Rui Paulo Maximo Pereira Mateus Esteves
Adjunct Associate Professor
Contact
Email: rui.esteves@uis.no
Department
Faculty of Science and Technology
Department of Electrical Engineering and Computer Science
Publications
- Vitenskapelige publikasjoner
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Xiao, Chengwei; Ye, Jiaqi; Esteves, Rui Paulo Maximo Pereira Mateu; Chunming, Rong
(2016)
Using Spearman's correlation coefficients for exploratory data analysis on big dataset.Concurrency and Computation.
ISSN 1532-0626.
Volum 28.
Hefte 14.
s.3866-3878.
DOI: 10.1002/cpe.3745
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Kejela, Girma; Esteves, Rui Paulo Maximo Pereira Mateu; Rong, Chunming
(2015)
Predictive analytics of sensor data using distributed machine learning techniques.IEEE International Conference on Cloud Computing Technology and Science.
ISSN 2330-2186.
Volum 2015-February.
Hefte February.
s.626-631.
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Ye, Jiaqi; Xiao, Chengwei; Esteves, Rui Paulo Maximo Pereira Mateu; Chunming, Rong
(2015)
Time Series Similarity Evaluation Based on Spearman’s Correlation Coefficients and Distance Measures. I: Cloud Computing and Big Data.Springer Publishing Company.
ISBN 978-3-319-28429-3.
s.319-331.
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Kejela, Girma; Esteves, Rui Paulo Maximo Pereira Mateu; Rong, Chunming
(2014)
Predictive Analytics of Sensor Data Using Distributed Machine Learning Techniques. I: CloudCom 2014, IEEE 6th International Conference on Cloud Computing Technology and Science, Singapore, 15-18. December, 2014 .IEEE (Institute of Electrical and Electronics Engineers).
ISBN 978-1-4799-4093-6.
s.626-631.
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Esteves, Rui Paulo Maximo Pereira Mateu; Hacker, Thomas; Rong, Chunming
(2014)
A new approach for accurate distributed cluster analysis for Big Data: competitive K-Means.International Journal of Big Data Intelligence.
ISSN 2053-1389.
Volum 1.
Hefte 1-2.
s.50-64.
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Esteves, Rui Paulo Maximo Pereira Mateu; Hacker, Thomas; Rong, Chunming
(2013)
Competitive K-means: a new accurate and distributed k-means algorithm for large datasets. I: 2013 IEEE International Conference on Cloud Computing Technology and Science.IEEE (Institute of Electrical and Electronics Engineers).
ISBN 978-0-7695-5095-4.
s.17-24.
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Esteves, Rui Paulo Maximo Pereira Mateu; Hacker, Thomas; Rong, Chunming
(2012)
Cluster Analysis for the Cloud: Parallel Competitive Fitness and Parallel K-means++ for Large Dataset Analysis. I: CloudCom 2012 : Fourth IEEE International Conference on Cloud Computing Technology and Science, Proceedings, Taipei, Taiwan, December 3-6, 2012.IEEE conference proceedings.
ISBN 978-1-4673-4509-5.
s.177-184.
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Esteves, Rui Paulo Maximo Pereira; Rong, Chunming
(2011)
Using Mahout for Clustering Wikipedia’s Latest Articles: A Comparison between K-means and Fuzzy C-means in the Cloud. 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.565-569.
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Esteves, Rui Paulo Maximo Pereira; Pais, Rui; Rong, Chunming
(2011)
K-means Clustering in the Cloud -- A Mahout Test. I: Advanced Information Networking and Applications (WAINA), 2011 IEEE Workshops of International Conference on.IEEE (Institute of Electrical and Electronics Engineers).
ISBN 978-1-61284-829-7.
s.514-519.
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Rong, Chunming; Esteves, Rui Máximo Esteves
(2010)
Social impact of privacy in cloud computing. 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.593-596.
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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.
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- Bøker og kapitler
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Esteves, Rui Paulo Maximo Pereira Mateu
(2013)
Cluster Analysis for Big Data and Failure Detection.
Universitetet i Stavanger.
ISBN 978-82-7644-527-5.
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- Formidling
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Esteves, Rui Paulo Maximo Pereira; Pais, Rui; Rong, Chunming
(2011)
Using Mahout for Clustering Wikipedia’s Latest Articles: A Comparison between K-means and Fuzzy C-means in the Cloud.
the 3rd IEEE international conference on Cloud Computing Technology and Science (CloudCom) 2011;
2011-11-29 - 2011-12-01.
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Esteves, Rui Paulo Maximo Pereira; Pais, Rui; Rong, Chunming
(2011)
K-means Clustering in the Cloud? A Mahout Test.
2011 IEEE Intl. Conference on Advanced Information Networking and Applications (AINA);
2011-03-22 - 2011-03-25.
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- Kunstnerisk produksjon
- Kommersialisering
