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- research-articleMay 2024
Research on the Identification Algorithm of Ancient Glass Relics
CACML '24: Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine LearningPages 40–43https://doi.org/10.1145/3654823.3654831The burial environment exerts a significant influence on the weathering process of ancient glass, resulting in alterations in composition ratios due to extensive reactions between internal and environmental elements. These modifications have implications ...
- research-articleDecember 2022
Quantile composite-based path modeling: algorithms, properties and applications
Advances in Data Analysis and Classification (SPADAC), Volume 16, Issue 4Pages 909–949https://doi.org/10.1007/s11634-021-00469-0AbstractComposite-based path modeling aims to study the relationships among a set of constructs, that is a representation of theoretical concepts. Such constructs are operationalized as composites (i.e. linear combinations of observed or manifest ...
- research-articleSeptember 2022
Logistic Regression via Excel Spreadsheets: Mechanics, Model Selection, and Relative Predictor Importance
INFORMS Transactions on Education (ITED), Volume 23, Issue 1Pages 1–11https://doi.org/10.1287/ited.2021.0263Logistic regression is one of the most fundamental tools in predictive analytics. Graduate business analytics students are often familiarized with implementation of logistic regression using Python, R, SPSS, or other software packages. However, an ...
- articleJanuary 2016
On the fusion of regression and neural network methods
International Journal of Intelligent Systems Technologies and Applications (IJISTA), Volume 15, Issue 3Pages 255–280https://doi.org/10.1504/IJISTA.2016.078357In this paper, a cascade forward back propagation neural CFBN network model and an ordinary least squares OLS regression model are fused together to form a hybrid model called 'hybrid OLS-CFBN' technique. The hybrid model was applied on the crude oil ...
- ArticleDecember 2013
A New Look at Compressed Ordinary Least Squares
ICDMW '13: Proceedings of the 2013 IEEE 13th International Conference on Data Mining WorkshopsPages 482–488The prospect of carrying out data mining on cheaply compressed versions of high dimensional massive data sets holds tremendous potential and promise. However, our understanding of the performance guarantees available from such computationally ...
- articleJanuary 2013
Determinants of China's Technology Availability and Utilization 2006–2009: A Spatial Analysis
The Information Society (ISOC), Volume 29, Issue 1Pages 26–48https://doi.org/10.1080/01972243.2012.739266There are significant regional disparities in the level of technology availability and utilization in China. This study analyzes determinants of technology availability and utilization in China's 31 administrative units using data on technology adoption ...