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.
ICT技術:ICT Technology
Knowledge Representation and Reasoning (1) – History of Knowledge Information Processing, Languages for Representing Knowledge and Prolog
History of knowledge information processing used in digital transformation and artificial intelligence tasks, and languages for representing knowledge, Prolog and predicate logic
Artificial Life and Agent Technologies
Artificial life technology, an indispensable technology for digital transformation and artificial intelligence tasks (reproducing the behavior of life on a computer and expressing intelligence)
Protected: Instance recognition and retrieval (2) General image retrieval
Search optimization using tree structure, hashing, sequential quantization, spectral hashing, k-means hashing, etc. for digital transformation and artificial intelligence tasks, and evaluation using mAP and recall@R.
Rule base, knowledge base, expert system and relational data
Rule-based and knowledge-based and expert systems and relational data as knowledge information processing handling for use in digital transformation and artificial intelligence tasks.
Knowledge Information Processing Technologies
Overview of techniques for handling the most important knowledge information in artificial intelligence tasks.
Machine Learning Professional Series – Relational Data Learning Post-Reading Notes
Overview of relational data learning to extract the meaning and knowledge behind information used in digital transformation , artificial intelligence , and machine learning tasks.
Protected: Applications of Markov chain Monte Carlo methods (Bayesian inference)
Overview of the application of MCMC methods to Bayesian inference for digital transformation , artificial intelligence , and machine learning tasks, and description of various algorithms
Protected: MCMC method for calculating stochastic integrals: Algorithms other than Metropolis method (HMC method)
Algorithm and C implementation of the Hybrid Monte Calro method applied to complex stochastic integral calculations for digital transformation and artificial intelligence tasks.
Lisp Function Programming for the First Time reading notes
A Textbook of the LISP Language as an Explanation of Functional Programming