Pavel A. Dmitriev

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 30

Top Topics

Spectral Characteristics

Hyperspectral Imagery

Transfer Learning

Top Venues

Publications

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)
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) (2023)
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)
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) (2022)
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)
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)
Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch
The Online Controlled Experiment Lifecycle. IEEE Softw. 37 (2) (2020)
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)
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 (2019)
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)
Xiaolin Shi, Pavel A. Dmitriev, Somit Gupta, Xin Fu
Challenges, Best Practices and Pitfalls in Evaluating Results of Online Controlled Experiments. KDD (2019)
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)
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)
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)
Jayant Gupchup, Yasaman Hosseinkashi, Pavel A. Dmitriev, Daniel Schneider, Ross Cutler, Andrei Jefremov, Martin Ellis
Trustworthy Experimentation Under Telemetry Loss. CoRR (2019)
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)
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)
Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch
Effective Online Controlled Experiment Analysis at Large Scale. SEAA (2018)
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)
Jayant Gupchup, Yasaman Hosseinkashi, Pavel A. Dmitriev, Daniel Schneider, Ross Cutler, Andrei Jefremov, Martin Ellis
Trustworthy Experimentation Under Telemetry Loss. CIKM (2018)
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)
Somit Gupta, Lucy Ulanova, Sumit Bhardwaj, Pavel A. Dmitriev, Paul Raff, Aleksander Fabijan
The Anatomy of a Large-Scale Experimentation Platform. ICSA (2018)
Shiyao Wang, Hongchao Lu, Pavel A. Dmitriev, Zhidong Deng
Fast Object Detection in Compressed Video. CoRR (2018)
David Issa Mattos, Pavel A. Dmitriev, Aleksander Fabijan, Jan Bosch, Helena Holmström Olsson
An Activity and Metric Model for Online Controlled Experiments. PROFES (2018)
Alex Deng, Pavel A. Dmitriev, Somit Gupta, Ron Kohavi, Paul Raff, Lukas Vermeer
A/B Testing at Scale: Accelerating Software Innovation. SIGIR (2017)
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)
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)
Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch
The Benefits of Controlled Experimentation at Scale. SEAA (2017)
Pavel A. Dmitriev, Brian Frasca, Somit Gupta, Ron Kohavi, Garnet Jason Vaz
Pitfalls of long-term online controlled experiments. IEEE BigData (2016)
Pavel A. Dmitriev, Xian Wu
Measuring Metrics. CIKM (2016)
Ovidiu Dan, Pavel A. Dmitriev, Ryen W. White
Mining for insights in the search engine query stream. WWW (Companion Volume) (2012)
Pavel A. Dmitriev, Pavel Serdyukov, Sergey Chernov
Enterprise and desktop search. WWW (2010)
Shuyi Zheng, Pavel A. Dmitriev, C. Lee Giles
Graph-based seed selection for web-scale crawlers. CIKM (2009)
Shuyi Zheng, Pavel A. Dmitriev, C. Lee Giles
Graph based crawler seed selection. WWW (2009)
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)
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)
Pavel A. Dmitriev, Carl Lagoze
Mining Generalized Graph Patterns based on User Examples CoRR (2006)
Pavel A. Dmitriev, Carl Lagoze
Mining Generalized Graph Patterns Based on User Examples. ICDM (2006)
Pavel A. Dmitriev, Carl Lagoze
Automatically Constructing Descriptive Site Maps. APWeb (2006)
Pavel A. Dmitriev, Nadav Eiron, Marcus Fontoura, Eugene J. Shekita
Using annotations in enterprise search. WWW (2006)
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)
Pavel A. Dmitriev, Carl Lagoze, Boris Suchkov
As we may perceive: inferring logical documents from hypertext. Hypertext (2005)
Pavel A. Dmitriev, Carl Lagoze, Boris Suchkov
Finding the boundaries of information resources on the web. WWW (Special interest tracks and posters) (2005)