最適化:Optimization Protected: Nonparametric Bayesian Point Processes and the Mathematics of Statistical Machine Learning Overview
An overview of the nonparametric Bayesian method, a probability generation model in infinite dimensions
最適化:Optimization R Protected: Decision Tree Algorithm (4) Rule Classification using R
Rule extraction with R using decision tree algorithm, C5.0, and Ripper
アルゴリズム:Algorithms Protected: Decision Tree Algorithm (2) Clustering with R
Classification using R, a classical machine learning algorithm, the decision tree algorithm.
アルゴリズム:Algorithms Protected: Decision Tree Algorithm (3) Rule Classification Overview
Rule extraction using the decision tree algorithm, a classical machine learning algorithm.
アルゴリズム:Algorithms Protected: Decision Tree Algorithm (1) Overview
Overview of the decision tree algorithm, a classical machine learning algorithm.
アルゴリズム:Algorithms Protected: Introduction to Machine Learning with Bayesian Inference
An overview of machine learning with Bayesian inference, a probabilistic generative model.
微分積分:Calculus Protected: Submodular Optimization and Machine Learning – Overview
Overview of inferior modular optimization, which is machine learning for discrete variables used in sensor placement optimization.
最適化:Optimization Protected: Causal Exploration of Statistics – Introduction
Overview of methods for statistical learning of causal information, and methods for determining various causal relationships.
アルゴリズム:Algorithms Sequential Pattern Mining
Overview of data mining to find patterns in data delivered in sequence and introduction to the actual use of SPMF, an oven source
検索技術:Search Technology Juman and KNP
Juman and KNP, open source Japanese natural language processing tools (morphological analysis, takedown analysis, etc.)