On the public citation graph

Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification

https://doi.org/10.1002/sam.10151
0 signed · 115 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

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

inferredcites →https://doi.org/10.1002/0470854774openalex-snapshot
Statistical Pattern Recognition
inferredcites →https://doi.org/10.1002/acs.4480070604openalex-snapshot
Performance analysis of the forgetting factor RLS algorithm
inferredcites →https://doi.org/10.1007/11564126_15openalex-snapshot
An Adaptive Nearest Neighbor Classification Algorithm for Data Streams
inferredcites →https://doi.org/10.1007/978-0-387-21606-5openalex-snapshot
The Elements of Statistical Learning
inferredcites →https://doi.org/10.1007/978-0-387-21736-9openalex-snapshot
All of Statistics: A Concise Course in Statistical Inference
inferredcites →https://doi.org/10.1007/978-0-387-84858-7openalex-snapshot
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1007/978-1-4757-9365-9openalex-snapshot
Bayesian Forecasting and Dynamic Models
inferredcites →https://doi.org/10.1007/978-3-540-25966-4_1openalex-snapshot
Classifier Ensembles for Changing Environments
inferredcites →https://doi.org/10.1007/978-3-540-27868-9_81openalex-snapshot
Classifier Design for Population and Sensor Drift
inferredcites →https://doi.org/10.1007/978-3-540-28645-5_29openalex-snapshot
Learning with Drift Detection
inferredcites →https://doi.org/10.1007/978-3-540-68825-9_2openalex-snapshot
Assessing the Impact of Changing Environments on Classifier Performance
inferredcites →https://doi.org/10.1007/978-3-540-72927-3_21openalex-snapshot
On-Line Estimation with the Multivariate Gaussian Distribution
inferredcites →https://doi.org/10.1007/978-3-540-89689-0_55openalex-snapshot
Adaptive Learning Rate for Online Linear Discriminant Classifiers
inferredcites →https://doi.org/10.1007/978-3-642-57678-2_8openalex-snapshot
Practical data mining in a large utility company
inferredcites →https://doi.org/10.1007/978-3-642-75894-2openalex-snapshot
Adaptive Algorithms and Stochastic Approximations
inferredcites →https://doi.org/10.1007/b98818openalex-snapshot
Matrix Algebra From a Statistician’s Perspective
inferredcites →https://doi.org/10.1007/bf00116900openalex-snapshot
Learning in the Presence of Concept Drift and Hidden Contexts
inferredcites →https://doi.org/10.1007/bf02295996openalex-snapshot
Note on the Sampling Error of the Difference Between Correlated Proportions or Percentages
inferredcites →https://doi.org/10.1007/bfb0094828openalex-snapshot
A comparison of batch and incremental supervised learning algorithms
inferredcites →https://doi.org/10.1007/s00500-002-0250-2openalex-snapshot
Learning classification rules for telecom customer call data under concept drift
inferredcites →https://doi.org/10.1007/s007990050035openalex-snapshot
Identifying and tracking changing interests
inferredcites →https://doi.org/10.1007/s11634-009-0051-xopenalex-snapshot
Temporally adaptive estimation of logistic classifiers on data streams
inferredcites →https://doi.org/10.1016/0005-1098(81)90070-4openalex-snapshot
Implementation of self-tuning regulators with variable forgetting factors
inferredcites →https://doi.org/10.1016/0005-1098(90)90154-aopenalex-snapshot
Adaptation and tracking in system identification—A survey
inferredcites →https://doi.org/10.1016/0967-0661(96)82838-3openalex-snapshot
Adaptive filter theory
inferredcites →https://doi.org/10.1016/j.dss.2006.11.012openalex-snapshot
SpamHunting: An instance-based reasoning system for spam labelling and filtering
inferredcites →https://doi.org/10.1016/j.inffus.2005.05.005openalex-snapshot
Real-time data mining of non-stationary data streams from sensor networks
inferredcites →https://doi.org/10.1016/j.patcog.2010.07.026openalex-snapshot
: An adaptive classifier for data streams
inferredcites →https://doi.org/10.1016/s0378-3758(02)00410-xopenalex-snapshot
Asymptotic Properties of Weighted Likelihood Estimators
inferredcites →https://doi.org/10.1017/cbo9780511812651openalex-snapshot
Pattern Recognition and Neural Networks
inferredcites →https://doi.org/10.1037/h0042519openalex-snapshot
The perceptron: A probabilistic model for information storage and organization in the brain.
inferredcites →https://doi.org/10.1049/el:19911331openalex-snapshot
Fast tracking RLS algorithm using novel variable forgetting factor with unity zone
inferredcites →https://doi.org/10.1057/palgrave.jors.2600494openalex-snapshot
Bayesian Forecasting and Dynamic Models (2nd edn)
inferredcites →https://doi.org/10.1057/palgrave.jors.2602226openalex-snapshot
A dynamic scorecard for monitoring baseline performance with application to tracking a mortgage portfolio
inferredcites →https://doi.org/10.1057/palgrave.jors.2602418openalex-snapshot
Performance criteria for plastic card fraud detection tools
inferredcites →https://doi.org/10.1080/00207178508933420openalex-snapshot
Adaptive forgetting in recursive identification through multiple models†
inferredcites →https://doi.org/10.1080/00207178808906026openalex-snapshot
Modified least squares algorithm incorporating exponential resetting and forgetting
inferredcites →https://doi.org/10.1109/78.136549openalex-snapshot
Time-varying spectral estimation using AR models with variable forgetting factors
inferredcites →https://doi.org/10.1109/9.402231openalex-snapshot
Analysis of adaptive step-size SA algorithms for parameter tracking
inferredcites →https://doi.org/10.1109/acc.1995.533784openalex-snapshot
An adaptive algorithm with information-dependent data forgetting
inferredcites →https://doi.org/10.1109/cdc.1983.269785openalex-snapshot
Adaptive controllers with a vector variable forgetting factor
inferredcites →https://doi.org/10.1109/cdc.1994.410867openalex-snapshot
Analysis of adaptive step size SA algorithms for parameter tracking
inferredcites →https://doi.org/10.1109/cvpr.2007.382985openalex-snapshot
Incremental Linear Discriminant Analysis Using Sufficient Spanning Set Approximations
inferredcites →https://doi.org/10.1109/icnn.1993.298623openalex-snapshot
A direct adaptive method for faster backpropagation learning: the RPROP algorithm
inferredcites →https://doi.org/10.1109/ijcnn.1999.832603openalex-snapshot
Dynamic logistic regression
inferredcites →https://doi.org/10.1109/ijcnn.2000.861335openalex-snapshot
Convergence analysis of online linear discriminant analysis
inferredcites →https://doi.org/10.1109/mlsp.2007.4414329openalex-snapshot
Selective Fusion of Delayed Measurements in Filtering
inferredcites →https://doi.org/10.1109/tencon.1993.320521openalex-snapshot
Unified framework of adaptive forgetting identification algorithms for time-varying systems
inferredcites →https://doi.org/10.1109/tsmcb.2005.847744openalex-snapshot
Incremental Linear Discriminant Analysis for Classification of Data Streams
inferredcites →https://doi.org/10.1117/12.602766openalex-snapshot
Automatic target recognition using both measurements from identity sensors and motion information from tracking sensors
inferredcites →https://doi.org/10.1117/12.632730openalex-snapshot
Tracking concept drifting with Gaussian mixture model
inferredcites →https://doi.org/10.1137/1.9781611972726.15openalex-snapshot
Incremental Support Vector Machine Classification
inferredcites →https://doi.org/10.1145/1014052.1014110openalex-snapshot
On demand classification of data streams
inferredcites →https://doi.org/10.1145/312129.312285openalex-snapshot
The impact of changing populations on classifier performance
inferredcites →https://doi.org/10.1145/502512.502529openalex-snapshot
Mining time-changing data streams
inferredcites →https://doi.org/10.1145/502512.502568openalex-snapshot
A streaming ensemble algorithm (SEA) for large-scale classification
inferredcites →https://doi.org/10.1145/956750.956778openalex-snapshot
Mining concept-drifting data streams using ensemble classifiers
inferredcites →https://doi.org/10.1198/jasa.2005.s62openalex-snapshot
Kendall's Advanced Theory of Statistics, Vol. 2B: Bayesian Inference
inferredcites →https://doi.org/10.1201/9781439800225openalex-snapshot
ROC Curves for Continuous Data
inferredcites →https://doi.org/10.1214/088342306000000060openalex-snapshot
Classifier Technology and the Illusion of Progress
inferredcites →https://doi.org/10.1214/ss/1042727940openalex-snapshot
Statistical Fraud Detection: A Review
inferredcites →https://doi.org/10.2307/1270666openalex-snapshot
Matrix Algebra from a Statistician's Perspective
inferredcites →https://doi.org/10.2307/2529753openalex-snapshot
Properties of Diagnostic Data Distributions
inferredcites →https://doi.org/10.2307/2531595openalex-snapshot
Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach
inferredcites →https://doi.org/10.3233/978-1-58603-891-5-132openalex-snapshot
Online optimization for variable selection in data streams
inferredcites →https://doi.org/10.3233/ida-2009-0397openalex-snapshot
On the window size for classification in changing environments
inferredcites →https://doi.org/10.5555/1314498.1390333openalex-snapshot
Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts

What points at this work

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

inferred← citeshttps://doi.org/10.1002/hbm.23355openalex-snapshot
Real‐time estimation of dynamic functional connectivity networks
inferred← citeshttps://doi.org/10.1007/978-3-031-33383-5_26openalex-snapshot
cPNN: Continuous Progressive Neural Networks for Evolving Streaming Time Series
inferred← citeshttps://doi.org/10.1007/s10472-016-9534-6openalex-snapshot
Reliable region predictions for automated valuation models
inferred← citeshttps://doi.org/10.1007/s10489-018-1254-7openalex-snapshot
Applying temporal dependence to detect changes in streaming data
inferred← citeshttps://doi.org/10.1007/s10618-021-00747-7openalex-snapshot
Streaming changepoint detection for transition matrices
inferred← citeshttps://doi.org/10.1007/s10618-026-01213-yopenalex-snapshot
Dynamic continuous progressive neural networks for evolving streaming time series
inferred← citeshttps://doi.org/10.1007/s10958-016-3019-3openalex-snapshot
Dilemmas of Robust Analysis of Economic Data Streams*
inferred← citeshttps://doi.org/10.1007/s11042-024-20252-5openalex-snapshot
Classification of the respiratory infection vaccination tweets using fuzzy logic and deep learning
inferred← citeshttps://doi.org/10.1007/s11222-015-9597-yopenalex-snapshot
Divisive clustering of high dimensional data streams
inferred← citeshttps://doi.org/10.1007/s11222-016-9684-8openalex-snapshot
Continuous monitoring for changepoints in data streams using adaptive estimation
inferred← citeshttps://doi.org/10.1007/s11222-019-09858-0openalex-snapshot
Multiple changepoint detection in categorical data streams
inferred← citeshttps://doi.org/10.1007/s13198-022-01757-4openalex-snapshot
Rolling element bearing fault diagnosis using supervised learning methods- artificial neural network and discriminant classifier
inferred← citeshttps://doi.org/10.1016/j.bbe.2021.05.010openalex-snapshot
An automated skin melanoma detection system with melanoma-index based on entropy features
inferred← citeshttps://doi.org/10.1016/j.egyr.2024.06.015openalex-snapshot
Stacked machine learning models for non-technical loss detection in smart grid: A comparative analysis
inferred← citeshttps://doi.org/10.1080/10618600.2025.2603582openalex-snapshot
Online Spectral Density Estimation
inferred← citeshttps://doi.org/10.1093/nsr/nwac123openalex-snapshot
Open-environment machine learning
inferred← citeshttps://doi.org/10.1108/sampj-03-2022-0127openalex-snapshot
Must social performance ratings be idiosyncratic? An exploration of social performance ratings with predictive validity
inferred← citeshttps://doi.org/10.1109/access.2018.2886551openalex-snapshot
Analysis and Identification of Power Blackout-Sensitive Users by Using Big Data in the Energy System
inferred← citeshttps://doi.org/10.1109/bigdata.2016.7840877openalex-snapshot
Handling delayed labels in temporally evolving data streams
inferred← citeshttps://doi.org/10.1109/bigdata62323.2024.10825670openalex-snapshot
Tenet: Benchmarking Data Stream Classifiers in Presence of Temporal Dependence
inferred← citeshttps://doi.org/10.1109/iccsnt.2012.6526255openalex-snapshot
An evaluation system of game-based learning based on data mining
inferred← citeshttps://doi.org/10.1109/icdmw.2013.114openalex-snapshot
Continuous Monitoring of a Computer Network Using Multivariate Adaptive Estimation
inferred← citeshttps://doi.org/10.1109/icdmw.2016.0051openalex-snapshot
Correlation-Based Streaming Anomaly Detection in Cyber-Security
inferred← citeshttps://doi.org/10.1109/icdmw.2017.151openalex-snapshot
An Adaptive Modeling Framework for Bivariate Data Streams with Applications to Change Detection in Cyber-Physical Systems
inferred← citeshttps://doi.org/10.1109/icsidp47821.2019.9173002openalex-snapshot
Fuzzy ARTMAP Network And Clustering For Streaming Classification Under Emerging New Classes
inferred← citeshttps://doi.org/10.1109/iros55552.2023.10341474openalex-snapshot
Online Continual Learning for Robust Indoor Object Recognition
inferred← citeshttps://doi.org/10.1109/mis.2018.022441346openalex-snapshot
Real-Time Dynamic Network Anomaly Detection
inferred← citeshttps://doi.org/10.1109/tcyb.2021.3054161openalex-snapshot
Estimation, Forecasting, and Anomaly Detection for Nonstationary Streams Using Adaptive Estimation
inferred← citeshttps://doi.org/10.1109/tit.2026.3650908openalex-snapshot
Revisiting Weighted Strategy for Non-Stationary Parametric Bandits and MDPs
inferred← citeshttps://doi.org/10.1109/tkde.2016.2609424openalex-snapshot
Online Bagging and Boosting for Imbalanced Data Streams
inferred← citeshttps://doi.org/10.1109/tkde.2019.2937078openalex-snapshot
Distribution-Free One-Pass Learning
inferred← citeshttps://doi.org/10.1137/23m155493xopenalex-snapshot
Linear Discriminant Analysis with the Randomized Kaczmarz Method
inferred← citeshttps://doi.org/10.1145/3232829.3232842openalex-snapshot
An Improved AFF Algorithm for Continuous Monitoring for Changepoints in Data Streams
inferred← citeshttps://doi.org/10.1214/20-aoas1424openalex-snapshot
Unsupervised streaming anomaly detection for instrumented infrastructure
inferred← citeshttps://doi.org/10.1680/jsmic.17.00023openalex-snapshot
Real-time statistical modelling of data generated from self-sensing bridges
inferred← citeshttps://doi.org/10.20868/upm.thesis.65990openalex-snapshot
Contribución a los mecanismos de adaptación dinámica para servicios de distribución multimedia sobre redes móviles
inferred← citeshttps://doi.org/10.21985/n2-d9kb-fm86openalex-snapshot
Optimization under Variable Uncertainty
inferred← citeshttps://doi.org/10.23919/acc.2018.8431132openalex-snapshot
Adaptive Probabilistic Classification of Dynamic Processes: A Case Study on Human Trust in Automation
inferred← citeshttps://doi.org/10.25560/24484openalex-snapshot
Adaptive estimation with change detection for streaming data
inferred← citeshttps://doi.org/10.32614/rj-2014-012openalex-snapshot
RStorm: Developing and Testing Streaming Algorithms in R
inferred← citeshttps://doi.org/10.3390/e15125510openalex-snapshot
Information-Theoretic Data Discarding for Dynamic Trees on Data Streams
inferred← citeshttps://doi.org/10.48550/arxiv.1405.0131openalex-snapshot
Two Procedures for Robust Monitoring of Probability Distributions of Economic Data Streams induced by Depth Functions
inferred← citeshttps://doi.org/10.48550/arxiv.1407.8042openalex-snapshot
Targeting Optimal Active Learning via Example Quality
inferred← citeshttps://doi.org/10.48550/arxiv.1502.01664openalex-snapshot
Estimating Optimal Active Learning via Model Retraining Improvement
inferred← citeshttps://doi.org/10.48550/arxiv.1502.02309openalex-snapshot
Measuring the functional connectome "on-the-fly": towards a new control signal for fMRI-based brain-computer interfaces
inferred← citeshttps://doi.org/10.48550/arxiv.1511.02187openalex-snapshot
Streaming regularization parameter selection via stochastic gradient descent
inferred← citeshttps://doi.org/10.48550/arxiv.1912.04661openalex-snapshot
Adaptive Dynamic Model Averaging with an Application to House Price Forecasting
inferred← citeshttps://doi.org/10.5445/ksp/1000087327/02openalex-snapshot
Online Linear Discriminant Analysis for Data Streams with Concept Drift
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.