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
数学:Mathematics
Word2Vec
An overview of Wprd2Vec, an application of deep learning models to natural language processing.
Protected: Gaussian Processes and Machine Learning – Introduction
Overview of Gaussian Generative Models for Machine Learning without Parameterization of Probabilistic Generative Models
Protected: Support Vector Machines – Overview
Overview of SVMs (Support Vector Machines), the basis for various machine learning methods such as classification, regression, and unsupervised learning.
Protected: Mixed Unigram Model
Basics of topic models for classification of document data, compound unigram models and LDA for teaching beginners
Protected: Unigram Model
Basics of topic model for classification of document data for education of beginners, unigram model
What is meaning (1)
Artificial Intelligence (Robots) and the Meaning of Words from a Philosophical Perspective, Semantic and Formal Approaches
Structures, Algorithms, and Functions
The meaning of words from the perspective of algebraic structures, formal logic and mathematical logic
Protected: Proof of Indeterminacy
Algorithms for identifying the limits of algorithms, proving undecidability, and problems that cannot be computed.
Formal Languages and Mathematical Logics
Overview of formal linguistics and semantics as a basis for programming languages and natural language processing