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Pavel A. Dmitriev

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2020 – today

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2023
[j6]
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Pavel A. Dmitriev, Boris L. Kozlovsky, Anastasiya A. Dmitrieva, Tatiana V. Varduni:
Classification of invasive tree species based on the seasonal dynamics of the spectral characteristics of their leaves. Earth Sci. Informatics 16(4): 3729-3743 (2023)
[c33]
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Aleksander Fabijan, Pavel A. Dmitriev, Benjamin Arai, Andy Drake, Sebastian Kohlmeier, April Kwong:
A/B Integrations: 7 Lessons Learned from Enabling A/B testing as a Product Feature. ICSE-SEIP 2023: 304-314
2022
[j5]
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Yong Liu, Pavel A. Dmitriev, Yifei Huang, Andrew Brooks, Li Dong, Mengyue Liang, Zvi Boshernitzan, Jiwei Cao, Bobby Nguy:
Transfer learning meets sales engagement email classification: Evaluation, analysis, and strategies. Concurr. Comput. Pract. Exp. 34(8) (2022)
[j4]
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Pavel A. Dmitriev, Boris L. Kozlovsky, Denis P. Kupriushkin, Anastasia A. Dmitrieva, Vishnu D. Rajput, Vasily A. Chokheli, Ekaterina P. Tarik, Olga A. Kapralova, Valeriy K. Tokhtar, Tatiana M. Minkina, Tatiana V. Varduni:
Assessment of Invasive and Weed Species by Hyperspectral Imagery in Agrocenoses Ecosystem. Remote. Sens. 14(10): 2442 (2022)
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Aleksander Fabijan, Pavel A. Dmitriev, Jan Bosch, Helena Holmström Olsson:
Chapter 12 The Evolution of Continuous Experimentation in Software Product Development: From Data to a Data-Driven Organization at Scale. Accelerating Digital Transformation 2022: 373-395
2021
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Aleksander Fabijan, Benjamin Arai, Pavel A. Dmitriev, Lukas Vermeer:
It takes a Flywheel to Fly: Kickstarting and Growing the A/B testing Momentum at Scale. SEAA 2021: 109-118
2020
[j3]
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Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch:
The Online Controlled Experiment Lifecycle. IEEE Softw. 37(2): 60-67 (2020)
[c31]
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Somit Gupta, Xiaolin Shi, Pavel A. Dmitriev, Xin Fu, Avijit Mukherjee:
Challenges, Best Practices and Pitfalls in Evaluating Results of Online Controlled Experiments. WSDM 2020: 877-880
[c30]
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Somit Gupta, Xiaolin Shi, Pavel A. Dmitriev, Xin Fu:
Challenges, Best Practices and Pitfalls in Evaluating Results of Online Controlled Experiments. WWW (Companion Volume) 2020: 317-319

2010 – 2019

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2019
[c29]
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Yong Liu, Pavel A. Dmitriev, Yifei Huang, Andrew Brooks, Li Dong:
An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale. CCGRID 2019: 542-548
[c28]
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Sophia Liu, Aleksander Fabijan, Michael Furchtgott, Somit Gupta, Pawel Janowski, Wen Qin, Pavel A. Dmitriev:
Enterprise-Level Controlled Experiments at Scale: Challenges and Solutions. SEAA 2019: 29-37
[c27]
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Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch, Lukas Vermeer, Dylan Lewis:
Three key checklists and remedies for trustworthy analysis of online controlled experiments at scale. ICSE (SEIP) 2019: 1-10
[c26]
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Tong Xia, Sumit Bhardwaj, Pavel A. Dmitriev, Aleksander Fabijan:
Safe velocity: a practical guide to software deployment at scale using controlled rollout. ICSE (SEIP) 2019: 11-20
[c25]
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Paul Luo Li, Pavel A. Dmitriev, Huibin Mary Hu, Xiaoyu Chai, Zoran Dimov, Brandon Paddock, Ying Li, Alex Kirshenbaum, Irina Niculescu, Taj Thoresen:
Experimentation in the operating system: the windows experimentation platform. ICSE (SEIP) 2019: 21-30
[c24]
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Aleksander Fabijan, Jayant Gupchup, Somit Gupta, Jeff Omhover, Wen Qin, Lukas Vermeer, Pavel A. Dmitriev:
Diagnosing Sample Ratio Mismatch in Online Controlled Experiments: A Taxonomy and Rules of Thumb for Practitioners. KDD 2019: 2156-2164
[c23]
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Xiaolin Shi, Pavel A. Dmitriev, Somit Gupta, Xin Fu:
Challenges, Best Practices and Pitfalls in Evaluating Results of Online Controlled Experiments. KDD 2019: 3189-3190
[i4]
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  - journals/corr/abs-1903-12470
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Jayant Gupchup, Yasaman Hosseinkashi, Pavel A. Dmitriev, Daniel Schneider, Ross Cutler, Andrei Jefremov, Martin Ellis:
Trustworthy Experimentation Under Telemetry Loss. CoRR abs/1903.12470 (2019)
[i3]
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  - journals/corr/abs-1905-01971
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Yong Liu, Pavel A. Dmitriev, Yifei Huang, Andrew Brooks, Li Dong:
An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale. CoRR abs/1905.01971 (2019)
2018
[j2]
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Aleksander Fabijan, Pavel A. Dmitriev, Colin McFarland, Lukas Vermeer, Helena Holmström Olsson, Jan Bosch:
Experimentation growth: Evolving trustworthy A/B testing capabilities in online software companies. J. Softw. Evol. Process. 30(12) (2018)
[c22]
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Jayant Gupchup, Yasaman Hosseinkashi, Pavel A. Dmitriev, Daniel Schneider, Ross Cutler, Andrei Jefremov, Martin Ellis:
Trustworthy Experimentation Under Telemetry Loss. CIKM 2018: 387-396
[c21]
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Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch:
Effective Online Controlled Experiment Analysis at Large Scale. SEAA 2018: 64-67
[c20]
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Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch:
Online Controlled Experimentation at Scale: An Empirical Survey on the Current State of A/B Testing. SEAA 2018: 68-72
[c19]
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Somit Gupta, Lucy Ulanova, Sumit Bhardwaj, Pavel A. Dmitriev, Paul Raff, Aleksander Fabijan:
The Anatomy of a Large-Scale Experimentation Platform. ICSA 2018: 1-10
[c18]
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David Issa Mattos, Pavel A. Dmitriev, Aleksander Fabijan, Jan Bosch, Helena Holmström Olsson:
An Activity and Metric Model for Online Controlled Experiments. PROFES 2018: 182-198
[i2]
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  - journals/corr/abs-1811-11057
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Shiyao Wang, Hongchao Lu, Pavel A. Dmitriev, Zhidong Deng:
Fast Object Detection in Compressed Video. CoRR abs/1811.11057 (2018)
2017
[c17]
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Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch:
The Benefits of Controlled Experimentation at Scale. SEAA 2017: 18-26
[c16]
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Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch:
The evolution of continuous experimentation in software product development: from data to a data-driven organization at scale. ICSE 2017: 770-780
[c15]
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Pavel A. Dmitriev, Somit Gupta, Dong Woo Kim, Garnet Jason Vaz:
A Dirty Dozen: Twelve Common Metric Interpretation Pitfalls in Online Controlled Experiments. KDD 2017: 1427-1436
[c14]
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  - conf/sigir/DengDGKRV17
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Alex Deng, Pavel A. Dmitriev, Somit Gupta, Ron Kohavi, Paul Raff, Lukas Vermeer:
A/B Testing at Scale: Accelerating Software Innovation. SIGIR 2017: 1395-1397
2016
[c13]
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Pavel A. Dmitriev, Brian Frasca, Somit Gupta, Ron Kohavi, Garnet Jason Vaz:
Pitfalls of long-term online controlled experiments. IEEE BigData 2016: 1367-1376
[c12]
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Pavel A. Dmitriev, Xian Wu:
Measuring Metrics. CIKM 2016: 429-437
2012
[c11]
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Ovidiu Dan, Pavel A. Dmitriev, Ryen W. White:
Mining for insights in the search engine query stream. WWW (Companion Volume) 2012: 489-490
2010
[c10]
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Pavel A. Dmitriev, Pavel Serdyukov, Sergey Chernov:
Enterprise and desktop search. WWW 2010: 1345-1346

2000 – 2009

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2009
[c9]
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Shuyi Zheng, Pavel A. Dmitriev, C. Lee Giles:
Graph-based seed selection for web-scale crawlers. CIKM 2009: 1967-1970
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Shuyi Zheng, Pavel A. Dmitriev, C. Lee Giles:
Graph based crawler seed selection. WWW 2009: 1089-1090
2008
[b1]
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Pavel A. Dmitriev:
Finding The Boundaries of Compound Documents on the Web. Cornell University, USA, 2008
2006
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William Y. Arms, Selcuk Aya, Pavel A. Dmitriev, Blazej J. Kot, Ruth Mitchell, Lucia Walle:
A Research Library Based on the Historical Collections of the Internet Archive. D Lib Mag. 12(2) (2006)
[c7]
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Pavel A. Dmitriev, Carl Lagoze:
Automatically Constructing Descriptive Site Maps. APWeb 2006: 201-212
[c6]
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William Y. Arms, Selcuk Aya, Manuel Calimlim, Jim Cordes, Julia Deneva, Pavel A. Dmitriev, Johannes Gehrke, Lawrence Gibbons, Christopher D. Jones, Valentin Kuznetsov, David A. Lifka, Mirek Riedewald, Daniel Riley, Anders Ryd, Gregory J. Sharp:
Three Case Studies of Large-Scale Data Flows. ICDE Workshops 2006: 66
[c5]
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Pavel A. Dmitriev, Carl Lagoze:
Mining Generalized Graph Patterns Based on User Examples. ICDM 2006: 857-862
[c4]
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William Y. Arms, Selcuk Aya, Pavel A. Dmitriev, Blazej J. Kot, Ruth Mitchell, Lucia Walle:
Building a research library for the history of the web. JCDL 2006: 95-102
[c3]
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Pavel A. Dmitriev, Nadav Eiron, Marcus Fontoura, Eugene J. Shekita:
Using annotations in enterprise search. WWW 2006: 811-817
[i1]
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Pavel A. Dmitriev, Carl Lagoze:
Mining Generalized Graph Patterns based on User Examples. CoRR abs/cs/0609153 (2006)
2005
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Pavel A. Dmitriev, Carl Lagoze, Boris Suchkov:
As we may perceive: inferring logical documents from hypertext. Hypertext 2005: 66-74
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Pavel A. Dmitriev, Carl Lagoze, Boris Suchkov:
Finding the boundaries of information resources on the web. WWW (Special interest tracks and posters) 2005: 1124-1125

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