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DSVD‐autoencoder: A scalable distributed privacy‐preserving method for one‐class classification

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/int.22241openalex-snapshot

PrivateDL: Privacy‐preserving collaborative deep learning against leakage from gradient sharing

inferredcites →https://doi.org/10.1007/11871842_61openalex-snapshot

The Minimum Volume Covering Ellipsoid Estimation in Kernel-Defined Feature Spaces

inferredcites →https://doi.org/10.1007/3-540-48219-9_30openalex-snapshot

Combining One-Class Classifiers

inferredcites →https://doi.org/10.1007/978-0-387-45528-0openalex-snapshot

Pattern Recognition and Machine Learning

inferredcites →https://doi.org/10.1007/978-1-4471-1599-1_110openalex-snapshot

Support objects for domain approximation

inferredcites →https://doi.org/10.1007/978-3-642-17080-5_21openalex-snapshot

A Survey of Recent Trends in One Class Classification

inferredcites →https://doi.org/10.1007/978-3-642-21557-5_13openalex-snapshot

Approximate Convex Hulls Family for One-Class Classification

inferredcites →https://doi.org/10.1007/978-3-642-34166-3_31openalex-snapshot

A New Random Forest Method for One-Class Classification

inferredcites →https://doi.org/10.1007/978-3-642-56927-2openalex-snapshot

Self-Organizing Maps

inferredcites →https://doi.org/10.1007/bf02288367openalex-snapshot

The Approximation of One Matrix by Another of Lower Rank

inferredcites →https://doi.org/10.1007/s10462-008-9071-8openalex-snapshot

An evaluation of one-class classification techniques for speaker verification

inferredcites →https://doi.org/10.1007/s13748-012-0035-5openalex-snapshot

A survey of methods for distributed machine learning

inferredcites →https://doi.org/10.1016/0098-1354(92)80051-aopenalex-snapshot

Autoassociative neural networks

inferredcites →https://doi.org/10.1016/0378-4371(92)90477-8openalex-snapshot

Geometrical interpretation of the back-propagation algorithm for the perceptron

inferredcites →https://doi.org/10.1016/0893-6080(89)90014-2openalex-snapshot

Neural networks and principal component analysis: Learning from examples without local minima

inferredcites →https://doi.org/10.1016/0893-6080(91)90045-7openalex-snapshot

ART 2-A: An adaptive resonance algorithm for rapid category learning and recognition

inferredcites →https://doi.org/10.1016/j.ins.2019.03.013openalex-snapshot

Large scale anomaly detection in mixed numerical and categorical input spaces

inferredcites →https://doi.org/10.1016/j.jsv.2007.01.006openalex-snapshot

Fault diagnosis of rotating machinery based on auto-associative neural networks and wavelet transforms

inferredcites →https://doi.org/10.1016/j.neucom.2015.05.135openalex-snapshot

An efficient algorithm for distributed density-based outlier detection on big data

inferredcites →https://doi.org/10.1016/j.neunet.2015.09.003openalex-snapshot

A Fast SVD-Hidden-nodes based Extreme Learning Machine for Large-Scale Data Analytics

inferredcites →https://doi.org/10.1016/j.patcog.2009.11.024openalex-snapshot

A new convex objective function for the supervised learning of single-layer neural networks

inferredcites →https://doi.org/10.1016/j.patcog.2013.08.007openalex-snapshot

Approximate polytope ensemble for one-class classification

inferredcites →https://doi.org/10.1016/j.patcog.2016.05.033openalex-snapshot

Graph Embedded One-Class Classifiers for media data classification

inferredcites →https://doi.org/10.1016/j.sigpro.2009.04.043openalex-snapshot

Combining different biometric traits with one-class classification

inferredcites →https://doi.org/10.1016/j.sigpro.2010.01.026openalex-snapshot

Data compression using SVD and Fisher information for radar emitter location

inferredcites →https://doi.org/10.1017/s026988891300043xopenalex-snapshot

One-class classification: taxonomy of study and review of techniques

inferredcites →https://doi.org/10.1023/b:mach.0000008084.60811.49openalex-snapshot

Support Vector Data Description

inferredcites →https://doi.org/10.1049/cp:19950597openalex-snapshot

Novelty detection for the identification of masses in mammograms

inferredcites →https://doi.org/10.1049/ip-vis:19941330openalex-snapshot

Novelty detection and neural network validation

inferredcites →https://doi.org/10.1063/1.2810360openalex-snapshot

Introduction to the Theory of Neural Computation

inferredcites →https://doi.org/10.1109/icassp.2007.366287openalex-snapshot

The One Class Support Vector Machine Solution Path

inferredcites →https://doi.org/10.1109/icdcs.2006.49openalex-snapshot

In-Network Outlier Detection in Wireless Sensor Networks

inferredcites →https://doi.org/10.1109/icdm.2011.52openalex-snapshot

Direct Robust Matrix Factorizatoin for Anomaly Detection

inferredcites →https://doi.org/10.1109/icip.2018.8451093openalex-snapshot

Distributed One-Class Learning

inferredcites →https://doi.org/10.1109/icpr.2018.8545819openalex-snapshot

Subspace Support Vector Data Description

inferredcites →https://doi.org/10.1109/ijcnn.1999.836051openalex-snapshot

Characteristics of auto-associative MLP as a novelty detector

inferredcites →https://doi.org/10.1109/tkde.2016.2555804openalex-snapshot

Distributed Anomaly Detection Using Minimum Volume Elliptical Principal Component Analysis

inferredcites →https://doi.org/10.1109/tnnls.2017.2738118openalex-snapshot

LANN-SVD: A Non-Iterative SVD-Based Learning Algorithm for One-Layer Neural Networks

inferredcites →https://doi.org/10.1109/tpami.2013.94openalex-snapshot

A Minimum Volume Covering Approach with a Set of Ellipsoids

inferredcites →https://doi.org/10.1109/tpwrd.2012.2188143openalex-snapshot

Diagnosing Faults in Power Transformers With Autoassociative Neural Networks and Mean Shift

inferredcites →https://doi.org/10.1137/16m1058467openalex-snapshot

A Distributed and Incremental SVD Algorithm for Agglomerative Data Analysis on Large Networks

inferredcites →https://doi.org/10.1142/s012906571550029xopenalex-snapshot

Distributed One-Class Support Vector Machine

inferredcites →https://doi.org/10.1145/1541880.1541882openalex-snapshot

Anomaly detection

inferredcites →https://doi.org/10.1145/1970392.1970395openalex-snapshot

Robust principal component analysis?

inferredcites →https://doi.org/10.1145/2689746.2689747openalex-snapshot

Anomaly Detection Using Autoencoders with Nonlinear Dimensionality Reduction

inferredcites →https://doi.org/10.1145/2810103.2813677openalex-snapshot

Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures

inferredcites →https://doi.org/10.1145/2810103.2813687openalex-snapshot

Privacy-Preserving Deep Learning

inferredcites →https://doi.org/10.1145/3133956.3134012openalex-snapshot

Deep Models Under the GAN

inferredcites →https://doi.org/10.1145/335191.335388openalex-snapshot

LOF

inferredcites →https://doi.org/10.1162/089976600300015691openalex-snapshot

Nonlinear Autoassociation Is Not Equivalent to PCA

inferredcites →https://doi.org/10.1162/089976698300017025openalex-snapshot

The Diabolo Classifier

inferredcites →https://doi.org/10.1162/neco.1992.4.2.141openalex-snapshot

First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method

inferredcites →https://doi.org/10.1214/aoms/1177704472openalex-snapshot

On Estimation of a Probability Density Function and Mode

inferredcites →https://doi.org/10.2307/1573081openalex-snapshot

Pattern Classification and Scene Analysis

inferredcites →https://doi.org/10.46298/arima.1877openalex-snapshot

One-Class Classifiers: A Review and Analysis of Suitability in the Context of Mobile-Masquerader Detection

inferredcites →https://doi.org/10.5860/choice.31-5500openalex-snapshot

Neural networks for pattern recognition

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/int.22356openalex-snapshot

Privacy preservation for image data: A GAN‐based method

inferred← citeshttps://doi.org/10.1002/int.22619openalex-snapshot

Privacy budget management and noise reusing in multichain environment

inferred← citeshttps://doi.org/10.1002/int.22716openalex-snapshot

Online dependence clustering of multivariate streaming data using one‐class SVMs

inferred← citeshttps://doi.org/10.1002/int.22730openalex-snapshot

ScratchGAN: Network representation learning for scratch with preference‐based generative adversarial nets

inferred← citeshttps://doi.org/10.1016/j.engappai.2024.108065openalex-snapshot

Explained anomaly detection in text reviews: Can subjective scenarios be correctly evaluated?

inferred← citeshttps://doi.org/10.1016/j.ipm.2025.104485openalex-snapshot

Federated cross-domain CTR prediction with triple-view contrastive learning and LLM augmentation

inferred← citeshttps://doi.org/10.1016/j.patcog.2023.109805openalex-snapshot

Fast deep autoencoder for federated learning

inferred← citeshttps://doi.org/10.1142/s0218001421510150openalex-snapshot

Learning Target Class Feature Subspace (LTC-FS) Using Eigenspace Analysis and N-ary Search-Based Autonomous Hyperparameter Tuning for OCSVM

inferred← citeshttps://doi.org/10.1186/s40537-021-00514-xopenalex-snapshot

A literature review on one-class classification and its potential applications in big data

inferred← citeshttps://doi.org/10.5815/ijcnis.2024.03.07openalex-snapshot

A Novel Privacy Preservation Scheme by Matrix Factorized Deep Autoencoder

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