Vitenskapelige publikasjoner
Bjørkavoll-Bergseth, Magnus;
Erevik, Christine Bjørkvik;
Kleiven, Øyunn;
Eijsvogels, Thijs M. H.;
Skadberg, Øyvind;
Frøysa, Vidar;
Wiktorski, Tomasz;
Auestad, Bjørn Henrik;
Edvardsen, Thor;
Aakre, Kristin Moberg;
Ørn, Stein
(2021)
Determinants of interindividual variation in exercise-induced cardiac troponin I levels.
Journal of the American Heart Association (JAHA).
ISSN 2047-9980.
Volum 10.
Hefte 17.
s.1-14.
DOI: 10.1161/JAHA.121.021710
Demchenko, Yuri;
Belloum, Adam;
Los, Wouter;
Wiktorski, Tomasz;
Manieri, Andrea;
Brewer, Steve;
Brocks, Holger;
Becker, Jana;
Heutelbeck, Dominic;
Hemmje, Matthias
(2016)
EDISON Data Science Framework: A Foundation for Building Data Science Profession For Research and Industry.
I: Proceedings of 2016 IEEE International Conference on Cloud Computing Technology and Science (CloudCom).
IEEE (Institute of Electrical and Electronics Engineers).
ISBN 978-1-5090-1445-3.
s.620-626.
DOI: 10.1109/CloudCom.2016.0107
Manieri, Andrea;
Brewer, Steve;
Riestra, Ruben;
Demchenko, Yuri;
Hemmje, Matthias;
Wiktorski, Tomasz;
Ferrari, Tiziana;
Frey, Jeremy
(2015)
Data Science Professional Uncovered: How the EDISON Project will Contribute to a Widely Accepted Profile for Data Scientists.
I: 2015 IEEE 7th International Conference on Cloud Computing Technology and Science, Vancouver, Canada, 30. November-3. December, 2015.
IEEE (Institute of Electrical and Electronics Engineers).
ISBN 978-1-4673-9560-1.
s.588-593.
DOI: 10.1109/CloudCom.2015.57
Wlodarczyk, Tomasz Wiktor
(2014)
Performance of Data Extraction from OpenTSDB.
I: Proceedings ITISE 2014 International work-conference On Time Series.
ISBN 978‐84‐15814‐97‐9.
s.1170-1181.
Wlodarczyk, Tomasz Wiktor
(2013)
Towards Model of Accountability for Cloud Computing Services.
IFIP WG 11.11 on Trust Management.
ISSN 2079-2247.
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2013)
Evidence for Accountable Cloud Computing Services.
IFIP WG 11.11 on Trust Management.
ISSN 2079-2247.
Rong, Chunming;
Chakravorty, Antorweep;
Wlodarczyk, Tomasz Wiktor
(2013)
A map reduce based K-anonymization solution for sharing of smart home data.
I: Proceeding of Norwegian Information Security Conference / Norsk informasjonssikkerhetskonferanse - NISK 2013 - Stavanger, 18th-20th November 2013.
Akademika forlag.
ISBN 978-82-321-0366-9.
s.70-75.
Wlodarczyk, Tomasz Wiktor;
LePendu, Paea;
Shah, Nigam;
Rong, Chunming
(2011)
Position Paper: Scaling-out the NCBO Resource Index Processing and Maintenance.
CEUR Workshop Proceedings.
ISSN 1613-0073.
Volum 736.
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2011)
Applying SWRL-F to Intercloud Constraints Analysis.
I: High Performance Computing and Simulation (HPCS), 2011 International Conference on.
IEEE (Institute of Electrical and Electronics Engineers).
ISBN 978-1-61284-380-3.
s.391 -396.
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2011)
An Initial Survey on Integration and Application of Cloud Computing to High Performance Computing.
I: Cloud Computing Technology and Science (CloudCom), 2011 IEEE Third International Conference on.
IEEE (Institute of Electrical and Electronics Engineers).
ISBN 978-0-7695-4622-3.
s.612-617.
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming;
Wåge, Dagfinn
(2011)
Challenges in Healthcare and Welfare Intercloud.
I: Digital Content, Multimedia Technology and its Applications (IDCTA), 2011 7th International Conference on.
IEEE (Institute of Electrical and Electronics Engineers).
ISBN 978-1-4577-0473-4.
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming;
Nyulas, Csongor I;
Musen, Mark A.
(2010)
An efficient approach to intelligent real-time monitoring using ontologies and Hadoop.
I: Deployment models: Towards eliminating security concerns from cloud computing.
IEEE Press.
ISBN 9781424468270.
s.209-215.
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming;
Jia, Baodong;
Nyulas, Csongor I;
Musen, Mark A.
(2010)
DataStorm - An Ontology-Driven Framework for Cloud-Based Data Analytic Systems.
I: 2010 IEEE 6th World Congress on Services : SERVICES 2010, 5-10 July 2010, Miami, Florida, USA.
IEEE (Institute of Electrical and Electronics Engineers).
ISBN 9780769541297.
s.123-127.
Wlodarczyk, Tomasz Wiktor;
OConnor, Martin;
Rong, Chunming;
Musen, Mark A.
(2010)
SWRL-F - A Fuzzy Logic Extension of the Semantic Web Rule Language.
CEUR Workshop Proceedings.
ISSN 1613-0073.
Volum 654.
s.97-100.
Rong, Chunming;
Jia, Baodong;
Wlodarczyk, Tomasz Wiktor
(2010)
Performance Considerations of Data Acquisition in Hadoop System.
I: 2nd IEEE International Conference on Cloud Computing Technology and Science - CloudCom 2010.
IEEE (Institute of Electrical and Electronics Engineers).
ISBN 978-0-7695-4302-4.
s.545-549.
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2010)
On the sustainability impacts of cloud-enabled cyber physical space.
I: 2nd IEEE International Conference on Cloud Computing Technology and Science - CloudCom 2010.
IEEE (Institute of Electrical and Electronics Engineers).
ISBN 978-0-7695-4302-4.
s.597-602.
Rong, Chunming;
Thorsen, Kari Anne Haaland;
Wlodarczyk, Tomasz Wiktor
(2009)
Industrial Cloud: Toward Inter-Enterprise Integration.
I: Cloud Computing.
Springer.
ISBN 9783642106644.
s.460-471.
Esteves, Rui Máximo Esteves;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2009)
Bayesian Networks for Fault Detection under Lack of Historical Data.
I: The International Symposium on Pervasive Systems, Algorithms, and Networks (I-SPAN 2009).
IEEE (Institute of Electrical and Electronics Engineers).
ISBN 978-0-7695-3908-9.
s.732-736.
Formidling
Alyaev, Sergey;
Pacis, Felix James Cardano;
Wiktorski, Tomasz
(2024)
Domain-adapted Embeddings Model Using Contrastive Learning for Drilling Text Data.
FAIEMA 2024;
2024-10-01 - 2024-10-02.
Alyaev, Sergey;
Pacis, Felix James Cardano;
Wiktorski, Tomasz
(2024)
Cloud-Free Question Answering from Internal Knowledge Bases: Building an AI for Drilling Applications.
DigiWells Seminar 2024;
2024-11-26 - 2024-11-27.
Pacis, Felix James Cardano;
Wiktorski, Tomasz;
Ambrus, Adrian;
Alyaev, Sergey
(2023)
Exploration of Strategies to Improve Continual Learning From Irregular Sequential Drilling Data.
OMAE 42nd International Conference on Ocean, Offshore & Arctic Engineering;
2023-06-11 - 2023-06-16.
Pacis, Felix James Cardano;
Alyaev, Sergey;
Wiktorski, Tomasz
(2023)
Demo: Chatbot for oil and gas data.
DigiWells Seminar;
2023-11-28 - 2023-11-29.
Ambrus, Adrian;
Alyaev, Sergey;
Jahani, Nazanin;
Pacis, Felix James Cardano;
Wiktorski, Tomasz
(2022)
Rate of Penetration Prediction Using Quantile Regression Deep Neural Networks.
ASME 41st International Conference on Ocean, Offshore and Arctic Engineering;
2022-06-05 - 2022-06-10.
Pacis, Felix James Cardano;
Alyaev, Sergey;
Ambrus, Adrian;
Wiktorski, Tomasz
(2022)
Transfer Learning Approach to Prediction of Rate of Penetration in Drilling.
INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE (ICCS) 2022;
2022-06-21 - 2022-06-23.
Pacis, Felix James Cardano;
Wiktorski, Tomasz;
Alyaev, Sergey;
Ambrus, Adrian;
Khosravanian, Rasool;
Kristiansen, Tron Golder
(2022)
Exploring transfer learning for ROP prediction on the NCS.
Annual seminar SFI DigiWells;
2022-12-01 - 2022-12-02.
Pacis, Felix James Cardano;
Alyaev, Sergey;
Wiktorski, Tomasz
(2022)
Demo: Chatbot for NCS well data.
Annual DigiWells Seminar 2022;
2022-12-01 - 2022-12-02.
Alyaev, Sergey;
Ambrus, Adrian;
Pacis, Felix James Cardano;
Jahani, Nazanin;
Wiktorski, Tomasz;
Elsheikh, Ahmed
(2021)
Drilling Process Modelling with Deep Learning: Towards ROP Prediction.
DigiWells seminar;
2021-11-23 - 2021-11-24.
Arief, Hasan Asyari;
Thomas, Peter;
Wiktorski, Tomasz
(2021)
MixUp Regression: Better Generalizing Regression Data using Manifold Regularization MixUp.
NORDICAIMEET 2021 Nordic young researchers symposium;
2021-11-02.
Tunkiel, Andrzej Tadeusz;
Sui, Dan;
Wiktorski, Tomasz
(2020)
OMAE2020-18151: Drilling Dataset Exploration, Processing and Interpretation Using Volve Field Data.
OMAE 2020;
2020-08-03 - 2020-08-07.
Tunkiel, Andrzej Tadeusz;
Sui, Dan;
Wiktorski, Tomasz
(2020)
OMAE2020-18154: Continuous Drilling Sensor Data Reconstruction and Prediction via Recurrent Neural Networks.
OMAE 2020;
2020-08-03 - 2020-08-07.
Hemba Geekiyanage, Suranga Chaminda;
Løken, Erik Andreas;
Sui, Dan;
Wiktorski, Tomasz
(2019)
Architectures and algorithms for a smart drilling robot.
Proceedings of the ASME 2019 38th International OMAE Conference;
2019-06-09 - 2019-06-14.
Wiktorski, Tomasz
(2019)
Data Science Model Curriculum Implementation for Various Types of Big Data Infrastructure Courses.
IEEE eScience 2019;
2019-09-24 - .
Wiktorski, Tomasz
(2019)
EDISON Data Science Framework (EDSF) Extension to Address Transversal Skills required by Emerging Industry 4.0 Transformation.
IEEE eScience 2019;
2019-09-24 - .
Wiktorski, Tomasz
(2018)
Challenges in Causal Inference from Personal Monitoring Devices.
2018 Federated Conference on Computer Science and Information Systems;
2018-09-09 - 2018-09-12.
Wiktorski, Tomasz
(2017)
Model Curricula for Data Science EDISON Data Science Framework.
IEEE CloudCom 2017;
2017-12-11 - 2017-12-14.
Demchenko, Yuri;
Wiktorski, Tomasz
(2017)
Becoming a Data Scientist end Educating Data Scientists.
IEEE CloudCom 2017;
2017-12-11 - 2017-12-14.
Wiktorski, Tomasz
(2017)
Data Science course design, academic perspective.
Third EDISON Champions Conference;
2017-06-19 - 2017-06-20.
Wiktorski, Tomasz;
Demchenko, Yuri
(2017)
Education, selfdevelopment, and recruiting data scientists - results from EDISON project.
Warsaw Data Science Meetup;
2017-06-20 - .
Agrawal, Bikash;
Chakravorty, Antorweep;
Wiktorski, Tomasz;
Chunming, Rong
(2016)
Enrichment of Machine Learning based Activity Classification in Smart Homes using Ensemble Learning.
Conference Presentation;
2016-12-06 - 2016-12-09.
Wiktorski, Tomasz;
Hacker, Thomas;
Hansen, Raymond;
Rodgers, Gregory
(2015)
Experience with Problem-based Learning in a Hybrid Classroom.
2015 Data Teaching Workshop – 2nd IEEE STC CC and RDA Workshop on Curricula and Teaching Methods in Cloud Computing, Big Data, and Data Science ;
2015-11-30 - 2015-12-03.
Manieri, Andrea;
Demchenko, Yuri;
Wiktorski, Tomasz;
Brewer, Steve;
Riestra, Ruben;
Hemmje, Matthias;
Ferrari, Tiziana;
Frey, Jeremy
(2015)
Data Science Professional uncovered: How the EDISON Project will contribute to a widely accepted profile for Data Scientists.
2015 Data Teaching Workshop – 2nd IEEE STC CC and RDA Workshop on Curricula and Teaching Methods in Cloud Computing, Big Data, and Data Science;
2015-11-30 - 2015-12-03.
Wlodarczyk, Tomasz Wiktor
(2014)
Performance of Data Extraction from OpenTSDB.
ITISE 2014 International work-conference On Time ;
2014-06-11 - 2014-06-13.
Chakravorty, Antorweep;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2014)
A Scalable K-Anonymization Solution for Preserving Privacy in an Aging-in-Place Welfare Intercloud.
IEEE Third International Workshop on Cloud Computing Interclouds, Multiclouds, Federations, and Interoperability;
2014-03-11.
Chakravorty, Antorweep;
Rong, Chunming;
Evensen, Pål;
Wlodarczyk, Tomasz Wiktor
(2014)
A Distributed Gaussian-Means Clustering Algorithm for Forecasting Domestic Energy Usage.
2014 International Conference on Smart Computing (SmartComp 2014);
2014-11-04.
Wlodarczyk, Tomasz Wiktor
(2014)
Strategic Collaboration on Advanced Data Analysis and Communication between Purdue University and University of Stavanger.
The International Conference for High Performance Computing and Networking, Storage, Analysis;
2014-11-16 - 2014-11-21.
Chakravorty, Antorweep;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2013)
Privacy Preserving Data Analytics for Smart Homes.
4th International Workshop on Data Usage Management;
2013-05-23.
Wlodarczyk, Tomasz Wiktor
(2013)
Storage and Analysis of Big Time Series.
ISO 15926 and Semantic Technologies 2013;
2013-09-05 - 2013-09-06.
Wlodarczyk, Tomasz Wiktor
(2013)
Performance Analysis and Optimization of Map Only Left Outer Join.
AINA 2013;
2013-03-25 - .
Chakravorty, Antorweep;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2013)
Safer@Home Analytics: a Big Data Analytical Solution for Smart Homes.
IEEE International Conference on Cloud Computing Technology and Scienc;
2013-12-02 - 2013-12-05.
Chakravorty, Antorweep;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2013)
A MapReduce based K-Anonymization Solution for Sharing of Smart Home Data.
Norwegian Information Security Conference / Norsk informasjonssikkerhetskonferanse - NISK 2013;
2013-11-18 - 2013-11-20.
Rong, Chunming;
Wlodarczyk, Tomasz Wiktor
(2011)
Security challenges in Clouds.
6th NATO CAX Joint Computer Assisted Exercise Forum (CAX '11);
2011-09-12 - 2011-09-15.
Demchenko, Yuri;
Ngo, Canh;
de Laat, Cees;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming;
Ziegler, Wolfgang
(2011)
Security Infrastructure for On-demand Provisioned Cloud Infrastructure Services.
the 3rd IEEE international conference on Cloud Computing Technology and Science (CloudCom) 2011;
2011-11-29 - 2011-12-01.
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2011)
An Initial Survey on Integration and Application of Cloud Computing to High Performance Computing.
the 3rd IEEE international conference on Cloud Computing Technology and Science (CloudCom) 2011;
2011-11-29 - 2011-12-01.
Wlodarczyk, Tomasz Wiktor;
Wåge, Dagfinn;
Rong, Chunming
(2011)
Challenges in healthcare and welfare intercloud.
the 7th International Conference on Digital Content, Multimedia Technology and its Applications (IDCTA);
2011-08-16 - 2011-08-18.
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2011)
Applying SWRL-F to Intercloud Constraints Analysis.
the 2011 International Conference on High Performance Computing and Simulation (HPCS);
2011-07-04 - 2011-07-08.
Wlodarczyk, Tomasz Wiktor;
LePendu, Paea;
Shah, Nigam;
Rong, Chunming
(2011)
Scaling-out the NCBO Resource Index Processing and Maintenance.
the 1st Workshop on High-Performance Computing for the Semantic Web (HPCSW 2011 -ESWC);
2011-05-29 - 2011-05-30.
Wlodarczyk, Tomasz Wiktor;
O'Connor, Martin;
Musen, Mark A.;
Rong, Chunming
(2011)
SWRL-F: a fuzzy logic extension of the semantic web rule language.
the International Conference on Web Intelligence, Mining and Semantics (WIMS’11);
2011-05-25 - 2011-05-27.
Wlodarczyk, Tomasz Wiktor;
Han, Yi;
Rong, Chunming
(2011)
Performance Analysis of Hadoop for Query Processing.
2011 IEEE Intl. Conference on Advanced Information Networking and Applications (AINA);
2011-03-22 - 2011-03-25.
Wlodarczyk, Tomasz Wiktor
(2011)
Handling Big Data: On Mutual Applications of Cloud Computing and Semantic Web Technologies.
PhD Defence;
2011-08-12.
Wlodarczyk, Tomasz Wiktor
(2011)
Privacy, Security and Trust in Distributed Systems.
PhD Trial Lecture;
2011-08-12.
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2011)
Handling Big Data - Overview of 3 Projects.
Stanford BMIR Lecture;
2011-10-31.
Wlodarczyk, Tomasz Wiktor;
Thorsen, Kari Anne Haaland;
Rong, Chunming
(2010)
Integrated Data Processing.
I: Computational Science and Engineering: Challenges and Opportunities.
ISBN 978-82-995202-0-1.
s.46-47.
