Quality and Reliability of Data-Driven Business Applications: Methodology of Addressing Imbalanced Data Set Biases
Andrei Shcheprov ; Brady McMicken ; Mike Sturdevant ; Alan Cordell
Data Envelopment Analysis Applications for Effectiveness Assessment of Industry Impact into National Financial System
Dmitry G. Zaytsev ; Valentina V. Kuskova
Application of Recurrent Neural Networks to Covariate Software Defect Prediction
Fatemeh Salboukh ; Priscila Silva ; Vidhyashree Nagaraju ; Lance Fiondella
Digital Engineering-driven Software Quality Assurance-as-a-Service
Kazuhira Okumoto
Research on Rapid Construction Method of Reliability Target Load for Electric Drive System Based on Vehicle State Parameter Optimization
Zhen Wang ; Sicheng Deng ; Songlin Zheng ; Lihui Zhao ; Dongdong Zhang ; Shuo Weng
Availability in Human Order Picking Systems: An Empirical Study on Worker's Performance Profile
Nicola Berti ; Alessandro Persona ; Ilenia Zennaro
Experimental Analysis of Lithium-ion Battery Degradation with Varying Discharge Rates
Rui Wang ; Mengmeng Zhu
Evaluating the Machine Availability of Machine Repair Problem with Two Failure Modes under Working Vacation Policy
Chia-Huang Wu ; Dong-Yuh Yang ; Min-Hui Ko
Assess the Reliability of a Multistate Air Travel Network in Response to Group Demand
Thi-Phuong Nguyen ; Yi-Kuei Lin
Condition Monitoring of CNC Machines: Machining Process Classification Through Temporal Convolutional Networks
Francesca Calabrese ; Alberto Regattieri ; Matteo Gabellini ; Alice Caporale ; Pasquale Epifania
Reliability Assessment for Corroded Pipes Based on MFL Inspection
Yinuo Chen ; Zhigang Tian ; Haotian Wei ; Shaohua Dong
An Efficient Discrete-Time Method for Time-Variant Reliability of Monotonic and Antimonotonic Series and Parallel Systems
Gordon J. Savage ; Young Kap Son
Fuzzy Test for Taguchi Capability Index with Asymmetric Tolerances
Kuen-Suan Chen ; Chun-Min Yu
Bayesian Inference on the Multicomponent Stress-Strength Model under Type-I Hybrid Censoring
Tzong-Ru Tsai ; Yulong Lio ; Jyun-You Chiang ; Ya-Wen Chang
An Adaptive Mechanism for Improving Sampling Plans in Lot Sentencing
Shih-Wen Liu ; Chien-Wei Wu ; Zih-Huei Wang
Fuzzy Evaluation Model for Operational Performance of Air Cleaning Equipment
Chun-Min Yu ; Kuen-Suan Chen ; Chi-Han Chen ; Yi-Xuan Chen
Reliability Assessment of Multistate Sustainable Logistics Networks Using Two-Stage Model
Kuan-Yu Lin ; Yi-Kuei Lin
Network Reliability for Stochastic-Flow Computing Network with Overall Edges Transmission Mechanisms
Ding-Hsiang Huang ; Cheng-Fu Huang ; Yi-Kuei Lin
Optimal Maintenance Policies of Wave-Dissipating Blocks using Cumulative Damage Model
Yunlong Dong ; Takahiro Nakamura ; Kodo Ito ; Yoshiyuki Higuchi
Reliability Analysis of a Server System with WAF
Mitsuhiro Imaizumi ; Mitsutaka Kimura
Optimal Scheme Models with Two Kinds of Errors
Kenichiro Naruse ; Toshio Nakagawa
Reliability Evaluation of Multi-State Consecutive-k Systems under the Inspection Strategy
Lei Zhou ; Hisashi Yamamoto
Modified Reliability Modelling with High-performance and Flexible Protocol
Mitsutaka Kimura ; Mitsuhiro Imaizumi ; Toshio Nakagawa
Reliability and Safety Analysis of Safety Critical Systems with Cascading Failures
Meiyu Tian ; Xujie Jia ; Xueying Song
Estimation of Stress-Strength Reliability from Unit-Burr III Distribution under Records Data
Yarong Yu ; Liang Wang ; Sanku Dey ; Jia Liu
Shared Bike Availability Ranking Approach without Failure Data
Yu Zhou ; Ran Zheng ; Gang Kou
A Degradation Model Indexed by Two Scales
Qingqing Zhai ; Yijing Zhou ; Jun Yang
A Hybrid Physical-Data-Driven Approach for Residual Stress Prediction in Peening Scenario
Butong Li ; Junjie Zhu ; Xufeng Zhao
Changes in People's Movement in Tourist Areas after COVID-19
Masahide Yamamoto
Trade-off Assessment between Model Adequacy and Complexity in Nonhomogeneous Poisson Process Software Reliability Growth Models Incorporating a Changepoint
Vidhyashree Nagaraju ; Shadow Pritchard ; Priscila Silva ; Lance Fiondella
NHPP Software Reliability Model with the Generalized Exponential Fault Detection Rate in the Operating Environments using the Gamma Distribution
Kwang Yoon Song ; In Hong Chang ; Hoang Pham
Application of Recurrent Neural Network to Software Reliability and Defect Prediction
Shadow Pritchard ; Timothy Flavin ; Vidhyashree Nagaraju ; Lance Fiondella
Operational Resilience for Networks with Common-Cause Failures and Priority Repair
Tetsushi Yuge ; Natsumi Takahashi
Reducing Search Space in the Topological Network Design Problem with a Reliability Constraint
Natsumi Takahashi ; Tetsushi Yuge
Balancing Maintenance Costs of Replacement Models
Satoshi Mizutani ; Xufeng Zhao ; Toshio Nakagawa
Optimal Warranty Length for a Multi-Component System with Failure Interaction
Minjae Park ; Bermawi K. Iskandar ; Ki Mun Jung ; Dong Ho Park
Quality Control and Consistency of AI Frameworks: Addressing Data Science Practice Misalignment Biases
Brady McMicken ; Mike Sturdevant ; Andrei Shcheprov ; Alan Cordell
Case Study : Reliability Analysis for Inventory Management for Repair Parts Based on Purchase Record
Hyun-Jong Park ; Si-Il Sung
Markov Analysis on Optimal Proof-Testing Interval for Safety-Related Systems
Shinji Inoue ; Takaji Fujiwara ; Shigeru Yamada
Real-time Vibration Signals Anomaly Detection of Load Motor Based on Deep Learning and One-Class Classification
Chia-Chien Tang ; Hung-Kai Wang
Quality Evaluation and Smart Decision-Making Improvement Model for Mobile Assistive Devices
Kuen-Suan Chen ; Chun-Min Yu ; Shui-Chuan Chen
Mechanical Fault Classification And Root Cause Analysis Based on Machine Learning and Explainable AI
Ya-Ting Lee ; Hung-Kai Wang
Creation of a Deep Learning-Based Model to Predict Reliability of a Distributed Network Owning Stochastic Capabilities
Ding-Hsiang Huang ; Ping-Chen Chang
Estimation of Uncertainties in Sample Results and Their Impact on Reliability Demonstration Tests
Tobias Leopold
Optimum Switch Self-Check Interval for Safety-Critical Device Mission Reliability
Fengbin Sun ; Matt Glassman
Cost-Availability Analysis for Redundant Systems with Spares Inventory and Emergency Repair
Tongdan Jin ; Emily Zhu Fainman ; Bin Xiao
Predicting Resilience with Neural Networks
Karen da Mata ; Priscila Silva ; Lance Fiondella
Monitoring the COVID-19 Spread via Regression Models with ARIMA Errors
Huifen Chen
Deep Residual Network for Remaining Useful Life Prediction
Chun Fai Lui ; Min Xie
Recommendation System Based on LLM and Collaborative Filtering
Wei-Shan Chang ; Mingchih Chen ; Ben-Chang Shia
A Neural Network for Covariate Software Reliability Model Selection
Brendan Thibault ; Caroline D'Amato ; Vidhyashree Nagaraju ; Lance Fiondella
Deep Learning Approach for OSS Reliability Assessment Considering Fault Modification
Yoshinobu Tamura ; Shigeru Yamada
A Weighting Local Search for the Network Topology Design Problem
Taishin Nakamura ; Koji Shingyochi
Open Source Project Evaluation Methodology Considering OSS- Oriented EVM and Number of Potential Faults
Hironobu Sone ; Yoshinobu Tamura ; Shigeru Yamada
A Method of Reliability Assessment Based on Stochastic Model for Open Source Software
Shoichiro Miyamoto ; Yoshinobu Tamura ; Shigeru Yamada
Change-point Detection for Accuracy Improvement of Software Reliability Assessment
Yuka Minamino ; Shin Danjo ; Masashi Kuwano ; Taku Moriyama ; Shinji Inoue
Optimization Problems for a Parallel System under Random Replacement Theory
Junyuan Wang ; Xufeng Zhao ; Hongshuang Feng
Bayesian-Driven Predictive Replacement Planning in Consideration of Spare Parts Ordering
Ruoran Han ; Xiaobing Ma ; Li Yang
An Age-Based Dynamic Opportunistic Maintenance Framework under Iteratively Updated Group Information
Yi Chen ; Shihan Zhou ; Xiaobing Ma ; Li Yang
Dynamic Scheduling of Intelligent Group Maintenance under Adaptive Information Updating
Shihan Zhou ; Yi Chen ; Fanping Wei ; Xiaobing Ma ; Li Yang
Optimum Order-replacement Policies for a Repairable System with the General α-series Process under Constrained Quality Demand
Wenjie Dong ; Yingjie Yang ; Sifeng Liu
Aero-engine Life Prediction Based on ARIMA and LSTM with Multi-Head Attention Mechanism
Ning Shen ; Tiantian Niu ; Rui Peng ; Kaiye Gao
Improved Estimator of Software Reliability for Weibull Class Models
Murulidhar N. N. ; B. Roopashri Tantri
Ensemble Difference Mode Decomposition Based on Transmission Path Elimination Technology for Rotating Machinery Fault Diagnosis
Jianchun Guo ; Jiawei Xiang
Maintenance Optimization for Multi-Indenture Systems Based on Reinforcement Learning
Qian Qian Zhao ; Xiaojian Zhang
Backward Replacement Policies with Random Working Cycles
Hong S. Feng ; Mingchih Chen ; Xufeng Zhao
Research on Compilation Method of Test Load Spectrum for Stator Blade Regulation Mechanism
Jinqiang Hou ; Yi Wang ; Shuanghui Huang ; Xuehong He ; Wenxue Qian
Research on Safety Assessment Method for High Speed Train Body Structure with Damage
Ruijin Zhang ; Lie Wang ; Youzhi Pei ; Shaodong Wei
Stochastic "Three-Dependence" In Application to System Reliability Modeling
Jerzy K. Filus ; Lidia Z. Filus
Analyzing Risk of Civil Aircraft via the Ensemble Model Using Temporal Convolution and Dual Attention Gated Recurrent Unit
Di Zhou ; Xiao Zhuang ; Hong Fu Zuo ; Xun Feng Zhao ; Jiang Wei Xiang
Dependability Analysis in TwinOps Environments
Grigore Albeanu ; Florin Popențiu-Vlădicescu ; Henrik Madsen
ELECTRE Analysis of Sparkling Wine Bottling Risks
Silvia Carpitella ; Fortunato Carpitella ; Joaquín Izquierdo
Identification of Critical Components for Complex System and Related Software Development
Sirui Zhou ; Yinxiao Hu ; Xinran Chen ; Hongjuan Ge
Strategic Decision-Making for Inventory Optimization of Perishable Pharmaceutical Products
Mohamed Yoosha Tungekar ; Miguel Rivas Pellicer ; Silvia Carpitella
A Precision Reliability Evaluation Model for Multi-Units Chained System Based on Correlation Analysis of Units
Hongwei Wang ; Jiawei Xiang
Polynomial Representation of Markov Process and its Application for Dynamic Availability Analysis of Artillery Rocket Systems
A. Lisnianski ; E. Levit
Overview of One-Class versus Binary-Class Classification in the Context of Big Data Analytics
Naeem Seliya ; Taghi M. Khoshgoftaar
Review of Feature Selection Techniques for Credit Card Fraud Detection
Huanjing Wang ; Taghi M. Khoshgoftaar
Using Credit Card Fraud Data to Evaluate Binary and One-Class Classification
Joffrey L. Leevy ; John Hancock ; Taghi M. Khoshgoftaar ; Azadeh Abdollah Zadeh
Determining Optimal Feature Subset Size for Credit Card Fraud Detection
Huanjing Wang ; John Hancock ; Taghi M. Khoshgoftaar
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