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Neurocomputing (Amsterdam), ISSN 0925-2312, 02/2015, Volume 150, pp. 490 - 500
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 2009, Volume 72, Issue 7-9, pp. 1859 - 1869
.... This paper proposes a new one-class classifier, the minimum spanning tree class descriptor ( MST_ CD... 
Class oriented description | One-class classification | Novelty detection | Recognition | Minimum spanning tree | OUTLIERS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Pattern recognition, ISSN 0031-3203, 12/2015, Volume 48, Issue 12, pp. 3969 - 3982
... decision space from local responses. In this paper, we propose to investigate the usefulness of applying one-class classifiers to this task, by assigning a dedicated one-class descriptor to each class, with three main approaches... 
Multi-class classification | Classifier ensemble | One-class classification | Classifier fusion | Binary classification | Decomposition strategies | SUPPORT VECTOR MACHINES | FUSION | DECISION TEMPLATES | NOVELTY DETECTION | RECOGNITION | ALGORITHM | BINARY | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | CORRECTING OUTPUT CODES | FINGERPRINT CLASSIFICATION | SELECTION | Computer science | Analysis | Algorithms
Journal Article
Sensors (Basel, Switzerland), ISSN 1424-8220, 02/2019, Volume 19, Issue 4, p. 771
.... The one-class support vector machine approach is a favorable classifier without negative samples, however, it is sensitive to outliers that deviate from the center and lacks a mechanism for coping... 
Flight control system | Local density | Unmanned aerial vehicles | Sensors | Fault detection | One-class support vector machine | flight control system | ELECTROCHEMISTRY | DIAGNOSIS | CHEMISTRY, ANALYTICAL | unmanned aerial vehicles | fault detection | STATE | ONE-CLASS SVM | LITHIUM-ION BATTERY | local density | INSTRUMENTS & INSTRUMENTATION | sensors | one-class support vector machine | ANOMALY DETECTION
Journal Article
Pattern recognition, ISSN 0031-3203, 12/2016, Volume 60, pp. 585 - 595
This paper introduces the Graph Embedded One-Class Support Vector Machine and Graph Embedded Support Vector Data Description methods. These methods constitute... 
Support Vector Data Description | One-Class Support Vector Machine | Graph-based regularization | Media data classification | SUPPORT | FRAMEWORK | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | FEATURES | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Machine vision and applications, ISSN 0932-8092, 2018, Volume 30, Issue 5, pp. 959 - 974
Journal Article
Pattern recognition letters, ISSN 0167-8655, 2019, Volume 117, pp. 37 - 44
... other classes is not. As this corresponds to many real-world data scenarios, considerable research efforts have been focused on developing one-class classification algorithms to build well-performing one-class classifiers... 
Hyperparameter optimization | Proxy measure | Pseudo non-target class | One-class classifier | Model validation | One-class classification | SUPPORT | NOVELTY DETECTION | ALGORITHMS | CONTROL CHARTS | STATISTICAL COMPARISONS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Classifiers | Algorithms | Clustering | Classification
Journal Article
Lecture notes in computer science, ISSN 0302-9743, 2014, Volume 8866, pp. 542 - 549
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 10/2015, Volume 166, pp. 367 - 381
In recent years, classifier ensembles have received increasing attention in the machine learning and pattern recognition communities... 
Classifier ensemble | Classifier pruning | Binary artificial bee colony | One-class classification | Classifier fusion | Induced OWA operator | NEURAL NETWORKS | COMPETENCE | MODEL | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ANOMALY DETECTION | OPTIMIZATION | DIVERSITY | SELECTION | Algorithms | Machine learning
Journal Article
Pattern Analysis and Applications, ISSN 1433-7541, 2/2019, Volume 22, Issue 1, pp. 99 - 113
One-class classifier (OCC) is involved for solving different kinds of problems due to its ability to represent a class distribution regardless the remaining classes... 
Pattern Recognition | One-class classifiers | Computer Science | Hybrid OCC ensemble | Density measures | Fuzzy integral | Open-lexicon Arabic word recognition | SUPPORT VECTOR MACHINES | NEURAL-NETWORKS | SVMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | VERIFICATION | Computer science | Markov processes | Neural networks | Specific gravity | Analysis
Journal Article
Pattern recognition, ISSN 0031-3203, 10/2018, Volume 82, pp. 147 - 162
Journal Article