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Ivan Shamshurin
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Big data team process methodologies: A literature review and the identification of key factors for a project's success
JS Saltz, I Shamshurin
2016 IEEE International Conference on Big Data (Big Data), 2872-2879, 2016
1322016
Comparing data science project management methodologies via a controlled experiment
J Saltz, I Shamshurin, K Crowston
Proceedings of the 50th Hawaii International Conference on System Sciences …, 2017
1092017
Predicting data science sociotechnical execution challenges by categorizing data science projects
J Saltz, I Shamshurin, C Connors
Journal of the Association for Information Science and Technology 68 (12 …, 2017
642017
Exploring the process of doing data science via an ethnographic study of a media advertising company
JS Saltz, I Shamshurin
2015 IEEE international conference on big data (Big Data), 2098-2105, 2015
422015
Core-periphery communication and the success of free/libre open source software projects
K Crowston, I Shamshurin
Journal of Internet Services and Applications 8 (10), 2017
352017
Core-Periphery Communication and the Success of Free/Libre Open Source Software Projects
K Crowston, I Shamshurin
OSS 2016: Open Source Systems: Integrating Communities, 45-56, 2016
352016
A framework for describing big data projects
J Saltz, I Shamshurin, C Connors
Business Information Systems Workshops: BIS 2016 International Workshops …, 2017
252017
Does pair programming work in a data science context? An initial case study
JS Saltz, I Shamshurin
2017 IEEE International Conference on Big Data (Big Data), 2348-2354, 2017
242017
Using a coach to improve team performance when the team uses a Kanban process methodology
I Shamshurin, JS Saltz
International Journal of Information Systems and Project Management 7 (2), 61-77, 2019
172019
Achieving Agile big data science: the evolution of a team’s Agile process methodology
JS Saltz, I Shamshurin
2019 IEEE International Conference on Big Data (Big Data), 3477-3485, 2019
122019
Exploring how different project management methodologies impact data science students
J Saltz, R Heckman, I Shamshurin
102017
What can closed sets of students and their marks say?
DI Ignatov, S Mamedova, N Romashkin, I Shamshurin
EDM, 223-228, 2011
92011
Extracting domain-specific opinion words for sentiment analysis
I Shamshurin
Advances in Computational Intelligence: 11th Mexican International …, 2013
72013
Data representation in machine learning-based sentiment analysis of customer reviews
I Shamshurin
Pattern Recognition and Machine Intelligence: 4th International Conference …, 2011
62011
Will Deep Learning Change How Teams Execute Big Data Projects?
I Shamshurin, J Saltz
2018 IEEE International Conference on Big Data (Big Data), 2813-2817, 2018
52018
A predictive model to identify Kanban teams at risk
I Shamshurin, JS Saltz
Model Assisted Statistics and Applications 14 (4), 321-335, 2019
42019
Exploring pair programming beyond computer science: a case study in its use in data science/data engineering
J Saltz, I Shamshurin
International Journal of Higher Education and Sustainability 2 (4), 265-278, 2019
22019
Exploring the Use of a Kanban Coach for Student Teams.
JS Saltz, I Shamshurin
AMCIS, 2019
12019
Beauty or money? Statistical analysis
I Mandel, S Mastandrea, K Rachenkov, I Shamshurin
Model Assisted Statistics and Applications 16 (2), 151-162, 2021
2021
Improving Data Science Team Performance via the Use of a Kanban Process Framework that has Enhanced Mentoring, Coaching and Metrics Utilization
I Shamshurin
2019
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