Ivan Shamshurin

According to our database, Ivan Shamshurin authored at least 15 papers between 2011 and 2019.

Collaborative distances:

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

2019

A predictive model to identify Kanban teams at risk.

Ivan Shamshurin, Jeffrey S. Saltz

Model. Assist. Stat. Appl., 2019

Achieving Agile Big Data Science: The Evolution of a Team's Agile Process Methodology.

Jeffrey S. Saltz, Ivan Shamshurin

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Exploring the Use of a Kanban Coach for Student Teams.

Jeffrey S. Saltz, Ivan Shamshurin

Proceedings of the 25th Americas Conference on Information Systems, 2019

2018

Will Deep Learning Change How Teams Execute Big Data Projects?

Ivan Shamshurin, Jeffrey S. Saltz

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Predicting data science sociotechnical execution challenges by categorizing data science projects.

Jeffrey S. Saltz, Ivan Shamshurin, Colin Connors

J. Assoc. Inf. Sci. Technol., 2017

Comparing Data Science Project Management Methodologies via a Controlled Experiment.

Jeffrey S. Saltz, Ivan Shamshurin, Kevin Crowston

Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

Exploring How Different Project Management Methodologies Impact Data Science Students.

Jeffrey S. Saltz, Robert Heckman, Ivan Shamshurin

Proceedings of the 25th European Conference on Information Systems, 2017

Does pair programming work in a data science context? An initial case study.

Jeffrey S. Saltz, Ivan Shamshurin

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Core-Periphery Communication and the Success of Free/Libre Open Source Software Projects.

Kevin Crowston, Ivan Shamshurin

Proceedings of the Open Source Systems: Integrating Communities, 2016

A Framework for Describing Big Data Projects.

Jeffrey S. Saltz, Ivan Shamshurin, Colin Connors

Proceedings of the Business Information Systems Workshops, 2016

Big data team process methodologies: A literature review and the identification of key factors for a project's success.

Jeffrey S. Saltz, Ivan Shamshurin

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

2015

Exploring the process of doing data science via an ethnographic study of a media advertising company.

Jeffrey S. Saltz, Ivan Shamshurin

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2012

Extracting Domain-Specific Opinion Words for Sentiment Analysis.

Ivan Shamshurin

Proceedings of the Advances in Computational Intelligence, 2012

2011

Data Representation in Machine Learning-Based Sentiment Analysis of Customer Reviews.

Ivan Shamshurin

Proceedings of the Pattern Recognition and Machine Intelligence, 2011

What Can Closed Sets of Students and Their Marks Say?

Dmitry I. Ignatov, Serafima Mamedova, Nikita Romashkin, Ivan Shamshurin

Proceedings of the 4th International Conference on Educational Data Mining, 2011