Ensemble RBF modeling technique for quality design

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Video Quality Modeling for Quality-driven Design

This paper models the video quality, which focuses on the effects of computation precision by combining subjective-objective metric. The motivation behind the research is to bring quality-driven design into effect for video applications. We change the computation-precision of IDCT, the kernel program of MPEG-2 video decoder and get the experimental computation-precision-oriented video quality m...

متن کامل

KPCA and ELM ensemble modeling of wastewater effluent quality indices

Reliable measurements of effluent quality are important for different operational tasks such as process monitoring, online simulation, and advanced control in the wastewater treatment process (WWTP). A kernel principal component analysis (KPCA) and extreme learning machine (ELM) based ensemble soft sensing model for effluent quality prediction was proposed. KPCA was used to extract nonlinear fe...

متن کامل

A Simple Ensemble Technique

In this paper we present our solution for the AusDM Analytic Challenge 2009. We applied a simple approach based on a smart variable selection technique. The basic idea is looking at the pairs of models and searching for those pairs where the errors of the two models compensate each other. As the final results of the challenge are unknown at the time of writing this paper, we can only report pre...

متن کامل

Medical Image Inpainting with RBF Interpolation Technique

Inpainting is a method for repairing damaged images or to remove unwanted parts of an image. While this process has been performed by professional artists in the past, today, the use of this technology is emerging in the medical area – especially in the medical imaging realm. In this study, the proposed inpainting method uses a radial basis function (RBF) interpolation technique. We first expla...

متن کامل

Pareto RBF network ensemble using multi-objective evolutionary computation

In this paper, evolutionary multi-objective selection method of RBF networks structure is considered. The candidates of RBF network structure are encoded into the chromosomes in GAs. Then, they evolve toward Pareto-optimal front defined by several objective functions concerning with model accuracy and model complexity. An ensemble network constructed by such Pareto-optimal models is also consid...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of Management Science and Engineering

سال: 2019

ISSN: 2096-2320

DOI: 10.1016/j.jmse.2019.05.005