to Sample-Outliers and Feature-Noises.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

An empirical study of patch uplift in rapid release development pipelines.
Empir. Softw. Eng., 2019

An empirical study of DLL injection bugs in the Firefox ecosystem.
Empir. Softw. Eng., 2019

2018
Multi-Level Common Space Learning for Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., 2018

An investigation of the fault-proneness of clone evolutionary patterns.
Softw. Qual. J., 2018

An empirical study of crash-inducing commits in Mozilla Firefox.
Softw. Qual. J., 2018

Just-in-time detection of protection-impacting changes on WordPress and MediaWiki.
Proceedings of the 28th Annual International Conference on Computer Science and Software Engineering, 2018

Why Did This Reviewed Code Crash? An Empirical Study of Mozilla Firefox.
Proceedings of the 25th Asia-Pacific Software Engineering Conference, 2018

2017
Person Re-identification by Multi-hypergraph Fusion.
IEEE Trans. Neural Networks Learn. Syst., 2017

Alzheimer's Disease Diagnosis Using Landmark-Based Features From Longitudinal Structural MR Images.
IEEE J. Biomed. Health Informatics, 2017

Group Structure Preserving Pedestrian Tracking in a Multicamera Video Network.
IEEE Trans. Circuits Syst. Video Technol., 2017

Semisupervised Tripled Dictionary Learning for Standard-Dose PET Image Prediction Using Low-Dose PET and Multimodal MRI.
IEEE Trans. Biomed. Eng., 2017

A dense flow-based framework for real-time object registration under compound motion.
Pattern Recognit., 2017

Kinship verification in multi-linear coherent spaces.
Multim. Tools Appl., 2017

Integrating appearance features and soft biometrics for person re-identification.
Multim. Tools Appl., 2017

Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRI.
Neurocomputing, 2017

Special issue on dynamic depth field data driven learning, recognition and computation.
Neurocomputing, 2017

Multi-graph feature level fusion for person re-identification.
Neurocomputing, 2017

Stack Overflow: A code laundering platform?
Proceedings of the IEEE 24th International Conference on Software Analysis, 2017

Is it Safe to Uplift this Patch?: An Empirical Study on Mozilla Firefox.
Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution, 2017

2016
Multi-Level Canonical Correlation Analysis for Standard-Dose PET Image Estimation.
IEEE Trans. Image Process., 2016

Analysis of DC Bus Capacitor Current Ripple Reduction in Basic DC/DC Cascaded Two-Stage Power Converters.
IEEE Trans. Ind. Electron., 2016

Multiperson Tracking by Online Learned Grouping Model With Nonlinear Motion Context.
IEEE Trans. Circuits Syst. Video Technol., 2016

Person Reidentification With Reference Descriptor.
IEEE Trans. Circuits Syst. Video Technol., 2016

Joint feature-sample selection and robust diagnosis of Parkinson's disease from MRI data.
NeuroImage, 2016

Sparse representation matching for person re-identification.
Inf. Sci., 2016

Zapping prediction for online advertisement based on cumulative smile sparse representation.
Neurocomputing, 2016

Scalable attribute-driven face image retrieval.
Neurocomputing, 2016

Person re-identification via hypergraph-based matching.
Neurocomputing, 2016

Landmark-Based Alzheimer's Disease Diagnosis Using Longitudinal Structural MR Images.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 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

Structured Sparse Kernel Learning for Imaging Genetics Based Alzheimer's Disease Diagnosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Semi-supervised Hierarchical Multimodal Feature and Sample Selection for Alzheimer's Disease Diagnosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Analyzing user behavior in online advertising with facial expressions.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

3D Object Retrieval with Multimodal Views.
Proceedings of the 9th Eurographics Workshop on 3D Object Retrieval, 2016

2015
Design of a Single-Switch DC/DC Converter for a PV-Battery-Powered Pump System With PFM+PWM Control.
IEEE Trans. Ind. Electron., 2015

Person Re-Identification by Robust Canonical Correlation Analysis.
IEEE Signal Process. Lett., 2015

Supervised Segmentation of Remote Sensing Image Using Reference Descriptor.
IEEE Geosci. Remote. Sens. Lett., 2015

Efficient smile detection by Extreme Learning Machine.
Neurocomputing, 2015

People Tracking in Camera Networks: Three Open Questions.
Computer, 2015

Challenges and Issues of Mining Crash Reports.
Proceedings of the 1st IEEE International Workshop on Software Analytics, 2015

An Empirical Study of Highly Impactful Bugs in Mozilla Projects.
Proceedings of the 2015 IEEE International Conference on Software Quality, 2015

An Empirical Study of Crash-inducing Commits in Mozilla Firefox.
Proceedings of the 11th International Conference on Predictive Models and Data Analytics in Software Engineering, 2015

Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Predicting Standard-Dose PET Image from Low-Dose PET and Multimodal MR Images Using Mapping-Based Sparse Representation.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

Craniomaxillofacial Deformity Correction via Sparse Representation in Coherent Space.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

A Multi-level Canonical Correlation Analysis Scheme for Standard-Dose PET Image Estimation.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2015

Joint Feature-Sample Selection and Robust Classification for Parkinson's Disease Diagnosis.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

Design of a non-isolated single-switch three-port DC-DC converter for standalone PV-battery power system.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

To skip or not to skip? A dataset of spontaneous affective response of online advertising (SARA) for audience behavior analysis.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

A reference-based framework for pose invariant face recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014
Real-World Person Identification.
PhD thesis, 2014

Reference Face Graph for Face Recognition.
IEEE Trans. Inf. Forensics Secur., 2014

Zapping Index: Using Smile to Measure Advertisement Zapping Likelihood.
IEEE Trans. Affect. Comput., 2014

Face image super-resolution using 2D CCA.
Signal Process., 2014

Discriminative Reference-Based Scene Image Categorization.
IEICE Trans. Inf. Syst., 2014

Investigating the Change-Proneness of Service Patterns and Antipatterns.
Proceedings of the 7th IEEE International Conference on Service-Oriented Computing and Applications, 2014

Supplementary Bug Fixes vs. Re-opened Bugs.
Proceedings of the 14th IEEE International Working Conference on Source Code Analysis and Manipulation, 2014

An Online Learned Elementary Grouping Model for Multi-target Tracking.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Reference-Based Scheme Combined With K-SVD for Scene Image Categorization.
IEEE Signal Process. Lett., 2013

Dynamic Bayesian Network for Unconstrained Face Recognition in Surveillance Camera Networks.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2013

Improving large-scale face image retrieval using multi-level features.
Proceedings of the IEEE International Conference on Image Processing, 2013

Reference set based appearance model for tracking across non-overlapping cameras.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

Improving person re-identification by soft biometrics based reranking.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

Improving action units recognition using dense flow-based face registration in video.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Reference-based person re-identification.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
Cluster-Classification Bayesian Networks for head pose estimation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Face recognition in multi-camera surveillance videos.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Codebook optimization using word activation forces for scene categorization.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Vehicle logo super-resolution by canonical correlation analysis.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Image super-resolution by extreme learning machine.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Face recognition in multi-camera surveillance videos using Dynamic Bayesian Network.
Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012

Boosting Face Recognition in Real-World Surveillance Videos.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011
Improved image super-resolution by Support Vector Regression.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011


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