DX

IOT技術:IOT Technology

Microservices and Efficient Application Development and Multi-Agent Systems

Microservices and efficient development and implementation in multi-agent systems and Clojure for digital transformation, artificial intelligence and machine learning tasks
2022.08.10
IOT技術:IOT TechnologyStream Data Processingweb技術:web technologyアーキテクチャコンピューターセキュリティデータベース技術: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
アルゴリズム:Algorithms

Protected: Dynamic Programming Algorithms and Data Structures

Algorithms and data structures of dynamic programming (memoization, Fibonacci sequence, knapsack problem), a fundamental technique of machine learning used in digital transformation, artificial intelligence and machine learning tasks.
2022.08.09
アルゴリズム:Algorithmsプログラミング言語:Programming Language
R

Protected: Structured Support Vector Machines

SVM structure learning and parsing using the deletion plane method algorithm on support vector machines utilized for digital transformation, artificial intelligence, and machine learning tasks, and protein similarity sequence search
2022.08.08
Rアルゴリズム:Algorithms幾何学:Geometry微分積分:Calculus最適化:Optimization機械学習:Machine Learning画像認識技術異常検知・変化検知確率・統計:Probability and Statistics線形代数:Linear Algebra自然言語処理:Natural Language Processing音声信号認識技術
Symbolic Logic

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
IOT技術:IOT Technology

Protected: Drones and 3D Model Reconstruction Technology

Drones and 3D model recovery technology (SfM, MVS) used for geographic information processing for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) tasks
2022.08.02
IOT技術:IOT TechnologyStream Data Processingアルゴリズム:Algorithms地理空間情報処理推論技術:inference Technology機械学習:Machine Learning画像認識技術
アルゴリズム:Algorithms

Hardware approaches to machine learning – FPGA, optical computing, quantum computing

Different approaches in hardware used for digital transformation, artificial intelligence and machine learning - FPGAs, optical computing and quantum computing
2022.08.01
アルゴリズム:Algorithmsコンピューターハードウェア機械学習:Machine Learning
アルゴリズム:Algorithms

Protected: Support vector machine software and implementation

Classification and regression with SVM using R kernlab in support vector machines used for digital transformation, artificial intelligence and machine learning tasks and LIBSVM algorithms SMO algorithm, shrinking
2022.07.29
アルゴリズム:Algorithms微分積分:Calculus最適化:Optimization機械学習:Machine Learning画像認識技術異常検知・変化検知確率・統計:Probability and Statistics線形代数:Linear Algebra自然言語処理:Natural Language Processing関係データ学習音声信号認識技術
アルゴリズム:Algorithms

Protected: Computing Peripheral Probability Distributions – Mean Field Approximation

Application of graphical models to stochastic generative models utilized in digital transformation, artificial intelligence, and machine learning tasks; approximate computation and algorithms for peripheral probability distributions from variational problems using mean field approximation
2022.07.28
アルゴリズム:Algorithmsグラフ理論ベイズ推定微分積分:Calculus推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra
アルゴリズム:Algorithms

Protected: Variational Bayesian Learning Framework and Algorithms

Overview of variational Bayesian learning and algorithms (variational Bayesian learning, empirical variational Bayesian learning) for approximate computation of complex models in stochastic generative models used in digital transformation, artificial intelligence, and machine learning tasks.
2022.07.27
アルゴリズム:Algorithms推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics
アルゴリズム:Algorithms

Protected: Comparison of clustering using k-means and Bayesian estimation methods (mixed Gaussian model)

Comparison of k-means and Bayesian estimation (mixed Gaussian model) clustering as probabilistic generative models utilized in digital transformation, artificial intelligence , and machine learning tasks
2022.07.26
アルゴリズム:Algorithmsグラフ理論ベイズ推定微分積分:Calculus推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra
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