-
Wiktorski, Tomasz;
Królak, Aleksandra;
Rosińska, Karolina;
Strumillo, Pawel;
Lin, Jerry Chun-Wei
(2020)
Visualization of generic utility of sequential patterns
IEEE Access
ISSN 2169-3536.
Volum 8.
s.78004-78014.
DOI: 10.1109/ACCESS.2020.2989165
-
-
Wiktorski, Tomasz;
Bjørkavoll-Bergseth, Magnus;
Ørn, Stein
(2020)
Methods for preprocessing time and distance series data from personal monitoring devices
MethodsX
ISSN 2215-0161.
Volum 7.
DOI: 10.1016/j.mex.2020.100959
-
-
Tunkiel, Andrzej Tadeusz;
Sui, Dan;
Wiktorski, Tomasz
(2020)
Reference Dataset for Rate of Penetration Benchmarking
Journal of Petroleum Science and Engineering
ISSN 0920-4105.
DOI: 10.1016/j.petrol.2020.108069
-
-
Tunkiel, Andrzej Tadeusz;
Sui, Dan;
Wiktorski, Tomasz
(2020)
Data-driven sensitivity analysis of complex machine learning models: A case study of directional drilling
Journal of Petroleum Science and Engineering
ISSN 0920-4105.
Volum 195.
DOI: 10.1016/j.petrol.2020.107630
-
-
Tunkiel, Andrzej Tadeusz;
Sui, Dan;
Wiktorski, Tomasz
(2020)
Training-while-drilling approach to inclination prediction in directional drilling utilizing recurrent neural networks
Journal of Petroleum Science and Engineering
ISSN 0920-4105.
Volum 196.
DOI: 10.1016/j.petrol.2020.108128
-
-
Krolak, Aleksandra;
Wiktorski, Tomasz;
Bjørkavoll-Bergseth, Magnus;
Ørn, Stein
(2020)
Artifact Correction in Short-Term HRV during Strenuous Physical Exercise
Sensors
ISSN 1424-8220.
Volum 20.
Hefte 21.
DOI: 10.3390/s20216372
-
-
Tunkiel, Andrzej Tadeusz;
Wiktorski, Tomasz;
Sui, Dan
(2020)
Continuous Drilling Sensor Data Reconstruction and Prediction via Recurrent Neural Networks
The American Society of Mechanical Engineers (ASME)
DOI: 10.1115/OMAE2020-18154
-
-
Tunkiel, Andrzej Tadeusz;
Wiktorski, Tomasz;
Sui, Dan
(2020)
Drilling Dataset Exploration, Processing and Interpretation Using Volve Field Data
The American Society of Mechanical Engineers (ASME)
DOI: 10.1115/OMAE2020-18151
-
-
Wiktorski, Tomasz;
Krolak, Aleksandra
(2020)
Extended approach to sum of absolute differences method for improved identification of periods in biomedical time series
MethodsX
ISSN 2215-0161.
Volum 7.
DOI: 10.1016/j.mex.2020.101094
-
-
Demchenko, Yuri;
Wiktorski, Tomasz;
Juan Jose, Cuadrado Gallego;
Brewer, Steve
(2019)
EDISON Data Science Framework (EDSF) Extension to Address Transversal Skills required by Emerging Industry 4.0 Transformation
IEEE
DOI: 10.1109/eScience.2019.00076
-
-
Belloum, Adam SZ;
Koulouzis, Spiros;
Wiktorski, Tomasz;
Manieri, Andrea
(2019)
Bridging the demand and the offer in data science
Concurrency and Computation
ISSN 1532-0626.
s.1-14.
DOI: 10.1002/cpe.5200
-
-
Wiktorski, Tomasz;
Lin, Jerry Chun-Wei
(2019)
Approximate approach to finding generic utility of sequential patterns
IEEE International Conference on Data Mining Workshops, ICDMW
ISSN 2375-9232.
Volum 2019-November.
s.1029-1034.
DOI: 10.1109/ICDMW.2019.00148
-
-
Wiktorski, Tomasz;
Demchenko, Yuri;
Chertov, Oleg
(2019)
Data Science Model Curriculum Implementation for Various Types of Big Data Infrastructure Courses
IEEE
DOI: 10.1109/eScience.2019.00074
-
-
Hemba Geekiyanage, Suranga Chaminda;
Løken, Erik Andreas;
Sui, Dan;
Wiktorski, Tomasz
(2019)
Architectures and algorithms for a smart drilling robot
The American Society of Mechanical Engineers (ASME)
DOI: 10.1115/OMAE2019-95486
-
-
Wu, Jimmy Ming-Tai;
Lin, Jerry Chun-Wei;
Fournier-Viger, Philippe;
Wiktorski, Tomasz;
Hong, Tzung-Pei;
Pirouz, Matin
(2019)
A GA-based Framework for Mining High Fuzzy Utility Itemsets
IEEE
s.2708-2715.
DOI: 10.1109/BigData47090.2019.9006171
-
-
Wiktorski, Tomasz
(2018)
Challenges in Causal Inference from Personal Monitoring Devices
Annals of Computer Science and Information Systems
ISSN 2300-5963.
Volum 16.
s.99-102.
DOI: 10.15439/2018F378
-
-
Dlugosz, Dominika;
Eftestøl, Trygve Christian;
Krolak, Aleksandra;
Wiktorski, Tomasz;
Ørn, Stein
(2018)
The North Sea bicycle race ECG project: Time-domain analysis
Journal of Automation, Mobile Robotics & Intelligent Systems
ISSN 1897-8649.
Volum 12.
Hefte 1.
s.23-32.
DOI: 10.14313/JAMRIS_1-2018/3
-
-
Długosz, Dominika;
Krolak, Aleksandra;
Eftestøl, Trygve Christian;
Ørn, Stein;
Wiktorski, Tomasz;
Oskal, Kay Raymond;
Nygård, Martin
(2018)
ECG Signal Analysis for Troponin Level Assessment and Coronary Artery Disease Detection: the NEEDED Study 2014
Annals of Computer Science and Information Systems
ISSN 2300-5963.
Volum 15.
s.1065-1068.
DOI: 10.15439/2018F247
-
-
Wiktorski, Tomasz;
Demchenko, Yuri;
Belloum, Adam
(2017)
Model Curricula for Data Science EDISON Data Science Framework
IEEE conference proceedings
DOI: 10.1109/CloudCom.2017.60
-
-
Demchenko, Yuri;
Belloum, Adam;
de Laat, Cees;
Loomis, Charles;
Wiktorski, Tomasz;
Spekschoor, Erwin
(2017)
Customisable Data Science Educational Environment: From Competences Management and Curriculum Design to Virtual Labs On-Demand.
IEEE conference proceedings
DOI: 10.1109/CloudCom.2017.59
-
-
Agrawal, Bikash;
Wiktorski, Tomasz;
Chunming, Rong
(2017)
Adaptive real-time anomaly detection in cloud infrastructures
Concurrency and Computation
ISSN 1532-0626.
Volum 29.
Hefte 24.
DOI: 10.1002/cpe.4193
-
-
Długosz, Dominika;
Eftestøl, Trygve Christian;
Ørn, Stein;
Wiktorski, Tomasz;
Krolak, Aleksandra
(2017)
The North Sea Bicycle Race ECG Project: Time-Domain Analysis
Annals of Computer Science and Information Systems
ISSN 2300-5963.
Volum 11.
s.1353-1356.
DOI: 10.15439/2017F303
-
-
Agrawal, Bikash;
Chakravorty, Antorweep;
Wiktorski, Tomasz;
Chunming, Rong
(2016)
Enrichment of Machine Learning based Activity Classification in Smart Homes using Ensemble Learning
Association for Computing Machinery (ACM)
s.196-201.
DOI: 10.1145/2996890.3007861
-
-
Agrawal, Bikash;
Hansen, Raymond;
Chunming, Rong;
Wiktorski, Tomasz
(2016)
SD-HDFS: Secure Deletion in Hadoop Distributed
File System
IEEE
s.181-189.
DOI: 10.1109/BigDataCongress.2016.30
-
-
Wiktorski, Tomasz;
Shirazi, Anousheh Shenavari;
Demchenko, Yuri;
Belloum, Adam
(2016)
Quantitative and Qualitative Analysis of Current Data Science Programs from Perspective of Data Science Competence Groups and Framework
IEEE
s.633-638.
DOI: 10.1109/CloudCom.2016.0109
-
-
Agrawal, Bikash;
Wiktorski, Tomasz;
Chunming, Rong
(2016)
Adaptive Anomaly Detection in Cloud Using Robust and Scalable Principal Component Analysis
IEEE
DOI: 10.1109/ispdc.2016.22
-
-
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
IEEE
s.620-626.
DOI: 10.1109/CloudCom.2016.0107
-
-
Agrawal, Bikash;
Wiktorski, Tomasz;
Chunming, Rong
(2015)
Analyzing and Predicting Failure in Hadoop Clusters Using Distributed Hidden Markov Model
Springer Publishing Company
s.232-246.
DOI: 10.1007/978-3-319-28430-9_18
-
-
Wiktorski, Tomasz;
Hacker, Thomas J.
(2015)
Problem-based learning approach to a course in data intensive systems
IEEE International Conference on Cloud Computing Technology and Science
ISSN 2330-2186.
Volum 2015-February.
Hefte February.
s.942-948.
DOI: 10.1109/CloudCom.2014.133
-
-
Wiktorski, Tomasz;
Hacker, Thomas;
Hansen, Raymond;
Rodgers, Gregory
(2015)
Experience with Problem-based Learning in a
Hybrid Classroom
IEEE
s.575-581.
DOI: 10.1109/CloudCom.2015.70
-
-
Selsaas, Lars Ropeid;
Agrawal, Bikash;
Chunming, Rong;
Wiktorski, Tomasz
(2015)
AFFM: Auto feature engineering in field-aware factorization machines for predictive analytics
IEEE Press
s.1705-1709.
DOI: 10.1109/ICDMW.2015.245
-
-
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
IEEE
s.588-593.
DOI: 10.1109/CloudCom.2015.57
-
-
Agrawal, Bikash;
Chakravorty, Antorweep;
Rong, Chunming;
Wlodarczyk, Tomasz Wiktor
(2015)
R2Time: A framework to analyse open TSDB Time-series data in HBase
IEEE International Conference on Cloud Computing Technology and Science
ISSN 2330-2186.
Volum 2015-February.
Hefte February.
s.970-975.
DOI: 10.1109/CloudCom.2014.84
-
-
Wlodarczyk, Tomasz Wiktor;
Hacker, Thomas J.
(2014)
Problem-based Learning Approach
to a Course in Data Intensive Systems
IEEE
s.942-948.
DOI: 10.1109/CloudCom.2014.133
-
-
Chakravorty, Antorweep;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2014)
A Scalable K-Anonymization Solution for Preserving Privacy in an Aging-in-Place Welfare Intercloud
IEEE
s.424-431.
DOI: 10.1109/IC2E.2014.43
-
-
Chakravorty, Antorweep;
Rong, Chunming;
Evensen, Pål;
Wlodarczyk, Tomasz Wiktor
(2014)
A Distributed Gaussian-Means Clustering Algorithm for Forecasting Domestic Energy Usage
IEEE
s.229-236.
DOI: 10.1109/smartcomp.2014.7043863
-
-
Agrawal, Bikash;
Chakravorty, Antorweep;
Rong, Chunming;
Wlodarczyk, Tomasz Wiktor
(2014)
R2Time: a framework to analyse OpenTSDB timeseries
data in HBase
IEEE
s.970-975.
DOI: 10.1109/CloudCom.2014.84
-
-
Wlodarczyk, Tomasz Wiktor;
Hacker, Thomas
(2014)
Current trends in predictive analytics of big data
International Journal of Big Data Intelligence
ISSN 2053-1389.
DOI: 10.1504/IJBDI.2014.066326
-
-
Wlodarczyk, Tomasz Wiktor
(2014)
Performance of Data Extraction from OpenTSDB
s.1170-1181.
-
-
Chakravorty, Antorweep;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2013)
Safer@Home Analytics: a Big Data Analytical Solution for Smart Homes
IEEE
s.705-710.
DOI: 10.1109/CloudCom.2013.129
-
-
Hao, Ming;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2013)
Performance Analysis and Optimization of Map Only Left Outer Join
IEEE
s.625-631 .
DOI: 10.1109/WAINA.2013.74
-
-
TaheriMonfared, Aryan;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2013)
Real-Time Handling of Network Monitoring Data Using a Data-Intensive Framework
IEEE
s.258-265.
DOI: 10.1109/CloudCom.2013.41
-
-
Wlodarczyk, Tomasz Wiktor
(2013)
Towards Model of Accountability for Cloud Computing Services
IFIP WG 11.11 on Trust Management
ISSN 2079-2247.
-
-
Chakravorty, Antorweep;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2013)
Privacy Preserving Data Analytics for Smart Homes
IEEE
s.23-27.
DOI: 10.1109/SPW.2013.22
-
-
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
Akademika forlag
s.70-75.
-
-
Wlodarczyk, Tomasz Wiktor;
Han, Yi;
Yu, Xiao;
Rong, Chunming
(2012)
Evaluation of some optimisation techniques for semantic query answering on shared–nothing architecture
International Journal of Space-Based and Situated Computing (IJSSC)
ISSN 2044-4893.
Volum 2.
Hefte 1.
s.12-22.
DOI: 10.1504/IJSSC.2012.045567
-
-
Wlodarczyk, Tomasz Wiktor
(2012)
Overview of Time Series Storage and Processing in a Cloud Environment
IEEE conference proceedings
s.625 -628.
DOI: 10.1109/cloudcom.2012.6427510
-
-
Byambajav, Byambajargal;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming;
LePendu, Paea;
Shah, Nigam
(2012)
Performance of Left Outer Join on Hadoop with Right Side within Single Node Memory Size
IEEE
s.1075 -1080.
DOI: 10.1109/waina.2012.20
-
-
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
IEEE
s.391 -396.
-
-
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming;
Wåge, Dagfinn
(2011)
Challenges in Healthcare and Welfare Intercloud
IEEE
-
-
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2011)
An Initial Survey on Integration and Application of Cloud Computing to High Performance Computing
IEEE
s.612-617.
-
-
Demchenko, Yuri;
Ngo, Canh;
de Laat, Cees;
Rong, Chunming;
Wlodarczyk, Tomasz Wiktor;
Ziegler, Wolfgang
(2011)
Security Infrastructure for On-demand Provisioned Cloud Infrastructure Services
IEEE
s.255-263.
DOI: 10.1109/cloudcom.2011.42
-
-
Wlodarczyk, Tomasz Wiktor;
Han, Yi;
Rong, Chunming
(2011)
Performance Analysis of Hadoop for Query Processing
IEEE
s.507-513.
DOI: 10.1109/waina.2011.130
-
-
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming;
O'Connor, Martin;
Musen, Mark A.
(2011)
SWRL-F: a fuzzy logic extension of the semantic web rule language
ACM Publications
DOI: 10.1145/1988688.1988735
-
-
Rong, Chunming;
Jia, Baodong;
Wlodarczyk, Tomasz Wiktor
(2010)
Performance Considerations of Data Acquisition in Hadoop System
IEEE
s.545-549.
-
-
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
IEEE
s.123-127.
-
-
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2010)
On the sustainability impacts of cloud-enabled cyber physical space
IEEE
s.597-602.
-
-
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.
-
-
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming;
Nyulas, Csongor I;
Musen, Mark A.
(2010)
An efficient approach to intelligent real-time monitoring using ontologies and Hadoop
IEEE Press
s.209-215.
-
-
Rong, Chunming;
Thorsen, Kari Anne Haaland;
Wlodarczyk, Tomasz Wiktor
(2009)
Industrial Cloud: Toward Inter-Enterprise Integration
Springer
s.460-471.
-
-
Esteves, Rui Máximo Esteves;
Wlodarczyk, Tomasz Wiktor;
Rong, Chunming
(2009)
Bayesian Networks for Fault Detection under Lack of Historical Data
IEEE
s.732-736.
-