Analytics Modeling in Reliability and Machine Learning and Its Applications

Edited by Hoang Pham ()

in Springer Series in Reliability Engineering from Springer, currently edited by Hoang Pham

Date: 2025
ISBN: 978-3-031-72636-1
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Chapters in this book:

Reliability Analysis for Inventory Management for Repair Parts Based on Imperfect Data

Si-Il Sung

Improved Industrial Risk Analysis via a Human Factor-Driven Bayesian Network Approach

Silvia Carpitella, Joaquín Izquierdo, Martin Plajner and Jiří Vomlel

Unsupervised Representation Learning Approach for Intrusion Detection in the Industrial Internet of Things Network Environment

Vishnu Radhakrishnan, N. Kabilan, Vinayakumar Ravi and V. Sowmya

Aero-Engine Life Prediction Based on ARIMA and LSTM with Multi-head Attention Mechanism

Ning Shen, Kaiye Gao, Tiantian Niu, Qihang Li and Rui Peng

Human–Machine Integration to Strengthen Risk Management in the Winemaking Industry

Silvia Carpitella, Fortunato Carpitella and Joaquín Izquierdo

One-Class Classification for Credit Card Fraud Detection: A Detailed Study with Comparative Insights from Binary Classification

Joffrey L. Leevy, John Hancock, Taghi M. Khoshgoftaar and Azadeh Abdollah Zadeh

Performance Analysis of Big Transfer Models on Biomedical Image Classification

Abhishek Laxman Joshi, Iswarya Kannoth Veetil, B. Premjith, V. Sowmya, E. A. Gopalakrishnan and Ravi Vinayakumar

Machine Learning Approach for Testing the Efficiency of Software Reliability Estimators of Weibull Class Models

N. N. Murulidhar and B. Roopashri Tantri

Holistic Perishable Pharmaceutical Inventory Management System

Mohamed Yoosha Tungekar, Miguel Rivas Pellicer and Silvia Carpitella

Optimum Switch Self-check Interval for Safety–Critical Device Mission Reliability

Fengbin Sun and Matt Glassman

Accurate Estimation of Cargo Power Using Machine Learning Algorithms

A. Venkata Siva Manoj, N. Sai Satwik Reddy, V. Venkata Alluri Rohith, V. Sowmya and Vinayakumar Ravi

Digital Transformation in Software Quality Assurance

Kazuhira Okumoto

Stress Studies: A Review

Rachel Wesley and Hoang Pham

Higher Order Dynamic Mode Decomposition-Based Timeseries Forecasting for Covid-19

A. Aadharsh Aadhithya, Vishnu Radhakrishnan, Jayanth Mohan, M. Visweswaran, V. Sowmya, E. A. Gopalakrishnan and Vinayakumar Ravi

System Trustability: New Concept and Applications

Toshio Nakagawa and Hoang Pham

Digital Twin Implementation in Small and Medium Size Enterprises: A Case Study

Sepideh Abolghasem, Silvia Carpitella and George Thomas Mohan

Software Reliability Models: A Review

Hoang Pham

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DOI: 10.1007/978-3-031-72636-1

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