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ORCIDTommy Dang
Dang Tuan Nhon
Person information
- affiliation: Texas Tech University, Department of Computer Science, Lubbock, TX, USA
- affiliation (PhD 2014): University of Illinois at Chicago, IL, USA
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Journal Articles
- 2023
[j10]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)- 2022
- [j9]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) - 2021
- [j8]Vung Pham, David C. Weindorf, Tommy Dang:
Soil profile analysis using interactive visualizations, machine learning, and deep learning. Comput. Electron. Agric. 191: 106539 (2021) - [j7]Tommy Dang, Ngan V. T. Nguyen, Yong Chen:
HiperView: real-time monitoring of dynamic behaviors of high-performance computing centers. J. Supercomput. 77(10): 11807-11826 (2021) - 2019
- [j6]Vinh T. Nguyen, Rebecca L. Hite, Tommy Dang:
Learners' Technological Acceptance of VR Content Development: A Sequential 3-Part Use Case Study of Diverse Post-Secondary Students. Int. J. Semantic Comput. 13(3): 343-366 (2019) - 2016
- [j5]Dang Tuan Nhon, N. Pendar, Angus Graeme Forbes:
TimeArcs: Visualizing Fluctuations in Dynamic Networks. Comput. Graph. Forum 35(3): 61-69 (2016) - 2014
- [j4]Dang Tuan Nhon, Leland Wilkinson:
Transforming Scagnostics to Reveal Hidden Features. IEEE Trans. Vis. Comput. Graph. 20(12): 1624-1632 (2014) - 2013
- [j3]Dang Tuan Nhon, Anushka Anand, Leland Wilkinson:
TimeSeer: Scagnostics for High-Dimensional Time Series. IEEE Trans. Vis. Comput. Graph. 19(3): 470-483 (2013) - 2012
- [j2]Leland Wilkinson, Anushka Anand, Dang Tuan Nhon:
Substantial improvements in the set-covering projection classifier CHIRP (composite hypercubes on iterated random projections). ACM Trans. Knowl. Discov. Data 6(4): 19:1-19:18 (2012) - 2010
- [j1]Dang Tuan Nhon, Leland Wilkinson, Anushka Anand:
Stacking Graphic Elements to Avoid Over-Plotting. IEEE Trans. Vis. Comput. Graph. 16(6): 1044-1052 (2010)
Conference and Workshop Papers
- 2023
- [c81]Jie Li, Rui Wang, Ghazanfar Ali, Tommy Dang, Alan Sill, Yong Chen:
Workload Failure Prediction for Data Centers. CLOUD 2023: 479-485 - [c80]Phornsawan Roemsri, Tommy Dang:
Visualization of Attack Behavior Data in IoT Network Traffic. BDSIC 2023: 1-8 - [c79]Tommy Dang:
GenExViz: Effective Visualizations of Bioinformatics Data - An Analysis Studies on Cancer Prevention. BIOINFORMATICS 2023: 301-308 - [c78]Tommy Dang, Ngan V. T. Nguyen, Jie Li, Alan Sill, Yong Chen:
Spiro: Order-Preserving Visualization in High Performance Computing Monitoring. ISVC (1) 2023: 109-120 - 2022
- [c77]Tommy Dang, Ngan V. T. Nguyen, Jie Li, Alan Sill, Jon R. Hass, Yong Chen:
JobViewer: Graph-based Visualization for Monitoring High-Performance Computing System. BDCAT 2022: 110-119 - [c76]Ghazanfar Ali, Jon R. Hass, Alan Sill, Elham Hojati, Tommy Dang, Yong Chen:
Redfish-Nagios: A Scalable Out-of-Band Data Center Monitoring Framework Based on Redfish Telemetry Model. SNTA@HPDC 2022: 3-11 - [c75]Tommy Dang, Ngan V. T. Nguyen:
MultiProjector: Temporal Projection for Multivariates Time Series. ISVC (1) 2022: 91-102 - 2021
- [c74]Bao Dien Quoc Nguyen, Rattikorn Hewett, Tommy Dang:
NetScatter: Visual analytics of multivariate time series with a hybrid of dynamic and static variable relationships. PacificVis 2021: 52-60 - [c73]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 - [c72]Ngan V. T. Nguyen, Jon R. Hass, Tommy Dang:
TimeRadar: Visualizing the Dynamics of Multivariate Communities via Timeline Views. COMPSAC 2021: 350-356 - [c71]Bao Dien Quoc Nguyen, Rattikorn Hewett, Tommy Dang:
Multi-resolution Analysis for Vector Plots of Time Series Data. EuroVA@EuroVis 2021: 55-59 - [c70]Ngan V. T. Nguyen, Vung Pham, Tommy Dang:
HMaViz: Human-machine analytics for visual recommendation. IAIT 2021: 32:1-32:9 - [c69]Ngan V. T. Nguyen, Vinh The Nguyen, Tommy Dang:
Color blind: Can you sight? IAIT 2021: 33:1-33:5 - [c68]Tommy Dang, Huyen N. Nguyen, Ngan V. T. Nguyen:
VixLSTM: Visual Explainable LSTM for Multivariate Time Series. IAIT 2021: 34:1-34:5 - [c67]Nhat Le, Ngan V. T. Nguyen, Tommy Dang:
Real-time Sound Visualization via Multidimensional Clustering and Projections. IAIT 2021: 35:1-35:6 - [c66]Jake Gonzalez, Chau Pham, Afamefuna Umejiaku, Juanita Benjamin, Tommy Dang:
SkeletonVR: Educating Human Anatomy Through An Interactive Puzzle Assembly. IAIT 2021: 36:1-36:5 - [c65]Jake Gonzalez, Tommy Dang:
OutViz: Visualizing the Outliers of Multivariate Time Series. IAIT 2021: 37:1-37:5 - [c64]Afamefuna Umejiaku, Tommy Dang:
Visualising Developing Nations Health Records: Opportunities, Challenges and Research Agenda. IAIT 2021: 38:1-38:9 - [c63]Chau Pham, Tommy Dang:
Link Prediction for Biomedical Network. IAIT 2021: 39:1-39:5 - [c62]Ngan V. T. Nguyen, Huyen N. Nguyen, Jon R. Hass, Tommy Dang:
JobNet: 2D and 3D Visualization for Temporal and Structural Association in High-Performance Computing System. ISVC (1) 2021: 210-221 - [c61]Tommy Dang, Ngan V. T. Nguyen, Jon R. Hass, Jie Li, Yong Chen, Alan Sill:
The Gap between Visualization Research and Visualization Software in High-Performance Computing Center. VisGap@EuroVis 2021: 27-35 - 2020
- [c60]Chau Pham, Vung Pham, Tommy Dang:
Graph Adversarial Attacks and Defense: An Empirical Study on Citation Graph. IEEE BigData 2020: 2553-2562 - [c59]Vung Pham, Chau Pham, Tommy Dang:
Road Damage Detection and Classification with Detectron2 and Faster R-CNN. IEEE BigData 2020: 5592-5601 - [c58]Adrian Quintana, Vinh Nguyen, Tommy Dang, Chiquito Crasto:
PIACAN: Pathway Integration and Analysis of Cancer Networks. BIOINFORMATICS 2020: 246-252 - [c57]Jie Li, Ghazanfar Ali, Ngan V. T. Nguyen, Jon R. Hass, Alan Sill, Tommy Dang, Yang Chen:
MonSTer: An Out-of-the-Box Monitoring Tool for High Performance Computing Systems. CLUSTER 2020: 119-129 - [c56]Vung Pham, David C. Weindorf, Tommy Dang:
SoilScanner: 3D Visualization for Soil Profiling using Portable X-ray Fluorescence. EnvirVis@Eurographics/EuroVis 2020: 17-24 - [c55]Vung Pham, Tommy Dang:
ScagnosticsJS: Extended Scatterplot Visual Features for the Web. Eurographics (Short Papers) 2020: 77-80 - [c54]Vung Pham, Ngan V. T. Nguyen, Tommy Dang:
DualNetView: Dual Views for Visualizing the Dynamics of Networks. EuroVA@Eurographics/EuroVis 2020: 25-29 - [c53]Bao Dien Quoc Nguyen, Rattikorn Hewett, Tommy Dang:
Congnostics: Visual Features for Doubly Time Series Plots. EuroVA@Eurographics/EuroVis 2020: 49-53 - [c52]Bao Dien Quoc Nguyen, Rattikorn Hewett, Tommy Dang:
Visual Features for Multivariate Time Series. IAIT 2020: 16:1-16:8 - [c51]Chau Pham, Vung Pham, Tommy Dang:
GenExplorer: Visualizing and Comparing Gene Expression Levels via Differential Charts. ISVC (1) 2020: 248-259 - [c50]Huyen N. Nguyen, Vinh T. Nguyen, Tommy Dang:
Interface Design for HCI Classroom: From Learners' Perspective. ISVC (2) 2020: 545-557 - [c49]Vinh T. Nguyen, Yuanlin Zhang, Kwanghee Jung, Wanli Xing, Tommy Dang:
VRASP: A Virtual Reality Environment for Learning Answer Set Programming. PADL 2020: 82-91 - [c48]Vinh T. Nguyen, Kwanghee Jung, Tommy Dang:
Revisiting common pitfalls in graphical representations utilizing a case-based learning approach. VINCI 2020: 19:1-19:5 - [c47]Ngan V. T. Nguyen, Bao Dien Quoc Nguyen, Tommy Dang, Jon R. Hass:
ScagnosticsViewer: tracking time series patterns via scagnostics meatures. VINCI 2020: 30:1-30:4 - [c46]Ngan V. T. Nguyen, Jon R. Hass, Yong Chen, Jie Li, Alan Sill, Tommy Dang:
RadarViewer : Visualizing the dynamics of multivariate data. PEARC 2020: 555-556 - 2019
- [c45]Vinh T. Nguyen, Kwanghee Jung, Tommy Dang:
VRescuer: A Virtual Reality Application for Disaster Response Training. AIVR 2019: 199-202 - [c44]Vinh T. Nguyen, Kwanghee Jung, Tommy Dang:
Creating Virtual Reality and Augmented Reality Development in Classroom: Is it a Hype? AIVR 2019: 212-217 - [c43]Vinh T. Nguyen, Kwanghee Jung, Tommy Dang:
DroneVR: A Web Virtual Reality Simulator for Drone Operator. AIVR 2019: 257-262 - [c42]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 - [c41]Hao Van, Huyen N. Nguyen, Rattikorn Hewett, Tommy Dang:
HackerNets: Visualizing Media Conversations on Internet of Things, Big Data, and Cybersecurity. IEEE BigData 2019: 3293-3302 - [c40]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 - [c39]Tommy Dang, Ngan V. T. Nguyen:
SpacePhaser: Phase Space Embedding Visual Analytics. COMPSAC (2) 2019: 239-244 - [c38]Tommy Dang:
FSelector: Variable Selection Using Visual Features. Graphics Interface 2019: 7:1-7:9 - [c37]Huyen N. Nguyen, Tommy Dang:
EQSA: Earthquake Situational Analytics from Social Media. VAST 2019: 142-143 - [c36]Ngan V. T. Nguyen, Lino Virgen, Tommy Dang:
VRParaSet: A Virtual Reality Model for Visualizing Multidimensional Data. ISVC (2) 2019: 129-140 - [c35]Ngan V. T. Nguyen, Tommy Dang:
Ant-SNE: Tracking Community Evolution via Animated t-SNE. ISVC (1) 2019: 330-341 - [c34]Vinh T. Nguyen, Tommy Dang:
CloudTraceViz: A Visualization Tool for Tracing Dynamic Usage of Cloud Computing Resources. DAAC@SC 2019: 1-6 - [c33]Ngan V. T. Nguyen, Tommy Dang, Jon R. Hass, Yong Chen:
HiperJobViz: Visualizing Resource Allocations in High-Performance Computing Center via Multivariate Health-Status Data. DAAC@SC 2019: 19-24 - [c32]Vung Pham, Tommy Dang:
SOAViz: Visualization for Portable X-ray Fluorescence Soil Profiles. EnvirVis@EuroVis 2019: 33-40 - [c31]Tommy Dang, Huyen N. Nguyen, Vung Pham:
WordStream: Interactive Visualization for Topic Evolution. EuroVis (Short Papers) 2019: 103-107 - [c30]Ngan V. T. Nguyen, Tommy Dang:
HiperViz: Interactive visualization of CPU Temperatures in High Performance Computing Centers. PEARC 2019: 129:1-129:4 - [c29]Ngan V. T. Nguyen, Lino Virgen, Tommy Dang:
HiperVR: A Virtual Reality model for Visualizing Multidimensional Health Status of High Performance Computing Systems. PEARC 2019: 130:1-130:4 - 2018
- [c28]Vinh T. Nguyen, Rebecca L. Hite, Tommy Dang:
Web-Based Virtual Reality Development in Classroom: From Learner's Perspectives. AIVR 2018: 11-18 - [c27]Vung Pham, Tommy Dang:
CVExplorer: Multidimensional Visualization for Common Vulnerabilities and Exposures. IEEE BigData 2018: 1296-1301 - [c26]Tommy Dang, Ngan V. T. Nguyen, Vung Pham:
HealthTvizer: Exploring Health Awareness in Twitter Data through Coordinated Multiple Views. IEEE BigData 2018: 3647-3655 - [c25]Vinh T. Nguyen, Vung Pham, Tommy Dang:
UFO_Tracker: Visualizing UFO sightings. IEEE BigData 2018: 4352-4359 - [c24]Vung Pham, Vinh T. Nguyen, Tommy Dang:
IoTViz: Visualizing emerging topics in the internet of things. IEEE BigData 2018: 4569-4576 - [c23]Ngan V. T. Nguyen, Vinh T. Nguyen, Vung Pham, Tommy Dang:
FinanViz: Visualizing Emerging Topics in Financial News. IEEE BigData 2018: 4698-4704 - [c22]Vinh The Nguyen, Tommy Dang, Fang Jin:
Predict Saturated Thickness using TensorBoard Visualization. EnvirVis@EuroVis 2018: 35-39 - [c21]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 - [c20]Tommy Dang, Vung V. Pham:
TimeMatrix: Visual Representation for Temporal Pattern Detection in Dynamic Networks, VAST 2018 Mini-Challenge 3. VAST 2018: 108-109 - [c19]Vinh The Nguyen, Akbar Siami Namin, Tommy Dang:
MalViz: an interactive visualization tool for tracing malware. ISSTA 2018: 376-379 - [c18]Tommy Dang:
Visualizing Multidimensional Health Status of Data Centers. ESPT/VPA@SC 2018: 273-283 - [c17]Tommy Dang, Vinh The Nguyen:
ComModeler: Topic Modeling Using Community Detection. EuroVA@EuroVis 2018: 1-5 - 2017
- [c16]Tommy Dang, Angus G. Forbes:
CactusTree: A tree drawing approach for hierarchical edge bundling. PacificVis 2017: 210-214 - [c15]Tommy Dang, Paul Murray, Angus G. Forbes:
BioLinker: Bottom-up exploration of protein interaction networks. PacificVis 2017: 265-269 - [c14]Tommy Dang, Long Hoang Nguyen, Abdullah Karim, Venkatesh Uddameri:
STOAViz: Visualizing Saturated Thickness of Ogallala Aquifer. EnvirVis@EuroVis 2017: 37-41 - [c13]Long Hoang Nguyen, Tommy Dang:
iDVL Visualizes Patterns of Traffic. VAST 2017: 213-214 - [c12]Vinh T. Nguyen, Tommy Dang:
Setting up Virtual Reality and Augmented Reality Learning Environment in Unity. ISMAR Adjunct 2017: 315-320 - [c11]Tommy Dang, Paul Murray, Ronak Etemadpour, Angus Graeme Forbes:
A User Study of Techniques for Visualizing Structure and Connectivity in Hierarchical Datasets. VOILA@ISWC 2017: 45-59 - 2016
- [c10]Dang Tuan Nhon, Hong Cui, Angus G. Forbes:
MultiLayerMatrix: Visualizing Large Taxonomic Datasets. EuroVA@EuroVis 2016: 55-59 - 2014
- [c9]Dang Tuan Nhon, Leland Wilkinson:
ScagExplorer: Exploring Scatterplots by Their Scagnostics. PacificVis 2014: 73-80 - [c8]Dang Tuan Nhon, Leland Wilkinson:
PixSearcher: Searching Similar Images in Large Image Collections through Pixel Descriptors. ISVC (2) 2014: 726-735 - 2013
- [c7]Dang Tuan Nhon, Leland Wilkinson:
TimeExplorer: Similarity Search Time Series by Their Signatures. ISVC (1) 2013: 280-289 - 2012
- [c6]Anushka Anand, Leland Wilkinson, Dang Tuan Nhon:
Visual pattern discovery using random projections. IEEE VAST 2012: 43-52 - [c5]Dang Tuan Nhon, Anushka Anand, Leland Wilkinson:
FmFinder: Search and Filter Your Favorite Songs. ISVC (1) 2012: 348-358 - [c4]Dang Tuan Nhon, Leland Wilkinson:
Timeseer: detecting interesting distributions in multiple time series data. VINCI 2012: 43-51 - 2011
- [c3]Anushka Anand, Leland Wilkinson, Dang Tuan Nhon:
Using random projections to identify class-separating variables in high-dimensional spaces. IEEE VAST 2011: 263-264 - [c2]Leland Wilkinson, Anushka Anand, Dang Tuan Nhon:
CHIRP: a new classifier based on composite hypercubes on iterated random projections. KDD 2011: 6-14 - 2009
- [c1]Anushka Anand, Leland Wilkinson, Dang Tuan Nhon:
An L-infinity Norm Visual Classifier. ICDM 2009: 687-692
Informal and Other Publications
- 2023
- [i11]Jie Li, Rui Wang, Ghazanfar Ali, Tommy Dang, Alan Sill, Yong Chen:
Workload Failure Prediction for Data Centers. CoRR abs/2301.05176 (2023) - 2022
- [i10]Jake Gonzalez, Ngan V. T. Nguyen, Tommy Dang:
VisFCAC: An Interactive Family Clinical Attribute Comparison. CoRR abs/2208.11688 (2022) - [i9]Huyen N. Nguyen, Tommy Dang, Kathleen A. Bowe:
WordStream Maker: A Lightweight End-to-end Visualization Platform for Qualitative Time-series Data. CoRR abs/2209.11856 (2022) - [i8]Huyen N. Nguyen, Caleb Trujillo, Tommy Dang:
Modie Viewer: Protein Beasts and How to View Them. CoRR abs/2209.12140 (2022) - 2021
- [i7]Huyen N. Nguyen, Jake Gonzalez, Jian Guo, Ngan V. T. Nguyen, Tommy Dang:
VisMCA: A Visual Analytics System for Misclassification Correction and Analysis. VAST Challenge 2020, Mini-Challenge 2 Award: Honorable Mention for Detailed Analysis of Patterns of Misclassification. CoRR abs/2107.11181 (2021) - 2020
- [i6]Huyen N. Nguyen, Vinh T. Nguyen, Tommy Dang:
Interface Design for HCI Classroom: From Learners' Perspective. CoRR abs/2010.01651 (2020) - [i5]Vung Pham, Chau Pham, Tommy Dang:
Road Damage Detection and Classification with Detectron2 and Faster R-CNN. CoRR abs/2010.15021 (2020) - 2019
- [i4]Huyen N. Nguyen, Tommy Dang:
EQSA: Earthquake Situational Analytics from Social Media. CoRR abs/1910.08881 (2019) - [i3]Vung Pham, Tommy Dang:
Outliagnostics: Visualizing Temporal Discrepancy in Outlying Signatures of Data Entries. CoRR abs/1910.13656 (2019) - 2018
- [i2]Tommy Dang, Long Hoang Nguyen, Abdullah Karim, Venkatesh Uddameri:
STOAViz: Visualizing Saturated Thickness of Ogallala Aquifer. CoRR abs/1811.07385 (2018) - 2017
- [i1]Vinh T. Nguyen, Md Yasin Kabir, Tommy Dang:
CancerLinker: Explorations of Cancer Study Network. CoRR abs/1710.06062 (2017)
Coauthor Index
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