صورة الغلاف

Recent Trends and Future Challenges in Learning from Data

This book collects together selected peer-reviewed contributions presented at the European Conference on Data Analysis, ECDA 2022, held in Naples, Italy, September 14-16, 2022. Highlighting the role of statistics in discovering novel and interesting patterns in the era of big data, it follows the mo...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
مؤلف مشترك: SpringerLink (Online service)
مؤلفون آخرون: Davino, Cristina (المحرر), Palumbo, Francesco (المحرر), Wilhelm, Adalbert F. X. (المحرر), Kestler, Hans A. (المحرر)
التنسيق: الكتروني كتاب الكتروني
اللغة:الإنجليزية
منشور في: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
الطبعة:1st ed. 2024.
سلاسل:Studies in Classification, Data Analysis, and Knowledge Organization,
الموضوعات:
Quantitative research.
Data mining.
Mathematical statistics > Data processing.
Statistics .
Machine learning.
Data Analysis and Big Data.
Data Mining and Knowledge Discovery.
Statistics and Computing.
Statistical Theory and Methods.
Applied Statistics.
Statistical Learning.
الوصول للمادة أونلاين:https://doi.org/10.1007/978-3-031-54468-2
الوسوم: إضافة وسم
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جدول المحتويات:
  • Preface
  • Building hierarchies of factors with disjoint factor analysis
  • Uncertainty in Latent Trait Models and dimensionality reduction methods for complex data: an analysis of taxpayer perception on the Fiscal System
  • The predictivity of access tests for university success
  • Asynchronous and synchronous-asynchronous particle swarms
  • The impact of the Covid-19 pandemic on modelling volatility and risk analysis of returns in selected European financial markets
  • Asymmetric binary regression models for imbalanced datasets: an application to students’ churn
  • Computational models supporting decision-making in managing publication activity at Polish universities
  • Stability of nonparametric methods for cognitive diagnostic assessment
  • SMARTS: SeMi-supervised clustering for Assessment of Reviews using Topic and Sentiment
  • The equitable and sustainable wellbeing through the pandemic. A first study to assess changes at local level in Italy
  • Choice-Based Optimization under High-Dimensional MNL
  • A first glance on co-evolution of Boolean networks to simulate the development of cross-talking systems in molecular biology
  • Classification on polish fund market during COVID-19 pandemic - extreme risk modeling approach.

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