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IEEE control systems letters, ISSN 2475-1456, 07/2021, Volume 5, Issue 3, pp. 821 - 826
Feature selection is an important task in data-driven control applications to identify relevant features and remove non-informative ones, for example residual... 
Fault diagnosis | Sensitivity | Computational modeling | optimization algorithms | Pattern recognition and classification | Feature extraction | Convex functions | Data models | Optimization
Journal Article
Information sciences, ISSN 0020-0255, 02/2021, Volume 546, pp. 146 - 165
Graph-based semi-supervised learning has recently proved to be a powerful paradigm for processing and mining large datasets. The main advantage relies on the... 
Discriminant embedding | Image categorization | Graph-based embedding | Pattern recognition | Semi-supervised learning | Soft labels
Journal Article
Information sciences, ISSN 0020-0255, 02/2021, Volume 547, pp. 384 - 403
...) approaches have yielded encouraging recognition results in the presence of image-level noise... 
Latent pattern | IR-ADMM | Face recognition | Robust regression | Nonconvex regularizer
Journal Article
Mechanical systems and signal processing, ISSN 0888-3270, 02/2021, Volume 148, p. 107141
•A new population-based methodology alleviates problems with sparsity of data in SHM.•The population Form is proposed and modelled, to monitor nominally... 
Population-based structural health monitoring | Wind turbine monitoring | Pattern recognition
Journal Article
Future generation computer systems, ISSN 0167-739X, 02/2021, Volume 115, pp. 236 - 250
Journal Article
IEEE transactions on information forensics and security, ISSN 1556-6013, 2021, Volume 16, pp. 147 - 160
...) biometric recognition. While the advantage of using multi-feature information for establishing identities has been widely recognized, computational sparse representation models for multi-feature biometric recognition... 
pairwise constraints | joint and specific pattern | Off-the-person ECG biometric recognition | unified sparse representation | EXTRACTION | FACE RECOGNITION | COMPUTER SCIENCE, THEORY & METHODS | LOW-RANK | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Pattern recognition, ISSN 0031-3203, 01/2021, Volume 109, p. 107591
....•Document segmentation using probabilistic homogeneity outperforms state-of-the-art. In this paper we propose a novel probabilistic framework for document segmentation exploiting human perceptual recognition of text regions from complicated layouts... 
Document image segmentation | Bayesian cue integration | Random walk-and-check simulation | Text homogeneity pattern | Probabilistic local text homogeneity
Journal Article
Chemical engineering science, ISSN 0009-2509, 01/2021, Volume 229, p. 116043
Journal Article
Catena (Giessen), ISSN 0341-8162, 01/2021, Volume 196, p. 104853
[Display omitted] •Assessment of hydrochemistry and its spatio-seasonal variations in the Jhelum River Basin.•Hydrochemistry is controlled by anthropogenic,... 
Jhelum Basin | Stream assessment | Domestic wastes | Pattern recognition techniques | Spatio-temporal variability | Water quality
Journal Article
Pattern recognition, ISSN 0031-3203, 01/2021, Volume 109, p. 107589
•We present a novel algorithm (pseudo code given) to find clusters of arbitrary number, shapes and densities in two-dimensions. Higher dimensions are first... 
Dimensionality reduction | Arbitrary shapes | Density peak | Nearest neighbors | Pattern recognition | Clustering | Mutual neighbors
Journal Article
Pattern recognition, ISSN 0031-3203, 01/2021, Volume 109, p. 107570
•New CKEW can extract hierarchical topological features for brain networks.•Our feature analysis method can find key features of brain networks as... 
Element-wise weighting mechanism | Abnormal connectivity patterns | Brain network classification | Topological features | Convolutional kernels
Journal Article
Journal of the European Ceramic Society, ISSN 0955-2219, 12/2020, Volume 40, Issue 15, pp. 5094 - 5102
.... The loading process was monitored by acoustic emission (AE). Principal component analysis and a fuzzy clustering algorithm were used to perform pattern recognition of the AE data... 
Stress oxidation | Acoustic emission | Ceramic matrix composites | Pattern recognition | Damage mechanism
Journal Article
Journal of performance of constructed facilities, ISSN 0887-3828, 12/2020, Volume 34, Issue 6, p. 4020113
AbstractThis paper aims to summarize central findings from a literature review and technical survey on unmanned aerial vehicle (UAV) techniques for bridge... 
Technical Papers | Literature reviews | Image quality | Algorithms | Damage detection | Machine learning | Unmanned aerial vehicles | Bridge inspection | Pattern recognition | Inspections
Journal Article
Journal of transportation engineering. Part B, Pavements, ISSN 2573-5438, 12/2020, Volume 146, Issue 4, p. 4020061
Journal Article
IEEE transactions on industrial electronics (1982), ISSN 0278-0046, 12/2020, Volume 67, Issue 12, pp. 10887 - 10896
An unplanned breakdown in power generation or chemical plant due to the component failure of turbomachines often results in a huge loss of property and... 
Uncertainty | turbomachinery | wavelet transforms | Time series analysis | data processing | Signal processing | Probabilistic logic | Entropy | Bayes methods | Principal component analysis | pattern recognition | PROGNOSTICS | ENGINEERING, ELECTRICAL & ELECTRONIC | METHODOLOGY | INSTRUMENTS & INSTRUMENTATION | DIAGNOSTICS | AUTOMATION & CONTROL SYSTEMS
Journal Article
Measurement : journal of the International Measurement Confederation, ISSN 0263-2241, 12/2020, Volume 166, p. 108151
[Display omitted] •An automated classification method for ESC is proposed.•New ESC dataset is publicly published.•A novel feature extractor, namely-TSK-LHP is... 
NPCA feature selection | Discrete wavelet transform | Environmental sound classification | Linear hexadecimal pattern
Journal Article
Measurement : journal of the International Measurement Confederation, ISSN 0263-2241, 12/2020, Volume 166, p. 108224
•A test system adapted to multiple measurements and real simulation conditions.•A whole method combining simulation, test and identification of fault... 
Fault diagnosis | Centrifugal fan blade | Dynamic strain measurement | Pattern recognition | SVM | Fatigue analysis | EMD | PSO | Refined Generalized Multi-Scale Entropy
Journal Article
Biosensors and bioelectronics. X, ISSN 2590-1370, 12/2020, Volume 6
Stand-off chemical sensing is an important capability with applications in several domains including homeland security. Engineered devices for this task,... 
Pattern recognition | Insect-based machine olfaction | Explosives detection | Neural engineering | Chemical sensing | Neural signals
Journal Article