Rui Paulo Maximo Pereira Mateus Esteves

Førsteamanuensis II i data Science

Rui Paulo Maximo Pereira Mateus Esteves

Kontakt

E-post: rui.esteves@uis.no

Avdeling

Det teknisk-naturvitenskapelige fakultet

Institutt for data- og elektroteknologi

Publikasjoner

Vitenskapelige publikasjoner

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

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.

DOI: 10.1109/CloudCom.2014.44

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.

DOI: 10.1007/978-3-319-28430-9_24

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.

DOI: 10.1109/CloudCom.2014.44

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.

DOI: 10.1504/IJBDI.2014.063844

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.

DOI: 10.1109/CloudCom.2013.89

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.

DOI: 10.1109/cloudcom.2012.6427553

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.

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.

DOI: 10.1109/waina.2011.136

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.

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.

Bøker og kapitler

Esteves, Rui Paulo Maximo Pereira Mateu

(2013)

Cluster Analysis for Big Data and Failure Detection.

Universitetet i Stavanger.

ISBN 978-82-7644-527-5.

Formidling

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.

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.