All Stories

  1. Optimizing YOLO Architectures for Optimal Road Damage Detection and Classification: A Comparative Study from YOLOv7 to YOLOv10

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

  2. The Effect of Ironic Process Theory on Brain Signal-Based Encryption for IoT Devices

    Article • Electronics, December 2024, MDPI AG

    Vung Pham

  3. Improving Fingerprint Classification Accuracy Using Image Enhancement Deep Learning Models

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

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

    Article • Computers and Electronics in Agriculture, December 2023, Elsevier

    Vung Pham

  5. RaCAViz: Interactive Visualizations for Rapid Carbon Assessment

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

  6. Road Damage Detection and Classification with YOLOv7

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

  7. iDVS: interactive 2D and 3D visualizations of proximal sensor data for rapid characterization of soil profiles

    Article • Precision Agriculture, October 2022, Springer Science + Business Media

    Vung Pham

  8. Development of a Forensic Toolkit for Small-Medium Size Business (SMB)

    Article • June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

  9. JavaScript Implementation of Scagnostics and Its Applications

    Article • February 2022, IntechOpen

    Vung Pham

  10. MalView: Interactive Visual Analytics for Comprehending Malware Behavior

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

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

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

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

    Article • Computers and Electronics in Agriculture, December 2021, Elsevier

    Vung Pham

  13. HMaViz: Human-machine analytics for visual recommendation

    Article • June 2021, ACM (Association for Computing Machinery)

    Tommy Dang, Vung Pham

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

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

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

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

  16. ContiMap: Continuous Heatmap for Large Time Series Data

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

  17. DeepVix

    Article • July 2020, ACM (Association for Computing Machinery)

    Tommy Dang, Huyen N. Nguyen, Vung Pham

  18. ScagCNN: Estimating Visual Characterizations of 2D Scatterplots via Convolution Neural Network

    Article • July 2020, ACM (Association for Computing Machinery)

    Tommy Dang, Vung Pham

  19. Securing autonomous system in multi-domain tactical environment

    Article • May 2020, SPIE

    Vung Pham

  20. AgasedViz: visualizing groundwater availability of Ogallala Aquifer, USA

    Article • Environmental Earth Sciences, February 2020, Springer Science + Business Media

    Vung Pham

  21. Enhanced soil profile visualization using portable X-ray fluorescence (PXRF) spectrometry

    Article • Geoderma, January 2020, Elsevier

    Vung Pham

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

    Article • January 2020, Springer Science + Business Media

    Vung Pham

  23. MTSAD: Multivariate Time Series Abnormality Detection and Visualization

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

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

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

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

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

  26. Visualization of Data from HACC Simulations by Paraview

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

  27. New, easy to understand framework for monitoring and analysis in production processes

    Article • Smart and Sustainable Manufacturing Systems, February 2019, ASTM International

    Tommy Dang, Huyen N. Nguyen, Vung Pham

  28. CVExplorer: Multidimensional Visualization for Common Vulnerabilities and Exposures

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

  29. FinanViz: Visualizing Emerging Topics in Financial News

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

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

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

  31. IoTViz: Visualizing emerging topics in the internet of things

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

  32. UFO_Tracker: Visualizing UFO sightings

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

  33. IoTNegViz: An interactive tool for visualizing negative aspects of IoT

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

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

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham

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

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Vung Pham