Sha Lu

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All published works

Action	Title	Year	Authors
+	LogDP: Combining Dependency and Proximity for Log-based Anomaly Detection	2021	Yongzheng Xie Hongyu Zhang Bo Zhang Muhammad Ali Babar Sha Lu
+ PDF Chat	LogDP: Combining Dependency and Proximity for Log-Based Anomaly Detection	2021	Yongzheng Xie Hongyu Zhang Bo Zhang Muhammad Ali Babar Sha Lu
+	Dependency-based Anomaly Detection: Framework, Methods and Benchmark	2020	Sha Lu Lin Liu Jiuyong Li Thuc Duy Le Jixue Liu

Common Coauthors

Coauthor	Papers Together
Hongyu Zhang	2
Yongzheng Xie	2
Muhammad Ali Babar	2
Bo Zhang	2
Lin Liu	1
Jiuyong Li	1
Jixue Liu	1
Thuc Duy Le	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Logram: Efficient Log Parsing Using n-Gram Dictionaries	2020	Hetong Dai Heng Li Che Shao Chen Weiyi Shang Tse-Hsun Chen	2
+	Quantile Regression Forests	2006	Nicolai Meinshausen	1
+	Interpreting and Unifying Outlier Scores	2011	Hans‐Peter Kriegel Peer Kröger Erich Schubert Arthur Zimek	1
+	<i>Outliers in Statistical Data</i>	1979	V. Barnett T. Lewis Francine Abeles	1
+ PDF Chat	Angle-based outlier detection in high-dimensional data	2008	Hans‐Peter Kriegel Matthias Schubert Arthur Zimek	1
+	A survey on unsupervised outlier detection in high‐dimensional numerical data	2012	Arthur Zimek Erich Schubert Hans‐Peter Kriegel	1
+	Robustness of random forests for regression	2012	Marie-Hélène Roy Denis Larocque	1
+	LoOP	2009	Hans‐Peter Kriegel Peer Kröger Erich Schubert Arthur Zimek	1
+ PDF Chat	Outlier Detection in Arbitrarily Oriented Subspaces	2012	Hans‐Peter Kriegel Peer Kröger Erich Schubert Arthur Zimek	1
+	Ridge Regression: Biased Estimation for Nonorthogonal Problems	2000	Arthur E. Hoerl Robert W. Kennard	1
+	Feature bagging for outlier detection	2005	Aleksandar Lazarević Vipin Kumar	1
+	Regularization Paths for Generalized Linear Models via Coordinate Descent.	2010	Jerome H. Friedman Trevor Hastie Rob Tibshirani	1
+	Theoretical Foundations and Algorithms for Outlier Ensembles	2015	Charų C. Aggarwal Saket Sathe	1
+	Misc Functions of the Department of Statistics, ProbabilityTheory Group (Formerly: E1071), TU Wien	2015	David Meyer Evgenia Dimitriadou Kurt Hornik Andreas Weingessel Friedrich Leisch	1
+ PDF Chat	A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data	2009	Ke Zhang Marcus Hütter Huidong Jin	1
+	Learning Bayesian Networks with the<b>bnlearn</b><i>R</i>Package	2010	Marco Scutari	1
+	Efficient algorithms for mining outliers from large data sets	2000	Sridhar Ramaswamy Rajeev Rastogi Kyuseok Shim	1
+	Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation	2010	Constantin Aliferis Alexander Statnikov Ioannis Tsamardinos Subramani Mani Xenofon Koutsoukos	1
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	1
+ PDF Chat	Converting Output Scores from Outlier Detection Algorithms into Probability Estimates	2006	Jing Gao Pang‐Ning Tan	1
+	Outliers in Statistical Data.	1995	Anthony C. Atkinson V. Barnett T. Lewis	1
+	A Meta-Analysis of the Anomaly Detection Problem	2015	Andrew Emmott Shubhomoy Das Thomas G. Dietterich Alan Fern Weng‐Keen Wong	1
+	Forest-type Regression with General Losses and Robust Forest	2017	Alexander Hanbo Li Andrew J Martin	1
+	A Unified View of Causal and Non-causal Feature Selection	2018	Kui Yu Lin Liu Jiuyong Li	1
+	Concave Penalized Estimation of Sparse Gaussian Bayesian Networks	2014	Bryon Aragam Qing Zhou	1
+	FSinR: an exhaustive package for feature selection	2020	Francisco Aragón-Royón Alfonso Jiménez-Vílchez Antonio Araúzo-Azofra José M. Benítez	1
+	Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics	2020	Shilin He Jieming Zhu Pinjia He Michael R. Lyu	1
+ PDF Chat	Feature Selection: A Data Perspective	2017	Jundong Li Kewei Cheng Suhang Wang Fred Morstatter Robert P. Treviño Jiliang Tang Huan Liu	1
+	Log-based Anomaly Detection Without Log Parsing	2021	Van-Hoang Le Hongyu Zhang	1
+ PDF Chat	Log-based Anomaly Detection Without Log Parsing	2021	Van-Hoang Le Hongyu Zhang	1
+	Robust regression trees based on M-estimators	2013	Giuliano Galimberti Marilena Pillati Gabriele Soffritti	1
+ PDF Chat	A decomposition of the outlier detection problem into a set of supervised learning problems	2015	Heiko Paulheim Robert Meusel	1