Attr2vec: A Neural Network Based Item Embedding Method
نویسندگان
چکیده
منابع مشابه
A conjugate gradient based method for Decision Neural Network training
Decision Neural Network is a new approach for solving multi-objective decision-making problems based on artificial neural networks. Using inaccurate evaluation data, network training has improved and the number of educational data sets has decreased. The available training method is based on the gradient decent method (BP). One of its limitations is related to its convergence speed. Therefore,...
متن کاملLink Prediction using Network Embedding based on Global Similarity
Background: The link prediction issue is one of the most widely used problems in complex network analysis. Link prediction requires knowing the background of previous link connections and combining them with available information. The link prediction local approaches with node structure objectives are fast in case of speed but are not accurate enough. On the other hand, the global link predicti...
متن کاملA neural network based dedicated thinning method
This paper presents a new application of a neural network model in the area of dedicated (handwritten numerals) binary pattern thinning. The thinning method has been tested on 6000 randomly selected images of unconstrained handwritten numerals. The test results show that the method introduces minimal structural deformity and the skeletal shape of the underlying pattern is retained.
متن کاملNew Multi-Domains Image Watermarking Method Based on Multi-Watermarks Embedding and Neural Network Segmentation
The need for a robust method that protects owner rights against unintended or malicious stealing, which has arisen because of the rapid increase of Internet data exchange and multimedia use, in addition to international electronic commercial services and the multimedia that it contains, has become a substantial constraint to the research in this domain. This paper proposes a novel method for im...
متن کاملBank efficiency evaluation using a neural network-DEA method
In the present time, evaluating the performance of banks is one of the important subjects for societies and the bank managers who want to expand the scope of their operation. One of the non-parametric approaches for evaluating efficiency is data envelopment analysis(DEA). By a mathematical programming model, DEA provides an estimation of efficiency surfaces. A major problem faced by DEA is that...
متن کاملذخیره 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: DEStech Transactions on Computer Science and Engineering
سال: 2018
ISSN: 2475-8841
DOI: 10.12783/dtcse/cmee2017/19993