14.2.2.2 One Class Clustering, One Class Classification

Chapter Contents (Back)
Clustering. One Class.

He, C.[Chao], Girolami, M.A.[Mark A.], Ross, G.[Gary],
Employing optimized combinations of one-class classifiers for automated currency validation,
PR(37), No. 6, June 2004, pp. 1085-1096.
Elsevier DOI 0405
BibRef

Wang, D., Yeung, D.S.[Daniel S.], Tsang, E.C.C.[Eric C.C.],
Structured One-Class Classification,
SMC-B(36), No. 6, December 2006, pp. 1283-1295.
IEEE DOI 0701
BibRef

Angiulli, F.[Fabrizio],
Prototype-Based Domain Description for One-Class Classification,
PAMI(34), No. 6, June 2012, pp. 1131-1144.
IEEE DOI 1205
PDD is a nearest-neighbor classifier. BibRef

Kwak, N.J.[No-Jun], Oh, J.Y.[Ji-Yong],
Feature extraction for one-class classification problems: Enhancements to biased discriminant analysis,
PR(42), No. 1, January 2009, pp. 17-26.
Elsevier DOI 0809
Classification; One-class; One-against-rest; BDA BibRef

Oh, J.Y.[Ji-Yong], Kwak, N.J.[No-Jun],
Generalized mean for robust principal component analysis,
PR(54), No. 1, 2016, pp. 116-127.
Elsevier DOI 1603
Generalized mean BibRef

Oh, J.H.[Jae Hyun], Kwak, N.J.[No-Jun],
Generalization of linear discriminant analysis using -norm,
PRL(34), No. 6, 15 April 2013, pp. 679-685.
Elsevier DOI 1303
LDA; Norm; Outlier; LDA- L p BibRef

Oh, J.Y.[Ji-Yong], Kwak, N.J.[No-Jun], Lee, M.[Minsik], Choi, C.H.[Chong-Ho],
Generalized Mean For Feature Extraction in One-Class Classification Problems,
PR(46), No. 12, 2013, pp. 3328-3340.
Elsevier DOI 1307
Generalized mean See also Feature Extraction for Classification Problems and Its Application to Face Recognition. BibRef

Mack, B.[Benjamin], Roscher, R.[Ribana], Waske, B.[Björn],
Can I Trust My One-Class Classification?,
RS(6), No. 9, 2014, pp. 8779-8802.
DOI Link 1410
BibRef

Krawczyk, B.[Bartosz], Wozniak, M.[Michal], Herrera, F.[Francisco],
On the usefulness of one-class classifier ensembles for decomposition of multi-class problems,
PR(48), No. 12, 2015, pp. 3969-3982.
Elsevier DOI 1509
One-class classification BibRef

Krell, M.M.[Mario Michael], Wöhrle, H.[Hendrik],
New one-class classifiers based on the origin separation approach,
PRL(53), No. 1, 2015, pp. 93-99.
Elsevier DOI 1502
Origin separation approach BibRef

Liu, J.C.[Jia-Chen], Miao, Q.G.[Qi-Guang], Sun, Y.[Yanan], Song, J.F.[Jian-Feng], Quan, Y.[Yining],
Fast structural ensemble for One-Class Classification,
PRL(80), No. 1, 2016, pp. 179-187.
Elsevier DOI 1609
One-class classifier BibRef

Ao, Z.[Zurui], Su, Y.[Yanjun], Li, W.[Wenkai], Guo, Q.H.[Qing-Hua], Zhang, J.[Jing],
One-Class Classification of Airborne LiDAR Data in Urban Areas Using a Presence and Background Learning Algorithm,
RS(9), No. 10, 2017, pp. xx-yy.
DOI Link 1711
BibRef

Son, Y.[Youngdoo], Lee, S.[Sujee], Park, S.[Saerom], Lee, J.W.[Jae-Wook],
Learning representative exemplars using one-class Gaussian process regression,
PR(74), No. 1, 2018, pp. 185-197.
Elsevier DOI 1711
Representative, exemplars BibRef

Bicego, M.[Manuele], Figueiredo, M.A.T.[Mário A.T.],
Clustering via binary embedding,
PR(83), 2018, pp. 52-63.
Elsevier DOI 1808
Clustering, Binary embedding, Finite mixture models, Biclustering, One-class classification BibRef


Shahin Shamsabadi, A., Haddadi, H., Cavallaro, A.,
Distributed One-Class Learning,
ICIP18(4123-4127)
IEEE DOI 1809
Training, Image reconstruction, Privacy, Training data, Feature extraction, Image edge detection, Data privacy, Privacy BibRef

Mygdalis, V., Iosifidis, A., Tefas, A., Pitas, I.,
One class classification applied in facial image analysis,
ICIP16(1644-1648)
IEEE DOI 1610
Computational modeling BibRef

Aghdam, H.H.[Hamed Habibi], Heravi, E.J.[Elnaz Jahani], Puig, D.[Domenec],
A New One Class Classifier Based on Ensemble of Binary Classifiers,
CAIP15(II:242-253).
Springer DOI 1511
BibRef

Hadjadji, B.[Bilal], Chibani, Y.[Youcef], Guerbai, Y.[Yasmine],
Multiple One-Class Classifier Combination for Multi-class Classification,
ICPR14(2832-2837)
IEEE DOI 1412
Accuracy BibRef

Hadjadji, B.[Bilal], Chibani, Y.[Youcef], Nemmour, H.[Hassiba],
Fuzzy Integral Combination of One-Class Classifiers Designed for Multi-class Classification,
ICIAR14(I: 320-328).
Springer DOI 1410
BibRef

Wang, Q.H.[Qing-Hua], Lopes, L.S.[Luís Seabra], Tax, D.M.J.[David M.J.],
Visual Object Recognition Through One-Class Learning,
ICIAR04(I: 463-470).
Springer DOI 0409
BibRef

Tax, D.M.J., Muller, K.R.,
A Consistency-Based Model Selection for One-Class Classification,
ICPR04(III: 363-366).
IEEE DOI 0409
See also Component-Based Discriminative Classification for Hidden Markov Models. BibRef

Hocquet, S.[Sylvain], Ramel, J.Y.[Jean-Yves], Carbot, H.[Hubert],
Estimation of User Specific Parameters in One-class Problems,
ICPR06(IV: 449-452).
IEEE DOI 0609
BibRef

Ilonen, J., Paalanen, P., Kamarainen, J.K., Kalviainen, H.,
Gaussian mixture pdf in one-class classification: computing and utilizing confidence values,
ICPR06(II: 577-580).
IEEE DOI 0609
BibRef

Ercil, A., Buke, B.,
One class classification using implicit polynomial surface fitting,
ICPR02(II: 152-155).
IEEE DOI 0211
BibRef

Chapter on Pattern Recognition, Clustering, Statistics, Grammars, Learning, Neural Nets, Genetic Algorithms continues in
High Dimensional Data, Hyperspectral Data, Hyper-Spectral Data Classification .


Last update:Oct 15, 2018 at 09:19:25