Data Science in Applications

This book provides an overview of a wide range of relevant applications and reveals how to solve them. Many of the latest applications in finance, technology, education, medicine and other important and relevant fields are data-driven. The volumes of data are enormous. Specific methods need to be de...

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Bibliographic Details
Other Authors: Dzemyda, Gintautas (Editor), Bernatavičienė, Jolita (Editor), Kacprzyk, Janusz (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2023, 2023
Edition:1st ed. 2023
Series:Studies in Computational Intelligence
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of 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