Search Results - Algorithm combining and selection

Combination of Video Change Detection Algorithms by Genetic Programming by Bianco, Simone, Ciocca, Gianluigi, Schettini, Raimondo

“…Within the field of computer vision, change detection algorithms aim at automatically detecting significant changes occurring in a scene by analyzing the sequence of frames in a video stream…”
Get full text

A hybrid feature selection algorithm combining information gain and grouping particle swarm optimization for cancer diagnosis by Yang, Fangyuan, Xu, Zhaozhao, Wang, Hong, Sun, Lisha, Zhai, Mengjiao, Zhang, Juan

“… Based on this, this paper proposes a hybrid feature selection algorithm combining information gain and grouping particle swarm optimization (IG-GPSO…”
Get full text

Novel noninvasive embryo selection algorithm combining time-lapse morphokinetics and oxidative status of the spent embryo culture medium by Alegre, Lucía, Del Gallego, Raquel, Arrones, Sarai, Hernández, Purificación, Muñoz, Manuel, Meseguer, Marcos

“…To develop a noninvasive embryo selection algorithm consisting of time-lapse morphokinetics and the oxidative status of the spent embryo culture medium determined using the Thermochemiluminescence (TCL) Analyzer…”
Get more information

A new feature selection algorithm combining genetic algorithm, exponential decay function, and machine learning to realize hyperspectral estimation of winter wheat leaf area index by Yang, Chenbo, Bai, Juan, Sun, Hui, Bi, Rutian, Song, Lifang, Muhammad, Amjad, Wang, Chao, Zhao, Yu, Yang, Wude, Xiao, Lujie, Zhang, Meijun, Song, Xiaoyan, Feng, Meichen

“… Screening hyperspectral information is an important direction in hyperspectral research. Genetic algorithm (GA) is a commonly used variable selection method…”
Get full text

A meta-heuristic feature selection algorithm combining random sampling accelerator and ensemble using data perturbation by Zhang, Shuaishuai, Liu, Keyu, Xu, Taihua, Yang, Xibei, Zhang, Ao

“…Meta-heuristic algorithms have been extensively utilized in feature selection tasks because they can obtain the global optimal solution…”
Get full text

Algorithm selection and combining multiple learners for residential energy prediction by Güngör, Onat, Akşanlı, Barış, Aydoğan, Reyhan

“… Accordingly, we first introduce an algorithm selection approach, which identifies the best prediction algorithm for the given residence with respect to its characteristics such as number of people…”
Get full text

A novel method combining deep learning with the Kennard–Stone algorithm for training dataset selection for image‐based rice seed variety identification by Jin, Chen, Zhou, Xinyue, He, Mengyu, Li, Cheng, Cai, Zeyi, Zhou, Lei, Qi, Hengnian, Zhang, Chu

“…‐resolution dataset demonstrated superior performance to that of the model using the low‐resolution dataset. A novel training sample selection methodology was introduced integrating deep learning with the Kennard…”
Get full text

A hybrid feature selection algorithm combining information gain and genetic search for intrusion detection by Liu, Yingshang, Liang, Shouyu, Fang, Wenchong, Zhou, Zhifeng, Hu, Rong, Zhou, Huafeng, Hou, Jian, Wang, Yichang

“… Therefore, a hybrid feature selection algorithm which combines information gain and genetic search to improve the work efficiency of intrusion detection systems is proposed…”
Get full text

Gene selection algorithm by combining reliefF and mRMR by Zhang, Yi, Ding, Chris, Li, Tao

“… In this paper, we present a two-stage selection algorithm by combining ReliefF and mRMR: In the first stage, ReliefF is applied to find a candidate gene set…”
Get full text

Super node selection algorithm combining reputation and capability model in P2P streaming media network by Rongfei, M. A.

“… Aiming at the characteristics of P2P system, a selection method combining node reputation and service capability is proposed…”
Get full text

A novel framework combining band selection algorithm and improved 3D prototypical network for tree species classification using airborne hyperspectral images by Wu, Jing, Chen, Long, Wang, Jiaqi, Li, Yunfan, Chen, Erxue, Zhang, Xiaoli

“…•The FAST 3D-CNN P-Net method can improve the feature extraction process.•The CNN-based band selection algorithm performs better in dimensionality reduction…”
Get full text

A hybrid feature selection algorithm combining information gain and grouping particle swarm optimization for cancer diagnosis by Fangyuan Yang, Zhaozhao Xu, Hong Wang, Lisha Sun, Mengjiao Zhai, Juan Zhang

Get full text

Two Novel Instance Selection Methods Combining Algorithm Performance and Landscape Analysis: A Comparative Study in Continuous Optimization by Stripinis, Linas, Kudela, Jakub, Paulavicius, Remigijus

“… In this article, we focus on instance selection methods, which aim to choose representative problems for evaluating algorithm performance…”
Get full text

Combining the genetic algorithm and successive projection algorithm for the selection of feature wavelengths to evaluate exudative characteristics in frozen–thawed fish muscle by Cheng, Jun-Hu, Sun, Da-Wen, Pu, Hongbin

“…) models were established using five key wavelengths, selected by combining a genetic algorithm and successive projections algorithm, and this showed satisfactory performance in drip loss prediction…”
Get full text

A feature selection algorithm combining information gain and multi-objective genetic search for intrusion detection system by Xie, Tao

“…In order to improve the detection rate and speed of intrusion detection system, this paper proposes a feature selection algorithm…”
Get full text

Combining prior knowledge with input selection algorithms for quantitative analysis using neural networks in laser induced breakdown spectroscopy by Luarte, Danny, Myakalwar, Ashwin Kumar, Velásquez, Marizú, Álvarez, Jonnathan, Sandoval, Claudio, Fuentes, Rodrigo, Yañez, Jorge, Sbarbaro, Daniel

“… This work presents a systematic methodology based on the Akaike information criterion (AIC) for selecting the wavelengths of LIBS spectra as well as the ANN model complexity, by combining prior knowledge and variable selection algorithms…”
Get more information

Feature selection combining genetic algorithm and Adaboost classifiers by Chouaib, H., Terrades, O.R., Tabbone, S., Cloppet, F., Vincent, N.

“…This paper presents a fast method using simple genetic algorithms (GAs) for features selection…”
Get full text

Estimation of soil organic carbon content by Vis-NIR spectroscopy combining feature selection algorithm and local regression method by Baoyang Liu, Baofeng Guo, Renxiong Zhuo, Fan Dai

“… In addition, when the genetic algorithm is utilized for spectral feature selection, we obtained a more representative spectral subset through a novel coding approach…”
Get full text

Support vector regression optimized by black widow optimization algorithm combining with feature selection by MARS for mining blast vibration prediction by Xu, Guoquan, Wang, Xinyu

“…•Feature selection is performed based on multivariate adaptive regression splines.•Using a black widow optimization algorithm for hyperparameter optimization…”
Get full text

Combining routing and virtual machine selection algorithm based on multi-hop cloud wireless access network of mobile edge computing by Shao, Yilin

“… This study also introduces the krill herd algorithm and analyses its advantages and disadvantages…”
Get full text