Pavel A. Dmitriev

According to our database, Pavel A. Dmitriev authored at least 41 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Classification of invasive tree species based on the seasonal dynamics of the spectral characteristics of their leaves.

Pavel A. Dmitriev, Boris L. Kozlovsky, Anastasiya A. Dmitrieva, Tatiana V. Varduni

Earth Sci. Informatics, December, 2023

A/B Integrations: 7 Lessons Learned from Enabling A/B testing as a Product Feature.

Aleksander Fabijan, Pavel A. Dmitriev, Benjamin Arai, Andy Drake, Sebastian Kohlmeier, April Kwong

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2023

2022

Assessment of Invasive and Weed Species by Hyperspectral Imagery in Agrocenoses Ecosystem.

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

Remote. Sens., 2022

Transfer learning meets sales engagement email classification: Evaluation, analysis, and strategies.

Yong Liu, Pavel A. Dmitriev, Yifei Huang, Andrew Brooks, Li Dong, Mengyue Liang, Zvi Boshernitzan, Jiwei Cao, Bobby Nguy

Concurr. Comput. Pract. Exp., 2022

Chapter 12 The Evolution of Continuous Experimentation in Software Product Development: From Data to a Data-Driven Organization at Scale.

Aleksander Fabijan, Pavel A. Dmitriev, Jan Bosch, Helena Holmström Olsson

Proceedings of the Accelerating Digital Transformation - 10 Years of Software Center, 2022

2021

It takes a Flywheel to Fly: Kickstarting and Growing the A/B testing Momentum at Scale.

Aleksander Fabijan, Benjamin Arai, Pavel A. Dmitriev, Lukas Vermeer

Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

2020

The Online Controlled Experiment Lifecycle.

Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch

IEEE Softw., 2020

Challenges, Best Practices and Pitfalls in Evaluating Results of Online Controlled Experiments.

Somit Gupta, Xiaolin Shi, Pavel A. Dmitriev, Xin Fu

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Challenges, Best Practices and Pitfalls in Evaluating Results of Online Controlled Experiments.

Somit Gupta, Xiaolin Shi, Pavel A. Dmitriev, Xin Fu, Avijit Mukherjee

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

2019

Diagnosing Sample Ratio Mismatch in Online Controlled Experiments: A Taxonomy and Rules of Thumb for Practitioners.

Aleksander Fabijan, Jayant Gupchup, Somit Gupta, Jeff Omhover, Wen Qin, Lukas Vermeer, Pavel A. Dmitriev

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Safe velocity: a practical guide to software deployment at scale using controlled rollout.

Tong Xia, Sumit Bhardwaj, Pavel A. Dmitriev, Aleksander Fabijan

Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019

Experimentation in the operating system: the windows experimentation platform.

Paul Luo Li, Pavel A. Dmitriev, Huibin Mary Hu, Xiaoyu Chai, Zoran Dimov, Brandon Paddock, Ying Li, Alex Kirshenbaum, Irina Niculescu, Taj Thoresen

Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019

Three key checklists and remedies for trustworthy analysis of online controlled experiments at scale.

Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch, Lukas Vermeer, Dylan Lewis

Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019

Enterprise-Level Controlled Experiments at Scale: Challenges and Solutions.

Sophia Liu, Aleksander Fabijan, Michael Furchtgott, Somit Gupta, Pawel Janowski, Wen Qin, Pavel A. Dmitriev

Proceedings of the 45th Euromicro Conference on Software Engineering and Advanced Applications, 2019

An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale.

Yong Liu, Pavel A. Dmitriev, Yifei Huang, Andrew Brooks, Li Dong

Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019

2018

Experimentation growth: Evolving trustworthy A/B testing capabilities in online software companies.

Aleksander Fabijan, Pavel A. Dmitriev, Colin McFarland, Lukas Vermeer, Helena Holmström Olsson, Jan Bosch

J. Softw. Evol. Process., 2018

Fast Object Detection in Compressed Video.

Shiyao Wang, Hongchao Lu, Pavel A. Dmitriev, Zhidong Deng

CoRR, 2018

An Activity and Metric Model for Online Controlled Experiments.

David Issa Mattos, Pavel A. Dmitriev, Aleksander Fabijan, Jan Bosch, Helena Holmström Olsson

Proceedings of the Product-Focused Software Process Improvement, 2018

The Anatomy of a Large-Scale Experimentation Platform.

Somit Gupta, Lucy Ulanova, Sumit Bhardwaj, Pavel A. Dmitriev, Paul Raff, Aleksander Fabijan

Proceedings of the IEEE International Conference on Software Architecture, 2018

Online Controlled Experimentation at Scale: An Empirical Survey on the Current State of A/B Testing.

Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch

Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018

Effective Online Controlled Experiment Analysis at Large Scale.

Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch

Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018

Trustworthy Experimentation Under Telemetry Loss.

Jayant Gupchup, Yasaman Hosseinkashi, Pavel A. Dmitriev, Daniel Schneider, Ross Cutler, Andrei Jefremov, Martin Ellis

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

A/B Testing at Scale: Accelerating Software Innovation.

Alex Deng, Pavel A. Dmitriev, Somit Gupta, Ron Kohavi, Paul Raff, Lukas Vermeer

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

A Dirty Dozen: Twelve Common Metric Interpretation Pitfalls in Online Controlled Experiments.

Pavel A. Dmitriev, Somit Gupta, Dong Woo Kim, Garnet Jason Vaz

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

The evolution of continuous experimentation in software product development: from data to a data-driven organization at scale.

Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch

Proceedings of the 39th International Conference on Software Engineering, 2017

The Benefits of Controlled Experimentation at Scale.

Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch

Proceedings of the 43rd Euromicro Conference on Software Engineering and Advanced Applications, 2017

2016

Measuring Metrics.

Pavel A. Dmitriev, Xian Wu

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Pitfalls of long-term online controlled experiments.

Pavel A. Dmitriev, Brian Frasca, Somit Gupta, Ron Kohavi, Garnet Jason Vaz

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2012

Mining for insights in the search engine query stream.

Ovidiu Dan, Pavel A. Dmitriev, Ryen W. White

Proceedings of the 21st World Wide Web Conference, 2012

2010

Enterprise and desktop search.

Pavel A. Dmitriev, Pavel Serdyukov, Sergey Chernov

Proceedings of the 19th International Conference on World Wide Web, 2010

2009

Graph based crawler seed selection.

Shuyi Zheng, Pavel A. Dmitriev, C. Lee Giles

Proceedings of the 18th International Conference on World Wide Web, 2009

Graph-based seed selection for web-scale crawlers.

Shuyi Zheng, Pavel A. Dmitriev, C. Lee Giles

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Finding The Boundaries of Compound Documents on the Web.

Pavel A. Dmitriev

PhD thesis, 2008

2006

A Research Library Based on the Historical Collections of the Internet Archive.

William Y. Arms, Selcuk Aya, Pavel A. Dmitriev, Blazej J. Kot, Ruth Mitchell, Lucia Walle

D Lib Mag., 2006

Using annotations in enterprise search.

Pavel A. Dmitriev, Nadav Eiron, Marcus Fontoura, Eugene J. Shekita

Proceedings of the 15th international conference on World Wide Web, 2006

Building a research library for the history of the web.

William Y. Arms, Selcuk Aya, Pavel A. Dmitriev, Blazej J. Kot, Ruth Mitchell, Lucia Walle

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2006

Mining Generalized Graph Patterns Based on User Examples.

Pavel A. Dmitriev, Carl Lagoze

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Three Case Studies of Large-Scale Data Flows.

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

Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

Automatically Constructing Descriptive Site Maps.

Pavel A. Dmitriev, Carl Lagoze

Proceedings of the Frontiers of WWW Research and Development, 2006

2005

Finding the boundaries of information resources on the web.

Pavel A. Dmitriev, Carl Lagoze, Boris Suchkov

Proceedings of the 14th international conference on World Wide Web, 2005

As we may perceive: inferring logical documents from hypertext.

Pavel A. Dmitriev, Carl Lagoze, Boris Suchkov

Proceedings of the HYPERTEXT 2005, 2005