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Protected: Explainable Artificial Intelligence (15) model-independent interpretation (sharpley value)

Model-independent interpretation with Sharpe Ray values as explainable artificial intelligence used for digital transformation, artificial intelligence, and machine learning tasks breakDown, fastshap, R language, symmetry axioms, LIME, SHAP, sparse explanation, efficiency, symmetry, dummy, additivity principle, Sharpe Ray values, cooperative game theory

2023.03.17

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Protected: On-line Stochastic Optimization and Stochastic Dual Averaging (SDA) for Machine Learning

On-line stochastic optimization and stochastic dual averaging methods for machine learning (mirror image descent, strongly convex functions, convex functions, convergence rates, polynomial decay averaging, strongly convex regularization) for digital transformation, artificial intelligence and machine learning tasks.

2022.12.21

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Evaluation of clustering for familiarization with k-means

On the evaluation of clustering around k-means for digital transformation, artificial intelligence, and machine learning tasks curse of dimensionality, Mahalanobis distance, Davies-Bouldin index, Dunn index, squared error, RSME, cluster number estimation, inter-cluster density, intra-cluster density

2022.09.22

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KI 2017: Advances in Artificial Intelligence Papers

KI2017 In the previous article we discussed KI2016. In this issue, we describe KI2017, which w...

2022.09.03

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KI 2014: Advances in Artificial Intelligence Papers

KI 2014: Advances in Artificial Intelligence In the previous article, we discussed KI2013. This time...

2022.07.16

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On the Road: Sakai-Kishu Kaido

From Ryotaro Shiba's Kaido Yuku: Sakai, Kishu Kaido, Udon and Soba at an Old Restaurant and Free City World (Lu Sung Sukezaemon, Munehisa Imai, Furyu, Kinran), Nanshuzenji Temple, Sawan monk, and udon sukiyaki at Miurau

2022.07.10

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Protected: Application of Support Vector Machines to Multi-Class Classification

Extension to multi-class classification of support vector machines utilized in digital transformation, artificial intelligence , and machine learning tasks (one-to-other, one-to-one, multi-class classification with two-class classification combinations using error correcting output codes and direct multi-class classification)

2022.05.19

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Visualization of knowledge graph (relational data) using D3 and React

2D and 3D visualization of knowledge graphs (relational data) and relational heat maps using D3 and React for digital transformation , artificial intelligence , and machine learning tasks.

2022.03.02

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Machine Learning Professional Series – Statistical Causal Search Reading Notes

Statistical causal search to find cause and effect relationships in vast amounts of data used for digital transformation , machine learning , and artificial intelligence tasks.

2022.01.16

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User interface and data visualization Technologies

User interfaces and data visualization to increase the value of information in data for digital transformation , artificial intelligence , and machine learning tasks.

2022.01.10

Uncategorizedユーザーインターフェース/データビジュアライゼーション機械学習:Machine Learning