アルゴリズム:Algorithms

Protected: Calculation of marginal probability distributions – Probability Propagation Method

Compute the probability distribution around graphical models in probabilistic generative models used in digital transformation, artificial intelligence , and machine learning tasks, such as Bayesian estimation, using probability propagation methods
アルゴリズム:Algorithms

Various probability distributions

Overview of various probabilistic models used as approximate models for probabilistic generative models utilized in digital transformation, artificial intelligence, and machine learning tasks (Student's t distribution, Wishart distribution, Gaussian distribution, gamma distribution, inverse gamma distribution, Dirichlet distribution, beta distribution, categorical distribution, Poisson distribution, Bernoulli distribution)
アルゴリズム:Algorithms

Protected: Overview of Gaussian Processes(2)Gaussian Processes and Kernels

Gaussian processes and kernel functions (Mattern kernel, character kernel, Fisher kernel, HMM's marginalized kernel, linear kernel, exponential kernel, periodic kernel, RBF kernel), which are dimensionless stochastic generative models used for digital transformation, artificial intelligence and machine learning tasks

Kaido yuku – Hokkaido’s Roads

Various roads in Hokkaido from Ryotaro Shiba's Kaido Yuku, Hakodate, Sapporo, Esashi, Rikubetsu, Matsumae Clan and Koshamain, Kahei Takadaya, Vasily Mikhailovich Golovnin, Horace Kepron and Kotaro Migishi.
Stream Data Processing

Reasoning Web2020 Papers

Machine Learning Technology  Artificial Intelligence Technology  Natural Language Processing Technology  Semantic Web Te...
幾何学:Geometry

Nine Stories of Probability and Statistics That Changed Humans and Society Reading Notes

Nine Stories of Probability and Statistics That Changed Humans and Society Reading Notes From Nine Stories of Pr...
Symbolic Logic

Reasoning Web 2019 Papers

Machine Learning Technology  Artificial Intelligence Technology  Natural Language Processing Technology  Semantic Web Te...
アルゴリズム:Algorithms

Protected: Partitioning Methods in Support Vector Machines (2) DCDM Algorithm for Linear SVM

DCDM algorithm (dual coordinate descent method algorithm), an efficient algorithm for processing large amounts of (sparse) data on support vector machines (algorithm for linear SVM used in LIBLINEAR) used in digital transformation (DX), artificial intelligence (AI) and machine learning (ML) tasks.
IOT技術:IOT Technology

Protected: Applications of State Space Models to Marketing

Application to marketing using evolution and evolution in time-series data analysis using state-space models utilized in digital transformation, artificial intelligence, and machine learning tasks.
アルゴリズム:Algorithms

Protected: Graphical model with factor graph representation

An overview of factor graph models, a more generalized version of graphical models used in probabilistic generative models for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) tasks
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