Vung Pham

Lan Dong Thi Ngoc

Duy-Linh Bui

CoRR, 2024

Malware API Call-Based Multiclass-Classification Using Machine Learning and Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 12th International Symposium on Digital Forensics and Security, 2024

Melanoma Classification Through Deep Ensemble Learning and Explainable AI.

[BibT_eX]

[DOI]

Wadduwage Shanika Perera

Abm Rezbaul Islam

Vung V. Pham

Min Kyung An

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Comparative analysis and visualization of soil profiles at the meter spatial scale utilizing novel matrix and volume rendering techniques.

[BibT_eX]

[DOI]

Comput. Electron. Agric., December, 2023

Improving Fingerprint Classification Accuracy Using Image Enhancement Deep Learning Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Road Damages Detection and Classification with YOLOv7.

[BibT_eX]

[DOI]

Du Nguyen

Christopher Donan

CoRR, 2022

MalView: Interactive Visual Analytics for Comprehending Malware Behavior.

[BibT_eX]

[DOI]

IEEE Access, 2022

Road Damage Detection and Classification with YOLOv7.

[BibT_eX]

[DOI]

Du Nguyen

Christopher Donan

Proceedings of the IEEE International Conference on Big Data, 2022

RaCAViz: Interactive Visualizations for Rapid Carbon Assessment.

[BibT_eX]

[DOI]

Du Nguyen

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Soil profile analysis using interactive visualizations, machine learning, and deep learning.

[BibT_eX]

[DOI]

David C. Weindorf

Comput. Electron. Agric., 2021

HMaViz: Human-machine analytics for visual recommendation.

[BibT_eX]

[DOI]

Ngan V. T. Nguyen

Proceedings of the IAIT 2021: The 12th International Conference on Advances in Information Technology, Bangkok, Thailand, 29 June 2021, 2021

RDNet: Deep Learning Model for Predicting pH H20 and pHKCl from Soil Vis-NIR Spectra.

[BibT_eX]

[DOI]

David C. Weindorf

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

GenExplorer: Visualizing and Comparing Gene Expression Levels via Differential Charts.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

DualNetView: Dual Views for Visualizing the Dynamics of Networks.

[BibT_eX]

[DOI]

Ngan V. T. Nguyen

Proceedings of the 11th International EuroVis Workshop on Visual Analytics, 2020

ScagnosticsJS: Extended Scatterplot Visual Features for the Web.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual Conference of the European Association for Computer Graphics, 2020

SoilScanner: 3D Visualization for Soil Profiling using Portable X-ray Fluorescence.

[BibT_eX]

[DOI]

David C. Weindorf

Proceedings of the 8th Workshop on Visualisation in Environmental Sciences, 2020

Road Damage Detection and Classification with Detectron2 and Faster R-CNN.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Graph Adversarial Attacks and Defense: An Empirical Study on Citation Graph.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Outliagnostics: Visualizing Temporal Discrepancy in Outlying Signatures of Data Entries.

[BibT_eX]

[DOI]

CoRR, 2019

SOAViz: Visualization for Portable X-ray Fluorescence Soil Profiles.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Visualisation in Environmental Sciences, 2019

WordStream: Interactive Visualization for Topic Evolution.

[BibT_eX]

[DOI]

Huyen N. Nguyen

Proceedings of the 21st Eurographics Conference on Visualization, 2019

Solar Flare Prediction Using Two-tier Ensemble with Deep Learning and Gradient Boosting Machine.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

MTSAD: Multivariate Time Series Abnormality Detection and Visualization.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

MTDES: Multi-dimensional Temporal Data Exploration System; Strong Support for Exploratory Analysis Award in VAST 2018, Mini-Challenge 2.

[BibT_eX]

[DOI]

Vung V. Pham

Proceedings of the 13th IEEE Conference on Visual Analytics Science and Technology, 2018

TimeMatrix: Visual Representation for Temporal Pattern Detection in Dynamic Networks, VAST 2018 Mini-Challenge 3.

[BibT_eX]

[DOI]

Vung V. Pham

Proceedings of the 13th IEEE Conference on Visual Analytics Science and Technology, 2018

IoTViz: Visualizing emerging topics in the internet of things.

[BibT_eX]

[DOI]

Vinh T. Nguyen

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

CVExplorer: Multidimensional Visualization for Common Vulnerabilities and Exposures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

UFO_Tracker: Visualizing UFO sightings.

[BibT_eX]

[DOI]

Vinh T. Nguyen

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

FinanViz: Visualizing Emerging Topics in Financial News.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

HealthTvizer: Exploring Health Awareness in Twitter Data through Coordinated Multiple Views.

[BibT_eX]

[DOI]

Ngan V. T. Nguyen