2008 | ||
---|---|---|
103 | EE | Jean-François Connolly, Eric Granger, Robert Sabourin: Supervised Incremental Learning with the Fuzzy ARTMAP Neural Network. ANNPR 2008: 66-77 |
102 | EE | Eulanda Miranda dos Santos, Luiz S. Oliveira, Robert Sabourin, Patrick Maupin: Overfitting in the selection of classifier ensembles: a comparative study between PSO and GA. GECCO 2008: 1423-1424 |
101 | EE | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin: Pareto analysis for the selection of classifier ensembles. GECCO 2008: 681-688 |
100 | EE | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: A new HMM training and testing scheme. ICPR 2008: 1-4 |
99 | EE | Albert Hung-Ren Ko, Robert Sabourin, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr.: The implication of data diversity for a classifier-free ensemble selection in random subspaces. ICPR 2008: 1-5 |
98 | EE | Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin: Fusion of biometric systems using one-class classification. IJCNN 2008: 1308-1313 |
97 | EE | Eric Granger, Jean-François Connolly, Robert Sabourin: A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning. IJCNN 2008: 3305-3312 |
96 | EE | Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong: Using the RRT algorithm to optimize classification systems for handwritten digits and letters. SAC 2008: 1748-1752 |
95 | Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin, Flávio Bortolozzi: Combining Classifiers in the ROC-space for Off-line Signature Verification. J. UCS 14(2): 237-251 (2008) | |
94 | EE | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin: A dynamic overproduce-and-choose strategy for the selection of classifier ensembles. Pattern Recognition 41(10): 2993-3009 (2008) |
93 | EE | E. Vellasques, Luiz S. Oliveira, Alceu de Souza Britto Jr., Alessandro L. Koerich, Robert Sabourin: Filtering segmentation cuts for digit string recognition. Pattern Recognition 41(10): 3044-3053 (2008) |
92 | EE | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: From dynamic classifier selection to dynamic ensemble selection. Pattern Recognition 41(5): 1718-1731 (2008) |
2007 | ||
91 | EE | Cinthia Obladen de Almendra Freitas, João Marques de Carvalho, José Josemar de Oliveira Jr., Simone B. K. Aires, Robert Sabourin: Confusion Matrix Disagreement for Multiple Classifiers. CIARP 2007: 387-396 |
90 | EE | Hanno Coetzer, Robert Sabourin: A Human-Centric Off-Line Signature Verification System. ICDAR 2007: 153-157 |
89 | EE | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: K-Nearest Oracle for Dynamic Ensemble Selection. ICDAR 2007: 422-426 |
88 | EE | Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin: Off-line Signature Verification Using Writer-Independent Approach. IJCNN 2007: 2539-2544 |
87 | EE | Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong: Annealing Based Approach to Optimize Classification Systems. IJCNN 2007: 2616-2620 |
86 | EE | Cinthia Obladen de Almendra Freitas, João M. Carvalho, José Josemar de Oliveira Jr., Simone B. K. Aires, Robert Sabourin: Distance-based Disagreement Classifiers Combination. IJCNN 2007: 2729-2733 |
85 | EE | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination. MCS 2007: 302-311 |
84 | EE | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: A New Dynamic Ensemble Selection Method for Numeral Recognition. MCS 2007: 431-439 |
83 | EE | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: A New HMM-Based Ensemble Generation Method for Numeral Recognition. MCS 2007: 52-61 |
82 | EE | Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, Robert Sabourin: Methodology for the design of NN-based month-word recognizers written on Brazilian bank checks. Image Vision Comput. 25(1): 40-49 (2007) |
81 | EE | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr., Luiz S. Oliveira: Pairwise fusion matrix for combining classifiers. Pattern Recognition 40(8): 2198-2210 (2007) |
2006 | ||
80 | EE | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: Evolving ensemble of classifiers in random subspace. GECCO 2006: 1473-1480 |
79 | EE | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: A New Objective Function for Ensemble Selection in Random Subspaces. ICPR (4) 2006: 185-188 |
78 | EE | Eric Granger, Philippe Henniges, Luiz S. Oliveira, Robert Sabourin: Particle Swarm Optimization of Fuzzy ARTMAP Parameters. IJCNN 2006: 2060-2067 |
77 | EE | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: Combining Diversity and Classification Accuracy for Ensemble Selection in Random Subspaces. IJCNN 2006: 2144-2151 |
76 | EE | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin: Single and Multi-Objective Genetic Algorithms for the Selection of Ensemble of Classifiers. IJCNN 2006: 3070-3077 |
75 | EE | Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sabourin: An Evaluation of Over-Fit Control Strategies for Multi-Objective Evolutionary Optimization. IJCNN 2006: 3327-3334 |
74 | EE | Paulo Rodrigo Cavalin, Alceu de Souza Britto Jr., Flávio Bortolozzi, Robert Sabourin, Luiz E. Soares de Oliveira: An implicit segmentation-based method for recognition of handwritten strings of characters. SAC 2006: 836-840 |
73 | EE | Luiz S. Oliveira, Marisa E. Morita, Robert Sabourin: Feature Selection for Ensembles Using the Multi-Objective Optimization Approach. Multi-Objective Machine Learning 2006: 49-74 |
72 | EE | Luiz S. Oliveira, Marisa E. Morita, Robert Sabourin: Feature selection for ensembles applied to handwriting recognition. IJDAR 8(4): 262-279 (2006) |
2005 | ||
71 | EE | Luiz E. Soares de Oliveira, Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi: Multi-objective Genetic Algorithms to Create Ensemble of Classifiers. EMO 2005: 592-606 |
70 | EE | Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sabourin: A Multi-objective Memetic Algorithm for Intelligent Feature Extraction. EMO 2005: 767-781 |
69 | EE | Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin: A Synthetic Database to Assess Segmentation Algorithms. ICDAR 2005: 207-211 |
68 | EE | Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin: Improving Cascading Classifiers with Particle Swarm Optimization. ICDAR 2005: 570-574 |
67 | EE | Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong: Intelligent Feature Extraction for Ensemble of Classifiers. ICDAR 2005: 866-870 |
66 | EE | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen: Recognition and Verification of Unconstrained Handwritten Words. IEEE Trans. Pattern Anal. Mach. Intell. 27(10): 1509-1522 (2005) |
65 | EE | Edson J. R. Justino, Flávio Bortolozzi, Robert Sabourin: A comparison of SVM and HMM classifiers in the off-line signature verification. Pattern Recognition Letters 26(9): 1377-1385 (2005) |
2004 | ||
64 | EE | Jonathan Milgram, Robert Sabourin, Mohamed Cheriet: Two-Stage Classification System combining Model-Based and Discriminative Approaches. ICPR (1) 2004: 152-155 |
63 | EE | Guillaume Tremblay, Robert Sabourin, Patrick Maupin: Optimizing Nearest Neighbour in Random Subspaces using a Multi-Objective Genetic Algorithm. ICPR (1) 2004: 208 |
62 | EE | Pascal Côté, Tony Wong, Robert Sabourin: A Hybrid Multi-objective Evolutionary Algorithm for the Uncapacitated Exam Proximity Problem. PATAT 2004: 294-312 |
61 | Paulo Sergio Lopes de Souza, Alceu de Souza Britto Jr., Robert Sabourin, Simone do Rocio Senger de Souza, Díbio Leandro Borges: K-Means VQ algorithm using a low-cost parallel cluster computing. Parallel and Distributed Computing and Networks 2004: 392-397 | |
60 | EE | José Josemar de Oliveira Jr., Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, João Marques de Carvalho, Robert Sabourin: Handwritten Recognition with Multiple Classifiers for Restricted Lexicon. SIBGRAPI 2004: 82-89 |
59 | EE | Carlos M. Nunes, Alceu de Souza Britto Jr., Celso A. A. Kaestner, Robert Sabourin: Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character Recognition. SSPR/SPR 2004: 1018-1025 |
58 | EE | Cinthia Obladen de Almendra Freitas, Flávio Bortolozzi, Robert Sabourin: Study Of Perceptual Similarity Between Different Lexicons. IJPRAI 18(7): 1321-1338 (2004) |
2003 | ||
57 | EE | F. Grandidier, Robert Sabourin, Ching Y. Suen: Integration of Contextual Information in Handwriting Recognition Systems. ICDAR 2003: 1252-1256 |
56 | EE | Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: A Recognition and Verification Strategy for Handwritten Word Recognition. ICDAR 2003: 482- |
55 | EE | Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Unsupervised Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Word Recognition. ICDAR 2003: 666-670 |
54 | EE | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Feature Selection for Ensembles: A Hierarchical Multi-Objective Genetic Algorithm Approach. ICDAR 2003: 676- |
53 | EE | Paulo Vinicius Wolski Radtke, Luiz E. Soares de Oliveira, Robert Sabourin, Tony Wong: Intelligent Zoning Design Using Multi-Objective Evolutionary Algorithms. ICDAR 2003: 824-828 |
52 | EE | Alceu de Souza Britto Jr., Paulo Sergio Lopes de Souza, Robert Sabourin, Simone do Rocio Senger de Souza, Díbio Leandro Borges: A Low-Cost Parallel K-Means VQ Algorithm Using Cluster Computing. ICDAR 2003: 839-843 |
51 | EE | Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, Júlio C. Nievola, Robert Sabourin: Evaluating the Conventional and Class-Modular Architectures Feedforward Neural Network for Handwritten Word Recognition. SIBGRAPI 2003: 315-322 |
50 | EE | Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi: The recognition of handwritten numeral strings using a two-stage HMM-based method. IJDAR 5(2-3): 102-117 (2003) |
49 | EE | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen: Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models. IJDAR 6(2): 126-144 (2003) |
48 | EE | Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Segmentation and recognition of handwritten dates: an HMM-MLP hybrid approach. IJDAR 6(4): 248-262 (2003) |
47 | EE | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: A Methodology for Feature Selection Using Multiobjective Genetic Algorithms for Handwritten Digit String Recognition. IJPRAI 17(6): 903-929 (2003) |
46 | EE | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen: Large vocabulary off-line handwriting recognition: A survey. Pattern Anal. Appl. 6(2): 97-121 (2003) |
45 | EE | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Impacts of verification on a numeral string recognition system. Pattern Recognition Letters 24(7): 1023-1031 (2003) |
2002 | ||
44 | EE | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Digit Recognition. ICPR (1) 2002: 568-571 |
43 | EE | Suzete E. N. Correia, João Marques de Carvalho, Robert Sabourin: On the Performance of Wavelets for Handwritten Numerals Recognition. ICPR (3) 2002: 127-130 |
42 | EE | Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: A String Length Predictor to Control the Level Building of HMMs for Handwritten Numeral Recognition. ICPR (4) 2002: 31-34 |
41 | EE | Edson J. R. Justino, Flávio Bortolozzi, Robert Sabourin: The Interpersonal and Intrapersonal Variability Influences on Off-Line Signature Verification Using HMM. SIBGRAPI 2002: 197-202 |
40 | EE | José Josemar de Oliveira Jr., João Marques de Carvalho, Cinthia Obladen de Almendra Freitas, Robert Sabourin: Evaluating NN and HMM Classifiers for Handwritten Word Recognition. SIBGRAPI 2002: 210-217 |
39 | EE | Suzete E. N. Correia, João Marques de Carvalho, Robert Sabourin: Human-Perception Handwritten Character Recognition Using Wavelets. SIBGRAPI 2002: 404 |
38 | EE | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Automatic Recognition of Handwritten Numerical Strings: A Recognition and Verification Strategy. IEEE Trans. Pattern Anal. Mach. Intell. 24(11): 1438-1454 (2002) |
2001 | ||
37 | EE | Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: An Enhanced HMM Topology in an LBA Framework for the Recognition of Handwritten Numeral Strings. ICAPR 2001: 105-114 |
36 | EE | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen: A Time-Length Constrained Level Building Algorithm for Large Vocabulary Handwritten Word Recognition. ICAPR 2001: 127-136 |
35 | EE | Edson J. R. Justino, Flávio Bortolozzi, Robert Sabourin: Off-line Signature Verification Using HMM for Random, Simple and Skilled Forgeries. ICDAR 2001: 1031-1034 |
34 | EE | F. Grandidier, Robert Sabourin, Michel Gilloux, Ching Y. Suen: An a priori Indicator of the Discrimination Power of Discrete Hidden Markov Models. ICDAR 2001: 350- |
33 | EE | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: A Modular System to Recognize Numerical Amounts on Brazilian Bank Checks. ICDAR 2001: 389- |
32 | EE | Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: A Two-Stage HMM-Based System for Recognizing Handwritten Numeral Strings. ICDAR 2001: 396-400 |
31 | EE | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen: A Distributed Scheme for Lexicon-Driven Handwritten Word Recognition and its Application to Large Vocabulary Problems. ICDAR 2001: 660-664 |
30 | EE | Cinthia Obladen de Almendra Freitas, Flávio Bortolozzi, Robert Sabourin: Handwritten Isolated Word Recognition: An Approach Based on Mutual Information for Feature Set Validation. ICDAR 2001: 665-669 |
29 | EE | Marisa E. Morita, Robert Sabourin, Mounim A. El-Yacoubi, Flávio Bortolozzi, Ching Y. Suen: Handwritten Month Word Recognition on Brazilian Bank Checks. ICDAR 2001: 972-976 |
28 | EE | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: High-Level Verification of Handwritten Numeral Strings. SIBGRAPI 2001: 36-43 |
27 | EE | Luiz E. Soares de Oliveira, N. Benahmed, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Feature Subset Selection Using Genetic Algorithms for Handwritten Digit Recognition. SIBGRAPI 2001: 362- |
26 | Alceu de Souza Britto Jr., Cinthia Obladen de Almendra Freitas, Edson J. R. Justino, Díbio Leandro Borges, Jacques Facon, Flávio Bortolozzi, Robert Sabourin: Técnicas em Processamento e Análise de Documentos Manuscritos. RITA 8(2): 47-68 (2001) | |
2000 | ||
25 | EE | Luiz E. Soares de Oliveira, Edouard Lethelier, Flávio Bortolozzi, Robert Sabourin: A New Segmentation Approach for Handwritten Digits. ICPR 2000: 2323-2326 |
24 | EE | Edson J. R. Justino, Abdenaim El Yacoubi, Flávio Bortolozzi, Robert Sabourin: An Off-Line Signature Verification System using Hidden Markov Model and Cross-Validation. SIBGRAPI 2000: 105-112 |
23 | EE | Marisa E. Morita, Edouard Lethelier, Abdenaim El Yacoubi, Flávio Bortolozzi, Robert Sabourin: Recognition of Handwritten Dates on Bank Checks using an HMM Approach. SIBGRAPI 2000: 113-122 |
22 | EE | Luiz E. Soares de Oliveira, Edouard Lethelier, Flávio Bortolozzi, Robert Sabourin: Handwritten Digits Segmentation Based on Structural Approach. SIBGRAPI 2000: 67-73 |
21 | EE | Cinthia Obladen de Almendra Freitas, Abdenaim El Yacoubi, Flávio Bortolozzi, Robert Sabourin: Brazilian Bank Check Handwritten Legal Amount Recognition. SIBGRAPI 2000: 97-104 |
1999 | ||
20 | EE | Marisa E. Morita, Jacques Facon, Flávio Bortolozzi, Silvio J. A. Garnés, Robert Sabourin: Mathematical Morphology and Weighted Least Squares to Correct Handwriting Baseline Skew. ICDAR 1999: 430-433 |
19 | EE | F. Grandidier, Robert Sabourin, Mounim A. El-Yacoubi, Michel Gilloux, Ching Y. Suen: Influence of Word Length on Handwriting Recognition. ICDAR 1999: 777-780 |
18 | EE | Fabrício Enembreck, Bráulio Coelho Ávila, Robert Sabourin: Decision Tree-Based Paraconsistent Learning. SCCC 1999: 43-52 |
17 | EE | Mounim A. El-Yacoubi, Michel Gilloux, Robert Sabourin, Ching Y. Suen: An HMM-Based Approach for Off-Line Unconstrained Handwritten Word Modeling and Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 21(8): 752-760 (1999) |
1997 | ||
16 | Christophe Simon, Eric Levrat, Robert Sabourin, Jacques Brémont: A Fuzzy Perception for Off-Line Handwritten Signature Verification. BSDIA 1997: 261-272 | |
15 | Claudio de Oliveira, Celso A. A. Kaestner, Flávio Bortolozzi, Robert Sabourin: Generation of Signatures by Deformations. BSDIA 1997: 283-298 | |
14 | José Eduardo Bastos Dos Santos, Flávio Bortolozzi, Robert Sabourin: A Simple Methodology to Bankcheck Segmentation. BSDIA 1997: 334-343 | |
13 | Mounim A. El-Yacoubi, Michel Gilloux, Robert Sabourin, Ching Y. Suen: Objective Evaluation of the Discriminant Power of Features in an HMM-based Word Recognition System. BSDIA 1997: 60-73 | |
12 | Robert Sabourin: Off-Line Signature Verification: Recent Advances and Perspectives. BSDIA 1997: 84-98 | |
11 | EE | V. Bouletreau, Nicole Vincent, Robert Sabourin, Hubert Emptoz: Synthetic Parameters for Handwriting Classification. ICDAR 1997: 102-106 |
10 | EE | Deya Motawa, Adnan Amin, Robert Sabourin: Segmentation of Arabic Cursive Script. ICDAR 1997: 625-628 |
9 | EE | Robert Sabourin, Jean-Pierre Drouhard, Etienne Sum Wah: Shape Matrices as a Mixed Shape Factor for Off-line Signature Verification. ICDAR 1997: 661-666 |
8 | Nabeel A. Murshed, Robert Sabourin, Flávio Bortolozzi: A Cognitive Approach to Off-Line Signature Verification. IJPRAI 11(5): 801-825 (1997) | |
1996 | ||
7 | EE | Jean-Pierre Drouhard, Robert Sabourin, Mario Godbout: A neural network approach to off-line signature verification using directional PDF. Pattern Recognition 29(3): 415-424 (1996) |
1995 | ||
6 | EE | Nabeel A. Murshed, Flávio Bortolozzi, Robert Sabourin: Off-line signature verification, without a priori knowledge of class /spl omega//sub 2/. A new approach. ICDAR 1995: 191-196 |
5 | EE | Robert Sabourin, Ginette Genest: An extended-shadow-code based approach for off-line signature verification. II. Evaluation of several multi-classifier combination strategies. ICDAR 1995: 197-201 |
4 | EE | Jean-Pierre Drouhard, Robert Sabourin, Mario Godbout: Comparative study of the k nearest neighbour, threshold and neural network classifiers for handwritten signature verification using an enhanced directional PDF. ICDAR 1995: 807-810 |
3 | Nabeel A. Murshed, Flávio Bortolozzi, Robert Sabourin: Off-Line Signature Verification without Requiring Random Forgeries for Training. ICSC 1995: 107-115 | |
1994 | ||
2 | Mohamed Cheriet, R. Thibault, Robert Sabourin: A Multiresolution Based Approach for Handwriting Segmentation in Gray-scale Images. ICIP (1) 1994: 159-163 | |
1 | Robert Sabourin, Rejean Plamondon, Louis Beaumier: Structural Interpretation of Handwritten Signature Images. IJPRAI 8(3): 709-748 (1994) |