Machine learning for resource management in next-generation optical networks

Research output

Research output per year 2007 2008 2009 2012

• 6 Conference contribution
• 3 Article

Research output per year

Research output per year

Search results

• 2012

  Two methods for reliable classification of network traffic

  Dashevskiy, M. & Luo, Z., Sept 2012, In: Progress in Artificial Intelligence. 1, 3, p. 223-234 12 p.

  Research output: Contribution to journal › Article › peer-review
• 2011

  Time series prediction with performance guarantee

  Dashevskiy, M. & Luo, Z., 20 May 2011, In: IET Communications. 5, 8, p. 1044–1051

  Research output: Contribution to journal › Article › peer-review
• 2009

  Prediction of long-range dependent time series data with performance guarantee

  Dashevskiy, M. & Luo, Z., 2009, Stochastic Algorithms: Foundations and Applications, Lecture Notes in Computer Science. Vol. 5792. p. 31-45

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Predictions with confidence in applications,

  Dashevskiy, M. & Luo, Z., 2009, Lecture Notes in Computer Science. Vol. 5632. p. 775-786

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Reliable Probabilistic Classification of Internet Traffic

  Dashevskiy, M. & Luo, Z., 2009, In: International Journal of Information Acquisition. 6, 2, p. 133-146 14 p.

  Research output: Contribution to journal › Article › peer-review
• 2008

  Guaranteed network traffic demand prediction using FARIMA models

  Dashevskiy, M. & Luo, Z., 2008, Lecture Notes in Computer Sc. Vol. 5326. p. 274-281

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Network traffic demand prediction with confidence

  Dashevskiy, M. & Luo, Z., 2008, IEEE GLOBECOM 2008. p. 1-5 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Reliable probabilistic classification and its application to Internet traffic

  Dashevskiy, M. & Luo, Z., 2008, Lecture Notes in Computer Science. Vol. 5226. p. 380-388

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2007

  On-line network resource consumption prediction with confidence

  Luo, Z., 2007, Second International Conference on Communications and Networking in China, 2007. CHINACOM '07. . p. 104-108

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution