Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
97 | Albert Bifet, Geoffrey Holmes 0001, Bernhard Pfahringer, Ricard Gavaldà |
Improving Adaptive Bagging Methods for Evolving Data Streams. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACML ![In: Advances in Machine Learning, First Asian Conference on Machine Learning, ACML 2009, Nanjing, China, November 2-4, 2009. Proceedings, pp. 23-37, 2009, Springer, 978-3-642-05223-1. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
94 | Giorgio Fumera, Fabio Roli, Alessandra Serrau |
A Theoretical Analysis of Bagging as a Linear Combination of Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 30(7), pp. 1293-1299, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
pattern classification, Bagging, Multiple Classifier Systems, Classifier Fusion, Linear Combiners |
86 | Marina Skurichina, Robert P. W. Duin |
The Role of Combining Rules in Bagging and Boosting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SSPR/SPR ![In: Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30 - September 1, 2000, Proceedings, pp. 631-640, 2000, Springer, 3-540-67946-4. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
76 | Qu-Tang Cai, Chunyi Peng 0001, Chang-shui Zhang |
A weighted subspace approach for improving bagging performance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICASSP ![In: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2008, March 30 - April 4, 2008, Caesars Palace, Las Vegas, Nevada, USA, pp. 3341-3344, 2008, IEEE, 1-4244-1484-9. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
76 | Petrônio L. Braga, Adriano L. I. Oliveira, Gustavo H. T. Ribeiro, Silvio R. L. Meira |
Bagging Predictors for Estimation of Software Project Effort. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Celebrating 20 years of neural networks, Orlando, Florida, USA, August 12-17, 2007, pp. 1595-1600, 2007, IEEE, 978-1-4244-1379-9. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
74 | Yves Grandvalet |
Bagging Equalizes Influence. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Mach. Learn. ![In: Mach. Learn. 55(3), pp. 251-270, 2004. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
leverage, bias/variance, bagging, influence |
66 | Hamoud Aljamaan, Mahmoud O. Elish |
An empirical study of bagging and boosting ensembles for identifying faulty classes in object-oriented software. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIDM ![In: Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2009, part of the IEEE Symposium Series on Computational Intelligence 2009, Nashville, TN, USA, March 30, 2009 - April 2, 2009, pp. 187-194, 2009, IEEE, 978-1-4244-2765-9. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
66 | Sotiris B. Kotsiantis, Dimitris Kanellopoulos |
Combining Bagging, Boosting and Dagging for Classification Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KES (2) ![In: Knowledge-Based Intelligent Information and Engineering Systems, 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings, Part II, pp. 493-500, 2007, Springer, 978-3-540-74826-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
data mining, Machine learning, ensembles of classifiers |
66 | Guo-Zheng Li 0001, Tian-Yu Liu |
Feature Selection for Bagging of Support Vector Machines. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PRICAI ![In: PRICAI 2006: Trends in Artificial Intelligence, 9th Pacific Rim International Conference on Artificial Intelligence, Guilin, China, August 7-11, 2006, Proceedings, pp. 271-277, 2006, Springer, 3-540-36667-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
66 | Anneleen Van Assche, Hendrik Blockeel |
Bagging Using Statistical Queries. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: ECML 2006, 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings, pp. 809-816, 2006, Springer, 3-540-45375-X. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
66 | Alexey Tsymbal, Seppo Puuronen |
Bagging and Boosting with Dynamic Integration of Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PKDD ![In: Principles of Data Mining and Knowledge Discovery, 4th European Conference, PKDD 2000, Lyon, France, September 13-16, 2000, Proceedings, pp. 116-125, 2000, Springer, 3-540-41066-X. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
64 | Jerzy Stefanowski |
Combining Answers of Sub-classifiers in the Bagging-Feature Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
RSEISP ![In: Rough Sets and Intelligent Systems Paradigms, International Conference, RSEISP 2007, Warsaw, Poland, June 28-30, 2007, Proceedings, pp. 574-583, 2007, Springer, 978-3-540-73450-5. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
aggregation rules, machine learning, feature selection, bagging, multiple classifiers |
64 | Guo-Zheng Li 0001, Hao-Hua Meng, Mary Qu Yang, Jack Y. Yang |
Asymmetric Bagging and Feature Selection for Activities Prediction of Drug Molecules. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IMSCCS ![In: Proceeding of the Second International Multi-Symposium of Computer and Computational Sciences (IMSCCS 2007), August 13-15, 2007, The University of Iowa, Iowa City, Iowa, USA, pp. 108-114, 2007, IEEE Computer Society, 0-7695-3039-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Feature Selection, Ensemble Learning, Bagging, QSAR, QSAR |
64 | Zhi-Hua Zhou, Yang Yu 0001 |
Adapt Bagging to Nearest Neighbor Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Sci. Technol. ![In: J. Comput. Sci. Technol. 20(1), pp. 48-54, 2005. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
Minkowsky distance, value difference metric, data mining, machine learning, nearest neighbor, ensemble learning, bagging |
59 | Robert E. Banfield, Lawrence O. Hall, Kevin W. Bowyer, W. Philip Kegelmeyer |
A Comparison of Decision Tree Ensemble Creation Techniques. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 29(1), pp. 173-180, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
performance evaluation, boosting, bagging, Classifier ensembles, random forests, random subspaces |
56 | Yanfang Ye 0001, Lifei Chen, Dingding Wang 0001, Tao Li 0001, Qingshan Jiang, Min Zhao |
SBMDS: an interpretable string based malware detection system using SVM ensemble with bagging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Comput. Virol. ![In: J. Comput. Virol. 5(4), pp. 283-293, 2009. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
56 | Yi Zhang 0006, W. Nick Street |
Bagging with Adaptive Costs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Knowl. Data Eng. ![In: IEEE Trans. Knowl. Data Eng. 20(5), pp. 577-588, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
Data mining, Mining methods and algorithms |
56 | Xiaoyuan Su, Taghi M. Khoshgoftaar, Xingquan Zhu 0001 |
VoB predictors: Voting on bagging classifications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICPR ![In: 19th International Conference on Pattern Recognition (ICPR 2008), December 8-11, 2008, Tampa, Florida, USA, pp. 1-4, 2008, IEEE Computer Society, 978-1-4244-2175-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
56 | Rocío Alaíz-Rodríguez |
Local Decision Bagging of Binary Neural Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Canadian AI ![In: Advances in Artificial Intelligence , 21st Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2008, Windsor, Canada, May 28-30, 2008, Proceedings, pp. 1-12, 2008, Springer, 978-3-540-68821-1. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
56 | Fernanda L. Minku, Xin Yao 0001 |
On-line bagging Negative Correlation Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2008, part of the IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, pp. 1374-1381, 2008, IEEE, 978-1-4244-1820-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
56 | Ian Davidson, Wei Fan 0001 |
When Efficient Model Averaging Out-Performs Boosting and Bagging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PKDD ![In: Knowledge Discovery in Databases: PKDD 2006, 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, September 18-22, 2006, Proceedings, pp. 478-486, 2006, Springer, 3-540-45374-1. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
56 | Eibe Frank, Bernhard Pfahringer |
Improving on Bagging with Input Smearing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PAKDD ![In: Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia Conference, PAKDD 2006, Singapore, April 9-12, 2006, Proceedings, pp. 97-106, 2006, Springer, 3-540-33206-5. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
56 | Guo-Zheng Li 0001, Tian-Yu Liu, Victor S. Cheng |
Classification of Brain Glioma by Using SVMs Bagging with Feature Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BioDM ![In: Data Mining for Biomedical Applications, PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006, Proceedings, pp. 124-130, 2006, Springer, 3-540-33104-2. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
56 | Giorgio Fumera, Fabio Roli, Alessandra Serrau |
Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Multiple Classifier Systems ![In: Multiple Classifier Systems, 6th International Workshop, MCS 2005, Seaside, CA, USA, June 13-15, 2005, Proceedings, pp. 316-325, 2005, Springer, 3-540-26306-3. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
56 | Rafael Pino-Mejías, María-Dolores Cubiles-de-la-Vega, Manuel López-Coello, Esther-Lydia Silva-Ramírez, María-Dolores Jiménez-Gamero |
Bagging Classification Models with Reduced Bootstrap. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SSPR/SPR ![In: Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2004 and SPR 2004, Lisbon, Portugal, August 18-20, 2004 Proceedings, pp. 966-973, 2004, Springer, 3-540-22570-6. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
56 | Inês de Castro Dutra, David Page, Vítor Santos Costa, Jude W. Shavlik |
An Empirical Evaluation of Bagging in Inductive Logic Programming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ILP ![In: Inductive Logic Programming, 12th International Conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised Papers, pp. 48-65, 2002, Springer, 3-540-00567-6. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
56 | Yves Grandvalet |
Bagging Can Stabilize without Reducing Variance. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICANN ![In: Artificial Neural Networks - ICANN 2001, International Conference Vienna, Austria, August 21-25, 2001 Proceedings, pp. 49-56, 2001, Springer, 3-540-42486-5. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
54 | Tadeusz Lasota, Zbigniew Telec, Bogdan Trawinski, Krzysztof Trawinski |
Exploration of Bagging Ensembles Comprising Genetic Fuzzy Models to Assist with Real Estate Appraisals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IDEAL ![In: Intelligent Data Engineering and Automated Learning - IDEAL 2009, 10th International Conference, Burgos, Spain, September 23-26, 2009. Proceedings, pp. 554-561, 2009, Springer, 978-3-642-04393-2. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
bagging ensembles, real estate appraisal, KEEL, regression models, genetic fuzzy systems |
54 | Carlos Valle, Ricardo Ñanculef, Héctor Allende, Claudio Moraga |
Two Bagging Algorithms with Coupled Learners to Encourage Diversity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IDA ![In: Advances in Intelligent Data Analysis VII, 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings, pp. 130-139, 2007, Springer, 978-3-540-74824-3. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Ensemble Diversity, Out-of-bag Estimation, Neural Networks, Bagging, Ensemble Methods, Regression Estimators |
54 | Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga |
Bagging with Asymmetric Costs for Misclassified and Correctly Classified Examples. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIARP ![In: Progress in Pattern Recognition, Image Analysis and Applications, 12th Iberoamericann Congress on Pattern Recognition, CIARP 2007, Valparaiso, Chile, November 13-16, 2007, Proceedings, pp. 694-703, 2007, Springer, 978-3-540-76724-4. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Neural Networks, Diversity, Bagging, Ensemble Methods, Classification Algorithms |
54 | Dacheng Tao, Xiaoou Tang, Xuelong Li 0001, Xindong Wu 0001 |
Asymmetric Bagging and Random Subspace for Support Vector Machines-Based Relevance Feedback in Image Retrieval. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 28(7), pp. 1088-1099, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
Classifier committee learning, asymmetric bagging, support vector machines, relevance feedback, content-based image retrieval, random subspace |
54 | Hongjian Fan, Ming Fan, Kotagiri Ramamohanarao, Mengxu Liu |
Further Improving Emerging Pattern Based Classifiers Via Bagging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PAKDD ![In: Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia Conference, PAKDD 2006, Singapore, April 9-12, 2006, Proceedings, pp. 91-96, 2006, Springer, 3-540-33206-5. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
classification, ensemble learning, bagging, emerging patterns |
54 | Marina Skurichina, Robert P. W. Duin |
Bagging, Boosting and the Random Subspace Method for Linear Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Pattern Anal. Appl. ![In: Pattern Anal. Appl. 5(2), pp. 121-135, 2002. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
Training sample size, Boosting, Bagging, Combining classifiers, Random subspaces, Linear classifiers |
51 | Yuk Lai Suen, Prem Melville, Raymond J. Mooney |
Combining Bias and Variance Reduction Techniques for Regression Trees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings, pp. 741-749, 2005, Springer, 3-540-29243-8. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
51 | Prem Melville, Nishit Shah, Lilyana Mihalkova, Raymond J. Mooney |
Experiments on Ensembles with Missing and Noisy Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Multiple Classifier Systems ![In: Multiple Classifier Systems, 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings, pp. 293-302, 2004, Springer, 3-540-22144-1. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
51 | Zijian Zheng |
Generating Classifier Commitees by Stochastically Selecting both Attributes and Training Examples. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PRICAI ![In: PRICAI'98, Topics in Artificial Intelligence, 5th Pacific Rim International Conference on Artificial Intelligence, Singapore, November 22-27, 1998, Proceedings, pp. 12-23, 1998, Springer, 3-540-65271-X. The full citation details ...](Pics/full.jpeg) |
1998 |
DBLP DOI BibTeX RDF |
|
49 | Peijun Du, Wei Zhang 0156, Hao Sun |
Multiple Classifier Combination for Hyperspectral Remote Sensing Image Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MCS ![In: Multiple Classifier Systems, 8th International Workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009. Proceedings, pp. 52-61, 2009, Springer, 978-3-642-02325-5. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
hyperspectral remote sensing, boosting, bagging, classifier ensemble, evidence theory, Multiple classifier combination |
49 | M. A. H. Akhand, Kazuyuki Murase |
Neural Network Ensemble Training by Sequential Interaction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICANN (1) ![In: Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I, pp. 98-108, 2007, Springer, 978-3-540-74689-8. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
diversity and generalization, boosting, Bagging, negative correlation learning |
46 | Joaquín Abellán, Andrés R. Masegosa |
An Experimental Study about Simple Decision Trees for Bagging Ensemble on Datasets with Classification Noise. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECSQARU ![In: Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 10th European Conference, ECSQARU 2009, Verona, Italy, July 1-3, 2009. Proceedings, pp. 446-456, 2009, Springer, 978-3-642-02905-9. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
credal sets, imprecise Dirichlet model, ensemble decision trees, classification, Imprecise probabilities, uncertainty measures |
46 | Pawalai Kraipeerapun, Chun Che Fung, Sathit Nakkrasae |
Porosity Prediction Using Bagging of Complementary Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISNN (1) ![In: Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part I, pp. 175-184, 2009, Springer, 978-3-642-01506-9. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
46 | Tadeusz Lasota, Zbigniew Telec, Bogdan Trawinski, Krzysztof Trawinski |
A Multi-agent System to Assist with Real Estate Appraisals Using Bagging Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICCCI ![In: Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems, First International Conference, ICCCI 2009, Wroclaw, Poland, October 5-7, 2009. Proceedings, pp. 813-824, 2009, Springer, 978-3-642-04440-3. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
46 | Xingquan Zhu 0001, Chengyi Bao, Weidong Qiu |
Bagging very weak learners with lazy local learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICPR ![In: 19th International Conference on Pattern Recognition (ICPR 2008), December 8-11, 2008, Tampa, Florida, USA, pp. 1-4, 2008, IEEE Computer Society, 978-1-4244-2175-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
46 | Dimitris N. Politis |
Bagging Multiple Comparisons from Microarray Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISBRA ![In: Bioinformatics Research and Applications, Fourth International Symposium, ISBRA 2008, Atlanta, GA, USA, May 6-9, 2008. Proceedings, pp. 492-503, 2008, Springer, 978-3-540-79449-3. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
46 | Ibai Gurrutxaga, Jesús M. Pérez, Olatz Arbelaitz, Javier Muguerza, José Ignacio Martín, Ander Ansuategi |
CTC: An Alternative to Extract Explanation from Bagging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CAEPIA ![In: Current Topics in Artificial Intelligence, 12th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2007, Salamanca, Spain, November 12-16, 2007. Selected Papers, pp. 90-99, 2007, Springer, 978-3-540-75270-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
46 | Bailing Zhang, Tuan D. Pham, Yanchun Zhang |
Bagging Support Vector Machine for Classification of SELDI-ToF Mass Spectra of Ovarian Cancer Serum Samples. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Australian Conference on Artificial Intelligence ![In: AI 2007: Advances in Artificial Intelligence, 20th Australian Joint Conference on Artificial Intelligence, Gold Coast, Australia, December 2-6, 2007, Proceedings, pp. 820-826, 2007, Springer, 978-3-540-76926-2. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
46 | Yi Li, Baochang Zhang 0001, Shiguang Shan, Xilin Chen 0001, Wen Gao 0001 |
Bagging Based Efficient Kernel Fisher Discriminant Analysis for Face Recognition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICPR (3) ![In: 18th International Conference on Pattern Recognition (ICPR 2006), 20-24 August 2006, Hong Kong, China, pp. 523-526, 2006, IEEE Computer Society, 0-7695-2521-0. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
46 | Gonzalo Martínez-Muñoz, Alberto Suárez 0001 |
Pruning in ordered bagging ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Machine Learning, Proceedings of the Twenty-Third International Conference (ICML 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006, pp. 609-616, 2006, ACM, 1-59593-383-2. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
46 | Yi Zhang 0006, W. Nick Street |
Bagging with Adaptive Costs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM ![In: Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA, pp. 825-828, 2005, IEEE Computer Society, 0-7695-2278-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
46 | Bruno Caprile, Stefano Merler, Cesare Furlanello, Giuseppe Jurman |
Exact Bagging with k-Nearest Neighbour Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Multiple Classifier Systems ![In: Multiple Classifier Systems, 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings, pp. 72-81, 2004, Springer, 3-540-22144-1. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
46 | Marina Skurichina, Ludmila Kuncheva, Robert P. W. Duin |
Bagging and Boosting for the Nearest Mean Classifier: Effects of Sample Size on Diversity and Accuracy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Multiple Classifier Systems ![In: Multiple Classifier Systems, Third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002, Proceedings, pp. 62-71, 2002, Springer, 3-540-43818-1. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
46 | Masahiro Terabe, Takashi Washio, Hiroshi Motoda |
S3Bagging: Fast Classifier Induction Method with Subsampling and Bagging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IDA ![In: Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings, pp. 177-186, 2001, Springer, 3-540-42581-0. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
46 | Nitesh V. Chawla, Thomas E. Moore, Kevin W. Bowyer, Lawrence O. Hall, Clayton Springer, W. Philip Kegelmeyer |
Bagging Is a Small-Data-Set Phenomenon. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CVPR (2) ![In: 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), with CD-ROM, 8-14 December 2001, Kauai, HI, USA, pp. 684-689, 2001, IEEE Computer Society, 0-7695-1272-0. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
46 | Yves Grandvalet |
Bagging Down-Weights Leverage Points. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN (4) ![In: Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 4, pp. 505-510, 2000, IEEE Computer Society. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
46 | Hiromitsu Nishimura, Makoto Kobayashi, Minoru Maruyama, Yasuaki Nakano |
Off-line Character Recognition using HMM by Multiple Directional Feature Extraction and Voting with Bagging Algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDAR ![In: Fifth International Conference on Document Analysis and Recognition, ICDAR 1999, 20-22 September, 1999, Bangalore, India, pp. 49-52, 1999, IEEE Computer Society, 0-7695-0318-7. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
44 | Aleksandar Lazarevic, Vipin Kumar 0001 |
Feature bagging for outlier detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August 21-24, 2005, pp. 157-166, 2005, ACM, 1-59593-135-X. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
feature subsets, integration, outlier detection, bagging, false alarm, detection rate |
44 | Saharon Rosset |
Robust boosting and its relation to bagging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August 21-24, 2005, pp. 249-255, 2005, ACM, 1-59593-135-X. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
robust fitting, boosting, bagging |
41 | Xiaoyan Tao, Hongbing Ji, Zhiqiang Ma |
Proximal SVM Ensemble Based on Feature Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICNC (1) ![In: Advances in Natural Computation, Second International Conference, ICNC 2006, Xi'an, China, September 24-28, 2006. Proceedings, Part I, pp. 135-138, 2006, Springer, 3-540-45901-4. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
41 | Clifton Phua, Damminda Alahakoon, Vincent C. S. Lee |
Minority report in fraud detection: classification of skewed data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIGKDD Explor. ![In: SIGKDD Explor. 6(1), pp. 50-59, 2004. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
multiple classifier systems, fraud detection, meta-learning |
41 | Giorgio Valentini |
Random Aggregated and Bagged Ensembles of SVMs: An Empirical Bias?Variance Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Multiple Classifier Systems ![In: Multiple Classifier Systems, 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings, pp. 263-272, 2004, Springer, 3-540-22144-1. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
41 | Hyun-Chul Kim, Shaoning Pang, Hong-Mo Je, Daijin Kim 0001, Sung Yang Bang |
Pattern Classification Using Support Vector Machine Ensemble. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICPR (2) ![In: 16th International Conference on Pattern Recognition, ICPR 2002, Quebec, Canada, August 11-15, 2002., pp. 160-163, 2002, IEEE Computer Society, 0-7695-1695-5. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
41 | R. Mike Cameron-Jones, Linda Richards |
Repechage Bootstrap Aggregating for Misclassification Cost Reduction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PRICAI ![In: PRICAI'98, Topics in Artificial Intelligence, 5th Pacific Rim International Conference on Artificial Intelligence, Singapore, November 22-27, 1998, Proceedings, pp. 1-11, 1998, Springer, 3-540-65271-X. The full citation details ...](Pics/full.jpeg) |
1998 |
DBLP DOI BibTeX RDF |
|
41 | Zijian Zheng, Geoffrey I. Webb |
Stochastic Attribute Selection Committees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Australian Joint Conference on Artificial Intelligence ![In: Advanced Topics in Artificial Intelligence, 11th Australian Joint Conference on Artificial Intelligence, AI '98, Brisbane, Australia, July 13-17, 1998, Selected Papers, pp. 321-332, 1998, Springer, 3-540-65138-1. The full citation details ...](Pics/full.jpeg) |
1998 |
DBLP DOI BibTeX RDF |
|
38 | Paulo Fernandes 0001, Lucelene Lopes, Duncan Dubugras A. Ruiz |
The impact of random samples in ensemble classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SAC ![In: Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), Sierre, Switzerland, March 22-26, 2010, pp. 1002-1009, 2010, ACM, 978-1-60558-639-7. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
accuracy comparison, machine learning, boosting, random samples, bagging, ensemble classifiers |
38 | Juan José Rodríguez, Ludmila I. Kuncheva, Carlos J. Alonso |
Rotation Forest: A New Classifier Ensemble Method. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 28(10), pp. 1619-1630, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
kappa-error diagrams, feature extraction, PCA, AdaBoost, bagging, Classifier ensembles, random forest |
38 | Sung Woo Shin, Kun Chang Lee, Süleyman Bilgin Kiliç |
Ensemble Prediction of Commercial Bank Failure Through Diversification of Input Features. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Australian Conference on Artificial Intelligence ![In: AI 2006: Advances in Artificial Intelligence, 19th Australian Joint Conference on Artificial Intelligence, Hobart, Australia, December 4-8, 2006, Proceedings, pp. 887-896, 2006, Springer, 3-540-49787-0. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
ensemble prediction, financial data mining, feature selection, bagging, stacked generalization, Bankruptcy prediction |
38 | Theodoros Evgeniou, Massimiliano Pontil, André Elisseeff |
Leave One Out Error, Stability, and Generalization of Voting Combinations of Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Mach. Learn. ![In: Mach. Learn. 55(1), pp. 71-97, 2004. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
combinations of machines, stability, bagging, cross-validation |
38 | Hakan Altinçay |
Optimal resampling and classifier prototype selection in classifier ensembles using genetic algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Pattern Anal. Appl. ![In: Pattern Anal. Appl. 7(3), pp. 285-295, 2004. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
Optimal resampling, Multiple prototype ensembles, Genetic algorithms, Diversity, Boosting, Bagging, Classifier ensembles |
38 | Alan Fern, Robert Givan |
Online Ensemble Learning: An Empirical Study. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Mach. Learn. ![In: Mach. Learn. 53(1-2), pp. 71-109, 2003. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
decision trees, boosting, online learning, branch prediction, ensemble learning, bagging |
38 | Patrice Latinne, Olivier Debeir, Christine Decaestecker |
Combining Different Methods and Numbers of Weak Decision Trees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Pattern Anal. Appl. ![In: Pattern Anal. Appl. 5(2), pp. 201-209, 2002. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
Decision trees, Boosting, Ensemble learning, Bagging, Random subspaces |
36 | Md. Monirul Islam, Xin Yao 0001, S. M. Shahriar Nirjon, Muhammad Asiful Islam, Kazuyuki Murase |
Bagging and Boosting Negatively Correlated Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Syst. Man Cybern. Part B ![In: IEEE Trans. Syst. Man Cybern. Part B 38(3), pp. 771-784, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
36 | Zhong Yi Sun 0003, Denis Rivière, Edouard Duchesnay, Bertrand Thirion, Fabrice Poupon, Jean-François Mangin |
Defining cortical sulcus patterns using partial clustering based on bootstrap and bagging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISBI ![In: Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Paris, France, May 14-17, 2008, pp. 1629-1632, 2008, IEEE, 978-1-4244-2003-2. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
36 | Marcin Gabryel, Leszek Rutkowski |
Evolutionary Methods for Designing Neuro-fuzzy Modular Systems Combined by Bagging Algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICAISC ![In: Artificial Intelligence and Soft Computing - ICAISC 2008, 9th International Conference, Zakopane, Poland, June 22-26, 2008, Proceedings, pp. 398-404, 2008, Springer, 978-3-540-69572-1. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
36 | Satoshi Shirai, Mineichi Kudo, Atsuyoshi Nakamura |
Bagging, Random Subspace Method and Biding. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SSPR/SPR ![In: Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings, pp. 801-810, 2008, Springer, 978-3-540-89688-3. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
36 | Chuan Lu, Andy Devos, Johan A. K. Suykens, Carles Arús, Sabine Van Huffel |
Bagging Linear Sparse Bayesian Learning Models for Variable Selection in Cancer Diagnosis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Inf. Technol. Biomed. ![In: IEEE Trans. Inf. Technol. Biomed. 11(3), pp. 338-347, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Pance Panov, Saso Dzeroski |
Combining Bagging and Random Subspaces to Create Better Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IDA ![In: Advances in Intelligent Data Analysis VII, 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings, pp. 118-129, 2007, Springer, 978-3-540-74824-3. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Shuichi Kurogi, Ryohei Koyama, Shinya Tanaka, Toshihisa Sanuki |
Forecasting Using First-Order Difference of Time Series and Bagging of Competitive Associative Nets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Celebrating 20 years of neural networks, Orlando, Florida, USA, August 12-17, 2007, pp. 166-171, 2007, IEEE, 978-1-4244-1379-9. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Gonzalo Martínez-Muñoz, Daniel Hernández-Lobato, Alberto Suárez 0001 |
Selection of Decision Stumps in Bagging Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICANN (1) ![In: Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I, pp. 319-328, 2007, Springer, 978-3-540-74689-8. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Shuichi Kurogi, Naoko Nedachi, Yuki Funatsu |
Reproduction and Recognition of Vowel Signals Using Single and Bagging Competitive Associative Nets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICONIP (2) ![In: Neural Information Processing, 14th International Conference, ICONIP 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Part II, pp. 40-49, 2007, Springer, 978-3-540-69159-4. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Yunhong Wang, Yiding Wang, Anil K. Jain 0001, Tieniu Tan |
Face Verification Based on Bagging RBF Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICB ![In: Advances in Biometrics, International Conference, ICB 2006, Hong Kong, China, January 5-7, 2006, Proceedings, pp. 69-77, 2006, Springer, 3-540-31111-4. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
36 | Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez 0001 |
Pruning in Ordered Regression Bagging Ensembles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006, pp. 1266-1273, 2006, IEEE, 0-7803-9490-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
36 | Alípio Jorge, Paulo J. Azevedo |
An Experiment with Association Rules and Classification: Post-Bagging and Conviction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Discovery Science ![In: Discovery Science, 8th International Conference, DS 2005, Singapore, October 8-11, 2005, Proceedings, pp. 137-149, 2005, Springer, 3-540-29230-6. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
36 | Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana |
Bagging Decision Multi-trees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Multiple Classifier Systems ![In: Multiple Classifier Systems, 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings, pp. 41-51, 2004, Springer, 3-540-22144-1. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
36 | Klaus Hechenbichler, Gerhard Tutz 0001 |
Bagging, Boosting and Ordinal Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GfKl ![In: Classification - the Ubiquitous Challenge, Proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9-11, 2004, pp. 145-152, 2004, Springer, 978-3-540-25677-9. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
36 | Bernd Fischer 0003, Joachim M. Buhmann |
Bagging for Path-Based Clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 25(11), pp. 1411-1415, 2003. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
Clustering, resampling, color segmentation |
36 | Kelvin T. Leung, Douglas Stott Parker Jr. |
Empirical comparisons of various voting methods in bagging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24 - 27, 2003, pp. 595-600, 2003, ACM, 1-58113-737-0. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
model reconciliation, voting, ensemble classification |
36 | Hyun-Chul Kim, Shaoning Pang, Hong-Mo Je, Daijin Kim 0001, Sung Yang Bang |
Support Vector Machine Ensemble with Bagging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SVM ![In: Pattern Recognition with Support Vector Machines, First International Workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002, Proceedings, pp. 397-407, 2002, Springer, 3-540-44016-X. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
36 | Philip Derbeko, Ran El-Yaniv, Ron Meir |
Variance Optimized Bagging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: ECML 2002, 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002, Proceedings, pp. 60-71, 2002, Springer, 3-540-44036-4. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
36 | Marina Skurichina, Robert P. W. Duin |
Bagging and the Random Subspace Method for Redundant Feature Spaces. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Multiple Classifier Systems ![In: Multiple Classifier Systems, Second International Workshop, MCS 2001 Cambridge, UK, July 2-4, 2001, Proceedings, pp. 1-10, 2001, Springer, 3-540-42284-6. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
36 | Nikunj C. Oza, Stuart Russell 0001 |
Experimental comparisons of online and batch versions of bagging and boosting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, San Francisco, CA, USA, August 26-29, 2001, pp. 359-364, 2001, ACM, 1-58113-391-X. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
36 | Pierre Geurts |
Some Enhencements of Decision Tree Bagging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PKDD ![In: Principles of Data Mining and Knowledge Discovery, 4th European Conference, PKDD 2000, Lyon, France, September 13-16, 2000, Proceedings, pp. 136-147, 2000, Springer, 3-540-41066-X. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
34 | Sathit Nakkrasae, Pawalai Kraipeerapun, Somkid Amornsamankul, Chun Che Fung |
Bagging of Complementary Neural Networks with Double Dynamic Weight Averaging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SNPD ![In: 11th ACIS International Conference on Software Engineering, Artificial Intelligences, Networking and Parallel/Distributed Computing, SNPD 2010, London, England, UK, June 9-11, 2010, pp. 173-178, 2010, IEEE Computer Society, 978-0-7695-4088-7. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
Complementary Neural Networks, Diversity, Ensemble, Bagging, Backpropagation Neural Network |
34 | Stéphan Clémençon, Marine Depecker, Nicolas Vayatis |
Bagging Ranking Trees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICMLA ![In: International Conference on Machine Learning and Applications, ICMLA 2009, Miami Beach, Florida, USA, December 13-15, 2009, pp. 658-663, 2009, IEEE Computer Society, 978-0-7695-3926-3. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
Bipartite ranking, ROC optimization, consensus ranking, decision trees, bagging, rank aggregation |
31 | Honoka Irie, Isao Hayashi |
pdi-Bagging: A Proposal of Bagging-Type Ensemble Method Generating Virtual Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICAART (3) ![In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, ICAART 2023, Volume 3, Lisbon, Portugal, February 22-24, 2023., pp. 956-963, 2023, SCITEPRESS, 978-989-758-623-1. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
31 | David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano, Alireza Fazelpour |
Select-Bagging: Effectively Combining Gene Selection and Bagging for Balanced Bioinformatics Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BIBE ![In: 2014 IEEE International Conference on Bioinformatics and Bioengineering, Boca Raton, FL, USA, November 10-12, 2014, pp. 413-419, 2014, IEEE Computer Society, 978-1-4799-7502-0. The full citation details ...](Pics/full.jpeg) |
2014 |
DBLP DOI BibTeX RDF |
|
31 | Periklis A. Papakonstantinou, Jia Xu 0004, Zhu Cao |
Bagging by Design (on the Suboptimality of Bagging). ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, July 27 -31, 2014, Québec City, Québec, Canada., pp. 2041-2047, 2014, AAAI Press, 978-1-57735-661-5. The full citation details ...](Pics/full.jpeg) |
2014 |
DBLP DOI BibTeX RDF |
|
30 | Gonzalo Martínez-Muñoz, Daniel Hernández-Lobato, Alberto Suárez 0001 |
An Analysis of Ensemble Pruning Techniques Based on Ordered Aggregation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 31(2), pp. 245-259, 2009. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
30 | Albert D. Shieh, David F. Kamm |
Ensembles of One Class Support Vector Machines. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MCS ![In: Multiple Classifier Systems, 8th International Workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009. Proceedings, pp. 181-190, 2009, Springer, 978-3-642-02325-5. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
30 | Albert Bifet, Geoffrey Holmes 0001, Bernhard Pfahringer, Richard Kirkby, Ricard Gavaldà |
New ensemble methods for evolving data streams. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009, pp. 139-148, 2009, ACM, 978-1-60558-495-9. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
decision trees, data streams, concept drift, ensemble methods |
30 | Debrup Chakraborty |
Neural Network Ensembles from Training Set Expansions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIARP ![In: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 14th Iberoamerican Conference on Pattern Recognition, CIARP 2009, Guadalajara, Jalisco, Mexico, November 15-18, 2009. Proceedings, pp. 629-636, 2009, Springer, 978-3-642-10267-7. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
30 | Juana Canul-Reich, Larry Shoemaker, Lawrence O. Hall |
Ensembles of Fuzzy Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FUZZ-IEEE ![In: FUZZ-IEEE 2007, IEEE International Conference on Fuzzy Systems, Imperial College, London, UK, 23-26 July, 2007, Proceedings, pp. 1-6, 2007, IEEE. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|