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2020 – today
- 2023
[c19]Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao:
Visual Insight Recommendation: From Ranking Insight Visualizations to Insight Types. IEEE Big Data 2023: 1716-1725- [c18]Camille Harris
, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao:
SpotLight: Visual Insight Recommendation. WWW (Companion Volume) 2023: 19-23 - 2022
- [j8]Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle:
An Evaluation-Focused Framework for Visualization Recommendation Algorithms. IEEE Trans. Vis. Comput. Graph. 28(1): 346-356 (2022) - [j7]Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Nesreen K. Ahmed:
Personalized Visualization Recommendation. ACM Trans. Web 16(3): 11:1-11:47 (2022) - [c17]Zhuohao Zhang, Sana Malik, Shunan Guo, Jane Hoffswell, Ryan A. Rossi, Fan Du, Eunyee Koh:
Understanding Business Analysts' Needs for Data Report Authoring. EuroVA@EuroVis 2022: 31-35 - [c16]Zhuohao Zhang, Sana Malik, Shunan Guo, Jane Hoffswell, Ryan A. Rossi, Fan Du, Eunyee Koh:
CODAS: Integrating Business Analytics and Report Authoring. EuroVA@EuroVis 2022: 67-71 - 2021
- [j6]Philip Dasler, Sana Malik, Matthew Louis Mauriello:
"Just Follow the Lights": A Ubiquitous Framework for Low-Cost, Mixed Fidelity Navigation in Indoor Built Environments. Int. J. Hum. Comput. Stud. 155: 102692 (2021) - [c15]Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan:
Learning to Recommend Visualizations from Data. KDD 2021: 1359-1369 - [c14]Xin Qian, Eunyee Koh, Fan Du, Sungchul Kim, Joel Chan, Ryan A. Rossi, Sana Malik, Tak Yeon Lee:
Generating Accurate Caption Units for Figure Captioning. WWW 2021: 2792-2804 - [i6]Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Nesreen K. Ahmed:
Personalized Visualization Recommendation. CoRR abs/2102.06343 (2021) - [i5]Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao:
Insight-centric Visualization Recommendation. CoRR abs/2103.11297 (2021) - [i4]Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle:
An Evaluation-Focused Framework for Visualization Recommendation Algorithms. CoRR abs/2109.02706 (2021) - 2020
- [c13]Fan Du, Shunan Guo, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu:
Interactive Event Sequence Prediction for Marketing Analysts. CHI Extended Abstracts 2020: 1-8 - [c12]Sana Malik, Kanak Mahadik:
Designing an Interactive Dashboard for Automated Cloud Resource Management. AutomationXP@CHI 2020 - [c11]Po-Ming Law, Sana Malik, Fan Du, Moumita Sinha:
The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias. Graphics Interface 2020: 299-307 - [i3]Po-Ming Law, Sana Malik, Fan Du, Moumita Sinha:
Designing Tools for Semi-Automated Detection of Machine Learning Biases: An Interview Study. CoRR abs/2003.07680 (2020) - [i2]Po-Ming Law, Sana Malik, Fan Du, Moumita Sinha:
The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias. CoRR abs/2004.12388 (2020) - [i1]Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan:
ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data. CoRR abs/2009.12316 (2020)
2010 – 2019
- 2019
- [j5]Sugeerth Murugesan, Sana Malik, Fan Du, Eunyee Koh, Tuan Manh Lai:
DeepCompare: Visual and Interactive Comparison of Deep Learning Model Performance. IEEE Computer Graphics and Applications 39(5): 47-59 (2019) - [j4]Po-Ming Law, Zhicheng Liu, Sana Malik, Rahul C. Basole:
MAQUI: Interweaving Queries and Pattern Mining for Recursive Event Sequence Exploration. IEEE Trans. Vis. Comput. Graph. 25(1): 396-406 (2019) - [c10]Shunan Guo, Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao:
Visualizing Uncertainty and Alternatives in Event Sequence Predictions. CHI 2019: 573 - 2018
- [c9]Fan Du, Sana Malik, Eunyee Koh, Georgios Theocharous:
Interactive Campaign Planning for Marketing Analysts. CHI Extended Abstracts 2018 - [c8]Fan Du, Sana Malik, Georgios Theocharous, Eunyee Koh:
Personalizable and Interactive Sequence Recommender System. CHI Extended Abstracts 2018 - 2017
- [j3]Fan Du, Ben Shneiderman, Catherine Plaisant, Sana Malik, Adam Perer:
Coping with Volume and Variety in Temporal Event Sequences: Strategies for Sharpening Analytic Focus. IEEE Trans. Vis. Comput. Graph. 23(6): 1636-1649 (2017) - [c7]Matthew Carrasco, Eunyee Koh, Sana Malik:
popHistory: Animated Visualization of Personal Web Browsing History. CHI Extended Abstracts 2017: 2429-2436 - [c6]Sungchul Kim, Sana Malik, Nedim Lipka, Eunyee Koh:
WimNet: Vision Search for Web Logs. WWW (Companion Volume) 2017: 803-804 - 2016
- [b1]Sana Malik:
A Visual Analytics Approach to Comparing Cohorts of Event Sequences. University of Maryland, College Park, MD, USA, 2016 - [j2]Sana Malik, Ben Shneiderman, Fan Du, Catherine Plaisant, Margrét V. Bjarnadóttir:
High-Volume Hypothesis Testing: Systematic Exploration of Event Sequence Comparisons. ACM Trans. Interact. Intell. Syst. 6(1): 9:1-9:23 (2016) - [c5]Sana Malik, Eunyee Koh:
High-Volume Hypothesis Testing for Large-Scale Web Log Analysis. CHI Extended Abstracts 2016: 1583-1590 - [c4]Matthew Louis Mauriello, Ben Shneiderman, Fan Du, Sana Malik, Catherine Plaisant:
Simplifying Overviews of Temporal Event Sequences. CHI Extended Abstracts 2016: 2217-2224 - 2015
- [c3]Sana Malik, Fan Du, Megan Monroe, Eberechukwu Onukwugha, Catherine Plaisant, Ben Shneiderman:
Cohort Comparison of Event Sequences with Balanced Integration of Visual Analytics and Statistics. IUI 2015: 38-49 - [p1]Alison Smith, Sana Malik, Ben Shneiderman:
Visual Analysis of Topical Evolution in Unstructured Text: Design and Evaluation of TopicFlow. Applications of Social Media and Social Network Analysis 2015: 159-175 - 2013
- [j1]Sana Malik, Babar Nazir, Kalim Qureshi, Imran Ali Khan:
A reliable checkpoint storage strategy for grid. Computing 95(7): 611-632 (2013) - [c2]Sana Malik, Alison Smith, Timothy Hawes, Panagis Papadatos, Jianyu Li, Cody Dunne, Ben Shneiderman:
TopicFlow: visualizing topic alignment of Twitter data over time. ASONAM 2013: 720-726 - [c1]Samir Gupta, Sana Malik, Lori L. Pollock, K. Vijay-Shanker:
Part-of-speech tagging of program identifiers for improved text-based software engineering tools. ICPC 2013: 3-12
Coauthor Index
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