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2020 – today
- 2024
[c7]Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang:
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. EDBT 2024: 129-142- 2023
- [i3]Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang:
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. CoRR abs/2310.02540 (2023) - 2022
- [j2]Jinglin Peng, Weiyuan Wu, Jing Nathan Yan, Danrui Qi, Jeffrey M. Rzeszotarski, Jiannan Wang:
User Interfaces for Exploratory Data Analysis: A Survey of Open-Source and Commercial Tools. IEEE Data Eng. Bull. 45(3): 116-128 (2022) - [c6]Jinglin Peng, Bolin Ding, Jiannan Wang, Kai Zeng, Jingren Zhou:
One Size Does Not Fit All: A Bandit-Based Sampler Combination Framework with Theoretical Guarantees. SIGMOD Conference 2022: 531-544 - 2021
- [j1]Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu:
Explaining Inference Queries with Bayesian Optimization. Proc. VLDB Endow. 14(11): 2576-2585 (2021) - [c5]Jinglin Peng, Weiyuan Wu, Brandon Lockhart, Song Bian
, Jing Nathan Yan, Linghao Xu, Zhixuan Chi, Jeffrey M. Rzeszotarski, Jiannan Wang:
DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python. SIGMOD Conference 2021: 2271-2280 - [i2]Brandon Lockhart, Jinglin Peng, Weiyuan Wu, Jiannan Wang, Eugene Wu:
Explaining Inference Queries with Bayesian Optimization. CoRR abs/2102.05308 (2021) - [i1]Jinglin Peng, Weiyuan Wu, Brandon Lockhart, Song Bian, Jing Nathan Yan, Linghao Xu, Zhixuan Chi, Jeffrey M. Rzeszotarski, Jiannan Wang:
DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python. CoRR abs/2104.00841 (2021)
2010 – 2019
- 2018
- [c4]Jinglin Peng, Dongxiang Zhang, Jiannan Wang, Jian Pei:
AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics. SIGMOD Conference 2018: 1477-1492 - 2016
- [c3]Jinglin Peng, Hongzhi Wang, Jianzhong Li, Hong Gao:
Set-based Similarity Search for Time Series. SIGMOD Conference 2016: 2039-2052
2000 – 2009
- 2006
- [c2]Shutao Li, Jinglin Peng, James T. Kwok, Jing Zhang:
Multimodal Registration using the Discrete Wavelet Frame Transform. ICPR (3) 2006: 877-880 - [c1]Shutao Li, Shengchu Deng, Jinglin Peng:
A Comparison of Similarity Measures for 2D Rigid MR Image Registration Using Wavelet Transform. PSIVT 2006: 270-279
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