Scholar
Pham, Van Vung
Google Scholar ID: too4ejgAAAAJ
Sam Houston State University
Citations & Impact
Citations
698
H-index
11
i10-index
13
Publications
20
Co-authors
0
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Published several conference/journal papers applying deep learning and using visualizations to explain deep learning models. Won the Strong Support for exploratory analysis Award for VAST 2018, Mini Challenge 2, with the paper titled 'MTDES: Multi-dimensional Temporal Data Exploration System.' Also received the best paper award for 'SOAViz: Visualization for Portable X-ray Fluorescence Soil Profiles' at ENVIRVIS 2019, Workshop on Visualization in Environmental Sciences.
Research Experience
- Guided a team to achieve Silver (rank 2) as a data contributor and Bronze (rank 3) as a model contributor in the Crowdsensing-based Road Damage Detection Challenge (CRDDC2022) at IEEE BigData 2022. Achieved 3rd place in the CosmicBC 1st Biannual Prediction Herobots Challenge, which involved creating a module to predict Bitcoin and Ethereum values two hours ahead. Received an Honorable Mention (rank 7th) in KDD Cup 2020, Graph Adversarial Attacks and Defense, focusing on attacking citation graphs and defending against such attacks. Was a shortlisted winner (rank 11th) in Big Data Cup 2020, Global Road Damage Detection, which aimed at detecting and classifying road damages from images.
Education
- No specific information provided regarding degrees, schools, advisors, or dates.
Background
- Love teaching, researching, and working with Data Analytics, Data Visualizations, Machine Learning, and Deep Learning. Author of the book Hands-On Computer Vision with Detectron2.
Miscellany
- Interests include Machine Learning, Deep Learning, Data Analytics, and Data Visualizations.
Co-authors