
Title:
Data Science in Applications
Author:
Dzemyda, Gintautas. editor. (orcid)0000-0003-2914-1328
ISBN:
9783031244537
Edition:
1st ed. 2023.
Physical Description:
XII, 252 p. 100 illus., 76 illus. in color. online resource.
Series:
Studies in Computational Intelligence, 1084
Contents:
Computational Thinking Design Application for STEAM Education -- Education Data for Science: Case of Lithuania -- Imbalanced Data Classification Approach Based on Clustered Training Set -- Baltic States in Global Value Chains: Quantifying International Production Sharing at Bilateral and Sectoral Levels -- The Soft Power Of Understanding Social Media Dynamics: A Data-Driven Approach -- Bootstrapping Network Autoregressive Models for Testing Linearity -- Novel data science methodologies for essential genes identification based on network analysis -- Acoustic Analysis for Vocal Fold Assessment - Challenges, Trends, and Opportunities -- The Paradigm of an Explainable Artificial Intelligence (XAI) and Data Science (DS) Based Decision Support System (DSS) -- Stock Portfolio Risk-Return Ratio Optimisation using Grey Wolf Model -- Towards Seamless Execution of Deep Learning Application on Heterogeneous HPC Systems.
Added Corporate Author:
Electronic Access:
https://doi.org/10.1007/978-3-031-24453-7Copies: