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1

Guest Editors' Introduction: On Applied Research in Machine Learning

Foster Provost, Ron Kohavi

Journal:

Machine Learning

Year:

1998

Language:

english

File:

PDF, 101 KB

english, 1998

2

Wrappers for feature subset selection

Ron Kohavi, George H. John

Journal:

Artificial Intelligence

Year:

1997

Language:

english

File:

PDF, 3.85 MB

english, 1997

3

An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants

Eric Bauer, Ron Kohavi

Journal:

Machine Learning

Year:

1999

Language:

english

File:

PDF, 793 KB

english, 1999

4

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Ramping Experiment Exposure: Trading Off Speed, Quality, and Risk

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 123 KB

english, 2020

5

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || References

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 221 KB

english, 2020

6

Controlled experiments on the web: survey and practical guide

Ron Kohavi, Roger Longbotham, Dan Sommerfield, Randal M. Henne

Journal:

Data Mining and Knowledge Discovery

Year:

2009

Language:

english

File:

PDF, 860 KB

english, 2009

7

Data Mining Using a Machine Learning Library in C++

Kohavi, Ron, Sommerfield, Dan, Dougherty, James

Journal:

International Journal of Artificial Intelligence Tools

Year:

1997

Language:

english

File:

PDF, 2.74 MB

english, 1997

8

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Instrumentation

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 50 KB

english, 2020

9

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Twymanâs Law and Experimentation Trustworthiness

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 412 KB

english, 2020

10

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || The Statistics behind Online Controlled Experiments

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 244 KB

english, 2020

11

Lessons and Challenges from Mining Retail E-Commerce Data

Ron Kohavi, Llew Mason, Rajesh Parekh, Zijian Zheng

Journal:

Machine Learning

Year:

2004

Language:

english

File:

PDF, 614 KB

english, 2004

12

[ACM Press the 20th ACM SIGKDD international conference - New York, New York, USA (2014.08.24-2014.08.27)] Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '14 - Seven rules of thumb for web site experimenters

Kohavi, Ron, Deng, Alex, Longbotham, Roger, Xu, Ya

Year:

2014

Language:

english

File:

PDF, 1.57 MB

english, 2014

13

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Organizational Metrics

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 147 KB

english, 2020

14

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Scaling Experiment Analyses

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 61 KB

english, 2020

15

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Introduction and Motivation

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 1.08 MB

english, 2020

16

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Observational Causal Studies

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 423 KB

english, 2020

17

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Sample Ratio Mismatch and Other Trust-Related Guardrail Metrics

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 113 KB

english, 2020

18

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Introductory Topics for Everyone

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

File:

PDF, 19 KB

2020

19

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Metrics for Experimentation and the Overall Evaluation Criterion

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 84 KB

english, 2020

20

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Advanced Topics for Analyzing Experiments

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 31 KB

english, 2020

21

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Complementary Techniques

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 137 KB

english, 2020

22

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Triggering for Improved Sensitivity

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 193 KB

english, 2020

23

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Experimentation Platform and Culture

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 376 KB

english, 2020

24

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Running and Analyzing Experiments

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 606 KB

english, 2020

25

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Advanced Topics for Building an Experimentation Platform

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 28 KB

english, 2020

26

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Leakage and Interference between Variants

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 156 KB

english, 2020

27

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Speed Matters

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 252 KB

english, 2020

28

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Client-Side Experiments

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 75 KB

english, 2020

29

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Measuring Long-Term Treatment Effects

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 282 KB

english, 2020

30

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Preface

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 39 KB

english, 2020

31

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Complementary and Alternative Techniques to Controlled Experiments

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 27 KB

english, 2020

32

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || The A/A Test

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 216 KB

english, 2020

33

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Ethics in Controlled Experiments

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 77 KB

english, 2020

34

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Variance Estimation and Improved Sensitivity: Pitfalls and Solutions

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 141 KB

english, 2020

35

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Institutional Memory and Meta-Analysis

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 57 KB

english, 2020

36

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Selected Topics for Everyone

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 29 KB

english, 2020

37

Trustworthy Online Controlled Experiments (A Practical Guide to A/B Testing) || Choosing a Randomization Unit

Kohavi, Ron, Tang, Diane, Xu, Ya

Year:

2020

Language:

english

File:

PDF, 56 KB

english, 2020

38

Enzymatic degradation of collagen-guided tissue regeneration membranes by periodontal bacteria

Michael N. Sela, David Kohavi, Emanuela Krausz, Doron Steinberg, Graciela Rosen

Journal:

Clinical Oral Implants Research

Year:

2003

Language:

english

File:

PDF, 150 KB

english, 2003

39

Checking experiments for sequential machines

Z. Kohavi, J.A. Rivierre, I. Kohavi

Journal:

Information Sciences

Year:

1974

Language:

english

File:

PDF, 1.01 MB

english, 1974

40

Applications of Data Mining to Electronic Commerce

Ron Kohavi, Foster Provost

Journal:

Data Mining and Knowledge Discovery

Year:

2001

Language:

english

File:

PDF, 24 KB

english, 2001

41

Web Mining

Ron Kohavi, Brij Masand, Myra Spiliopoulou, Jaideep Srivastava

Journal:

Data Mining and Knowledge Discovery

Year:

2002

Language:

english

File:

PDF, 38 KB

english, 2002

42

Research note on decision lists

Kohavi, Ron, Benson, Scott

Journal:

Machine Learning

Year:

1993

Language:

english

File:

PDF, 140 KB

english, 1993

43

Research Note on Decision Lists

Kohavi, Ron, Benson, Scott

Journal:

Machine Learning

Year:

1993

Language:

english

File:

PDF, 251 KB

english, 1993

44

[IEEE Comput. Soc. Press Sixth International Conference on Tools with Artificial Intelligence. TAI 94 - New Orleans, LA, USA (6-9 Nov. 1994)] Proceedings Sixth International Conference on Tools with Artificial Intelligence. TAI 94 - MLC++: a machine learning library in C++

Kohavi, R., John, G., Long, R., Manley, D., Pfleger, K.

Year:

1994

Language:

english

File:

PDF, 384 KB

english, 1994

45

[ACM Press the sixth ACM international conference - Rome, Italy (2013.02.04-2013.02.08)] Proceedings of the sixth ACM international conference on Web search and data mining - WSDM '13 - Improving the sensitivity of online controlled experiments by utilizing pre-experiment data

Deng, Alex, Xu, Ya, Kohavi, Ron, Walker, Toby

Year:

2013

Language:

english

File:

PDF, 794 KB

english, 2013

46

An in vivo method for measuring the adsorption of plasma proteins to titanium in humans

Kohavi, D., Badihi, L., Rosen, G., Steinberg, D., Sela, M.N.

Journal:

Year:

2013

Language:

english

File:

PDF, 370 KB

english, 2013

47

KDD-99 panel report

Kohavi, Ronny, Sahami, Mehran, Belcher, Steve, Bozik, Jim, Gerritsen, Rob, Ono, Ken, Pyle, Dorian

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2000

Language:

english

File:

PDF, 419 KB

english, 2000

48

[ACM Press the 18th ACM SIGKDD international conference - Beijing, China (2012.08.12-2012.08.16)] Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '12 - Trustworthy online controlled experiments

Kohavi, Ron, Deng, Alex, Frasca, Brian, Longbotham, Roger, Walker, Toby, Xu, Ya

Year:

2012

Language:

english

File:

PDF, 830 KB

english, 2012

49

Perceived Classroom Control, Self-Regulated Learning Strategies, and Academic Achievement

ESHEL, YOHANAN, KOHAVI, REVITAL

Journal:

Educational Psychology

Year:

2003

Language:

english

File:

PDF, 191 KB

english, 2003

50

Switching and Finite Automata Theory || Introduction to synchronous sequential circuits and iterative networks

Kohavi, Zvi, Jha, Niraj K.

Year:

2009

File:

PDF, 494 KB

2009

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