人工知能:Artificial Intelligence

Protected: Individuality and parameter estimation (Interpreting the Hierarchical Bayesian Model)

Relationship between global parameter estimation and local parameters (e.g., individual differences) for understanding hierarchical Bayesian models.

2021.10.19

推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Capturing the Flu Epidemic on Social Media

Extraction of context (e.g., location information) from text information in social media for digital trasformation and artificial intelligence tasks (location information extraction from content using probabilistic framework and graph approach)

2021.10.18

地理空間情報処理推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics自然言語処理:Natural Language Processing

LISP and Artificial Intelligence

About LISP, a functional language that eliminates the barrier between data and programs (program as data) used for artificial intelligence (AI) tasks

2021.10.17

ClojureLISPSymbolic Logicエキスパートシステム:expertsystem推論技術:inference Technology自然言語処理:Natural Language Processing

The Seasoned Schemer

A sequel to the textbook on functional languages with Schema, a derivative of LISP used for artificial intelligence (AI) tasks.

2021.10.17

LISPSymbolic Logicエキスパートシステム:expertsystem推論技術:inference Technology自然言語処理:Natural Language Processing

The Reasoned Schemer

Logic Programming with Schema, a Derivative of LISP Used for Artificial Intelligence (Tasks): An Overview of DSL:minikanren

2021.10.17

LISPSymbolic Logicエキスパートシステム:expertsystem推論技術:inference Technology自然言語処理:Natural Language Processing

The Little Schemer

A textbook on functional languages in Schema, a derivative of LISP used for AI tasks (recursion and anonymous functions, lambda functions, Y-combinators and a simple interpreter).

2021.10.17

LISPSymbolic Logicエキスパートシステム:expertsystem推論技術:inference Technology自然言語処理:Natural Language Processing

Protected: Introduction to programming in the Python language (2) Characteristics of the Python language

Table of contents for the MIT Python textbook and features of the Python language used for digital transformation (DX) and artificial intelligence (AI) tasks.

2021.10.17

python機械学習:Machine Learning

The Art of Prolog

A reference book on Prolog, a logic programming language with deep connections to artificial intelligence research and computational linguistics.

2021.10.16

prolog推論技術:inference Technology

Protected: An Invitation to Spatial Epidemiology – What can we see from the map of intractable diseases?

Geographic information analysis for epidemiology using Poisson-Gamma model, CDT and scan statistic test for digital transformation and artificial intelligence tasks.

2021.10.16

IOT技術:IOT Technology地理空間情報処理推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Introduction to Customer Motivation Research

HMM, k-medoids, and kernel density estimation for customer flow analysis used in digital transformation and artificial intelligence tasks.

2021.10.15

IOT技術:IOT Technology地理空間情報処理機械学習:Machine Learning