Results 31 to 40 of about 4,805,610 (298)
Cluster Membership of Galaxies Using Multi-Layer Perceptron Neural Network
Universe, 2022 In this study, we report systematic investigations of the membership of galaxies inside a cluster using a machine learning (ML) neural network. By directly assigning the membership, rather than estimating the galaxy redshift as an intermediate step, we ...
Yasuhiro Hashimoto, Cheng-Han Liu
doaj +1 more source
Promet (Zagreb), 2012 This paper compares two fuzzy clustering algorithms – fuzzy subtractive clustering and fuzzy C-means clustering – to a multi-layer perceptron neural network for their ability to predict the severity of crash injuries and to estimate the response time on ...
Iman Aghayan +2 more
doaj +1 more source
Diabet Diagnosis with Support Vector Machines and Multi Layer Perceptron
, 2020 Diabet is one of the metabolic trouble which is generally occurs genetic and environmental components. It happens increasing of blood level. In this study, diabet illness has been diagnosed with its features by classification with support vector machines
Ensari, Tolga, Kurt, Mehmet Salih
core +1 more source
Perceptron-Like Large Margin Classifiers [PDF]
, 2007 We address the problem of binary linear classification with emphasis on algorithms that lead to separation of the data with large margins. We motivate large margin classification from statistical learning theory and review two broad categories of large ...
Tsampouka, Petroula
core +1 more source
PREDIKSI PENERIMAAN MAHASISWA BARU DENGAN MULTI LAYER PERCEPTRON [PDF]
, 2018 Penerimaan mahasiswa baru adalah agenda yang rutin dijalani oleh sebuah institusi perguruan tinggi,. Jumlah penerimaan mahasiswa baru dapat meningkat atau menurun setiap tahunnya di Universitas Semarang.
Wakhidah, Nur +2 more
core +1 more source
Antenna azimuth diagnosis based on multi-layer perceptron model
Dianxin kexue, 2021 Antenna azimuth was seen as a key factor in the quality of mobile communications, and its accuracy will directly affect the quality of network optimization.An antenna azimuth diagnosis method was proposed based on multi-layer perceptron.The azimuth was ...
Xiangrong CHEN
doaj +2 more sources
Predictive analytics in accounting: Using regression models to forecast financial outcomes
Alexandria Engineering JournalThis study evaluates and optimizes sales prediction forecasting models through traditional time-series algorithms and machine learning algorithms, with a specific focus on dynamic models instead of static. The research analyzes four different forecasting
I. Elbatal +5 more
doaj +1 more source
Stock Price Forecast with Multi Layer Perceptron Artificial Neural Networks [PDF]
, 2021 This study maps and analyzes the academic literature regarding the stock price forecast with multi layer perceptron artificial neural networks, through bibliometric analysis and systematic review. The adoption of these methods requires the use of RStudio,
Fantin, Cristiane Orquisa +1 more
core +1 more source
Incremental Learning Approach for Enhancing the Performance of Multi-Layer Perceptron for Determining the Stock Trend [PDF]
, 2014 This paper introduces a new technique for achieving minimum risk of predicting stock trend using multi-layer perceptron. The proposed technique presents the method of classification the stock trend .the paper show a comparison among multi-layer ...
Ahmed, Abeer Badr El Din +3 more
core +1 more source
Pengenalan Simbol Jarimatika Menggunakan Orientasi Histogram dan Multi-layer Perceptron
, 2015 Makalah ini membahas tentang pengenalan simbol-simbol Jarimatika menggunakan Jaringan Syaraf Tiruan (JST). Hasil penelitian ini dapat digunakan untuk pengembangan aplikasi perhitungan Jarimatika dan interaksi antara manusia dan komputer yang lebih ...
Agus Harjoko, Andi Sunyoto
core +1 more source