JUSE-StatWorks/V5 Machine Learning Edition R2 is a machine learning software developed based on the requests of leading manufacturing companies in Japan.
"JUSE-StatWorks/V5 Machine Learning Edition R2" is software that allows users to utilize machine learning methods without coding, using a computer. It includes a wide range of techniques from data cleaning to data visualization, information summarization as "unsupervised learning" (kernel principal component analysis), stratification (Gaussian mixture analysis), classification, prediction, outlier detection (one-class SVM), causal analysis (glasso), and as "supervised learning," regularized logistic regression analysis for predicting binary (e.g., good/bad) or multi-class outcomes, "k-nearest neighbors" for estimating the class of target data based on the majority vote of the k nearest data points, and "data splitting" to divide analysis data into training and test data, among other methods. By using this software, even beginners (non-engineers) can leverage machine learning for business applications. 【Features】 ■ Machine learning analysis in a personal use environment ■ Integration with other JUSE-StatWorks/V5 products ■ No scripts required, allowing technicians to perform data analysis themselves ■ Visualization of the analysis process and parameter adjustment *For more details, please refer to the PDF materials or feel free to contact us.
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basic information
【Main Machine Learning Methods】 ■Kernel Principal Component Analysis ■Gaussian Mixture Distribution ■Lasso Regression ■Regularized Logistic Regression ■k-Nearest Neighbors ■Support Vector Machine (SVM) ■Random Forest ■Glasso ■Data Cleaning *For more details, please refer to the PDF document or feel free to contact us.
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【Applicable Uses】 ■ Research and development, production technology, manufacturing management, quality improvement, demand forecasting, product inventory management, defect detection, equipment anomaly prediction, lifespan prediction, anomaly detection, pattern classification, etc. *For more details, please refer to the PDF document or feel free to contact us.
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Company information
Our company is an SI service/system service company established in 1958. We engage in various operations, including the development and sales of statistical analysis software and quality control software, system development, and clinical data analysis. By providing optimal software technology and statistical analysis techniques to our customers, we contribute to society by continuing to support Japanese quality through ICT, which has been our philosophy since our founding.