Rui Paulo Maximo Pereira Mateus Esteves | Universitetet i Stavanger

Kontakt

E-post: rui.esteves@uis.no

Organisasjonsenhet

Det teknisk-naturvitenskapelige fakultet

Institutt for data- og elektroteknologi

Publikasjoner

Tilbake

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.
Kunstnerisk produksjon
Kommersialisering