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Keyword

contaminated data

Description: Data made unreliable or harmful by errors, pollution, unwanted content, or other forms of corruption.
OpenAlex ID: keywords/data-contamination
A Survey of Outlier Detection Methodologies
2004 · Victoria J. Hodge, Jim Austin · Artificial Intelligence Review · 3,587
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A Distribution-Free Theory of Nonparametric Regression
2002 · László Györfi, Michael Kohler, et al. · Springer series in statistics · 1,739
High Breakdown-Point and High Efficiency Robust Estimates for Regression
1987 · Victor J. Yohai · The Annals of Statistics · 1,647
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ROBPCA: A New Approach to Robust Principal Component Analysis
2005 · Mia Hubert, Peter J Rousseeuw, et al. · Technometrics · 1,045
Robust Regression by Means of S-Estimators
1984 · P. Rousseeuw, V. Yohai · Lecture notes in statistics · 975
Simulation-Extrapolation Estimation in Parametric Measurement Error Models
1994 · J. R. Cook, L. A. Stefanski · Journal of the American Statistical Association · 794
Minimum Hellinger Distance Estimates for Parametric Models
1977 · Rudolf Beran · The Annals of Statistics · 741
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CFHTLenS: the Canada–France–Hawaii Telescope Lensing Survey
2012 · Catherine Heymans, Ludovic Van Waerbeke, et al. · Monthly Notices of the Royal Astronomical Society · 717
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On the Concept of Depth for Functional Data
2009 · Sara López-Pintado, Juan Romo · Journal of the American Statistical Association · 553
BACON: blocked adaptive computationally efficient outlier nominators
2000 · Nedret Billor, Ali S. Hadi, et al. · Computational Statistics & Data Analysis · 547
Robust Estimates of Location and Dispersion for High-Dimensional Datasets
2002 · Ricardo A Maronna, Ruben H Zamar · Technometrics · 406
On the growth-curve method for calibrating stellar photometry with CCDs
1990 · Peter B. Stetson · Publications of the Astronomical Society of the Pacific · 358
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The super-efficiency procedure for outlier identification, not for ranking efficient units
2005 · Rajiv D. Banker, Hsihui Chang · European Journal of Operational Research · 343
Identification and Robustness with Contaminated and Corrupted Data
1995 · Joel L. Horowitz, Charles F. Manski · Econometrica · 337
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents
2023 · Weiwei Sun, Lingyong Yan, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 269
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Reliability Theory: With Applications to Preventive Maintenance
2000 · Ilya Gertsbakh · CERN Document Server (European Organization for Nuclear Research) · 265
Binary Regression Models for Contaminated Data
1988 · J. B. Copas · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 262
Deconvolution Problems in Nonparametric Statistics
2009 · Alexander Meister · Lecture notes in statistics · 246
A Variational Method for the Analysis of Three-Dimensional Wind Fields from Two Doppler Radars
1999 · Jidong Gao, Ming Xue, et al. · Monthly Weather Review · 243
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RETRACTED: The application and challenges of ChatGPT in educational transformation: New demands for teachers' roles
2024 · Hao Yu · Heliyon · 225
Fitting the ratcliff diffusion model to experimental data
2007 · Joachim Vandekerckhove, Francis Tuerlinckx · Psychonomic Bulletin & Review · 218
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Robustness Properties of Inequality Measures
1996 · Frank A. Cowell, Maria-Pia Victoria-Feser · Econometrica · 215
Fast and robust discriminant analysis
2002 · Mia Hubert, Katrien Van Driessen · Computational Statistics & Data Analysis · 212
Large Language Models are Few-shot Testers: Exploring LLM-based General Bug Reproduction
2023 · Sungmin Kang, Juyeon Yoon, et al. · IEEE/ACM International Conference on Software Engineering (ICSE) · 203
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The Conditional Predictive Ordinate for the Normal Distribution
1990 · L. I. Pettit · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 199
Works count: 2,614
Citation count: 34,280
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