natural language processing

Protected: Model Building and Inference in Bayesian Inference – Overview and Models of Hidden Markov Models

Model building and inference of Bayesian inference for digital transformation, artificial intelligence, and machine learning tasks - Overview of hidden Markov models and models eigenvalues, hyperparameters, conjugate prior, gamma prior, sequence analysis, gamma distribution, Poisson distribution, mixture models graphical model, simultaneous distribution, transition probability matrix, latent variable, categorical distribution, Dirichlet distribution, state transition diagram, Markov chain, initial probability, state series, sensor data, network logs, speech recognition, natural language processing

2023.07.20

アルゴリズム:Algorithmsグラフ理論スパースモデリングベイズ推定幾何学:Geometry微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Protected: Applied Bayesian inference in non-negative matrix factorization: model construction and inference

Non-negative matrix factorization as a construction and inference of applied Bayesian inference models used in digital transformation, artificial intelligence, and machine learning tasks Poisson distribution, latent variable, gamma distribution, approximate posterior distribution, variational inference, spectogram of organ performance data, missing value interpolation, restoration of high frequency components, super-resolution, graphical models, hyperparameters, modeling, auxiliary variables, linear dimensionality reduction, recommendation algorithms, speech data, Fast Fourier Transform, natural language processing

2023.05.01

アルゴリズム:Algorithmsグラフ理論スパースモデリングベイズ推定幾何学:Geometry微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Overview of web crawling technologies and implementation in Python/Clojure

Overview of web crawling technologies used for digital transformation, artificial intelligence and machine learning tasks and their implementation in Python/Clojure jsoup, clj-http, enlive, clojure.data.json, HTML, CSS jsoup, HTML, CSS, XPATH, JSON, BeautifulSoup, Scrapy, data extraction, natural language processing, databases, search, SNS analysis

2023.04.25

Clojurepythonweb技術:web technology

Automata and state transitions/Petri nets, automatic planning and counting problems

Automata and state transitions/petri nets and automatic planning utilized for digital transformation, artificial intelligence and machine learning tasks digital game AI, spatial and temporal awareness, autonomous agents, C4, hierarchical FSM, reflective AI, FSM, GA, behavior trees, Distributed systems, communication protocols, database transactions, parallel systems, workflow models, business process models, digital circuits, programming languages, natural language processing, Turing machines, pushdown automata, Moore-type, Mealy-type, deterministic FSM, DFSM, deterministic finite automata, nondeterministic finite automata, DFA, NFA

2023.04.02

ICT技術:ICT Technologylife tips人工知能:Artificial Intelligence

Overview of the Knowledge Graph and summary of related presentations at the International Society for the Study of Knowledge Graphs (ISWC)

Overview of knowledge graphs used for digital transformation, artificial intelligence, and machine learning tasks and summary of related presentations at the International Society for the World Wide Web Conference ISWC (ISWC, natural language processing, reasoning techniques, data analytics, robotics, IOT, search engine, inference engine Entity Extraction, Picture Entity Linking, Relational Learning, Deep Learning, Fusion of Logic and Probability, Relationship Extraction, Topic Models, Chatbots, Question Answering, Semantic Web Technologies, Knowledge Information Processing, RDF Store, SPARQL, Ontology Matching, Database Technologies)

2023.03.05

Symbolic Logicweb技術:web technologyエキスパートシステム:expertsystemグラフ理論セマンテックウェブ技術:Semantic web Technology情報理論/計算理論推論技術:inference Technology最適化:Optimization検索技術:Search Technology機械学習:Machine Learning

Topological handling of data using topological data analysis

Topological handling of data using topological data analysis utilized for digital transformation, artificial intelligence, and machine learning tasks application to character recognition, application to clustering, R, TDA, barcode plots, persistent plots , python, scikit-tda, Death - Birth, analysis of noisy data, alpha complex, vitris-lips complex, check complex, topological data analysis, protein analysis, sensor data analysis, natural language processing, soft geometry, hard geometry, information geometry, Euclidean Spaces

2022.12.24

アルゴリズム:Algorithmsグラフ理論幾何学:Geometry微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra集合論:Set theory

Chatbot implementation using Clojure and Javascript and integration of AI functionality

Building a chatbot framework in Clojure and Javascript for use in digital transformation , artificial intelligence , and machine learning tasks and integrating various AI functions natural language processing, SVM, BERT, Transformer, Knowledge Graph, database, expert systems

2022.09.07

Clojurejavascriptチャットボットマルチエージェントシステムユーザーインターフェース/データビジュアライゼーション機械学習:Machine Learning自然言語処理:Natural Language Processing

Application of knowledge graphs to question answering systems

Application of knowledge graphs to question answering systems for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) tasks

2022.08.04

Symbolic Logicアルゴリズム:Algorithmsエキスパートシステム:expertsystemチャットボットマルチエージェントシステムユーザーインターフェース/データビジュアライゼーション機械学習:Machine Learning

AI Researchers and Haiku Poets Why Do People Create Haiku?

Automatic Haiku Generation Using Deep Learning, Intelligence, and World Acknowledgment

2022.08.02

アルゴリズム:Algorithmsエキスパートシステム:expertsystemコンピューターチャットボットデータベース技術:DataBase Technologyマルチエージェントシステムユーザーインターフェース/データビジュアライゼーション哲学:philosophy心理学:psychology機械学習:Machine Learning

AI Dialogue Engine

I will describe the technical classification of the AI dialogue engine at the center of chatbot technology, the use of natural language processing, the use of deep learning technology, and the combination of knowledge graphs, which has attracted attention in recent years, as well as an overview of the technology, benchmarks, and implementation using Clojure.

2022.02.18

ClojurejavascriptStream Data Processingweb技術:web technologyアルゴリズム:Algorithmsエキスパートシステム:expertsystemセマンテックウェブ技術:Semantic web Technologyチャットボットユーザーインターフェース/データビジュアライゼーション推論技術:inference Technology自然言語処理:Natural Language Processing