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fachmedien.de - spezialisierte Fachinformationen für Studium und Beruf
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Mishra / Mallick / Tripathy

Impact of AI and Data Science in Response to Coronavirus Pandemic

Medium: Buch
ISBN: 978-981-16-2788-0
Verlag: Springer Nature Singapore
Erscheinungstermin: 24.07.2022
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The book presents advanced AI based technologies in dealing with COVID-19 outbreak and provides an in-depth analysis of variety of COVID-19 datasets throughout globe. It discusses recent artificial intelligence based algorithms and models for data analysis of COVID-19 symptoms and its possible remedies. It provides a unique opportunity to present the work on state-of-the-art of modern artificial intelligence tools and technologies to track and forecast COVID-19 cases. It indicates insights and viewpoints from scholars regarding risk and resilience analytics for policy making and operations of large-scale systems on this epidemic. A snapshot of the latest architectures, frameworks in machine learning and data science are also highlighted to gather and aggregate data records related to COVID-19 and to diagnose the virus. It delivers significant research outcomes and inspiring new real-world applications with respect to feasible AI based solutions in COVID-19 outbreak. In addition, itdiscusses strong preventive measures to control such pandemic.

Produkteigenschaften

  • Artikelnummer: 9789811627880
  • Medium: Buch
  • ISBN: 978-981-16-2788-0
  • Verlag: Springer Nature Singapore
  • Erscheinungstermin: 24.07.2022
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2021
  • Serie: Algorithms for Intelligent Systems
  • Produktform: Kartoniert
  • Gewicht: 511 g
  • Seiten: 324
  • Format (B x H x T): 155 x 235 x 19 mm
  • Ausgabetyp: Kein, Unbekannt

Themen

Autoren/Hrsg.

Herausgeber

Fight Against Covid-19 Pandemic using Chat-Bots.- IoT for COVID-19: A Descriptive Viewpoint.- A Deep learning application for Prediction of COVID-19.- Impact of Artificial Intelligence & Internet of Things in Effective Handling of Corona virus Crisis.- Application of Machine Learning Algorithms for effective determination of COVID 19 clusters.- Futuristic Intelligence based treatment methods to handle COVID-19 patients.- Machine Learning Approach for Analyzing Symptoms Associated with COVID-19 Risk Factors.- Detection of COVID-19 using Textual Clinical Data: A Machine Learning Approach.- Application Of Big Data In Analysis And Management Of Coronavirus (COVID-19).- Computer Vision in COVID-19: A Study.- Role of Artificial Intelligence in Forecast Analysis of COVID-19 Outbreak.- Smart Technology Application for COVID-19 Detection, Control, Prediction and Analysis.- Sentiment Analysis Of Twitter Data Related To COVID-19.- Application of Artificial Intelligence (AI) for effective screening of COVID-19.- An Overview of Significant Role of Data Science and its associated methodologies in COVID-19 Handling.