Concepedia

Tomasz Wiktorski

TW

16

Publications

399

Citations

12

H-Index

2015

Active since

Affiliations

University of Stavanger(Current)

University of Amsterdam

University of Southampton

Stavanger University Hospital

NORCE Research AS

Tomasz Wiktorski is an author at University of Stavanger specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceBig DataManagementData ManagementData IntegrationMachine LearningTechnologyData Modeling

Publications per year

2015–2023

16

Publications

16

EDISON Data Science Framework: A Foundation for Building Data Science Profession for Research and Industry

Yuri Demchenko, Adam Belloum, Wouter Los et al. · 2016 · 59 citations

Engineering, Business Intelligence, Educational Informatics +20

Data-driven sensitivity analysis of complex machine learning models: A case study of directional drilling

Andrzej T. Tunkiel, Dan Sui, Tomasz Wiktorski · Journal of Petroleum Science and Engineering · 2020 · 55 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Data Science Professional Uncovered: How the EDISON Project will Contribute to a Widely Accepted Profile for Data Scientists

Andrea Manieri, Steve Brewer, Rubén Riestra et al. · 2015 · 44 citations

Engineering, Data-driven Innovation, Data Infrastructure +18

Reference dataset for rate of penetration benchmarking

Andrzej T. Tunkiel, Dan Sui, Tomasz Wiktorski · Journal of Petroleum Science and Engineering · 2020 · 39 citations · Full text

Performance Benchmarking, Engineering, Machine Learning +18

Impact of data pre-processing techniques on recurrent neural network performance in context of real-time drilling logs in an automated prediction framework

Andrzej T. Tunkiel, Dan Sui, Tomasz Wiktorski · Journal of Petroleum Science and Engineering · 2021 · 33 citations · Full text

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