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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
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KI 2017: Advances in Artificial Intelligence Papers

Machine Learning Technology  Artificial Intelligence Technology  Natural Language Processing Technology  Semantic Web Te...
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KI 2014: Advances in Artificial Intelligence Papers

Machine Learning Technology  Artificial Intelligence Technology  Natural Language Processing Technology  Semantic Web Te...
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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
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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)
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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.
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Addressing Uncertainty in Estimating the Cost of Availability Products-Services-Systems. Epistemology and Ontology

Addressing Uncertainty in Estimating the Cost of Availability Products-Services-Systems. Epistemology and On...
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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.
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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.
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AAAI Classic paper: Artificial Intelligence Technology Review the old and know the new

Previous best papers supervised by AAAI containing various technology ideas (robotics, knowledge data, planning, SAT, etc.) used in Artificial Intelligence and Digital Transformation tasks AAAI Classics
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