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Outlier Detection

Papers archive 2025-07-28

archive papers tagged: 703 · with a code link: 234 · where Syntology ran a sample: 57 (49 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (57 of 703 tagged: 49 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument)

Page 5 of 8: papers 401 to 500 of 703, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• A Secure Clustering Protocol with Fuzzy Trust Evaluation and Outlier Detection for Industrial Wireless Sensor Networks
  20 Jul 2022 0 repositories listed
• Outlier Explanation via Sum-Product Networks
  18 Jul 2022 0 repositories listed
• A geometric framework for outlier detection in high-dimensional data
  1 Jul 2022 0 repositories listed
• K-ARMA Models for Clustering Time Series Data
  30 Jun 2022 0 repositories listed
• Improving Solar Flare Prediction by Time Series Outlier Detection
  14 Jun 2022 0 repositories listed
• What do we learn? Debunking the Myth of Unsupervised Outlier Detection
  8 Jun 2022 0 repositories listed
• Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection
  7 Jun 2022 0 repositories listed
• Robust Flow-based Conformal Inference (FCI) with Statistical Guarantee
  22 May 2022 0 repositories listed
• Detect Professional Malicious User with Metric Learning in Recommender Systems
  19 May 2022 0 repositories listed
• Defending Object Detectors against Patch Attacks with Out-of-Distribution Smoothing
  18 May 2022 0 repositories listed
• Deep Sequence Modeling for Anomalous ISP Traffic Prediction
  3 May 2022 0 repositories listed
• Towards an Ensemble Regressor Model for Anomalous ISP Traffic Prediction
  3 May 2022 0 repositories listed
• Improving the Robustness of Federated Learning for Severely Imbalanced Datasets
  28 Apr 2022 0 repositories listed
• Performance Analysis of Out-of-Distribution Detection on Trained Neural Networks
  26 Apr 2022 0 repositories listed
• Capturing the Denoising Effect of PCA via Compression Ratio
  22 Apr 2022 0 repositories listed
• Anomalous Sound Detection Based on Machine Activity Detection
  15 Apr 2022 0 repositories listed
• Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection---Extended Version
  7 Apr 2022 0 repositories listed
• A multi-stream deep neural network with late fuzzy fusion for real-world anomaly detection
  27 Mar 2022 0 repositories listed
• Anomaly Detection for Unmanned Aerial Vehicle Sensor Data Using a Stacked Recurrent Autoencoder Method with Dynamic Thresholding
  9 Mar 2022 0 repositories listed
• The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods
  4 Mar 2022 0 repositories listed
• Implications of Distance over Redistricting Maps: Central and Outlier Maps
  2 Mar 2022 0 repositories listed
• Data refinement for fully unsupervised visual inspection using pre-trained networks
  25 Feb 2022 0 repositories listed
• Choquet-Based Fuzzy Rough Sets
  22 Feb 2022 0 repositories listed
• Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection
  21 Feb 2022 0 repositories listed
• Outlier-based Autism Detection using Longitudinal Structural MRI
  21 Feb 2022 0 repositories listed
• Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data
  11 Feb 2022 0 repositories listed
• EVBattery: A Large-Scale Electric Vehicle Dataset for Battery Health and Capacity Estimation
  28 Jan 2022 0 repositories listed
• A deep mixture density network for outlier-corrected interpolation of crowd-sourced weather data
  25 Jan 2022 0 repositories listed
• Adaptive Outlier Detection for Power MOSFETs Based on Gaussian Process Regression
  25 Jan 2022 0 repositories listed
• Community-based anomaly detection using spectral graph filtering
  24 Jan 2022 0 repositories listed
• An Efficient Hashing-based Ensemble Method for Collaborative Outlier Detection
  18 Jan 2022 0 repositories listed
• Anomaly Detection using Capsule Networks for High-dimensional Datasets
  27 Dec 2021 0 repositories listed
• Robust factored principal component analysis for matrix-valued outlier accommodation and detection
  13 Dec 2021 0 repositories listed
• Automatic Unsupervised Outlier Model Selection
  1 Dec 2021 0 repositories listed
• Outlier Detection using AI: A Survey
  1 Dec 2021 0 repositories listed
• Anomaly Rule Detection in Sequence Data
  29 Nov 2021 0 repositories listed
• Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles -- Extended Version
  22 Nov 2021 0 repositories listed
• Active Relation Discovery: Towards General and Label-aware OpenRE
  16 Nov 2021 0 repositories listed
• Mathematical Models for Local Sensing Hashes
  16 Nov 2021 0 repositories listed
• Outlier Detection as Instance Selection Method for Feature Selection in Time Series Classification
  16 Nov 2021 0 repositories listed
• Contextual Unsupervised Outlier Detection in Sequences
  6 Nov 2021 0 repositories listed
• Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval
  4 Nov 2021 0 repositories listed
• BAHP: Benchmark of Assessing Word Embeddings in Historical Portuguese
  1 Nov 2021 0 repositories listed
• Anomaly-Injected Deep Support Vector Data Description for Text Outlier Detection
  27 Oct 2021 0 repositories listed
• News-based Business Sentiment and its Properties as an Economic Index
  20 Oct 2021 0 repositories listed
• Large Scale Substitution-based Word Sense Induction
  14 Oct 2021 0 repositories listed
• C-AllOut: Catching & Calling Outliers by Type
  13 Oct 2021 0 repositories listed
• Distance Based Pattern Driven Mining for Outlier Detection in High Dimensional Big Dataset
  5 Oct 2021 0 repositories listed
• Probabilistic Robust Autoencoders for Outlier Detection
  1 Oct 2021 0 repositories listed
• When Complexity Is Good: Do We Need Recurrent Deep Learning For Time Series Outlier Detection?
  29 Sep 2021 0 repositories listed
• Learning to Rank Anomalies: Scalar Performance Criteria and Maximization of Two-Sample Rank Statistics
  20 Sep 2021 0 repositories listed
• Cascade Watchdog: A Multi-tiered Adversarial Guard for Outlier Detection
  20 Aug 2021 0 repositories listed
• Discovering outliers in the Mars Express thermal power consumption patterns
  4 Aug 2021 0 repositories listed
• IPOF: An Extremely and Excitingly Simple Outlier Detection Booster via Infinite Propagation
  1 Aug 2021 0 repositories listed
• Unsupervised Outlier Detection using Memory and Contrastive Learning
  27 Jul 2021 0 repositories listed
• Meta-Learning for Relative Density-Ratio Estimation
  2 Jul 2021 0 repositories listed
• Closed-Form, Provable, and Robust PCA via Leverage Statistics and Innovation Search
  23 Jun 2021 0 repositories listed
• Outlier Detection and Spatial Analysis Algorithms
  20 Jun 2021 0 repositories listed
• Comparison of Outlier Detection Techniques for Structured Data
  16 Jun 2021 0 repositories listed
• Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training
  16 Jun 2021 0 repositories listed
• Safeguarding against spurious AI-based predictions: The case of automated verbal memory assessment
  1 Jun 2021 0 repositories listed
• Weighting vectors for machine learning: numerical harmonic analysis applied to boundary detection
  1 Jun 2021 0 repositories listed
• Do We Really Need to Learn Representations from In-domain Data for Outlier Detection?
  19 May 2021 0 repositories listed
• Towards a Model for LSH
  11 May 2021 0 repositories listed
• ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals
  29 Apr 2021 0 repositories listed
• Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation
  28 Apr 2021 0 repositories listed
• tsrobprep - an R package for robust preprocessing of time series data
  26 Apr 2021 0 repositories listed
• Conditional Selective Inference for Robust Regression and Outlier Detection using Piecewise-Linear Homotopy Continuation
  22 Apr 2021 0 repositories listed
• Continual Learning with Fully Probabilistic Models
  19 Apr 2021 0 repositories listed
• Image Modeling with Deep Convolutional Gaussian Mixture Models
  19 Apr 2021 0 repositories listed
• Achieving differential privacy for k-nearest neighbors based outlier detection by data partitioning
  16 Apr 2021 0 repositories listed
• Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
  8 Apr 2021 0 repositories listed
• Spatiotemporal Data Mining: A Survey on Challenges and Open Problems
  31 Mar 2021 0 repositories listed
• Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks
  29 Mar 2021 0 repositories listed
• Homophily Outlier Detection in Non-IID Categorical Data
  21 Mar 2021 0 repositories listed
• Fairness-aware Outlier Ensemble
  17 Mar 2021 0 repositories listed
• Impacts of the Numbers of Colors and Shapes on Outlier Detection: from Automated to User Evaluation
  10 Mar 2021 0 repositories listed
• Symbiotic Hybrid Neural Network Watchdog For Outlier Detection
  28 Feb 2021 0 repositories listed
• Tax Evasion Risk Management Using a Hybrid Unsupervised Outlier Detection Method
  25 Feb 2021 0 repositories listed
• Feature Engineering for Scalable Application-Level Post-Silicon Debugging
  8 Feb 2021 0 repositories listed
• RECol: Reconstruction Error Columns for Outlier Detection
  4 Feb 2021 0 repositories listed
• Dense outlier detection and open-set recognition based on training with noisy negative images
  22 Jan 2021 0 repositories listed
• An Empirical Exploration of Open-Set Recognition via Lightweight Statistical Pipelines
  1 Jan 2021 0 repositories listed
• Enhancing Visual Representations for Efficient Object Recognition during Online Distillation
  1 Jan 2021 0 repositories listed
• Identifying Informative Latent Variables Learned by GIN via Mutual Information
  1 Jan 2021 0 repositories listed
• Outlier Preserving Distribution Mapping Autoencoders
  1 Jan 2021 0 repositories listed
• Outlier Robust Optimal Transport
  1 Jan 2021 0 repositories listed
• Suppressing Outlier Reconstruction in Autoencoders for Out-of-Distribution Detection
  1 Jan 2021 0 repositories listed
• Probabilistic Outlier Detection and Generation
  22 Dec 2020 0 repositories listed
• Incremental Data-driven Optimization of Complex Systems in Nonstationary Environments
  14 Dec 2020 0 repositories listed
• An Isolation Forest Learning Based Outlier Detection Approach for Effectively Classifying Cyber Anomalies
  9 Dec 2020 0 repositories listed
• JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads
  9 Dec 2020 0 repositories listed
• Toward Scalable and Unified Example-based Explanation and Outlier Detection
  11 Nov 2020 0 repositories listed
• Autoencoder Watchdog Outlier Detection for Classifiers
  24 Oct 2020 0 repositories listed
• Rotation Averaging with Attention Graph Neural Networks
  14 Oct 2020 0 repositories listed
• Anomaly Detection based on Zero-Shot Outlier Synthesis and Hierarchical Feature Distillation
  10 Oct 2020 0 repositories listed
• OneFlow: One-class flow for anomaly detection based on a minimal volume region
  6 Oct 2020 0 repositories listed
• Machine learning based forecasting of significant daily returns in foreign exchange markets
  21 Sep 2020 0 repositories listed
• Let me join you! Real-time F-formation recognition by a socially aware robot
  23 Aug 2020 0 repositories listed
• A boosted outlier detection method based on the spectrum of the Laplacian matrix of a graph
  7 Aug 2020 0 repositories listed