Kikuchi, T.[Tomonori],
Abe, S.[Shigeo],
Comparison between error correcting output codes and fuzzy support
vector machines,
PRL(26), No. 12, September 2005, pp. 1937-1945.
Elsevier DOI
0508
BibRef
El-Helw, A.M.,
Moniri, M.,
Chibelushi, C.C.,
Error-resilient pattern classification using a combination of spreading
and coding gains,
IET-IPR(1), No. 3, September 2007, pp. 278-286.
DOI Link
0905
Combines the spread spectrum technique, with error-correcting output
codes (ECOC). DC-CDMA related.
BibRef
Gao, J.[Jun],
Xie, Z.[Zhao],
Wu, X.D.[Xin-Dong],
Generic object recognition with regional statistical models and layer
joint boosting,
PRL(28), No. 16, December 2007, pp. 2227-2237.
Elsevier DOI
0711
Generic object recognition, Regional statistical models,
Layer joint boosting, Sharing-code maps, ECOC matrix
BibRef
Pujol, O.[Oriol],
Radeva, P.I.[Petia I.],
Vitriŕ, J.[Jordi],
Discriminant ECOC: A Heuristic Method for Application Dependent Design
of Error Correcting Output Codes,
PAMI(28), No. 6, June 2006, pp. 1007-1012.
IEEE DOI
0605
Applied to traffic signs.
BibRef
Pujol, O.[Oriol],
Radeva, P.I.[Petia I.],
Solving Particularization with Supervised Clustering Competition Scheme,
IbPRIA05(II:11).
Springer DOI
0509
BibRef
Pujol, O.[Oriol],
Escalera, S.[Sergio],
Radeva, P.I.[Petia I.],
An incremental node embedding technique for error correcting output
codes,
PR(41), No. 2, February 2008, pp. 713-725.
Elsevier DOI
0711
BibRef
And: A2, A1, A3:
Error-Correcting output coding for chagasic patients characterization,
ICPR08(1-4).
IEEE DOI
0812
Multiclass classification, Error correcting output codes;
Ensemble of dichotomizers, Codeword design, One-versus-one, One-versus-all
BibRef
Escalera, S.[Sergio],
Tax, D.M.J.[David M.J.],
Pujol, O.[Oriol],
Radeva, P.I.[Petia I.],
Duin, R.P.W.[Robert P.W.],
Subclass Problem-Dependent Design for Error-Correcting Output Codes,
PAMI(30), No. 6, June 2008, pp. 1041-1054.
IEEE DOI
0804
BibRef
Escalera, S.[Sergio],
Pujol, O.[Oriol],
Radeva, P.I.[Petia I.],
Separability of ternary codes for sparse designs of error-correcting
output codes,
PRL(30), No. 3, 1 February 2009, pp. 285-297.
Elsevier DOI
0804
Error-correcting output codes, Embedding of dichotomizers,
Sparse random designs
BibRef
Bautista, M.Á.[Miguel Ángel],
Escalera, S.[Sergio],
Baró, X.[Xavier],
Radeva, P.I.[Petia I.],
Vitriá, J.[Jordi],
Pujol, O.[Oriol],
Minimal design of error-correcting output codes,
PRL(33), No. 6, 15 April 2012, pp. 693-702.
Elsevier DOI
1203
Multi-class classification, Error-correcting output codes, Ensemble of
classifiers
BibRef
Escalera, S.[Sergio],
Pujol, O.[Oriol],
ECOC-ONE: A Novel Coding and Decoding Strategy,
ICPR06(III: 578-581).
IEEE DOI
0609
BibRef
Escalera, S.[Sergio],
Masip, D.[David],
Puertas, E.[Eloi],
Radeva, P.I.[Petia I.],
Pujol, O.[Oriol],
Online error correcting output codes,
PRL(32), No. 3, 1 February 2011, pp. 458-467.
Elsevier DOI
1101
BibRef
Earlier:
Adding Classes Online in Error Correcting Output Codes Framework,
ICPR10(2945-2948).
IEEE DOI
1008
Online learning, Error correcting output codes, Machine vision
BibRef
Escalera, S.[Sergio],
Pujola, O.[Oriol],
Mauri, J.[Josepa],
Radeva, P.I.[Petia I.],
IVUS tissue characterization with sub-class error-correcting output
codes,
MMBIA08(1-8).
IEEE DOI
0806
BibRef
Escalera, S.[Sergio],
Pujol, O.[Oriol],
Radeva, P.I.[Petia I.],
On the Decoding Process in Ternary Error-Correcting Output Codes,
PAMI(32), No. 1, January 2010, pp. 120-134.
IEEE DOI
0912
BibRef
Earlier:
Separability of ternary Error-Correcting Output Codes,
ICPR08(1-4).
IEEE DOI
0812
BibRef
And:
Sub-class Error-Correcting Output Codes,
CVS08(xx-yy).
Springer DOI
0805
BibRef
Earlier:
Decoding of Ternary Error Correcting Output Codes,
CIARP06(753-763).
Springer DOI
0611
BibRef
Earlier:
Forest Extension of Error Correcting Output Codes and Boosted Landmarks,
ICPR06(IV: 104-107).
IEEE DOI
0609
Combining classifiers using error correcting output codes (ECOC).
Ternary: Yes, No, do not care.
BibRef
Ciompi, F.[Francesco],
Pujol, O.[Oriol],
Radeva, P.I.[Petia I.],
A Meta-Learning Approach to Conditional Random Fields Using
Error-Correcting Output Codes,
ICPR10(710-713).
IEEE DOI
1008
BibRef
Escalera, S.[Sergio],
Pujol, O.[Oriol],
Radeva, P.I.[Petia I.],
Re-coding ECOCs without re-training,
PRL(31), No. 7, 1 May 2010, pp. 555-562.
Elsevier DOI
1004
Multi-class classification, Error-Correcting Output Codes, Coding, Decoding
ECOC: Error-Correcting Output Codes.
BibRef
Bautista Martin, M.Á.[Miguel Ángel],
Pujol, O.[Oriol],
de la Torre, F.[Fernando],
Escalera, S.[Sergio],
Error-Correcting Factorization,
PAMI(40), No. 10, October 2018, pp. 2388-2401.
IEEE DOI
1809
Encoding, Support vector machines, Optimization,
Boosting, Market research, Error-correcting output codes,
matrix factorization
BibRef
Simeone, P.[Paolo],
Marrocco, C.[Claudio],
Tortorella, F.[Francesco],
Design of reject rules for ECOC classification systems,
PR(45), No. 2, February 2012, pp. 863-875.
Elsevier DOI
1110
BibRef
Earlier:
Shaping the Error-Reject Curve of Error Correcting Output Coding
Systems,
CIAP11(I: 118-127).
Springer DOI
1109
BibRef
Earlier:
Exploiting System Knowledge to Improve ECOC Reject Rules,
ICPR10(4340-4343).
IEEE DOI
1008
BibRef
Earlier: A2, A1, A3:
A Framework for Multiclass Reject in ECOC Classification Systems,
SCIA07(313-323).
Springer DOI
0706
ECOC, Reject option, Multiple classifiers systems
See also Exploiting AUC for optimal linear combinations of dichotomizers.
BibRef
Marrocco, C.[Claudio],
Tortorella, F.[Francesco],
Bit Error Recovery in ECOC Systems through LDPC Codes,
ICPR14(1454-1459)
IEEE DOI
1412
BibRef
Earlier:
Designing LDPC Codes for ECOC Classification Systems,
SSSPR14(454-463).
Springer DOI
1408
Decoding
BibRef
Simeone, P.[Paolo],
Tax, D.M.J.[David M. J.],
Duin, R.P.W.[Robert P. W.],
Tortorella, F.[Francesco],
A Fast Approach to Improve Classification Performance of ECOC
Classification Systems,
SSPR08(459-468).
Springer DOI
0812
BibRef
Tapia, E.,
Bulacio, P.,
Angelone, L.,
Recursive ECOC classification,
PRL(31), No. 3, 1 February 2010, pp. 210-215.
Elsevier DOI
1001
Multiclass classification, Output coding, ECOC
BibRef
Zhou, J.D.[Jin Deng],
Wang, X.D.[Xiao Dan],
Song, H.[Heng],
Research on the unbiased probability estimation of error-correcting
output coding,
PR(44), No. 7, July 2011, pp. 1552-1565.
Elsevier DOI
1103
Multi-class classification, Error-correcting output codes, Probability
estimation
BibRef
Zhong, G.Q.[Guo-Qiang],
Liu, C.L.[Cheng-Lin],
Error-correcting output codes based ensemble feature extraction,
PR(46), No. 4, April 2013, pp. 1091-1100.
Elsevier DOI
1301
Feature extraction, Ensemble learning, Error-correcting output codes
(ECOC), Meta learner
BibRef
Bagheri, M.A.[Mohammad Ali],
Montazer, G.A.[Gholam Ali],
Kabir, E.[Ehsanollah],
A subspace approach to error correcting output codes,
PRL(34), No. 2, 15 January 2013, pp. 176-184.
Elsevier DOI
1212
Error correcting output codes, Multiclass classification, Feature
subspace, Ensemble classification
BibRef
Bagheri, M.A.[Mohammad Ali],
Gao, Q.G.[Qi-Gang],
Escalera, S.[Sergio],
A genetic-based subspace analysis method for improving Error-Correcting
Output Coding,
PR(46), No. 10, October 2013, pp. 2830-2839.
Elsevier DOI
1306
Error Correcting Output Codes, Evolutionary computation;
Multiclass classification, Feature subspace, Ensemble classification
BibRef
Bautista, M.Á.[Miguel Ángel],
Escalera, S.[Sergio],
Baró, X.[Xavier],
Pujol, O.[Oriol],
On the design of an ECOC-Compliant Genetic Algorithm,
PR(47), No. 2, 2014, pp. 865-884.
Elsevier DOI
1311
ECOC
BibRef
Ciompi, F.[Francesco],
Pujol, O.[Oriol],
Radeva, P.[Petia],
ECOC-DRF: Discriminative random fields based on error correcting
output codes,
PR(47), No. 6, 2014, pp. 2193-2204.
Elsevier DOI
1403
Discriminative random fields
BibRef
Zhou, J.D.[Jin Deng],
Wang, X.D.[Xiao Dan],
Zhou, H.J.[Hong Jian],
Zhang, J.M.[Jie Ming],
Jia, N.[Ning],
Decoding design based on posterior probabilities in Ternary
Error-Correcting Output Codes,
PR(45), No. 4, 2012, pp. 1802-1818.
Elsevier DOI
1410
Multi-class classification
BibRef
Eghbali, N.[Niloufar],
Montazer, G.A.[Gholam Ali],
Improving multiclass classification using neighborhood search in
error correcting output codes,
PRL(100), No. 1, 2017, pp. 74-82.
Elsevier DOI
1712
Multiclass classification binarization
BibRef
Rodríguez, P.[Pau],
Bautista, M.A.[Miguel A.],
Gonzŕlez, J.[Jordi],
Escalera, S.[Sergio],
Beyond one-hot encoding: Lower dimensional target embedding,
IVC(75), 2018, pp. 21-31.
Elsevier DOI
1807
Error correcting output codes, Output embeddings, Deep learning
BibRef
Yi-Fan, L.[Liang],
Chang, L.[Liu],
Han-Rui, W.[Wang],
Kun-Hong, L.[Liu],
Jun-Feng, Y.[Yao],
Ying-Ying, S.[She],
Gui-Ming, D.[Dai],
Okina, Y.[Yuna],
A novel error-correcting output codes based on genetic programming
and ternary digit operators,
PR(110), 2021, pp. 107642.
Elsevier DOI
2011
Error-correcting output code, Ternary digit operator,
Genetic programming, Feature selection
BibRef
Liu, K.H.[Kun-Hong],
Gao, J.[Jie],
Xu, Y.[Yong],
Feng, K.J.[Kai-Jie],
Ye, X.N.[Xiao-Na],
Liong, S.T.[Sze-Teng],
Chen, L.Y.[Li-Yan],
A novel soft-coded error-correcting output codes algorithm,
PR(134), 2023, pp. 109122.
Elsevier DOI
2212
Error-correcting output codes, Self-adaptive Strategy,
Soft codes, Coverage measure, Subordination degree
BibRef
Lin, G.Y.[Guang-Yi],
Gao, J.[Jie],
Zeng, N.[Nan],
Xu, Y.[Yong],
Liu, K.[Kunhong],
Wang, B.[Beizhan],
Yao, J.F.[Jun-Feng],
Wu, Q.Q.[Qing-Qiang],
A self-adaptive soft-recoding strategy for performance improvement of
error-correcting output codes,
PR(143), 2023, pp. 109813.
Elsevier DOI
2310
Error-correcting output code, Soft-recoding, Ternary coding,
Regression, Multiclass classification
BibRef
Xie, S.T.[Shu-Tong],
He, Z.B.[Zong-Bao],
Pan, L.F.[Li-Fang],
Liu, K.H.[Kun-Hong],
Su, S.[Shubin],
An adaptive error-correcting output codes algorithm based on gene
expression programming and similarity measurement matrix,
PR(145), 2024, pp. 109957.
Elsevier DOI
2311
Multi-class classification, Error-correcting output codes,
Gene expression programming, Similarity measurement matrix, Adaptive adjusting
BibRef
Zor, C.[Cemre],
Yanikoglu, B.A.[Berrin A.],
Merdivan, E.[Erinc],
Windeatt, T.[Terry],
Kittler, J.V.[Josef V.],
Alpaydin, E.[Ethem],
BeamECOC: A local search for the optimization of the ECOC matrix,
ICPR16(198-203)
IEEE DOI
1705
Decoding, Encoding, High definition video, Measurement, Optimization,
Search problems, Training, ECOC, Error correcting output codes,
beam search, ensemble, learning
BibRef
Yan, Z.,
Yang, Y.,
Application of ECOC SVMS in Remote Sensing Image Classification,
Geospatial14(191-196).
DOI Link
1411
BibRef
d'Ambrosio, R.[Roberto],
Iannello, G.[Giulio],
Softmax Regression for ECOC Reconstruction,
CIAP13(I:682-691).
Springer DOI
1311
BibRef
Chang, F.J.[Feng-Ju],
Lin, Y.Y.[Yen-Yu],
Weng, M.F.[Ming-Fang],
Cross-Database Transfer Learning via Learnable and Discriminant
Error-Correcting Output Codes,
ACCV12(I:16-30).
Springer DOI
1304
BibRef
Bautista, M.Á.[Miguel Ángel],
Escalera, S.[Sergio],
Baró, X.[Xavier],
Pujol, O.[Oriol],
A Genetic Inspired Optimization for ECOC,
SSSPR12(743-751).
Springer DOI
1211
Error Correcting Output Codes.
BibRef
Deng, H.Q.[Hui-Qun],
Stathopoulos, G.[George],
Suen, C.Y.[Ching Y.],
Applying Error-Correcting Output Coding to Enhance Convolutional Neural
Network for Target Detection and Pattern Recognition,
ICPR10(4291-4294).
IEEE DOI
1008
BibRef
Earlier:
Error-Correcting Output Coding for the Convolutional Neural Network for
Optical Character Recognition,
ICDAR09(581-585).
IEEE DOI
0907
BibRef
Arvanitopoulos, N.[Nikolaos],
Bouzas, D.[Dimitrios],
Tefas, A.[Anastasios],
Subclass Error Correcting Output Codes Using Fisher's Linear
Discriminant Ratio,
ICPR10(2953-2956).
IEEE DOI
1008
BibRef
Hauger, S.,
Windeatt, T.,
ECOC and boosting with multi-layer perceptrons,
ICPR04(III: 458-461).
IEEE DOI
0409
BibRef
Ghaderi, R.,
Windeatt, T.,
Circular ECOC: a Theoretical and Experimental Analysis,
ICPR00(Vol II: 203-206).
IEEE DOI
0009
BibRef
Chapter on Pattern Recognition, Clustering, Statistics, Grammars, Learning, Neural Nets, Genetic Algorithms continues in
Number of Features, Dimensionality Reduction .