Tommy Dang

Scholarly Research

Scholarly Research per year 2009 2019 2020 2021 2023

• 150 Paper
• 81 Conference contribution
• 37 Article
• 11 Other contribution
• 4 More
  • 2 Chapter
  • 2 Conference article

Scholarly Research per year

Scholarly Research per year

Search results

• Conference contribution

  An L^∞ norm visual classifier

  Anand, A., Wilkinson, L. & Tuan, D. N., 2009, ICDM 2009 - The 9th IEEE International Conference on Data Mining. p. 687-692 6 p. 5360295. (Proceedings - IEEE International Conference on Data Mining, ICDM).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Classifiers 100%
  • Algebra 29%
  • Graphical user interfaces 28%
  • Data mining 23%
  10 Scopus citations

• Ant-SNE: Tracking Community Evolution via Animated t-SNE

  Nguyen, N. V. T. & Dang, T., 2019, Advances in Visual Computing - 14th International Symposium on Visual Computing, ISVC 2019, Proceedings. Bebis, G., Parvin, B., Boyle, R., Koracin, D., Ushizima, D., Chai, S., Sueda, S., Lin, X., Lu, A., Thalmann, D., Wang, C. & Xu, P. (eds.). Springer, p. 330-341 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11844 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Embeddings (Algorithms) 100%
  • High-dimensional Data 95%
  • Community 84%
  • Learning algorithms 68%
  • Visualization 63%
  2 Scopus citations

• BioLinker: Bottom-up exploration of protein interaction networks

  Dang, T., Murray, P. & Forbes, A., Sep 11 2017, 2017 IEEE Pacific Visualization Symposium, PacificVis 2017 - Proceedings. Wu, Y., Weiskopf, D. & Dwyer, T. (eds.). IEEE Computer Society, p. 265-269 5 p. 8031603. (IEEE Pacific Visualization Symposium).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Proteins 100%
  • Visualization 41%
  • Experiments 9%
  6 Scopus citations

• CactusTree: A tree drawing approach for hierarchical edge bundling

  Dang, T. & Forbes, A., Sep 11 2017, 2017 IEEE Pacific Visualization Symposium, PacificVis 2017 - Proceedings. Wu, Y., Weiskopf, D. & Dwyer, T. (eds.). IEEE Computer Society, p. 210-214 5 p. 8031596. (IEEE Pacific Visualization Symposium).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Visualization 100%
  11 Scopus citations

• CancerLinker: Explorations of cancer study network

  Nguyen, V., Kabir, M. Y. & Dang, T., Dec 11 2018, 2017 IEEE Visualization in Data Science, VDS 2017. Institute of Electrical and Electronics Engineers Inc., p. 39-46 8 p. 8573445. (2017 IEEE Visualization in Data Science, VDS 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Proteins 100%
  • Molecules 45%
  • Visualization 11%
  2 Scopus citations

• CHIRP: A new classifier based on composite hypercubes on iterated random projections

  Wilkinson, L., Anand, A. & Tuan, D. N., 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. Association for Computing Machinery, p. 6-14 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Classifiers 100%
  • Composite materials 82%
  • Computational complexity 76%
  27 Scopus citations

• CloudTraceViz: A visualization tool for tracing dynamic usage of cloud computing resources

  Nguyen, V. & Dang, T., Nov 2019, Proceedings of DAAC 2019: 3rd Industry/University Joint International Workshop on Data-Center Automation, Analytics, and Control - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. 8948826. (Proceedings of DAAC 2019: 3rd Industry/University Joint International Workshop on Data-Center Automation, Analytics, and Control - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Cloud Computing 100%
  • Tracing 72%
  • Visualization 63%
  • Resources 54%
  • Cloud computing 51%

• Color blind: Can you sight?

  Nguyen, N. V. T., Nguyen, V. T. & Dang, T., Jun 29 2021, IAIT 2021 - 12th International Conference on Advances in Information Technology: Intelligence and Innovation for Digital Business and Society. Association for Computing Machinery, 3471602. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Color 100%
  • Color vision 25%
  • Fruits 20%
  • Substitution reactions 17%
  • Luminance 16%
  1 Scopus citations

• ComModeler: Topic Modeling Using Community Detection

  Dang, T. & Nguyen, V. T., 2018, EuroVA 2018 - EuroVis Workshop on Visual Analytics. Fellner, D. (ed.). Eurographics Association, p. 1-5 5 p. (International Workshop on Visual Analytics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Blogs 100%
  19 Scopus citations

• Congnostics: Visual features for doubly time series plots

  Nguyen, B., Hewett, R. & Dang, T., 2020, EuroVA 2020 - EuroVis Workshop on Visual Analytics. Eurographics Association, p. 49-53 5 p. (International Workshop on Visual Analytics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  5 Scopus citations

• ContiMap: Continuous Heatmap for Large Time Series Data

  Pham, V., Nguyen, N. & Dang, T., Oct 2020, Proceedings - 2020 IEEE Visualization in Data Science, VDS 2020. Institute of Electrical and Electronics Engineers Inc., p. 42-51 10 p. 9355216. (Proceedings - 2020 IEEE Visualization in Data Science, VDS 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Display devices 88%
  • Gene expression 42%
  • Approximation algorithms 41%
  • Security of data 36%
  • Graphics processing unit 35%
  2 Scopus citations

• Creating virtual reality and augmented reality development in classroom: Is it a hype?

  Nguyen, V. T., Jung, K. & Dang, T., Dec 2019, Proceedings - 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2019. Institute of Electrical and Electronics Engineers Inc., p. 212-217 6 p. 8942272. (Proceedings - 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Augmented Reality 100%
  • Virtual Reality 91%
  • Augmented reality 56%
  • Virtual reality 47%
  • Handheld Devices 28%
  15 Scopus citations

• CVExplorer: Multidimensional Visualization for Common Vulnerabilities and Exposures

  Pham, V. & Dang, T., Jul 2 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1296-1301 6 p. 8622092. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Visualization 100%
  • National security 81%
  • Security of data 61%
  • Internet 44%
  31 Scopus citations

• DeepVix: Explaining Long Short-Term Memory Network with High Dimensional Time Series Data

  Dang, T., Van, H., Nguyen, H., Pham, V. & Hewett, R., Jul 1 2020, Proceedings of the 11th International Conference on Advances in Information Technology, IAIT 2020. Association for Computing Machinery, (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Long short-term memory 100%
  • Neural networks 52%
  • Data Science 29%
  • Deep learning 19%
  • Analytical models 18%
  8 Scopus citations

• Dronevr: A web virtual reality simulator for drone operator

  Nguyen, V. T., Jung, K. & Dang, T., Dec 2019, Proceedings - 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2019. Institute of Electrical and Electronics Engineers Inc., p. 257-262 6 p. 8942250. (Proceedings - 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Object Tracking 100%
  • Virtual Reality 96%
  • Path Planning 87%
  • Navigation 75%
  • Drones 73%
  15 Scopus citations

• DualNetView: Dual Views for Visualizing the Dynamics of Networks

  Pham, V., Nguyen, V. T. N. & Dang, T., 2020, EuroVA 2020 - EuroVis Workshop on Visual Analytics. Eurographics Association, p. 25-29 5 p. (International Workshop on Visual Analytics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Visualization 100%
  • Computer networks 66%
  • Computer systems 56%
  • Communication 32%
  2 Scopus citations

• EQSA: Earthquake Situational Analytics from Social Media

  Nguyen, H. N. & Dang, T., Oct 2019, 2019 IEEE Conference on Visual Analytics Science and Technology, VAST 2019 - Proceedings. Chang, R., Keim, D. & Maciejewski, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 142-143 2 p. 8986947. (2019 IEEE Conference on Visual Analytics Science and Technology, VAST 2019 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Social Media 100%
  • Earthquake 72%
  • Earthquakes 47%
  • Community 37%
  • Conveying 31%
  9 Scopus citations

• FinanViz: Visualizing Emerging Topics in Financial News

  Nguyen, N. V. T., Nguyen, V. T., Pham, V. & Dang, T., Jul 2 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4698-4704 7 p. 8622097. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Explosions 100%
  • Big data 95%
  5 Scopus citations

• FmFinder: Search and filter your favorite songs

  Dang, T. N., Anand, A. & Wilkinson, L., 2012, Advances in Visual Computing - 8th International Symposium, ISVC 2012, Revised Selected Papers. PART 1 ed. p. 348-358 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7431 LNCS, no. PART 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Digital storage 100%
  • Music 76%
  • Filter 70%
  • Visualization 60%
  • Recommendations 42%
  3 Scopus citations

• Fselector: Variable selection using visual features

  Dang, T., 2019, Proceedings of Graphics Interface 2019. Tagliasacchi, A. & Teather, R. J. (eds.). Canadian Information Processing Society, (Proceedings - Graphics Interface; vol. 2019-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Large dataset 100%
  • Characterization (materials science) 80%
  • Textures 73%

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

  Pham, C., Pham, V. & Dang, T., 2020, Advances in Visual Computing - 15th International Symposium, ISVC 2020, Proceedings. Bebis, G., Yin, Z., Kim, E., Bender, J., Subr, K., Kwon, B. C., Zhao, J., Kalkofen, D. & Baciu, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 248-259 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12509 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Gene Expression 100%
  • Gene expression 87%
  • Chart 79%
  • Gene 77%
  • Genes 75%
  1 Scopus citations

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

  Pham, C., Pham, V. & Dang, T., Dec 10 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2553-2562 10 p. 9377988. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Empirical Study 100%
  • Citations 98%
  • Attack 93%
  • Graph 92%
  • Network Model 27%
  4 Scopus citations

• HackerNets: Visualizing Media Conversations on Internet of Things, Big Data, and Cybersecurity

  Van, H., Nguyen, H. N., Hewett, R. & Dang, T., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3293-3302 10 p. 9006417. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Cybersecurity 100%
  • Internet of Things 94%
  • Big Data 80%
  • Security of data 76%
  • Big data 73%
  2 Scopus citations

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

  Dang, T., Nguyen, N. V. T. & Pham, V., Jul 2 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3647-3655 9 p. 8622445. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Health 100%
  • Public health 80%
  • Feedback 21%
  3 Scopus citations

• HiperJobViz: Visualizing resource allocations in high-performance computing center via multivariate health-status data

  Nguyen, N., Dang, T., Hass, J. & Chen, Y., Nov 2019, Proceedings of DAAC 2019: 3rd Industry/University Joint International Workshop on Data-Center Automation, Analytics, and Control - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 19-24 6 p. 8948738. (Proceedings of DAAC 2019: 3rd Industry/University Joint International Workshop on Data-Center Automation, Analytics, and Control - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • High Performance Computing 100%
  • Visual Analytics 84%
  • Resource Allocation 84%
  • Health Status 83%
  • Health 67%
  5 Scopus citations

• HiperViz: Interactive visualization of CPU Temperatures in High Performance Computing Centers

  Nguyen, N. & Dang, T., Jul 28 2019, Proceedings of the Practice and Experience in Advanced Research Computing: Rise of the Machines (Learning), PEARC 2019. Association for Computing Machinery, 3337959. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Program processors 100%
  • Visualization 90%
  • Temperature 47%
  • Health 43%
  • Monitoring 33%
  4 Scopus citations

• HiperVR: A Virtual Reality model for Visualizing Multidimensional Health Status of High Performance Computing Systems

  Nguyen, N., Virgen, L. & Dang, T., Jul 28 2019, Proceedings of the Practice and Experience in Advanced Research Computing: Rise of the Machines (Learning), PEARC 2019. Association for Computing Machinery, 3337958. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Virtual reality 100%
  • Health 83%
  • Monitoring 42%
  • Fans 35%
  • Program processors 32%
  1 Scopus citations

• HMaViz: Human-machine analytics for visual recommendation

  Nguyen, N. V. T., Pham, V. & Dang, T., Jun 29 2021, IAIT 2021 - 12th International Conference on Advances in Information Technology: Intelligence and Innovation for Digital Business and Society. Association for Computing Machinery, 3471601. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Visualization 100%

• IDVL Visualizes Patterns of Traffic

  Nguyen, L. & Dang, T., Jul 2 2017, 2017 IEEE Conference on Visual Analytics Science and Technology, VAST 2017 - Proceedings. Fisher, B., Liu, S. & Schreck, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 213-214 2 p. 8585709. (2017 IEEE Conference on Visual Analytics Science and Technology, VAST 2017 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Birds 100%
  • Visualization 66%
  • Navigation 32%

• Interface Design for HCI Classroom: From Learners’ Perspective

  Nguyen, H. N., Nguyen, V. T. & Dang, T., 2020, Advances in Visual Computing - 15th International Symposium, ISVC 2020, Proceedings. Bebis, G., Yin, Z., Kim, E., Bender, J., Subr, K., Kwon, B. C., Zhao, J., Kalkofen, D. & Baciu, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 545-557 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12510 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Interface Design 100%
  • Human computer interaction 51%
  • Interaction Design 48%
  • Human 46%
  • Interaction 36%
  5 Scopus citations

• IoTViz: Visualizing emerging topics in the internet of things

  Pham, V., Nguyen, V. T. & Dang, T., Jul 2 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4569-4576 8 p. 8622375. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Internet of things 100%
  • Industry 20%
  4 Scopus citations

• JobNet: 2D and 3D Visualization for Temporal and Structural Association in High-Performance Computing System

  Nguyen, N. V. T., Nguyen, H. N., Hass, J. & Dang, T., 2021, Advances in Visual Computing - 16th International Symposium, ISVC 2021, Proceedings. Bebis, G., Athitsos, V., Yan, T., Lau, M., Li, F., Shi, C., Yuan, X., Mousas, C. & Bruder, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 210-221 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13017 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 3D Visualization 100%
  • High Performance Computing 86%
  • Visualization 42%
  • Monitoring 31%
  • Health 27%
  1 Scopus citations

• JobViewer: Graph-based Visualization for Monitoring High-Performance Computing System

  Dang, T., Nguyen, N. V. T., Li, J., Sill, A., Hass, J. & Chen, Y., 2022, Proceedings - 2022 IEEE/ACM 9th International Conference on Big Data Computing, Applications and Technologies, BDCAT 2022. Institute of Electrical and Electronics Engineers Inc., p. 110-119 10 p. (Proceedings - 2022 IEEE/ACM 9th International Conference on Big Data Computing, Applications and Technologies, BDCAT 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Visualization 100%
  • High Performance 89%
  • Graph 89%
  • Monitoring 68%
  • Cluster computing 40%

• Link Prediction for Biomedical Network

  Pham, C. & Dang, T., Jun 29 2021, IAIT 2021 - 12th International Conference on Advances in Information Technology: Intelligence and Innovation for Digital Business and Society. Association for Computing Machinery, 3471608. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Proteins 100%
  • Neural networks 33%
  • Experiments 19%

• MalViz: An interactive visualization tool for tracing malware

  Nguyen, V. T., Siami Namin, A. & Dang, T., Jul 12 2018, ISSTA 2018 - Proceedings of the 27th ACM SIGSOFT International Symposium on Software Testing and Analysis. Bodden, E. & Tip, F. (eds.). Association for Computing Machinery, Inc, p. 376-379 4 p. (ISSTA 2018 - Proceedings of the 27th ACM SIGSOFT International Symposium on Software Testing and Analysis).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Malware 100%
  • Tracing 72%
  • Visualization 64%
  • Digital Forensics 23%
  • Visual Analytics 23%
  10 Scopus citations

• MonSTer: An Out-of-the-Box Monitoring Tool for High Performance Computing Systems

  Li, J., Ali, G., Nguyen, N., Hass, J., Sill, A., Dang, T. & Chen, Y., Sep 2020, Proceedings - 2020 IEEE International Conference on Cluster Computing, CLUSTER 2020. Institute of Electrical and Electronics Engineers Inc., p. 119-129 11 p. 9229641. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2020-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Monitoring 100%
  • Large scale systems 43%
  • Specifications 32%
  • Engines 32%
  • Data storage equipment 30%
  13 Scopus citations

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

  Pham, V. V. & Dang, T., Oct 2018, 2018 IEEE Conference on Visual Analytics Science and Technology, VAST 2018 - Proceedings. Chang, R., Qu, H. & Schreck, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 100-101 2 p. 8802440. (2018 IEEE Conference on Visual Analytics Science and Technology, VAST 2018 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sorting 100%
  • Agglomeration 88%
  • Visualization 78%
  7 Scopus citations

• MTSAD: Multivariate Time Series Abnormality Detection and Visualization

  Pham, V., Nguyen, N., Li, J., Hass, J., Chen, Y. & Dang, T., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3267-3276 10 p. 9006559. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Outliers 100%
  • Multivariate Time Series 95%
  • Visualization 78%
  • Prototype 71%
  • Overtime 42%
  15 Scopus citations

• MultiLayerMatrix: Visualizing Large Taxonomic Datasets

  Dang, T. N., Cui, H. & Forbes, A. G., 2016, EuroVA 2016 - EuroVis Workshop on Visual Analytics. Fellner, D. (ed.). Eurographics Association, p. 55-59 5 p. (International Workshop on Visual Analytics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Large dataset 100%
  • Taxonomies 96%
  • Scalability 74%
  • Pixels 69%
  5 Scopus citations

• MultiProjector: Temporal Projection for Multivariates Time Series

  Dang, T. & Nguyen, N. V. T., 2022, Advances in Visual Computing - 17th International Symposium, ISVC 2022, Proceedings. Bebis, G., Li, B., Yao, A., Liu, Y., Duan, Y., Lau, M., Khadka, R., Crisan, A. & Chang, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 91-102 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13598 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Clustering algorithms 100%
  • Time series 98%
  • Scalability 89%
  • Projection 81%
  • Prototype 60%

• Multi-resolution analysis for vector plots of time series data

  Nguyen, B., Hewett, R. & Dang, T., 2021, EuroVA 2021 - EuroVis Workshop on Visual Analytics. Fellner, D. & Fellner, D. (eds.). Eurographics Association, p. 55-59 5 p. (International Workshop on Visual Analytics; vol. 2021-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Multiresolution analysis 100%
  • Spatial distribution 42%
  • Visualization 29%

• NetScatter: Visual analytics of multivariate time series with a hybrid of dynamic and static variable relationships

  Nguyen, B. D. Q., Hewett, R. & Dang, T., Apr 2021, Proceedings - 2021 IEEE 14th Pacific Visualization Symposium, PacificVis 2021. IEEE Computer Society, p. 51-60 10 p. 9438785. (IEEE Pacific Visualization Symposium; vol. 2021-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Display devices 44%
  • Data Analytics 31%
  • Dimensionality reduction 31%
  • Big data 26%
  2 Scopus citations

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

  Pham, V. & Dang, T., Oct 2019, 2019 IEEE Visualization in Data Science, VDS 2019. Institute of Electrical and Electronics Engineers Inc., p. 29-37 9 p. 8973379. (2019 IEEE Visualization in Data Science, VDS 2019; vol. 2019-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Data acquisition 98%
  7 Scopus citations

• OutViz: Visualizing the Outliers of Multivariate Time Series

  Gonzalez, J. & Dang, T., Jun 29 2021, IAIT 2021 - 12th International Conference on Advances in Information Technology: Intelligence and Innovation for Digital Business and Society. Association for Computing Machinery, 3471606. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Analytics 21%
  • Dimensionality reduction 21%
  • Anomaly detection 20%
  • Carbon dioxide 17%
  • Visualization 14%
  2 Scopus citations

• Piacan: Pathway integration and analysis of cancer networks

  Quintana, A., Nguyen, V., Dang, T. & Crasto, C., 2020, BIOINFORMATICS 2020 - 11th International Conference on Bioinformatics Models, Methods and Algorithms, Proceedings; Part of 13th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2020. De Maria, E., Fred, A. & Gamboa, H. (eds.). SciTePress, p. 246-252 7 p. (BIOINFORMATICS 2020 - 11th International Conference on Bioinformatics Models, Methods and Algorithms, Proceedings; Part of 13th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Genes 100%
  • Tissue 44%
  • Genomics 36%
  • Merging 34%
  • Blood-Brain Barrier 30%

• PixSearcher: Searching similar images in large image collections through pixel descriptors

  Dang, T. N. & Wilkinson, L., 2014, Advances in Visual Computing - 10th International Symposium, ISVC 2014, Proceedings. Bebis, G., Boyle, R., Parvin, B., Koracin, D., McMahan, R., Jerald, J., Zhang, H., Drucker, S. M., Chandra, K., Maha, E. C., Deng, Z. & Carlson, M. (eds.). Springer-Verlag, p. 726-735 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8888).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Retrieval 100%
  • Pixel 98%
  • Image Database 96%
  • Descriptors 95%
  • Oceanography 63%
  3 Scopus citations

• Predict Saturated Thickness using TensorBoard Visualization

  Nguyen, V. T., Dang, T. & Jin, F., 2018, EnvirVis 2018 - Workshop on Visualisation in Environmental Sciences. Fellner, D. (ed.). The Eurographics Association, p. 35-39 5 p. (EnvirVis 2018 - Workshop on Visualisation in Environmental Sciences).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Aquifers 100%
  • visualization 63%
  • Visualization 59%
  • aquifer 56%
  • Long short-term memory 44%
  8 Scopus citations

• RadarViewer: Visualizing the dynamics of multivariate data

  Nguyen, N., Hass, J., Chen, Y., Li, J., Sill, A. & Dang, T., Jul 26 2020, PEARC 2020 - Practice and Experience in Advanced Research Computing 2020: Catch the Wave. Association for Computing Machinery, p. 555-556 2 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  3 Scopus citations

• RDNet: Deep Learning Model for Predicting pH H₂0 and pH_KClfrom Soil Vis-NIR Spectra

  Pham, V., Weindorf, D. C. & Dang, T., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3436-3445 10 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Infrared 100%
  • Deep Learning 94%
  • Soil 79%
  • Learning Model 78%
  • Machine Learning 71%
  1 Scopus citations

• Real-time Sound Visualization via Multidimensional Clustering and Projections

  Le, N., Nguyen, N. V. T. & Dang, T., Jun 29 2021, IAIT 2021 - 12th International Conference on Advances in Information Technology: Intelligence and Innovation for Digital Business and Society. Association for Computing Machinery, 3471604. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Acoustic waves 100%
  • Visualization 97%
  • Dimensionality reduction 23%
  • Speech recognition 19%