Sana Malik

According to our database, Sana Malik authored at least 30 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SpotLight: Visual Insight Recommendation.

Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Visual Insight Recommendation: From Ranking Insight Visualizations to Insight Types.

Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Personalized Visualization Recommendation.

Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Nesreen K. Ahmed

ACM Trans. Web, 2022

An Evaluation-Focused Framework for Visualization Recommendation Algorithms.

Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle

IEEE Trans. Vis. Comput. Graph., 2022

2021

"Just Follow the Lights": A Ubiquitous Framework for Low-Cost, Mixed Fidelity Navigation in Indoor Built Environments.

Philip Dasler, Sana Malik, Matthew Louis Mauriello

Int. J. Hum. Comput. Stud., 2021

Insight-centric Visualization Recommendation.

Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao

CoRR, 2021

Generating Accurate Caption Units for Figure Captioning.

Xin Qian, Eunyee Koh, Fan Du, Sungchul Kim, Joel Chan, Ryan A. Rossi, Sana Malik, Tak Yeon Lee

Proceedings of the WWW '21: The Web Conference 2021, 2021

Learning to Recommend Visualizations from Data.

Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data.

Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan

CoRR, 2020

Designing Tools for Semi-Automated Detection of Machine Learning Biases: An Interview Study.

Po-Ming Law, Sana Malik, Fan Du, Moumita Sinha

CoRR, 2020

The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias.

Po-Ming Law, Sana Malik, Fan Du, Moumita Sinha

Proceedings of the 45th Graphics Interface Conference 2020, 2020

Designing an Interactive Dashboard for Automated Cloud Resource Management.

Sana Malik, Kanak Mahadik

Proceedings of the Workshop on Automation Experience across Domains, 2020

Interactive Event Sequence Prediction for Marketing Analysts.

Fan Du, Shunan Guo, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2019

MAQUI: Interweaving Queries and Pattern Mining for Recursive Event Sequence Exploration.

Po-Ming Law, Zhicheng Liu, Sana Malik, Rahul C. Basole

IEEE Trans. Vis. Comput. Graph., 2019

DeepCompare: Visual and Interactive Comparison of Deep Learning Model Performance.

Sugeerth Murugesan, Sana Malik, Fan Du, Eunyee Koh, Tuan Manh Lai

IEEE Computer Graphics and Applications, 2019

Visualizing Uncertainty and Alternatives in Event Sequence Predictions.

Shunan Guo, Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Personalizable and Interactive Sequence Recommender System.

Fan Du, Sana Malik, Georgios Theocharous, Eunyee Koh

Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

Interactive Campaign Planning for Marketing Analysts.

Fan Du, Sana Malik, Eunyee Koh, Georgios Theocharous

Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

Coping with Volume and Variety in Temporal Event Sequences: Strategies for Sharpening Analytic Focus.

Fan Du, Ben Shneiderman, Catherine Plaisant, Sana Malik, Adam Perer

IEEE Trans. Vis. Comput. Graph., 2017

WimNet: Vision Search for Web Logs.

Sungchul Kim, Sana Malik, Nedim Lipka, Eunyee Koh

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

popHistory: Animated Visualization of Personal Web Browsing History.

Matthew Carrasco, Eunyee Koh, Sana Malik

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

A Visual Analytics Approach to Comparing Cohorts of Event Sequences.

Sana Malik

PhD thesis, 2016

High-Volume Hypothesis Testing: Systematic Exploration of Event Sequence Comparisons.

Sana Malik, Ben Shneiderman, Fan Du, Catherine Plaisant, Margrét V. Bjarnadóttir

ACM Trans. Interact. Intell. Syst., 2016

Simplifying Overviews of Temporal Event Sequences.

Matthew Louis Mauriello, Ben Shneiderman, Fan Du, Sana Malik, Catherine Plaisant

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

High-Volume Hypothesis Testing for Large-Scale Web Log Analysis.

Sana Malik, Eunyee Koh

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

Visual Analysis of Topical Evolution in Unstructured Text: Design and Evaluation of TopicFlow.

Alison Smith, Sana Malik, Ben Shneiderman

Proceedings of the Applications of Social Media and Social Network Analysis, 2015

Cohort Comparison of Event Sequences with Balanced Integration of Visual Analytics and Statistics.

Sana Malik, Fan Du, Megan Monroe, Eberechukwu Onukwugha, Catherine Plaisant, Ben Shneiderman

Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

2013

A reliable checkpoint storage strategy for grid.

Sana Malik, Babar Nazir, Kalim Qureshi, Imran Ali Khan

Computing, 2013

Part-of-speech tagging of program identifiers for improved text-based software engineering tools.

Samir Gupta, Sana Malik, Lori L. Pollock, K. Vijay-Shanker

Proceedings of the IEEE 21st International Conference on Program Comprehension, 2013

TopicFlow: visualizing topic alignment of Twitter data over time.

Sana Malik, Alison Smith, Timothy Hawes, Panagis Papadatos, Jianyu Li, Cody Dunne, Ben Shneiderman

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013