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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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Wiktorski, Tomasz
(2019)
Data Science Model Curriculum Implementation for Various Types of Big Data Infrastructure Courses.
IEEE eScience 2019;
2019-09-24 - .
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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 - .
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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.
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Wiktorski, Tomasz
(2017)
Model Curricula for Data Science EDISON Data Science Framework.
IEEE CloudCom 2017;
2017-12-11 - 2017-12-14.
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Demchenko, Yuri;
Wiktorski, Tomasz
(2017)
Becoming a Data Scientist end Educating Data Scientists.
IEEE CloudCom 2017;
2017-12-11 - 2017-12-14.
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Wiktorski, Tomasz
(2017)
Data Science course design, academic perspective.
Third EDISON Champions Conference;
2017-06-19 - 2017-06-20.
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Wiktorski, Tomasz;
Demchenko, Yuri
(2017)
Education, selfdevelopment, and recruiting data scientists - results from EDISON project.
Warsaw Data Science Meetup;
2017-06-20 - .
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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.
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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.
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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.
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Wlodarczyk, Tomasz Wiktor
(2014)
Performance of Data Extraction from OpenTSDB.
ITISE 2014 International work-conference On Time ;
2014-06-11 - 2014-06-13.
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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.
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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.
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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.
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Wlodarczyk, Tomasz Wiktor
(2013)
Performance Analysis and Optimization of Map Only Left Outer Join.
AINA 2013;
2013-03-25 - .
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Wlodarczyk, Tomasz Wiktor
(2013)
Storage and Analysis of Big Time Series.
ISO 15926 and Semantic Technologies 2013;
2013-09-05 - 2013-09-06.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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Wlodarczyk, Tomasz Wiktor
(2011)
Handling Big Data: On Mutual Applications of Cloud Computing and Semantic Web Technologies.
PhD Defence;
2011-08-12.
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Wlodarczyk, Tomasz Wiktor
(2011)
Privacy, Security and Trust in Distributed Systems.
PhD Trial Lecture;
2011-08-12.
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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.
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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.
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Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2011)
Handling Big Data - Overview of 3 Projects.
Stanford BMIR Lecture;
2011-10-31.
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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.
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