Search Results - subject:"Restricted Boltzmann machine"

Analyzing browsing across websites by machine learning methods

Falke, Andreas; Hruschka, Harald - In: Journal of business economics : JBE 92 (2022) 5, pp. 829-852

Persistent link: https://www.econbiz.de/10013438873

Analyzing joint brand purchases by conditional restricted Boltzmann machines

Hruschka, Harald - In: Review of managerial science : RMS 16 (2022) 4, pp. 1117-1145

Persistent link: https://www.econbiz.de/10013191697

Analyzing browsing across websites by machine learning methods

Falke, Andreas; Hruschka, Harald - In: Journal of Business Economics 92 (2021) 5, pp. 829-852

The increasing importance of online distribution channels is paralleled by a rising interest in gaining insights into the customer journey and browsing behavior. We evaluate several machine learning methods (latent Dirichlet allocation, correlated topic model, structural topic model, replicated...

Persistent link: https://www.econbiz.de/10014501273

Analyzing joint brand purchases by conditional restricted Boltzmann machines

Hruschka, Harald - In: Review of Managerial Science 16 (2021) 4, pp. 1117-1145

We introduce the conditional restricted Boltzmann machine as method to analyze brand-level market basket data of … individual households. The conditional restricted Boltzmann machine includes marketing variables and household attributes as … independent variables. To our knowledge this is the first study comparing the conditional restricted Boltzmann machine to …

Persistent link: https://www.econbiz.de/10014501281

Service recommendation using conditional restricted Boltzmann machines

Li, Tianyang; He, Ting; Wang, Zhongjie - In: International journal of services technology and management 25 (2019) 5/6, pp. 423-442

Persistent link: https://www.econbiz.de/10012149087

Comparing unsupervised probabilistic machine learning methods for market basket analysis

Hruschka, Harald - In: Review of managerial science : RMS 15 (2021) 2, pp. 497-527

Persistent link: https://www.econbiz.de/10012489166

Interdependences of products in market baskets : comparing the conditional restricted Boltzmann machine to the multivariate logit model

Hruschka, Harald - In: Review of marketing science 19 (2021) 1, pp. 33-51

Persistent link: https://www.econbiz.de/10012656896

A Hybrid Imputation Method Based on Denoising Restricted Boltzmann Machine

Xu, Jiang; Liu, Siqian; Chen, Zhikui; Leng, Yonglin - In: International Journal of Grid and High Performance … 10 (2018) 2, pp. 1-13

order to reduce interference and computation, denoising restricted Boltzmann machine model is developed for robust feature …

Persistent link: https://www.econbiz.de/10012045070

An Image Classification Algorithm and its Parallel Implementation Based on ANL-RBM

Song, Haifeng; Chen, Guangsheng; Yang, Weiwei - In: Journal of Information Technology Research (JITR) 11 (2018) 3, pp. 29-46

This article describes how when using Restricted Boltzmann Machine (RBM) algorithm to design the image classification … algorithm based on ANL-RBM (Adaptive Nodes and Layers Restricted Boltzmann Machine). The algorithm can automatically calculate …

Persistent link: https://www.econbiz.de/10012049168