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Sana Malik
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Cohort comparison of event sequences with balanced integration of visual analytics and statistics
S Malik, F Du, M Monroe, E Onukwugha, C Plaisant, B Shneiderman
Proceedings of the 20th International Conference on Intelligent User …, 2015
1152015
Coping with volume and variety in temporal event sequences: Strategies for sharpening analytic focus
F Du, B Shneiderman, C Plaisant, S Malik, A Perer
IEEE transactions on visualization and computer graphics 23 (6), 1636-1649, 2016
1112016
Part-of-speech tagging of program identifiers for improved text-based software engineering tools
S Gupta, S Malik, L Pollock, K Vijay-Shanker
2013 21st International Conference on Program Comprehension (ICPC), 3-12, 2013
1012013
Topicflow: visualizing topic alignment of twitter data over time
S Malik, A Smith, T Hawes, P Papadatos, J Li, C Dunne, B Shneiderman
Proceedings of the 2013 IEEE/ACM international conference on advances in …, 2013
672013
Visualizing Uncertainty and Alternatives in Event Sequence Predictions
S Guo, F Du, S Malik, E Koh, S Kim, Z Liu, D Kim, H Zha, N Cao
522019
DeepCompare: Visual and Interactive Comparison of Deep Learning Model Performance
S Murugesan, S Malik, F Du, E Koh, TM Lai
IEEE computer graphics and applications 39 (5), 47-59, 2019
472019
High-volume hypothesis testing: Systematic exploration of event sequence comparisons
S Malik, B Shneiderman, F Du, C Plaisant, M Bjarnadottir
ACM Transactions on Interactive Intelligent Systems (TiiS) 6 (1), 1-23, 2016
432016
Learning to Recommend Visualizations from Data
X Qian, RA Rossi, F Du, S Kim, E Koh, S Malik, TY Lee, J Chan
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
412021
MAQUI: Interweaving Queries and Pattern Mining for Recursive Event Sequence Exploration
PM Law, Z Liu, S Malik, RC Basole
IEEE transactions on visualization and computer graphics 25 (1), 396-406, 2018
362018
An Evaluation-Focused Framework for Visualization Recommendation Algorithms
Z Zeng, P Moh, F Du, J Hoffswell, TY Lee, S Malik, E Koh, L Battle
IEEE Transactions on Visualization and Computer Graphics 28 (1), 346-356, 2021
352021
Generating Accurate Caption Units for Figure Captioning
X Qian, E Koh, F Du, S Kim, J Chan, RA Rossi, S Malik, TY Lee
Proceedings of the Web Conference 2021, 2792-2804, 2021
332021
Personalized visualization recommendation
X Qian, RA Rossi, F Du, S Kim, E Koh, S Malik, TY Lee, NK Ahmed
ACM Transactions on the Web (TWEB) 16 (3), 1-47, 2022
212022
Simplifying overviews of temporal event sequences
ML Mauriello, B Shneiderman, F Du, S Malik, C Plaisant
Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors …, 2016
192016
Understanding Adherence and Prescription Patterns Using Large-Scale Claims Data
MV Bjarnadóttir, S Malik, E Onukwugha, T Gooden, C Plaisant
PharmacoEconomics 34 (2), 169-179, 2016
192016
An evaluation of visual analytics approaches to comparing cohorts of event sequences
S Malik, F Du, M Monroe, E Onukwugha, C Plaisant, B Shneiderman
EHRVis Workshop on Visualizing Electronic Health Record Data at VIS 14, 2014
182014
popHistory: Animated Visualization of Personal Web Browsing History
M Carrasco, E Koh, S Malik
Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors …, 2017
172017
Visual analysis of topical evolution in unstructured text: Design and evaluation of topicflow
A Smith, S Malik, B Shneiderman
Applications of Social Media and Social Network Analysis, 159-175, 2015
172015
Designing Tools for Semi-Automated Detection of Machine Learning Biases: An Interview Study
PM Law, S Malik, F Du, M Sinha
arXiv preprint arXiv:2003.07680, 2020
152020
Personalizable and interactive sequence recommender system
F Du, S Malik, G Theocharous, E Koh
Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing …, 2018
152018
Insight-centric Visualization Recommendation
C Harris, RA Rossi, S Malik, J Hoffswell, F Du, TY Lee, E Koh, H Zhao
arXiv preprint arXiv:2103.11297, 2021
132021
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