Binh P. Nguyen

Orcid: 0000-0001-6203-6664

According to our database1, Binh P. Nguyen authored at least 55 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Enhancing public research on citizen data: An empirical investigation of data synthesis using Statistics New Zealand's Integrated Data Infrastructure.
Inf. Process. Manag., January, 2024

2023
Synthetic minority oversampling using edited displacement-based k-nearest neighbors.
Appl. Soft Comput., November, 2023

Ensemble <i>k</i>-nearest neighbors based on centroid displacement.
Inf. Sci., June, 2023

Data-centric AI to Improve Early Detection of Mental Illness.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

iR6mA-RNN: Identifying N6-Methyladenosine Sites in Eukaryotic Transcriptomes using Recurrent Neural Networks and Sequence-embedded Features.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Digital Phenotype Representation by Statistical, Information Theory, Data-Driven Approach with Digital Health Data.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
PhraseAttn: Dynamic Slot Capsule Networks for phrase representation in Neural Machine Translation.
J. Intell. Fuzzy Syst., 2022

iANP-EC: Identifying Anticancer Natural Products Using Ensemble Learning Incorporated with Evolutionary Computation.
J. Chem. Inf. Model., 2022

iCYP-MFE: Identifying Human Cytochrome P450 Inhibitors Using Multitask Learning and Molecular Fingerprint-Embedded Encoding.
J. Chem. Inf. Model., 2022

Predicting Antimalarial Activity in Natural Products Using Pretrained Bidirectional Encoder Representations from Transformers.
J. Chem. Inf. Model., 2022

Digital phenotyping for classification of anxiety severity during COVID-19.
Frontiers Digit. Health, 2022

Bone age assessment and sex determination using transfer learning.
Expert Syst. Appl., 2022

A lightweight classification of adaptor proteins using transformer networks.
BMC Bioinform., 2022

Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Implementation and Analysis of Centroid Displacement-Based k-Nearest Neighbors.
Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

2021
Prediction of FMN Binding Sites in Electron Transport Chains Based on 2-D CNN and PSSM Profiles.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Robo-advisor using genetic algorithm and BERT sentiments from tweets for hybrid portfolio optimisation.
Expert Syst. Appl., 2021

Stacking segment-based CNN with SVM for recognition of atrial fibrillation from single-lead ECG recordings.
Biomed. Signal Process. Control., 2021

Feature Analysis and Hierarchical Classification of Anxiety Severity during early COVID-19.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Clustering and Feature Analysis of Smartphone Data for Depression Monitoring.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Heart Disease Classification using Novel Heterogeneous Ensemble.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020
High-content image generation for drug discovery using generative adversarial networks.
Neural Networks, 2020

Churn Prediction using Ensemble Learning.
Proceedings of the ICMLSC 2020: The 4th International Conference on Machine Learning and Soft Computing, 2020

Diabetic Retinopathy Detection using Deep Learning.
Proceedings of the ICMLSC 2020: The 4th International Conference on Machine Learning and Soft Computing, 2020

Video-based Skeletal Feature Extraction for Hand Gesture Recognition.
Proceedings of the ICMLSC 2020: The 4th International Conference on Machine Learning and Soft Computing, 2020

Automated Grading in Diabetic Retinopathy Using Image Processing and Modified EfficientNet.
Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Physiological Signal Analysis and Classification of Stress from Virtual Reality Video Game.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
The Mediating Role of Perceived Value in the Effect of Multi-Dimensional Risk in Mobile Banking.
Int. J. Enterp. Inf. Syst., 2019

Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records.
Comput. Methods Programs Biomed., 2019

iProDNA-CapsNet: identifying protein-DNA binding residues using capsule neural networks.
BMC Bioinform., 2019

DeLHCA: Deep transfer learning for high-content analysis of the effects of drugs on immune cells.
Proceedings of the TENCON 2019, 2019

Fast and Accurate Capitalization and Punctuation for Automatic Speech Recognition Using Transformer and Chunk Merging.
Proceedings of the 22nd Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques, 2019

Deep Learning Models for Tuberculosis Detection from Chest X-ray Images.
Proceedings of the 26th International Conference on Telecommunications, 2019

2017
A two-level clustering approach for multidimensional transfer function specification in volume visualization.
Vis. Comput., 2017

2016
Comments on and corrections to 'Hardware-software co-design architecture for joint photo expert graphic XR encoder'.
IET Image Process., 2016

Superpixel-based segmentation of muscle fibers in multi-channel microscopy.
BMC Syst. Biol., 2016

Automated brain tumor segmentation using kernel dictionary learning and superpixel-level features.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015
Robust Biometric Recognition From Palm Depth Images for Gloved Hands.
IEEE Trans. Hum. Mach. Syst., 2015

Rule-Enhanced Transfer Function Generation for Medical Volume Visualization.
Comput. Graph. Forum, 2015

Publishing Graph Data with Subgraph Differential Privacy.
Proceedings of the Information Security Applications - 16th International Workshop, 2015

2014
Hand gesture guided robot-assisted surgery based on a direct augmented reality interface.
Comput. Methods Programs Biomed., 2014

Development of a cognitive engine for balancing automation and human control of surgical robotic system.
Proceedings of the 11th International Conference on Ubiquitous Robots and Ambient Intelligence, 2014

2013
Near-Field Communication Transceiver System Modeling and Analysis Using SystemC/SystemC-AMS With the Consideration of Noise Issues.
IEEE Trans. Very Large Scale Integr. Syst., 2013

Automatic transfer function design for medical visualization using visibility distributions and projective color mapping.
Comput. Medical Imaging Graph., 2013

In situ spatial AR surgical planning using projector-Kinect system.
Proceedings of the 4th International Symposium on Information and Communication Technology, 2013

2012
A clustering-based system to automate transfer function design for medical image visualization.
Vis. Comput., 2012

Implementation of model predictive control with modified minimal model on low-power RISC microcontrollers.
Proceedings of the Symposium on Information and Communication Technology 2012, 2012

Fast point quadrupling on elliptic curves.
Proceedings of the Symposium on Information and Communication Technology 2012, 2012

Ant colony optimization for model predictive control for blood glucose regulation.
Proceedings of the Symposium on Information and Communication Technology 2012, 2012

2011
An efficient compression scheme for 4-D medical images using hierarchical vector quantization and motion compensation.
Comput. Biol. Medicine, 2011

2010
An efficient clustering method for fast rendering of time-varying volumetric medical data.
Vis. Comput., 2010

Particle-based simulation of blood flow and vessel wall interactions in virtual surgery.
Proceedings of the 2010 Symposium on Information and Communication Technology, 2010

Prediction-based directional search for fast block-matching motion estimation.
Proceedings of the 2010 Symposium on Information and Communication Technology, 2010

Performance-cost analyses software for H.264 Forward/Inverse Integer Transform.
Proceedings of the 21st IEEE International Symposium on Rapid System Prototyping, 2010

2009
Image Processing and Modeling for Active Needle Steering in Liver Surgery.
Proceedings of the 2009 International Asia Conference on Informatics in Control, 2009


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