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Rafael Menelau Oliveira E. Cruz
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2020 – today
- 2024
[j24]Juscimara Gomes Avelino, George D. C. Cavalcanti, Rafael M. O. Cruz:
Resampling strategies for imbalanced regression: a survey and empirical analysis. Artif. Intell. Rev. 57(4): 82 (2024)- [j23]Reza Davtalab, Rafael M. O. Cruz
, Robert Sabourin:
A scalable dynamic ensemble selection using fuzzy hyperboxes. Inf. Fusion 102: 102036 (2024) - [j22]Faramarz Farhangian, Rafael M. O. Cruz, George D. C. Cavalcanti:
Fake news detection: Taxonomy and comparative study. Inf. Fusion 103: 102140 (2024) - [j21]Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz:
A dynamic multiple classifier system using graph neural network for high dimensional overlapped data. Inf. Fusion 103: 102145 (2024) - [j20]Leandro Augusto Ensina, Luiz Eduardo Soares de Oliveira, Rafael M. O. Cruz, George D. C. Cavalcanti:
Fault distance estimation for transmission lines with dynamic regressor selection. Neural Comput. Appl. 36(4): 1741-1759 (2024) - [c33]Abdallah Dib, Luiz Gustavo Hafemann, Emeline Got, Trevor Anderson, Amin Fadaeinejad, Rafael M. O. Cruz, Marc-André Carbonneau:
MoSAR: Monocular Semi-Supervised Model for Avatar Reconstruction using Differentiable Shading. CVPR 2024: 1770-1780 - [c32]Talles Brito Viana, Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
Robust Handwritten Signature Representation with Continual Learning of Synthetic Data over Predefined Real Feature Space. ICDAR (2) 2024: 233-249 - [c31]Kecia Gomes de Moura, Rafael Menelau Oliveira E. Cruz, Robert Sabourin:
Offline Handwritten Signature Verification Using a Stream-Based Approach. ICPR (31) 2024: 271-286 - [c30]Hesam Jalalian, Rafael M. O. Cruz:
MLRS-PDS: A Meta-learning recommendation of dynamic ensemble selection pipelines. IJCNN 2024: 1-9 - [i38]Mahdi Alehdaghi, Pourya Shamsolmoali, Rafael M. O. Cruz, Eric Granger:
Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification. CoRR abs/2403.10782 (2024) - [i37]Hesam Jalalian, Rafael M. O. Cruz:
MLRS-PDS: A Meta-learning recommendation of dynamic ensemble selection pipelines. CoRR abs/2407.07528 (2024) - [i36]Kecia Gomes de Moura, Rafael M. O. Cruz, Robert Sabourin:
Offline Handwritten Signature Verification Using a Stream-Based Approach. CoRR abs/2411.06510 (2024) - [i35]Madhu Kiran, Kartikey Vishnu, Rafael M. O. Cruz, Eric Granger:
Image Retrieval Methods in the Dissimilarity Space. CoRR abs/2412.08618 (2024) - [i34]Arthur Josi, Luiz Gustavo Hafemann, Abdallah Dib, Emeline Got, Rafael M. O. Cruz, Marc-Andre Carbonneau:
SEREP: Semantic Facial Expression Representation for Robust In-the-Wild Capture and Retargeting. CoRR abs/2412.14371 (2024) - 2023
- [j19]Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz:
Dynamic Ensemble Algorithm Post-Selection Using Hardness-Aware Oracle. IEEE Access 11: 86056-86070 (2023) - [j18]Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz:
The choice of scaling technique matters for classification performance. Appl. Soft Comput. 133: 109924 (2023) - [j17]Talles Brito Viana, Victor L. F. Souza, Adriano Lorena Inácio de Oliveira, Rafael M. O. Cruz, Robert Sabourin:
A multi-task approach for contrastive learning of handwritten signature feature representations. Expert Syst. Appl. 217: 119589 (2023) - [j16]Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz:
OLP++: An online local classifier for high dimensional data. Inf. Fusion 90: 120-137 (2023) - [j15]Walber M. Rodrigues, Felipe N. Walmsley, George D. C. Cavalcanti, Rafael M. O. Cruz:
Security Relevant Methods of Android's API Classification: A Machine Learning Empirical Evaluation. IEEE Trans. Computers 72(11): 3273-3285 (2023) - [c29]Mariana de Araujo Souza, Robert Sabourin, George Darmiton da Cunha Cavalcanti, Rafael Menelau Oliveira E. Cruz:
GNN-DES: A New End-to-End Dynamic Ensemble Selection Method Based on Multi-label Graph Neural Network. GbRPR 2023: 59-69 - [c28]Eduardo V. L. Barboza, Paulo R. Lisboa de Almeida, Alceu de Souza Britto Jr., Rafael M. O. Cruz:
Distance Functions and Normalization Under Stream Scenarios. IJCNN 2023: 1-8 - [c27]Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz:
A Post-Selection Algorithm for Improving Dynamic Ensemble Selection Methods. SMC 2023: 1142-1147 - [c26]Arthur Josi, Mahdi Alehdaghi, Rafael M. O. Cruz, Eric Granger:
Multimodal Data Augmentation for Visual-Infrared Person ReID with Corrupted Data. WACV (Workshops) 2023: 1-10 - [d1]Leandro Augusto Ensina, Luiz Eduardo Soares de Oliveira, Rafael Menelau Oliveira E. Cruz, George Darmiton da Cunha Cavalcanti:
Fault Analysis Database with Features (FADbF). Zenodo, 2023
- [i33]Arthur Josi, Mahdi Alehdaghi, Rafael M. O. Cruz, Eric Granger:
Fusion for Visual-Infrared Person ReID in Real-World Surveillance Using Corrupted Multimodal Data. CoRR abs/2305.00320 (2023) - [i32]Eduardo V. L. Barboza, Paulo R. Lisboa de Almeida, Alceu de Souza Britto Jr., Rafael M. O. Cruz:
Distance Functions and Normalization Under Stream Scenarios. CoRR abs/2307.00106 (2023) - [i31]Mahdi Alehdaghi, Arthur Josi, Pourya Shamsolmoali, Rafael M. O. Cruz, Eric Granger:
Adaptive Generation of Privileged Intermediate Information for Visible-Infrared Person Re-Identification. CoRR abs/2307.03240 (2023) - [i30]Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz:
A post-selection algorithm for improving dynamic ensemble selection methods. CoRR abs/2309.14307 (2023) - [i29]Abdallah Dib, Luiz Gustavo Hafemann, Emeline Got, Trevor Anderson, Amin Fadaeinejad, Rafael M. O. Cruz, Marc-Andre Carbonneau:
MoSAR: Monocular Semi-Supervised Model for Avatar Reconstruction using Differentiable Shading. CoRR abs/2312.13091 (2023) - 2022
- [j14]Felipe N. Walmsley, George D. C. Cavalcanti, Robert Sabourin, Rafael M. O. Cruz:
An investigation into the effects of label noise on Dynamic Selection algorithms. Inf. Fusion 80: 104-120 (2022) - [j13]Rafael M. O. Cruz, Woshington V. de Sousa, George D. C. Cavalcanti:
Selecting and combining complementary feature representations and classifiers for hate speech detection. Online Soc. Networks Media 28: 100194 (2022) - [c25]Matej Kristan, Ales Leonardis, Jirí Matas, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Hyung Jin Chang, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Johanna Björklund, Yushan Zhang, Zhongqun Zhang, Song Yan, Wenyan Yang, Dingding Cai, Christoph Mayer, Gustavo Fernández, Kang Ben, Goutam Bhat, Hong Chang, Guangqi Chen, Jiaye Chen, Shengyong Chen, Xilin Chen, Xin Chen, Xiuyi Chen, Yiwei Chen, Yu-Hsi Chen, Zhixing Chen, Yangming Cheng, Angelo Ciaramella, Yutao Cui, Benjamin Dzubur, Mohana Murali Dasari, Qili Deng, Debajyoti Dhar, Shangzhe Di, Emanuel Di Nardo, Daniel K. Du, Matteo Dunnhofer, Heng Fan, Zhenhua Feng, Zhihong Fu, Shang Gao, Rama Krishna Gorthi, Eric Granger, Q. H. Gu, Himanshu Gupta, Jianfeng He, Keji He, Yan Huang, Deepak Jangid, Rongrong Ji, Cheng Jiang, Yingjie Jiang, Felix Järemo Lawin, Ze Kang, Madhu Kiran, Josef Kittler, Simiao Lai, Xiangyuan Lan, Dongwook Lee, Hyunjeong Lee, Seohyung Lee, Hui Li, Ming Li, Wangkai Li, Xi Li, Xianxian Li, Xiao Li, Zhe Li, Liting Lin, Haibin Ling, Bo Liu, Chang Liu, Si Liu, Huchuan Lu, Rafael M. O. Cruz, Bingpeng Ma, Chao Ma, Jie Ma, Yinchao Ma, Niki Martinel, Alireza Memarmoghadam, Christian Micheloni, Payman Moallem, Le Thanh Nguyen-Meidine, Siyang Pan, ChangBeom Park, Danda Pani Paudel, Matthieu Paul, Houwen Peng, Andreas Robinson, Litu Rout, Shiguang Shan, Kristian Simonato, Tianhui Song, Xiaoning Song, Chao Sun, Jingna Sun, Zhangyong Tang, Radu Timofte, Chi-Yi Tsai, Luc Van Gool, Om Prakash Verma, Dong Wang, Fei Wang, Liang Wang, Liangliang Wang, Lijun Wang, Limin Wang, Qiang Wang, Gangshan Wu, Jinlin Wu, Xiaojun Wu, Fei Xie, Tianyang Xu, Wei Xu, Yong Xu, Yuanyou Xu, Wanli Xue, Zizheng Xun, Bin Yan, Dawei Yang, Jinyu Yang, Wankou Yang, Xiaoyun Yang, Yi Yang, Yichun Yang, Zongxin Yang, Botao Ye, Fisher Yu, Hongyuan Yu, Jiaqian Yu, Qianjin Yu, Weichen Yu, Kang Ze, Jiang Zhai, Chengwei Zhang, Chunhu Zhang, Kaihua Zhang, Tianzhu Zhang, Wenkang Zhang, Zhibin Zhang, Zhipeng Zhang, Jie Zhao, Shao-Chuan Zhao, Feng Zheng, Haixia Zheng, Min Zheng, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu, Yueting Zhuang:
The Tenth Visual Object Tracking VOT2022 Challenge Results. ECCV Workshops (8) 2022: 431-460 - [c24]Mahdi Alehdaghi, Arthur Josi, Rafael M. O. Cruz, Eric Granger:
Visible-Infrared Person Re-Identification Using Privileged Intermediate Information. ECCV Workshops (5) 2022: 720-737 - [c23]Félix Remigereau, Djebril Mekhazni, Sajjad Abdoli, Le Thanh Nguyen-Meidine, Rafael M. O. Cruz, Eric Granger:
Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification. ICIP 2022: 3853-3557 - [c22]Madhu Kiran, Le Thanh Nguyen-Meidine, Rajat Sahay, Rafael Menelau Oliveira E. Cruz, Louis-Antoine Blais-Morin, Eric Granger:
Generative Target Update for Adaptive Siamese Tracking. ICPRAI (1) 2022: 502-513 - [c21]Reza Davtalab, Rafael M. O. Cruz, Robert Sabourin:
Dynamic Ensemble Selection Using Fuzzy Hyperboxes. IJCNN 2022: 1-9 - [c20]Madhu Kiran, Le Thanh Nguyen-Meidine, Rajat Sahay, Rafael Menelau Oliveira E. Cruz, Louis-Antoine Blais-Morin, Eric Granger:
Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking. IJCNN 2022: 1-8 - [c19]Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz:
Local overlap reduction procedure for dynamic ensemble selection. IJCNN 2022: 1-9 - [c18]Talles Brito Viana, Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
Contrastive Learning of Handwritten Signature Representations for Writer-Independent Verification. IJCNN 2022: 1-9 - [i28]Rafael M. O. Cruz, Woshington V. de Sousa, George D. C. Cavalcanti:
Selecting and combining complementary feature representations and classifiers for hate speech detection. CoRR abs/2201.06721 (2022) - [i27]Madhu Kiran, Le Thanh Nguyen-Meidine, Rajat Sahay, Rafael Menelau Oliveira E. Cruz, Louis-Antoine Blais-Morin, Eric Granger:
Generative Target Update for Adaptive Siamese Tracking. CoRR abs/2202.09938 (2022) - [i26]Madhu Kiran, Le Thanh Nguyen-Meidine, Rajat Sahay, Rafael Menelau Oliveira E. Cruz, Louis-Antoine Blais-Morin, Eric Granger:
Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking. CoRR abs/2203.03181 (2022) - [i25]Félix Remigereau, Djebril Mekhazni, Sajjad Abdoli, Le Thanh Nguyen-Meidine, Rafael M. O. Cruz, Eric Granger:
Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification. CoRR abs/2205.06237 (2022) - [i24]Reza Davtalab, Rafael M. O. Cruz, Robert Sabourin:
Dynamic Ensemble Selection Using Fuzzy Hyperboxes. CoRR abs/2205.10438 (2022) - [i23]Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz:
Local overlap reduction procedure for dynamic ensemble selection. CoRR abs/2206.08455 (2022) - [i22]Mahdi Alehdaghi, Arthur Josi, Rafael M. O. Cruz, Eric Granger:
Visible-Infrared Person Re-Identification Using Privileged Intermediate Information. CoRR abs/2209.09348 (2022) - [i21]Arthur Josi, Mahdi Alehdaghi, Rafael M. O. Cruz, Eric Granger:
Multimodal Data Augmentation for Visual-Infrared Person ReID with Corrupted Data. CoRR abs/2211.11925 (2022) - [i20]Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz:
The choice of scaling technique matters for classification performance. CoRR abs/2212.12343 (2022) - 2020
- [j12]Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification. Expert Syst. Appl. 154: 113397 (2020) - [j11]Rafael M. O. Cruz, Luiz G. Hafemann, Robert Sabourin, George D. C. Cavalcanti:
DESlib: A Dynamic ensemble selection library in Python. J. Mach. Learn. Res. 21: 8:1-8:5 (2020) - [c17]Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control. GECCO Companion 2020: 69-70 - [c16]Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification. ICPR 2020: 7478-7485 - [c15]Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz:
Multi-label learning for dynamic model type recommendation. IJCNN 2020: 1-10 - [i19]Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz:
Multi-label learning for dynamic model type recommendation. CoRR abs/2004.00558 (2020) - [i18]Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification. CoRR abs/2004.03370 (2020) - [i17]Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control. CoRR abs/2004.03373 (2020) - [i16]Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification. CoRR abs/2010.10025 (2020)
2010 – 2019
- 2019
- [j10]Rafael M. O. Cruz, Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti:
Dynamic Ensemble Selection and Data Preprocessing for Multi-Class Imbalance Learning. Int. J. Pattern Recognit. Artif. Intell. 33(11): 1940009:1-1940009:29 (2019) - [j9]Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin:
Online local pool generation for dynamic classifier selection. Pattern Recognit. 85: 132-148 (2019) - [j8]Rafael M. O. Cruz, Dayvid V. R. Oliveira, George D. C. Cavalcanti, Robert Sabourin:
FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection. Pattern Recognit. 85: 149-160 (2019) - [c14]Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
Characterization of Handwritten Signature Images in Dissimilarity Representation Space. ICCS (3) 2019: 192-206 - [c13]Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin:
On evaluating the online local pool generation method for imbalance learning. IJCNN 2019: 1-8 - [c12]Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
On Dissimilarity Representation and Transfer Learning for Offline Handwritten Signature Verification. IJCNN 2019: 1-9 - 2018
- [j7]Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
A study on combining dynamic selection and data preprocessing for imbalance learning. Neurocomputing 286: 179-192 (2018) - [j6]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
Dynamic classifier selection: Recent advances and perspectives. Inf. Fusion 41: 195-216 (2018) - [j5]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
Prototype selection for dynamic classifier and ensemble selection. Neural Comput. Appl. 29(2): 447-457 (2018) - [c11]Dayvid V. R. Oliveira, George D. C. Cavalcanti, Thyago N. Porpino, Rafael M. O. Cruz, Robert Sabourin:
K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection. IJCNN 2018: 1-8 - [c10]Felipe N. Walmsley, George D. C. Cavalcanti, Dayvid V. R. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
An Ensemble Generation Method Based on Instance Hardness. IJCNN 2018: 1-8 - [i15]Rafael M. O. Cruz, Luiz G. Hafemann, Robert Sabourin, George D. C. Cavalcanti:
DESlib: A Dynamic ensemble selection library in Python. CoRR abs/1802.04967 (2018) - [i14]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. CoRR abs/1803.03877 (2018) - [i13]Dayvid V. R. Oliveira, George D. C. Cavalcanti, Thyago N. Porpino, Rafael M. O. Cruz, Robert Sabourin:
K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection. CoRR abs/1804.06943 (2018) - [i12]Felipe N. Walmsley, George D. C. Cavalcanti, Dayvid V. R. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
An Ensemble Generation Method Based on Instance Hardness. CoRR abs/1804.07419 (2018) - [i11]Rafael M. O. Cruz, Hiba H. Zakane, Robert Sabourin, George D. C. Cavalcanti:
Dynamic Ensemble Selection VS K-NN: why and when Dynamic Selection obtains higher classification performance? CoRR abs/1804.07882 (2018) - [i10]Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin:
Online local pool generation for dynamic classifier selection: an extended version. CoRR abs/1809.01628 (2018) - [i9]Rafael M. O. Cruz, Dayvid V. R. Oliveira, George D. C. Cavalcanti, Robert Sabourin:
FIRE-DES++: Enhanced Online Pruning of Base Classifiers for Dynamic Ensemble Selection. CoRR abs/1810.00520 (2018) - [i8]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti, Tsang Ing Ren:
META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning. CoRR abs/1810.01270 (2018) - [i7]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
META-DES.Oracle: Meta-learning and feature selection for ensemble selection. CoRR abs/1811.00217 (2018) - [i6]Rafael M. O. Cruz, George D. C. Cavalcanti, Tsang Ing Ren:
A Method For Dynamic Ensemble Selection Based on a Filter and an Adaptive Distance to Improve the Quality of the Regions of Competence. CoRR abs/1811.00669 (2018) - [i5]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
Analyzing different prototype selection techniques for dynamic classifier and ensemble selection. CoRR abs/1811.00677 (2018) - [i4]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
META-DES.H: a dynamic ensemble selection technique using meta-learning and a dynamic weighting approach. CoRR abs/1811.01742 (2018) - [i3]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
On Meta-Learning for Dynamic Ensemble Selection. CoRR abs/1811.01743 (2018) - [i2]Rafael M. O. Cruz, Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti:
ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. CoRR abs/1811.10481 (2018) - 2017
- [j4]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection. Inf. Fusion 38: 84-103 (2017) - [c9]Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin:
On the characterization of the Oracle for dynamic classifier selection. IJCNN 2017: 332-339 - [c8]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
Analyzing different prototype selection techniques for dynamic classifier and ensemble selection. IJCNN 2017: 3959-3966 - [c7]Rafael M. O. Cruz, Hiba H. Zakane, Robert Sabourin, George D. C. Cavalcanti:
Dynamic ensemble selection VS K-NN: Why and when dynamic selection obtains higher classification performance? IPTA 2017: 1-6 - 2016
- [j3]Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
Meta-learning recommendation of default size of classifier pool for META-DES. Neurocomputing 216: 351-362 (2016) - [c6]Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
Meta-regression based pool size prediction scheme for dynamic selection of classifiers. ICPR 2016: 216-221 - 2015
- [j2]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti, Tsang Ing Ren:
META-DES: A dynamic ensemble selection framework using meta-learning. Pattern Recognit. 48(5): 1925-1935 (2015) - [c5]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
META-DES.H: A Dynamic Ensemble Selection technique using meta-learning and a dynamic weighting approach. IJCNN 2015: 1-8 - [i1]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
A DEEP analysis of the META-DES framework for dynamic selection of ensemble of classifiers. CoRR abs/1509.00825 (2015) - 2014
- [c4]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
Analyzing Dynamic Ensemble Selection Techniques Using Dissimilarity Analysis. ANNPR 2014: 59-70 - [c3]Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti:
On Meta-learning for Dynamic Ensemble Selection. ICPR 2014: 1230-1235 - 2013
- [j1]Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang, Robert Sabourin:
Feature representation selection based on Classifier Projection Space and Oracle analysis. Expert Syst. Appl. 40(9): 3813-3827 (2013) - 2011
- [c2]Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang:
A method for dynamic ensemble selection based on a filter and an adaptive distance to improve the quality of the regions of competence. IJCNN 2011: 1126-1133 - 2010
- [c1]Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang:
An ensemble classifier for offline cursive character recognition using multiple feature extraction techniques. IJCNN 2010: 1-8
Coauthor Index
George D. C. Cavalcanti
aka: George Darmiton da Cunha Cavalcanti
aka: George Darmiton da Cunha Cavalcanti
[j24] [j22] [j21] [j20] [j19] [j18] [j16] [j15] [c29] [c27] [d1] [i30] [j14] [j13] [c19] [i28] [i23] [i20] [j11] [c15] [i19] [j10] [j9] [j8] [c13] [j7] [j6] [j5] [c11] [c10] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [i4] [i3] [i2] [j4] [c9] [c8] [c7] [j3] [c6] [j2] [c5] [i1] [c4] [c3] [j1] [c2] [c1]
Adriano Lorena Inácio de Oliveira
aka: Adriano L. I. Oliveira
aka: Adriano L. I. Oliveira
[j23] [j21] [c32] [c31] [i36] [j17] [j16] [c29] [j14] [c21] [c19] [c18] [i24] [i23] [j12] [j11] [c17] [c16] [c15] [i19] [i18] [i17] [i16] [j10] [j9] [j8] [c14] [c13] [c12] [j7] [j6] [j5] [c11] [c10] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i5] [i4] [i3] [i2] [j4] [c9] [c8] [c7] [j3] [c6] [j2] [c5] [i1] [c4] [c3] [j1]
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last updated on 2025-01-27 00:48 CET by the dblp team
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