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2020 – today
- 2024
[c24]Wadduwage Shanika Perera
, Abm Rezbaul Islam, Vung V. Pham, Min Kyung An:
Melanoma Classification Through Deep Ensemble Learning and Explainable AI. BIOSTEC (2) 2024: 263-274- [c23]Sarah Adair, Cihan Varol, Fan Liang, Vung Pham:
Malware API Call-Based Multiclass-Classification Using Machine Learning and Deep Learning. ISDFS 2024: 1-7 - [i4]Vung Pham, Lan Dong Thi Ngoc, Duy-Linh Bui:
Optimizing YOLO Architectures for Optimal Road Damage Detection and Classification: A Comparative Study from YOLOv7 to YOLOv10. CoRR abs/2410.08409 (2024) - 2023
- [j3]Jake Gonzalez, Matthew Siebecker, Vung Pham, Cynthia Jordan, David C. Weindorf, Tommy Dang:
Comparative analysis and visualization of soil profiles at the meter spatial scale utilizing novel matrix and volume rendering techniques. Comput. Electron. Agric. 215: 108377 (2023) - [c22]Nikita Dalvi, Min Kyung An, Abm Rezbaul Islam, Vung Pham:
Improving Fingerprint Classification Accuracy Using Image Enhancement Deep Learning Models. IEEE Big Data 2023: 3245-3254 - 2022
- [j2]Huyen N. Nguyen, Faranak Abri, Vung Pham, Moitrayee Chatterjee, Akbar Siami Namin, Tommy Dang:
MalView: Interactive Visual Analytics for Comprehending Malware Behavior. IEEE Access 10: 99909-99930 (2022) - [c21]Du Nguyen, Vung Pham:
RaCAViz: Interactive Visualizations for Rapid Carbon Assessment. IEEE Big Data 2022: 4543-4550 - [c20]Vung Pham, Du Nguyen, Christopher Donan:
Road Damage Detection and Classification with YOLOv7. IEEE Big Data 2022: 6416-6423 - [i3]Vung Pham, Du Nguyen, Christopher Donan:
Road Damages Detection and Classification with YOLOv7. CoRR abs/2211.00091 (2022) - 2021
- [j1]Vung Pham, David C. Weindorf, Tommy Dang:
Soil profile analysis using interactive visualizations, machine learning, and deep learning. Comput. Electron. Agric. 191: 106539 (2021) - [c19]Vung Pham, David C. Weindorf, Tommy Dang:
RDNet: Deep Learning Model for Predicting pH H20 and pHKCl from Soil Vis-NIR Spectra. IEEE BigData 2021: 3436-3445 - [c18]Ngan V. T. Nguyen, Vung Pham, Tommy Dang:
HMaViz: Human-machine analytics for visual recommendation. IAIT 2021: 32:1-32:9 - 2020
- [c17]Chau Pham, Vung Pham, Tommy Dang:
Graph Adversarial Attacks and Defense: An Empirical Study on Citation Graph. IEEE BigData 2020: 2553-2562 - [c16]Vung Pham, Chau Pham, Tommy Dang:
Road Damage Detection and Classification with Detectron2 and Faster R-CNN. IEEE BigData 2020: 5592-5601 - [c15]Vung Pham, David C. Weindorf, Tommy Dang:
SoilScanner: 3D Visualization for Soil Profiling using Portable X-ray Fluorescence. EnvirVis@Eurographics/EuroVis 2020: 17-24 - [c14]Vung Pham, Tommy Dang:
ScagnosticsJS: Extended Scatterplot Visual Features for the Web. Eurographics (Short Papers) 2020: 77-80 - [c13]Vung Pham, Ngan V. T. Nguyen, Tommy Dang:
DualNetView: Dual Views for Visualizing the Dynamics of Networks. EuroVA@Eurographics/EuroVis 2020: 25-29 - [c12]Chau Pham, Vung Pham, Tommy Dang:
GenExplorer: Visualizing and Comparing Gene Expression Levels via Differential Charts. ISVC (1) 2020: 248-259 - [i2]Vung Pham, Chau Pham, Tommy Dang:
Road Damage Detection and Classification with Detectron2 and Faster R-CNN. CoRR abs/2010.15021 (2020)
2010 – 2019
- 2019
- [c11]Vung Pham, Ngan V. T. Nguyen, Jie Li, Jon R. Hass, Yong Chen, Tommy Dang:
MTSAD: Multivariate Time Series Abnormality Detection and Visualization. IEEE BigData 2019: 3267-3276 - [c10]Chau Pham, Vung Pham, Tommy Dang:
Solar Flare Prediction Using Two-tier Ensemble with Deep Learning and Gradient Boosting Machine. IEEE BigData 2019: 5844-5853 - [c9]Vung Pham, Tommy Dang:
SOAViz: Visualization for Portable X-ray Fluorescence Soil Profiles. EnvirVis@EuroVis 2019: 33-40 - [c8]Tommy Dang, Huyen N. Nguyen, Vung Pham:
WordStream: Interactive Visualization for Topic Evolution. EuroVis (Short Papers) 2019: 103-107 - [i1]Vung Pham, Tommy Dang:
Outliagnostics: Visualizing Temporal Discrepancy in Outlying Signatures of Data Entries. CoRR abs/1910.13656 (2019) - 2018
- [c7]Vung Pham, Tommy Dang:
CVExplorer: Multidimensional Visualization for Common Vulnerabilities and Exposures. IEEE BigData 2018: 1296-1301 - [c6]Tommy Dang, Ngan V. T. Nguyen, Vung Pham:
HealthTvizer: Exploring Health Awareness in Twitter Data through Coordinated Multiple Views. IEEE BigData 2018: 3647-3655 - [c5]Vinh T. Nguyen, Vung Pham, Tommy Dang:
UFO_Tracker: Visualizing UFO sightings. IEEE BigData 2018: 4352-4359 - [c4]Vung Pham, Vinh T. Nguyen, Tommy Dang:
IoTViz: Visualizing emerging topics in the internet of things. IEEE BigData 2018: 4569-4576 - [c3]Ngan V. T. Nguyen, Vinh T. Nguyen, Vung Pham, Tommy Dang:
FinanViz: Visualizing Emerging Topics in Financial News. IEEE BigData 2018: 4698-4704 - [c2]Vung V. Pham, Tommy Dang:
MTDES: Multi-dimensional Temporal Data Exploration System; Strong Support for Exploratory Analysis Award in VAST 2018, Mini-Challenge 2. VAST 2018: 100-101 - [c1]Tommy Dang, Vung V. Pham:
TimeMatrix: Visual Representation for Temporal Pattern Detection in Dynamic Networks, VAST 2018 Mini-Challenge 3. VAST 2018: 108-109
Coauthor Index
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