December 9, 2017
Comments Off on A Decision Making Technique to Optimize a Buildings Stock Energy Efficiency
Posted in: IEEE 2017, MATLAB
A Decision Making Technique to Optimize a Buildings Stock Energy Efficiency Abstract: This paper focuses on applying multicriteria decision making tools to determine an optimal energy retrofit plan for a portfolio of buildings. We present a two-step decision making technique employing a multiobjective optimization algorithm followed by a multiattribute ranking procedure. The method aims at […]
December 9, 2017
Comments Off on On the Soundness and Security of Privacy-Preserving SVM for Outsourcing Data Classification
Posted in: IEEE 2017, Java
Online Ensemble Learning of Data Streams with Gradually Evolved Classes Abstract Class evolution, the phenomenon of class emergence and disappearance, is an important research topic for data stream mining. All previous studies implicitly regard class evolution as a transient change, which is not true for many real-world problems. This paper concerns the scenario where classesemerge or disappear gradually. A class-based ensemble approach, namely Class-Based ensemble forClass Evolution (CBCE), is proposed. By maintaining […]