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Adaptive Filtering and Change Detection

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Recursive Bayesian Autoregressive Changepoint Detector For Sequential Signal Segmentation
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Using Optical Flow For Filling The Gaps In Visual-Inertial Tracking
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Model‐Based Statistical Signal Processing for Change and Damage Detection
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Bibliography
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Bibliography
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Particle‐Based Bayesian State–Space Processors
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Vibration‐Based Techniques for Structural Health Monitoring
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References
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Applications
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Sequential Bayesian Detection
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Particle‐Based Bayesian State–Space Processors
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Front Matter
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Model‐Based Processors
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Parametrically Adaptive Processors
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Speech Analytics
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Diagnosis
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Life Support Health Management
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ASR Models from Conventional Statistical Models to Transformers and Transfer Learning
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Adaptive observers for linear stochastic time‐variant systems with disturbances
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Case studies in Bayesian segmentation applied to CD control
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A novel variable‐length sliding window blockwise least‐squares algorithm for on‐line estimation of time‐varying parameters
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Robust Fault Detection Based on l1 Regularization
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Bayesian Sensor Fault Detection in a Markov Jump System
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Statistical properties of signal entropy for use in detecting changes in time series data
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Detection of Variance Changes and Mean Value Jumps in Measurement Noise for Multipath Mitigation in Urban Navigation
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Change in annual precipitation in the northwest of I ran
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Air data fault detection and isolation for small UAS using integrity monitoring framework
inferred← citeshttps://doi.org/10.1002/qre.1800openalex-snapshot
Change‐Point Detection for Shifts in Control Charts Using EM Change‐Point Algorithms
inferred← citeshttps://doi.org/10.1002/rnc.2802openalex-snapshot
Maximum likelihood ratio detection of abrupt state change for MIMO linear systems based on frequency domain data
inferred← citeshttps://doi.org/10.1002/rnc.2980openalex-snapshot
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Stochastic approximation with nondecaying gain: Error bound and data‐driven gain‐tuning
inferred← citeshttps://doi.org/10.1002/rob.20062openalex-snapshot
Robot Perception of Impedance.
inferred← citeshttps://doi.org/10.1002/sam.10124openalex-snapshot
Sequential change‐point detection based on direct density‐ratio estimation
inferred← citeshttps://doi.org/10.1002/sam.11411openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/sec.286openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/we.1705openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/widm.1113openalex-snapshot
Spatiotemporal change footprint pattern discovery: an inter‐disciplinary survey
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Tire-Road Friction Measurement on Highway Vehicles
inferred← citeshttps://doi.org/10.1007/978-0-387-74905-1_23openalex-snapshot
Improvement of State Estimation for Systems with Chaotic Noise
inferred← citeshttps://doi.org/10.1007/978-0-8176-4621-9openalex-snapshot
Numerical Methods for Controlled Stochastic Delay Systems
inferred← citeshttps://doi.org/10.1007/978-0-85729-338-1_9openalex-snapshot
Application of Artificial Neural Networks In Differential Pulse Code Modulation Scheme
inferred← citeshttps://doi.org/10.1007/978-1-4419-7393-1_6openalex-snapshot
Time-Delay Estimation and Finite-Spectrum Assignment for Control Over Multi-Hop WSN
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Incremental Statistical Measures
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Micro-Tactile Sensors for In Vivo Measurements of Elasticity
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Introduction
inferred← citeshttps://doi.org/10.1007/978-1-4471-4799-2_10openalex-snapshot
Statistical Methods Based Residual Evaluation and Threshold Setting
inferred← citeshttps://doi.org/10.1007/978-1-4471-6410-4_1openalex-snapshot
Introduction
inferred← citeshttps://doi.org/10.1007/978-1-4471-6410-4_3openalex-snapshot
Basic Statistical Fault Detection Problems
inferred← citeshttps://doi.org/10.1007/978-1-4471-6410-4_8openalex-snapshot
Introduction, Preliminaries and I/O Data Set Models
inferred← citeshttps://doi.org/10.1007/978-1-4614-1433-9_14openalex-snapshot
Tire-Road Friction Measurement on Highway Vehicles
inferred← citeshttps://doi.org/10.1007/978-1-4614-3067-4_15openalex-snapshot
Fault Tolerant Control of Large LED Systems
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Robot Interaction Control in Medicine and Surgery: Original Results and Open Problems
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Recursive and State-Space Identification of Hybrid Systems
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Does Control Quality Matter?
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Towards Interaction, Disturbance and Fault Aware Flying Robot Swarms
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Advanced Communications in Cyber-Physical Systems
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Improved Sliding Window Kernel RLS Algorithm for Identification of Time-Varying Nonlinear Systems
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Earth Observation Data for Spatio-Temporal Analysis of Land Cover Changes Within Notified Forest Areas
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Applications and Outlook
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Unsupervised Anomaly Detection for MIL-STD-1553 Avionic Platforms Using CUSUM
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Spatiotemporal Change Footprint Pattern Discovery
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Spatiotemporal Change Footprint Pattern Discovery
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Tampering Detection in Low-Power Smart Cameras
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Introduction
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Diagnosis for Control and Decision Support for Autonomous Vehicles
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A First Attempt to Construct Effective Concept Drift Detector Ensembles
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Classifier Concept Drift Detection and the Illusion of Progress
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Background
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Change Point Detection with Gaussian Processes
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Switch Detection in Genetic Regulatory Networks
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Improving Adaptive Bagging Methods for Evolving Data Streams
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Multi-Agent Linear Array Sensors Modeling
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Virtual Sensors for Vehicle Dynamics Applications
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Linear Prediction Based Mixture Models for Event Detection in Video Sequences
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Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance
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Context Change Detection for Resource Allocation in Service-Oriented Systems
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On-Line Change Detection for Resource Allocation in Service-Oriented Systems
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Change Detection Based on the Distribution of p-Values
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Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation
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Adaptive Particle Filter with Estimation Windows
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CD-MOA: Change Detection Framework for Massive Online Analysis
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Ensemble Glucose Prediction in Insulin-Dependent Diabetes
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A Fast Method for Abrupt Change Detection from Large-Scale Electrocardiogram (ECG) Time Series
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Teilprojekt TP 3 – Tracking
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Introduction
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Basic Methods for Fault Detection and Estimation in Static Processes
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Basic Methods for Fault Detection in Dynamic Processes
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Ensembles of change-point methods to estimate the change point in residual sequences
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Fuzzy maximum likelihood change-point algorithms for identifying the time of shifts in process data
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Enhanced fault classification in underground cable systems: a three-step framework utilizing evolutionary optimization for signal tracking and parameter estimation
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Analysis of trends and change points in meteorological variables over the south of the Caspian Sea
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Information-theoretic drift detection using KL divergence and tolerance time in Sliding Adaptive Beta Distribution Models
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On localization of source by hidden Gaussian processes with small noise
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Real-Time Model-Based Fault Detection and Isolation for UGVs
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Underwater Vehicle Localization with Complementary Filter: Performance Analysis in the Shallow Water Environment
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An AEKF-SLAM Algorithm with Recursive Noise Statistic Based on MLE and EM
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Change detection and adaptation in multi-target regression on data streams
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Identifying Market Behaviours Using European Stock Index Time Series by a Hybrid Segmentation Algorithm
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A Bayesian methodology for simultaneously detecting and estimating regime change points and variable selection in multiple regression models for marketing research
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Continuous monitoring for changepoints in data streams using adaptive estimation
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LASSO for streaming data with adaptative filtering
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A self-tuning controller for queuing delay regulation in TCP/AQM networks
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Hybrid Dynamical Models of Human Motion for the Recognition of Human Gaits
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Detection of Test Speededness Using Change-Point Analysis
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Real-time vision-based tracking and reconstruction
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Real-time view-based pose recognition and interpolation for tracking initialization
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Greedy Gaussian segmentation of multivariate time series
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Neyman–Pearson Test for Fault Detection in the Process Dynamics
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Monitoring shifts in mean: Asymptotic normality of stopping times
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Multi-resolution fourier analysis: extraction and missing signal recovery of short buried signals in noise
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FIR system identification based on a nonparametric Bayesian model using the Indian buffet process
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Threshold selector for fault detection on closed-loop predictor-based recursive system identification
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Hybrid supervision scheme for satellite attitude control with sensor faults
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Extracting Maritime Traffic Networks from AIS Data Using Evolutionary Algorithm
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Change Point Inference in Growth Curve Models
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An Innovative Approach for Optimal Time Delay Estimation in System Identification
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FPGA-based approach for change detection in GTAW welding process
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Data stream mining: methods and challenges for handling concept drift
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A comparative analysis of fault detection and process diagnosis methods based on a signal processing paradigm
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Introduction to Array Processing
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A multiple model multiple hypothesis filter for Markovian switching systems
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Segmentation of ARX-models using sum-of-norms regularization
inferred← citeshttps://doi.org/10.1016/j.automatica.2011.08.063openalex-snapshot
Smoothed state estimates under abrupt changes using sum-of-norms regularization
inferred← citeshttps://doi.org/10.1016/j.automatica.2014.03.008openalex-snapshot
Scalable anomaly detection in large homogeneous populations
inferred← citeshttps://doi.org/10.1016/j.automatica.2014.09.004openalex-snapshot
Statistical detection and isolation of additive faults in linear time-varying systems
inferred← citeshttps://doi.org/10.1016/j.automatica.2019.06.034openalex-snapshot
An internal model approach to estimation of systems with arbitrary unknown inputs
inferred← citeshttps://doi.org/10.1016/j.automatica.2019.108757openalex-snapshot
Security metrics and synthesis of secure control systems
inferred← citeshttps://doi.org/10.1016/j.automatica.2020.109009openalex-snapshot
Event-triggered learning
inferred← citeshttps://doi.org/10.1016/j.automatica.2020.109122openalex-snapshot
Filtering for systems subject to unknown inputs without a priori initial information
inferred← citeshttps://doi.org/10.1016/j.bdr.2017.09.001openalex-snapshot
Generating High-Dimensional Datastreams for Change Detection
inferred← citeshttps://doi.org/10.1016/j.bspc.2019.04.019openalex-snapshot
Digital contraceptives based on basal body temperature measurements
inferred← citeshttps://doi.org/10.1016/j.cag.2008.11.004openalex-snapshot
Advanced tracking through efficient image processing and visual–inertial sensor fusion
inferred← citeshttps://doi.org/10.1016/j.cam.2016.06.006openalex-snapshot
Detecting change-points for shifts in mean and variance using fuzzy classification maximum likelihood change-point algorithms
inferred← citeshttps://doi.org/10.1016/j.comnet.2009.05.011openalex-snapshot
Real-time available-bandwidth estimation using filtering and change detection
inferred← citeshttps://doi.org/10.1016/j.compag.2010.12.014openalex-snapshot
Oestrus detection in dairy cows from activity and lying data using on-line individual models
inferred← citeshttps://doi.org/10.1016/j.compind.2015.03.001openalex-snapshot
An overview on fault diagnosis and nature-inspired optimal control of industrial process applications
inferred← citeshttps://doi.org/10.1016/j.conengprac.2005.11.005openalex-snapshot
An overview of control performance assessment technology and industrial applications
inferred← citeshttps://doi.org/10.1016/j.conengprac.2007.02.010openalex-snapshot
Joint road geometry estimation and vehicle tracking
inferred← citeshttps://doi.org/10.1016/j.conengprac.2009.09.007openalex-snapshot
Road grade estimation for look-ahead vehicle control using multiple measurement runs
inferred← citeshttps://doi.org/10.1016/j.conengprac.2010.06.008openalex-snapshot
Algorithms for leak detection, estimation, isolation and localization in open water channels
inferred← citeshttps://doi.org/10.1016/j.conengprac.2011.04.012openalex-snapshot
A torque estimator-based control strategy for oil-well drill-string torsional vibrations active damping including an auto-tuning algorithm
inferred← citeshttps://doi.org/10.1016/j.conengprac.2012.06.004openalex-snapshot
Bayesian state estimation of a flexible industrial robot
inferred← citeshttps://doi.org/10.1016/j.conengprac.2015.12.008openalex-snapshot
A fault detection scheme based on minimum identified uncertainty bounds violation for broken rotor bars in induction motors
inferred← citeshttps://doi.org/10.1016/j.conengprac.2018.08.011openalex-snapshot
Data-driven repetitive control: Wind tunnel experiments under turbulent conditions
inferred← citeshttps://doi.org/10.1016/j.conengprac.2025.106283openalex-snapshot
Consistency-based diagnosis using data-driven residuals and limited training data
inferred← citeshttps://doi.org/10.1016/j.cviu.2014.06.016openalex-snapshot
Temporal validation of Particle Filters for video tracking
inferred← citeshttps://doi.org/10.1016/j.dsp.2013.09.003openalex-snapshot
Signal segmentation using changing regression models with application in seismic engineering
inferred← citeshttps://doi.org/10.1016/j.dsp.2014.06.005openalex-snapshot
New insights on AR order selection with information theoretic criteria based on localized estimators
inferred← citeshttps://doi.org/10.1016/j.dsp.2021.103172openalex-snapshot
A linear-circular regression estimate for data fusion: Application to GNSS carrier-phase signal processing
inferred← citeshttps://doi.org/10.1016/j.enbuild.2013.05.002openalex-snapshot
On the characterization and monitoring of building energy demand using statistical process control methodologies
inferred← citeshttps://doi.org/10.1016/j.enbuild.2022.112548openalex-snapshot
Model predictive control for dynamic indoor conditioning in practice
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