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one-class classification (72) 72
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Neurocomputing, ISSN 0925-2312, 10/2017, Volume 261, pp. 126 - 143
One-class classification (OCC) has been prime concern for researchers and effectively employed in various disciplines... 
Extreme learning machine (ELM) | Online sequential ELM (OSELM) | One-class classification (OCC) | One-class ELM (OCELM) | Autoassociative ELM (AAELM) | REGRESSION | NOVELTY DETECTION | IMPLEMENTATION | NEURONS | TRENDS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS), 10/2019, pp. 1 - 6
.... Campbell-Bennett model is a OneClass Classification (OCC) model, whose dual problems can be expressed as a set of simple linear programming problems... 
One-Class Classification | Campbell-Bennett Model | SVM | PSO | Interval-valued Data
Conference Proceeding
IEEE geoscience and remote sensing letters, ISSN 1545-598X, 7/2020, pp. 1 - 5
In this letter, we proposed two novel feature selection methods using sparse representation for one-class classification of remote sensing images... 
Training | Feature selection | Feature extraction | Sparse matrices | one-class classification (OCC) | Image reconstruction | Hyperspectral imaging | sparse representation
Journal Article
IEEE transaction on neural networks and learning systems, ISSN 2162-237X, 4/2020, pp. 1 - 15
The kernel null-space technique is known to be an effective one-class classification (OCC) technique... 
Training | regression | regularization | Data models | Robustness | Noise measurement | one-class classification (OCC) | Kernel | Contamination | kernel null-space technique | Principal component analysis
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 4/2020, pp. 1 - 10
One-class classification (OCC) poses as an essential component in many machine learning and computer vision applications, including novelty, anomaly, and outlier detection systems... 
Training | Generative adversarial network (GAN) | Detectors | one-class classification (OCC) | Task analysis | Gallium nitride | video anomaly detection | Image reconstruction | Anomaly detection | Testing
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 09/2015, Volume 26, Issue 9, pp. 2182 - 2187
Journal Article
IEEE journal of selected topics in applied earth observations and remote sensing, ISSN 2151-1535, 2016, Volume 9, Issue 4, pp. 1613 - 1623
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 05/2020, Volume 196, p. 105754
Journal Article
Journal Article
IEEE journal of selected topics in applied earth observations and remote sensing, ISSN 2151-1535, 2019, Volume 12, Issue 4, pp. 1120 - 1133
Journal Article
IEEE transactions on computational social systems, ISSN 2329-924X, 2019, Volume 6, Issue 5, pp. 830 - 846
.... This problem has been addressed via computational approach in recent years. The dominant computational technique for the identification of rumors is the binary classification that uses rumor and non-rumor for the training... 
Training | rumor | rumor detection | Computational modeling | Psychology | Feature extraction | Twitter | Data models | tweet | Non-rumor | one-class classification (OCC) | Classifiers | Social networks | Data points | Classification
Journal Article
IEEE Transactions on Cybernetics, ISSN 2168-2267, 08/2019, Volume 49, Issue 8, pp. 3074 - 3087
Journal Article
Knowledge engineering review, ISSN 0269-8889, 06/2014, Volume 29, Issue 3, pp. 345 - 374
Journal Article
한국품질경영학회 추계학술발표논문집, 2017, Volume 2017, p. 331
Journal Article
Pattern Analysis and Applications, ISSN 1433-7541, 2/2019, Volume 22, Issue 1, pp. 99 - 113
.... Its main advantage for multi-class classification is offering an open system and therefore allows easily extending new classes without retraining OCCs... 
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
한국품질경영학회 추계학술발표논문집, 2018, Volume 2018, p. 159
산업 현장에서는 다양한 설비와 공정이 응용되고 있으며, 이들로부터 발생하는 데이터를 분석하는 것은 성공적인 품질 관리를 위해 필수적이다. 그 중에서도, 현재 품질 관리 상황을 나타내고, 문제가 되는 요소를 파악하기 위한 이상치 탐지(outlier detection)는 데이터 기반의... 
Genetic Algorithm(GA) | Interpretability | One-Class Classification(OCC) | Hyper-Rectangle Descriptor(HRD)
Journal Article
PeerJ (San Francisco, CA), ISSN 2167-8359, 2016, Volume 4, Issue 6, p. e2135
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 09/2016, Volume 80, pp. 179 - 187
.... One of the most important issues of One-Class Classification (OCC) algorithm is how to capture the characteristics of the positive class... 
Divide-and-conquer | Clustering | One-class classifier | Structural ensemble | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Algorithms | Computer science | Analysis
Journal Article
Neural Computing and Applications, ISSN 0941-0643, 2015, Volume 26, Issue 3, pp. 581 - 588
Journal Article
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