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Optimizing Small-Sample Disk Fault Detection Based on LSTM-GAN Model
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1006/jcss.1997.1504openalex-snapshot
A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
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Borderline-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning
inferredcites →https://doi.org/10.1007/978-3-030-33327-0_6openalex-snapshot
Transfer Learning for Electrocardiogram Classification Under Small Dataset
inferredcites →https://doi.org/10.1007/s10278-019-00306-zopenalex-snapshot
Predicting Unnecessary Nodule Biopsies from a Small, Unbalanced, and Pathologically Proven Dataset by Transfer Learning
inferredcites →https://doi.org/10.1016/j.measurement.2017.07.017openalex-snapshot
A convolutional neural network based feature learning and fault diagnosis method for the condition monitoring of gearbox
inferredcites →https://doi.org/10.1016/j.procs.2020.09.074openalex-snapshot
A disk failure prediction method based on LSTM network due to its individual specificity
inferredcites →https://doi.org/10.1016/j.ress.2017.03.004openalex-snapshot
Hard drive failure prediction using Decision Trees
inferredcites →https://doi.org/10.1088/0957-0233/26/11/115002openalex-snapshot
Rolling bearing fault diagnosis using an optimization deep belief network
inferredcites →https://doi.org/10.1109/bigdataservice.2016.10openalex-snapshot
A Practical Approach to Hard Disk Failure Prediction in Cloud Platforms: Big Data Model for Failure Management in Datacenters
inferredcites →https://doi.org/10.1109/bracis.2017.72openalex-snapshot
Predicting Failures in Hard Drives with LSTM Networks
inferredcites →https://doi.org/10.1109/dac18072.2020.9218551openalex-snapshot
Tier-Scrubbing: An Adaptive and Tiered Disk Scrubbing Scheme with Improved MTTD and Reduced Cost
inferredcites →https://doi.org/10.1109/dsn.2014.44openalex-snapshot
Hard Drive Failure Prediction Using Classification and Regression Trees
inferredcites →https://doi.org/10.1109/ijcnn.2008.4633969openalex-snapshot
ADASYN: Adaptive synthetic sampling approach for imbalanced learning
inferredcites →https://doi.org/10.1109/isie.2019.8781108openalex-snapshot
Intelligent fault diagnosis of wind turbine gearbox based on Long short-term memory networks
inferredcites →https://doi.org/10.1109/lgrs.2017.2699196openalex-snapshot
Synthetic Aperture Radar Image Synthesis by Using Generative Adversarial Nets
inferredcites →https://doi.org/10.1109/msst.2013.6558427openalex-snapshot
Proactive drive failure prediction for large scale storage systems
inferredcites →https://doi.org/10.1109/taslp.2017.2761547openalex-snapshot
Statistical Parametric Speech Synthesis Incorporating Generative Adversarial Networks
inferredcites →https://doi.org/10.1109/tip.2017.2662206openalex-snapshot
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
inferredcites →https://doi.org/10.1109/tnnls.2016.2582924openalex-snapshot
LSTM: A Search Space Odyssey
inferredcites →https://doi.org/10.1109/tsmc.1972.4309137openalex-snapshot
Asymptotic Properties of Nearest Neighbor Rules Using Edited Data
inferredcites →https://doi.org/10.1145/2939672.2939699openalex-snapshot
Predicting Disk Replacement towards Reliable Data Centers
inferredcites →https://doi.org/10.1145/3225058.3225106openalex-snapshot
Disk Failure Prediction in Data Centers via Online Learning
inferredcites →https://doi.org/10.1162/089976600300015015openalex-snapshot
Learning to Forget: Continual Prediction with LSTM
inferredcites →https://doi.org/10.1613/jair.953openalex-snapshot
SMOTE: Synthetic Minority Over-sampling Technique
inferredcites →https://doi.org/10.18178/wcse.2021.06.054openalex-snapshot
Failure Prediction for Temporal Dependency of Hard Drives
inferredcites →https://doi.org/10.5555/1046920.1088699openalex-snapshot
Machine Learning Methods for Predicting Failures in Hard Drives: A Multiple-Instance Application
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-031-13829-4_53openalex-snapshot
An Integrated GAN-Based Approach to Imbalanced Disk Failure Data
inferred← citeshttps://doi.org/10.1007/978-981-95-8402-4_15openalex-snapshot
OA-WGAN: A Clustering-Guided GAN for Disk Fault Augmentation
inferred← citeshttps://doi.org/10.1007/s12553-024-00847-6openalex-snapshot
Utility of GAN generated synthetic data for cardiovascular diseases mortality prediction: an experimental study
inferred← citeshttps://doi.org/10.1016/j.knosys.2023.110516openalex-snapshot
A novel contrastive adversarial network for minor-class data augmentation: Applications to pipeline fault diagnosis
inferred← citeshttps://doi.org/10.1109/e-science62913.2024.10678669openalex-snapshot
Diaspora: Resilience-Enabling Services for Real-Time Distributed Workflows
inferred← citeshttps://doi.org/10.1109/hpcc-dss-smartcity-dependsys57074.2022.00229openalex-snapshot
A One-Class Anomaly Detection Method for Drives based on Adversarial Auto-Encoder
inferred← citeshttps://doi.org/10.1109/iacis61494.2024.10721757openalex-snapshot
Fault Detection in Smart Grids by Hybrid Generative Adversarial Networks with Neuro Fuzzy Algorithm
inferred← citeshttps://doi.org/10.1109/tim.2023.3246470openalex-snapshot
A Systematic Review on Imbalanced Learning Methods in Intelligent Fault Diagnosis
inferred← citeshttps://doi.org/10.12677/csa.2024.149185openalex-snapshot
Virtual Machine Fault Detection Algorithm Based on Attention Mechanism
inferred← citeshttps://doi.org/10.3233/jifs-220590openalex-snapshot
A novel SSD fault detection method using GRU-based Sparse Auto-Encoder for dimensionality reduction
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