Robert Sabourin

Robert Sabourin's AcademicInfluence.com Rankings

Robert Sabourin

Engineering

#5435

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#6694

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Electrical Engineering

#1511

World Rank

#1605

Historical Rank

engineering Degrees

Robert Sabourin

Computer Science

#6977

World Rank

#7347

Historical Rank

Software Engineering

#194

World Rank

#196

Historical Rank

Machine Learning

#2432

World Rank

#2463

Historical Rank

Database

#4042

World Rank

#4202

Historical Rank

computer-science Degrees

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Engineering
Computer Science

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Robert Sabourin's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

From dynamic classifier selection to dynamic ensemble selection (2008) (368)
Dynamic selection of classifiers - A comprehensive review (2014) (292)
Dynamic classifier selection: Recent advances and perspectives (2018) (274)
“One Against One” or “One Against All”: Which One is Better for Handwriting Recognition with SVMs? (2006) (268)
An HMM-Based Approach for Off-Line Unconstrained Handwritten Word Modeling and Recognition (1999) (255)
Automatic Recognition of Handwritten Numerical Strings: A Recognition and Verification Strategy (2002) (232)
Learning features for offline handwritten signature verification using deep convolutional neural networks (2017) (232)
Off-line signature verification using HMM for random, simple and skilled forgeries (2001) (224)
Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses (2018) (208)
Large vocabulary off-line handwriting recognition: A survey (2003) (197)
Optimization of HVAC Control System Strategy Using Two-Objective Genetic Algorithm (2005) (192)
META-DES: A dynamic ensemble selection framework using meta-learning (2015) (192)
Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers (2010) (188)
Offline handwritten signature verification — Literature review (2015) (171)
A Methodology for Feature Selection Using Multiobjective Genetic Algorithms for Handwritten Digit String Recognition (2003) (166)
A dynamic overproduce-and-choose strategy for the selection of classifier ensembles (2008) (165)
Off-line signature verification by local granulometric size distributions (1997) (159)
Texture-based descriptors for writer identification and verification (2013) (157)
A comparison of SVM and HMM classifiers in the off-line signature verification (2005) (156)
A neural network approach to off-line signature verification using directional PDF (1996) (137)
Unsupervised feature selection using multi-objective genetic algorithms for handwritten word recognition (2003) (121)
Feature selection using multi-objective genetic algorithms for handwritten digit recognition (2002) (121)
A survey of techniques for incremental learning of HMM parameters (2012) (114)
Iterative Boolean combination of classifiers in the ROC space: An application to anomaly detection with HMMs (2010) (113)
Dynamic selection approaches for multiple classifier systems (2013) (105)
Writer-independent feature learning for Offline Signature Verification using Deep Convolutional Neural Networks (2016) (104)
Multi-feature extraction and selection in writer-independent off-line signature verification (2013) (97)
An Off-Line Signature Verification System Using HMM and Graphometric Features (2000) (95)
Dynamic selection of generative-discriminative ensembles for off-line signature verification (2012) (85)
An adaptive classification system for video-based face recognition (2012) (81)
A database for automatic classification of forest species (2013) (81)
Recognition and verification of unconstrained handwritten words (2005) (80)
Hybrid writer-independent-writer-dependent offline signature verification system (2013) (76)
Overfitting cautious selection of classifier ensembles with genetic algorithms (2009) (76)
A study on combining dynamic selection and data preprocessing for imbalance learning (2018) (73)
An extended-shadow-code based approach for off-line signature verification (1993) (70)
META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection (2017) (69)
The graphology applied to signature verification (2005) (68)
A dynamic model selection strategy for support vector machine classifiers (2012) (66)
A Hybrid Multi-objective Evolutionary Algorithm for the Uncapacitated Exam Proximity Problem (2004) (65)
An off-line signature verification method based on the questioned document expert's approach and a neural network classifier (2004) (64)
Writer verification using texture-based features (2012) (64)
Segmentation of Arabic cursive script (1997) (64)
Off-line signature verification using directional PDF and neural networks (1992) (63)
Application of a hybrid multi-objective evolutionary algorithm to the uncapacitated exam proximity problem (2004) (63)
Partially-supervised learning from facial trajectories for face recognition in video surveillance (2015) (62)
Adapting dynamic classifier selection for concept drift (2018) (61)
The interpersonal and intrapersonal variability influences on off-line signature verification using HMM (2002) (61)
Adaptive appearance model tracking for still-to-video face recognition (2016) (60)
Online pruning of base classifiers for Dynamic Ensemble Selection (2017) (60)
A classifier fusion system for bearing fault diagnosis (2013) (57)
Feature Selection for Ensembles Using the Multi-Objective Optimization Approach (2006) (57)
Feature subset selection using genetic algorithms for handwritten digit recognition (2001) (56)
Support vector machines for handwritten numerical string recognition (2004) (56)
Feature selection for ensembles applied to handwriting recognition (2006) (56)
Analyzing features learned for Offline Signature Verification using Deep CNNs (2016) (56)
Evolutionary algorithms for multi-objective optimization in HVAC system control strategy (2004) (55)
DESlib: A Dynamic ensemble selection library in Python (2018) (55)
Dynamic ensembles of exemplar-SVMs for still-to-video face recognition (2017) (55)
Combining different biometric traits with one-class classification (2009) (54)
Off-line Identification With Handwritten Signature Images: Survey and Perspectives (1992) (54)
Off-line signature verification using HMMs and cross-validation (2000) (53)
Pairwise fusion matrix for combining classifiers (2007) (53)
Estimating accurate multi-class probabilities with support vector machines (2005) (51)
Fixed-sized representation learning from offline handwritten signatures of different sizes (2018) (51)
Adaptive ROC-based ensembles of HMMs applied to anomaly detection (2012) (51)
Generation of Duplicated Off-Line Signature Images for Verification Systems (2017) (51)
Feature selection for ensembles:a hierarchical multi-objective genetic algorithm approach (2003) (50)
Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images (2018) (49)
Multi-objective Genetic Algorithms to Create Ensemble of Classifiers (2005) (48)
The recognition of handwritten numeral strings using a two-stage HMM-based method (2003) (48)
Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams (2021) (48)
An off-line signature verification system using hidden Markov model and cross-validation (2000) (46)
On the memory complexity of the forward-backward algorithm (2010) (45)
A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models (2002) (45)
Review and Study of Genotypic Diversity Measures for Real-Coded Representations (2012) (45)
LoGID: An adaptive framework combining local and global incremental learning for dynamic selection of ensembles of HMMs (2012) (44)
A two-stage HMM-based system for recognizing handwritten numeral strings (2001) (44)
An extended-shadow-code based approach for off-line signature verification. I. Evaluation of the bar mask definition (1994) (44)
Handwriting and signature: one or two personality identifiers? (1998) (44)
Single and Multi-Objective Genetic Algorithms for the Selection of Ensemble of Classifiers (2006) (43)
Off-line Signature Verification Using Writer-Independent Approach (2007) (43)
Random forest dissimilarity based multi-view learning for Radiomics application (2019) (42)
Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models (2003) (41)
FIRE-DES++: Enhanced Online Pruning of Base Classifiers for Dynamic Ensemble Selection (2018) (41)
Bayesian Hyperparameter Optimization for Ensemble Learning (2016) (41)
Adaptive ensembles for face recognition in changing video surveillance environments (2014) (40)
Handwritten digit segmentation: Is it still necessary? (2018) (40)
Handwritten digit segmentation: a comparative study (2013) (40)
Structural Interpretation of Handwritten Signature Images (1994) (40)
Foreground and background information in an HMM-based method for recognition of isolated characters and numeral strings (2004) (40)
Optimizing nearest neighbour in random subspaces using a multi-objective genetic algorithm (2004) (40)
Ventilation Control Strategy Using the Supply CO2 Concentration Setpoint (2005) (40)
Forest Species Recognition Using Color-Based Features (2010) (39)
Filtering segmentation cuts for digit string recognition (2008) (39)
Detector ensembles for face recognition in video surveillance (2012) (38)
An implicit segmentation-based method for recognition of handwritten strings of characters (2006) (38)
A Writer-Independent Approach for Offline Signature Verification using Deep Convolutional Neural Networks Features (2018) (37)
A framework for dynamic classifier selection oriented by the classification problem difficulty (2018) (37)
A Cognitive Approach to Off-Line Signature Verification (1997) (37)
Large vocabulary off-line handwritten word recognition (2002) (36)
Preprocessing of handwritten signatures from image gradient analysis (1986) (36)
Segmentation and recognition of handwritten dates: an HMM-MLP hybrid approach (2003) (36)
Off-Line Handwritten Word Recognition Using Hidden Markov Models (1999) (36)
Combining Diversity and Classification Accuracy for Ensemble Selection in Random Subspaces (2006) (36)
Shape matrices as a mixed shape factor for off-line signature verification (1997) (35)
State of the Art in Off-Line Signature Verification (2008) (35)
Combining Hidden Markov Models for Improved Anomaly Detection (2009) (35)
Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition (2012) (34)
Forest species recognition based on dynamic classifier selection and dissimilarity feature vector representation (2015) (34)
Two-objective on-line optimization of supervisory control strategy (2004) (34)
Prototype selection for dynamic classifier and ensemble selection (2016) (33)
The Multiclass ROC Front method for cost-sensitive classification (2016) (33)
Supervised learning of fuzzy ARTMAP neural networks through particle swarm optimization (2007) (33)
Leave-One-Out-Training and Leave-One-Out-Testing Hidden Markov Models for a Handwritten Numeral Recognizer: The Implications of a Single Classifier and Multiple Classifications (2009) (32)
Bayesian optimization for conditional hyperparameter spaces (2017) (32)
Adaptive skew-sensitive ensembles for face recognition in video surveillance (2015) (32)
Generation of Signatures by Deformations (1997) (32)
A bio-cryptographic system based on offline signature images (2014) (32)
Characterizing and Evaluating Adversarial Examples for Offline Handwritten Signature Verification (2019) (31)
A modular system to recognize numerical amounts on Brazilian bank cheques (2001) (31)
META-DES.H: A Dynamic Ensemble Selection technique using meta-learning and a dynamic weighting approach (2015) (31)
An empirical study on diversity measures and margin theory for ensembles of classifiers (2007) (30)
Deep Learning Architectures for Face Recognition in Video Surveillance (2018) (30)
Transfer learning between texture classification tasks using Convolutional Neural Networks (2015) (29)
An optimized hill climbing algorithm for feature subset selection: evaluation on handwritten character recognition (2004) (27)
Off-Line Signature Verification: Recent Advances and Perspectives (1997) (27)
Bayesian network as an adaptive parameter setting approach for genetic algorithms (2016) (27)
Improving cascading classifiers with particle swarm optimization (2005) (26)
Evaluation of incremental learning algorithms for HMM in the recognition of alphanumeric characters (2009) (26)
Synthetic parameters for handwriting classification (1997) (26)
Mathematical morphology and weighted least squares to correct handwriting baseline skew (1999) (26)
A NEW APPROACH TO SEGMENT HANDWRITTEN DIGITS (2004) (26)
Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space (2012) (25)
Dynamic Selection of Ensembles of Classifiers Using Contextual Information (2010) (25)
Combining textural descriptors for forest species recognition (2012) (25)
Evaluation of a training method and of various rejection criteria for a neural network classifier used for off-line signature verification (1994) (25)
Intelligent zoning design using multi-objective evolutionary algorithms (2003) (25)
Fast intelligent watermarking of heterogeneous image streams through mixture modeling of PSO populations (2013) (24)
Handwritten month word recognition on Brazilian bank cheques (2001) (24)
Impacts of verification on a numeral string recognition system (2003) (23)
Applying Dissimilarity Representation to Off-Line Signature Verification (2010) (23)
On the performance of wavelets for handwritten numerals recognition (2002) (22)
HOW TO USE FRACTAL DIMENSIONS TO QUALIFY WRITINGS AND WRITERS (2000) (22)
A new segmentation approach for handwritten digits (2000) (22)
Robust watch-list screening using dynamic ensembles of SVMs based on multiple face representations (2017) (22)
Improving performance of HMM-based off-line signature verification systems through a multi-hypothesis approach (2010) (22)
Confusion Matrix Disagreement for Multiple Classifiers (2007) (22)
Off-line signature verification using fuzzy ARTMAP neural network (1995) (21)
Contribution of data complexity features on dynamic classifier selection (2016) (21)
Improvement in handwritten numeral string recognition by slant normalization and contextual information (2004) (21)
Brazilian forensic letter database (2008) (21)
Skew-sensitive boolean combination for adaptive ensembles - An application to face recognition in video surveillance (2014) (21)
Methodology for the design of NN-based month-word recognizers written on Brazilian bank checks (2007) (21)
Handling Concept Drifts Using Dynamic Selection of Classifiers (2016) (20)
Watch-List Screening Using Ensembles Based on Multiple Face Representations (2014) (20)
Factors of overtraining with fuzzy ARTMAP neural networks (2005) (20)
Off-line signature verification, without a priori knowledge of class /spl omega//sub 2/. A new approach (1995) (20)
A PSO-based framework for dynamic SVM model selection (2009) (19)
Online local pool generation for dynamic classifier selection: an extended version (2018) (19)
Ambiguity-guided dynamic selection of ensemble of classifiers (2007) (19)
Handwritten recognition with multiple classifiers for restricted lexicon (2004) (19)
Dynamic ensemble selection VS K-NN: Why and when dynamic selection obtains higher classification performance? (2017) (19)
Dynamic multi-objective evolution of classifier ensembles for video face recognition (2013) (19)
Multi-script writer identification using dissimilarity (2016) (19)
Pareto analysis for the selection of classifier ensembles (2008) (19)
On Meta-learning for Dynamic Ensemble Selection (2014) (19)
Evaluating NN and HMM classifiers for handwritten word recognition (2002) (19)
Compound Diversity Functions for Ensemble Selection (2009) (19)
A high throughput system for intelligent watermarking of bi-tonal images (2011) (18)
A Human-Centric Off-Line Signature Verification System (2007) (18)
Feature representation selection based on Classifier Projection Space and Oracle analysis (2013) (18)
A Multi-objective Memetic Algorithm for Intelligent Feature Extraction (2005) (18)
Brazilian bank check handwritten legal amount recognition (2000) (18)
An extended-shadow-code based approach for off-line signature verification. II. Evaluation of several multi-classifier combination strategies (1995) (18)
Fusing High- and Low-Level Features for Handwritten Word Recognition (2006) (17)
An Evaluation of Over-Fit Control Strategies for Multi-Objective Evolutionary Optimization (2006) (17)
Unsupervised feature selection for ensemble of classifiers (2004) (17)
Pattern spectrum as a local shape factor for off-line signature verification (1996) (17)
Segmentation and recognition of handwritten dates (2002) (17)
Handwritten Brazilian month recognition: an analysis of two NN architectures and a rejection mechanism (2004) (17)
Analyzing different prototype selection techniques for dynamic classifier and ensemble selection (2017) (17)
A syntax directed level building algorithm for large vocabulary handwritten word recognition (2000) (16)
Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection (2015) (16)
A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification (2020) (16)
A comparison of techniques for on-line incremental learning of HMM parameters in anomaly detection (2009) (16)
Two-stage classification system combining model-based and discriminative approaches (2004) (15)
Approaching the intra-class variability in multi-script static signature evaluation (2016) (15)
Handwritten isolated word recognition: an approach based on Mutual Information for feature set validation (2001) (15)
An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification (2010) (15)
The implication of data diversity for a classifier-free ensemble selection in random subspaces (2008) (15)
A synthetic database to assess segmentation algorithms (2005) (15)
A hybrid MOEA for the capacitated exam proximity problem (2004) (15)
Adaptation of Writer-Independent Systems for Offline Signature Verification (2012) (14)
Improved model architecture and training phase in an off-line HMM-based word recognition system (1998) (14)
Review of phenotypic diversity formulations for diagnostic tool (2013) (14)
Document reconstruction using dynamic programming (2009) (14)
Meta-Learning for Fast Classifier Adaptation to New Users of Signature Verification Systems (2019) (14)
A recognition and verification strategy for handwritten word recognition (2003) (14)
Speeding up the decision making of support vector classifiers (2004) (14)
Signature based Fuzzy Vaults with Boosted Feature Selection (2011) (14)
Classification system optimization with multi-objective genetic algorithms (2006) (14)
Analyzing Dynamic Ensemble Selection Techniques Using Dissimilarity Analysis (2014) (13)
An off-line signature verification method based on SVM classifier and graphometric features (2003) (13)
Modeling segmentation cuts using support vector machines (2006) (13)
Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition (2004) (13)
An adaptive ensemble-based system for face recognition in person re-identification (2015) (13)
Optimizing class-related thresholds with particle swarm optimization (2005) (13)
Integration of contextual information in handwriting recognition systems (2003) (12)
A dynamic optimization approach for adaptive incremental learning (2011) (12)
Particle Swarm Optimization of Fuzzy ARTMAP Parameters (2006) (12)
Segmentation of handwritten signature images using the statistics of directional data (1988) (12)
Fast two-level Viterbi search algorithm for unconstrained handwriting recognition (2002) (12)
Incremental update of biometric models in face-based video surveillance (2012) (12)
Boolean Combination of Classifiers in the ROC Space (2010) (12)
A Fuzzy Perception for Off-Line Handwritten Signature Verification (1997) (12)
Efficient cost-sensitive human-machine collaboration for offline signature verification (2012) (12)
A fuzzy ARTMAP-based classification system for detecting cancerous cells, based on the one-class problem approach (1996) (12)
MODELING AND VALIDATION OF EXISTING VAV SYSTEM COMPONENTS (2004) (12)
Evolving ensemble of classifiers in random subspace (2006) (12)
Dynamic Ensemble Selection for Off-Line Signature Verification (2011) (11)
An Enhanced HMM Topology in an LBA Framework for the Recognition of Handwritten Numeral Strings (2001) (11)
Combining Model-Based and Discriminative Approaches in a Modular Two-stage Classification System: Application to isolated Handwritten Digit Recognition (2005) (11)
Meta-learning recommendation of default size of classifier pool for META-DES (2016) (11)
Morphological approach of handwritten word skew correction (1998) (11)
Intelligent feature extraction for ensemble of classifiers (2005) (11)
Feature sets evaluation for handwritten word recognition (2002) (11)
Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems (2012) (11)
An Ensemble Generation Method Based on Instance Hardness (2018) (11)
Supervised Incremental Learning with the Fuzzy ARTMAP Neural Network (2008) (11)
A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning (2008) (11)
Ensembles of exemplar-SVMs for video face recognition from a single sample per person (2015) (11)
A New HMM-Based Ensemble Generation Method for Numeral Recognition (2007) (11)
Fusion of biometric systems using Boolean combination: an application to iris-based authentication (2012) (11)
A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation (2010) (11)
Objective Evaluation of the Discriminant Power of Features in an HMM-based Word Recognition System (1997) (10)
Recognition of handwritten dates on bank checks using an HMM approach (2000) (10)
Decision tree-based paraconsistent learning (1999) (10)
Adaptive Incremental Learning with an Ensemble of Support Vector Machines (2010) (10)
Influence of word length on handwriting recognition (1999) (10)
Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation (2020) (10)
On the Dissimilarity Representation and Prototype Selection for Signature-Based Bio-cryptographic Systems (2013) (10)
A DEEP analysis of the META-DES framework for dynamic selection of ensemble of classifiers (2015) (10)
Solution over-Fit Control in Evolutionary Multiobjective Optimization of Pattern Classification Systems (2009) (10)
Simplified model-based optimal control of VAV air-conditioning system (2005) (10)
Watermarking Stack of Grayscale Face Images as Dynamic Multi-Objective Optimization Problem (2011) (10)
Incremental adaptation of fuzzy ARTMAP neural networks for video-based face classification (2009) (10)
A Simple Methodology to Bankcheck Segmentation (1997) (10)
Using the RRT algorithm to optimize classification systems for handwritten digits and letters (2008) (10)
A Comprehensive Comparison of End-to-End Approaches for Handwritten Digit String Recognition (2020) (9)
Performance of distributed multi-agent multi-state reinforcement spectrum management using different exploration schemes (2013) (9)
Single Classifier-based Multiple Classification Scheme for weak classifiers: An experimental comparison (2013) (9)
Dynamic Selection of Exemplar-SVMs for Watch-list Screening through Domain Adaptation (2017) (9)
Progress in the field of automatic handwritten signature verifications systems using gray level image (1990) (9)
Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer (2009) (9)
Context-Sensitive Self-Updating for Adaptive Face Recognition (2015) (9)
CSBF: A static ensemble fusion method based on the centrality score of complex networks (2020) (9)
Overfitting in the selection of classifier ensembles: a comparative study between PSO and GA (2008) (9)
An HMM-MLP hybrid system to recognize handwritten dates (2002) (9)
A New Dynamic Ensemble Selection Method for Numeral Recognition (2007) (9)
Automatic recognition of handwritten numerical strings (2003) (9)
Data Preprocessing and Dynamic Ensemble Selection for Imbalanced Data Stream Classification (2019) (9)
On dynamic ensemble selection and data preprocessing for multi-class imbalance learning (2018) (8)
A string length predictor to control the level building of HMMs for handwritten numeral recognition (2002) (8)
Intelligent Watermarking with Multi-objective Population Based Incremental Learning (2010) (8)
An HMM-based approach for date recognition (2000) (8)
A Time-Length Constrained Level Building Algorithm for Large Vocabulary Handwritten Word Recognition (2001) (8)
Improving Signature-Based Biometric Cryptosystems Using Cascaded Signature Verification-Fuzzy Vault (SV-FV) Approach (2014) (8)
On the characterization of the Oracle for dynamic classifier selection (2017) (8)
K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection (2018) (8)
On evaluating the online local pool generation method for imbalance learning (2019) (8)
Classifier ensembles optimization guided by population oracle (2011) (7)
A Multi-Hypothesis Approach for Off-Line Signature Verification with HMMs (2009) (7)
Study Of Perceptual Similarity Between Different Lexicons (2004) (7)
Automatic handwritten signature verification using directional PDF and neural networks: a feasibility study (1992) (7)
Dissimilarity-based representation for radiomics applications (2018) (7)
K-Nearest Oracle for Dynamic Ensemble Selection (2007) (7)
A Decision-Based Dynamic Ensemble Selection Method for Concept Drift (2019) (7)
A multi-resolution based approach for handwriting segmentation in gray-scale images (1994) (7)
A comparative study of the k nearest neighbour, threshold and neural network classifiers for handwritten signature verification using an enhanced directional PDF (1995) (7)
Automatic recognition of handwritten dates on brazilian bank cheques (2003) (7)
An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification (2020) (6)
Impact of watermarking on offline signature verification in intelligent bio-watermarking systems (2011) (6)
Ensemble of classifiers for off-line signature verification (2008) (6)
Combining Classifiers in the ROC-space for Off-line Signature Verification (2008) (6)
A Parallel Watermarking application on a G (2013) (6)
Mathematical modelation of handwritten signatures by conics (1998) (6)
A comparison of adaptive appearance methods for tracking faces in video surveillance (2013) (6)
On Dissimilarity Representation and Transfer Learning for Offline Handwritten Signature Verification (2019) (6)
Improving a dynamic ensemble selection method based on oracle information (2012) (6)
Detecting bearing defects under high noise levels: A classifier fusion approach (2012) (6)
Automatic processing of signatures images : static techniques and methods (1990) (6)
Intelligent watermarking systems : a survey (2010) (6)
Dissimilarity Representation for Handwritten Signature Verification (2013) (6)
A Dissimilarity-Based Approach for Biometric Fuzzy Vaults-Application to Handwritten Signature Images (2013) (6)
Perceptual zoning for handwritten character recognition (2005) (6)
Securing high resolution grayscale facial captures using a blockwise coevolutionary GA (2013) (6)
Evaluation of incremental learning algorithms for an HMM-based handwritten isolated digits recognizer (2008) (5)
Meta-regression based pool size prediction scheme for dynamic selection of classifiers (2016) (5)
On the implementation of some graphometric techniques for interactive signature verification : a feasability study (1987) (5)
An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings (2020) (5)
A NEW STRATEGY FOR IMPROVING FEATURE SETS IN A DISCRETE HMM-BASED HANDWRITING RECOGNITION SYSTEM (2000) (5)
Evaluating the conventional and class-modular architectures feedforward neural network for handwritten word recognition (2003) (5)
A dominance-based stepwise approach for sensor placement optimization (2015) (5)
An individual-specific strategy for management of reference data in adaptive ensembles for person re-identification (2013) (5)
A Novel Random Forest Dissimilarity Measure for Multi-View Learning (2020) (4)
Intelligent Watermarking of Document Images as a Dynamic Optimization Problem (2010) (4)
A distributed scheme for lexicon-driven handwritten word recognition and its application to large vocabulary problems (2001) (4)
Characterization of Handwritten Signature Images in Dissimilarity Representation Space (2019) (4)
Binary image compression using identity mapping backpropagation neural network (1997) (4)
Adaptive Ensemble Selection for Face Re-identification under Class Imbalance (2013) (4)
ROC-based cost-sensitive classification with a reject option (2016) (4)
Dynamic Zoning Selection for Handwritten Character Recognition (2011) (4)
High-level verification of handwritten numeral strings (2001) (4)
Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character Recognition (2004) (4)
Segmentation-Free Approaches For Handwritten Numeral String Recognition (2018) (4)
Exploring the upper bound performance limit of iris biometrics using score calibration and fusion (2011) (4)
Distance-based Disagreement Classifiers Combination (2007) (4)
Multi-objective optimization of an ecological assembly model (2007) (4)
Selecting and Combining Classifiers Based on Centrality Measures (2020) (4)
Recognition of blowing sound types for real-time implementation in mobile devices (2013) (4)
Dynamic Ensemble Selection by K-Nearest Local Oracles with Discrimination Index (2018) (4)
Steps toward efficient processing of handwritten signature images (1990) (4)
Towards Automated Transactions Based on the Offline Handwritten Signatures (2013) (4)
Dynamic voting in multi-view learning for radiomics applications (2018) (4)
Slant normalization of handwritten numeral strings (1999) (4)
Generating Ensemble of Classifiers through Unsupervised Feature Selection (2005) (3)
A New Objective Function for Ensemble Selection in Random Subspaces (2006) (3)
Human-perception handwritten character recognition using wavelets (2002) (3)
Classification of cancerous cells based on the one-class problem approach (1996) (3)
Isolated word recognition in brazilian bank check legal amounts (2000) (3)
Incremental Boolean Combination of Classifiers (2011) (3)
DS-DPSO: A dual surrogate approach for intelligent watermarking of bi-tonal document image streams (2013) (3)
A two-step cascade classification method (2017) (3)
Development of a stereoradiographic correspondence method for the 3D reconstruction of the scoliotic spine and rib cage (1992) (3)
Ensembles of budgeted kernel support vector machines for parallel large scale learning (2013) (3)
Rapid blockwise multi-resolution clustering of facial images for intelligent watermarking (2013) (3)
A new HMM training and testing scheme (2008) (3)
Handwritten Word Recognition Using Multi-view Analysis (2009) (3)
Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control (2020) (3)
Observability and similarity in spatial relations in the structural interpretation of handwritten signature images (1991) (3)
Offline signature-based fuzzy vault: A review and new results (2014) (2)
A stereocorrespondance method for the 3D reconstruction of the scoliotic spine and rib cage (1992) (2)
K-Means VQ algorithm using a low-cost parallel cluster computing (2004) (2)
Dynamic Weighted Fusion of Adaptive Classifier Ensembles Based on Changing Data Streams (2014) (2)
An Ensemble Generation MethodBased on Instance Hardness (2018) (2)
Handwritten digits segmentation based on structural approach (2000) (2)
Correcting handwriting baseline skew using direct methods on the weighted least squares (1999) (2)
Forest Species Recognition Based on Ensembles of Classifiers (2018) (2)
Adaptive skew-sensitive fusion of ensembles and their application to face re-identification (2015) (2)
Fusion of Classifiers Based on Centrality Measures (2018) (2)
A low-cost parallel K-means VQ algorithm using cluster computing (2003) (2)
A Dual-Purpose Memory Approach for Dynamic Particle Swarm Optimization of Recurrent Problems (2016) (2)
A Classifier-free Ensemble Selection Method based on Data Diversity in Random Subspaces (2014) (2)
A comparison of adaptive matchers for screening of faces in video surveillance (2012) (2)
Transducer State Prediction System for Smart Environment Intelligent Control (2015) (2)
Offline Signature-Based Fuzzy Vault (OSFV: Review and New Results (2014) (2)
Improving Writer Identification Through Writer Selection (2015) (2)
Off-Line Signature Verification without Requiring Random Forgeries for Training (1995) (2)
Self-Updating with Facial Trajectories for Video-to-Video Face Recognition (2014) (2)
Efficient adaptive face recognition systems based on capture conditions (2014) (2)
Learning Global-Local Distance Metrics for Signature-Based Biometric Cryptosystems (2017) (2)
Adaptive Classification for Person Re-identification Driven by Change Detection (2015) (1)
Handwritten digit segmentation: a comparative study (2012) (1)
Assessing handwitten digit segmentation algorithms (2012) (1)
Binary image compression using back-propagation neural network (1997) (1)
Off-line handwitten word recognition using hidden markov models (1999) (1)
Fractals and neurological methods in handwriting analysis (1997) (1)
Assessing Textural Features for Writer Identification on Different Writing Styles and Forgeries (2014) (1)
An investigation into the effects of label noise on Dynamic Selection algorithms (2021) (1)
Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System (2009) (1)
Morphological Pseudo Convex Hull to Correct Handwriting Baseline skew (2000) (1)
Robust watch-list screening using dynamic ensembles of SVMs based on multiple face representations (2017) (1)
Optimal operation of VAV air-conditioning system (2005) (1)
A multi-task approach for contrastive learning of handwritten signature feature representations (2023) (1)
Evaluation of Genotypic Diversity Measurements Exploited in Real-Coded Representation (2015) (1)
Individual-specific management of reference data in adaptive ensembles for face re-identification (2015) (1)
Single Classifier Based Multiple Classifications (2013) (1)
Automatic Temperature Setpoint Tuning of a Thermoforming Machine using Fuzzy Terminal Iterative Learning Control (2017) (1)
Some aspects of the computer aided design of recording heads (1984) (1)
Impact of fuzzy ARTMAP match tracking strategies on the recognition of handwritten digits (2006) (1)
Classifier Pool Generation based on a Two-level Diversity Approach (2020) (1)
Adaptive selection of ensembles for imbalanced class distributions (2012) (1)
An a priori indicator of the discrimination power of discrete hidden Markov models (2001) (1)
On the correlation between genotype and classifier diversity (2012) (1)
OLP++: An online local classifier for high dimensional data (2022) (1)
Fixed-sized representation learning from offline handwritten signatures of different sizes (2018) (1)
Writer verification using texture-based features (2011) (1)
Fusion of biometric systems using one-class classification (2008) (1)
Comparing dynamic PSO algorithms for adapting classifier ensembles in video-based face recognition (2011) (1)
AN ONLINE LOCAL POOL GENERATION METHOD FOR DYNAMIC CLASSIFIER SELECTION By (2018) (0)
Multi-label learning for dynamic model type recommendation (2020) (0)
Ninth International Workshop on Frontiers in Handwriting Recognition, IWFHR-9 2004, Kokubunji, Tokyo, Japan, October 26-29, 2004 (2004) (0)
ASHRAE standard's 62 multiple spaces equation for design and control (2005) (0)
Adapting heterogeneous ensembles with particle swarm optimization for video face recognition (2012) (0)
Classification of cancerous cells using fuzzy ARTMAP neural network (1996) (0)
A quantitative comparison between MOGAs and the RRT algorithm on classification systems optimization (2007) (0)
Multi-feature extraction and selection in writer-independent off-line signature verification (2011) (0)
Review on Offline Signature Recognition and Verification Techniques (2018) (0)
Standard procedure for the documentation of computer programs version I (1979) (0)
A radiographic knowledge based system for the localization of scoliotic vertebral anatomical landmarks (1993) (0)
Optimal human-machine collaboration for enhanced cost-sensitive biometric authentication (2021) (0)
A review of situation recognition models and systems (2004) (0)
Recognition of isolated words from brazilian handwritten legal amount (2000) (0)
Annealing BasedApproach toOptimize Classification Systems (2007) (0)
A Fuzzy Perception For O -Line Handwritten Signature Veri cation (1997) (0)
Rapid blockwise multi-resolution clustering of facial images for intelligent watermarking (2013) (0)
Dynamic fusion of human and machine decisions for efficient cost-sensitive biometric authentication (2020) (0)
MATCH TRACKING STRATEGIES FOR FUZZY ARTMAP NEURAL NETWORKS (2010) (0)
Background Bank Cheques Elimination: A Simple and Efficient Solution (1997) (0)
Contextual Anomaly Detection Using Log-Linear Tensor Factorization (2015) (0)
Evolving Classifier Ensembles using Dynamic Multi-objective Swarm Intelligence (2013) (0)
Contrastive Learning of Handwritten Signature Representations for Writer-Independent Verification (2022) (0)
Dynamic selection approaches for multiple classifier systems (2011) (0)
A Strategy for Selecting Classes of Symbols from Classes of Graphemes in HMM-Based Handwritten Word Recognition (2004) (0)
Combined Potentiometric Determinations of Manganese, Chromium, and Vanadium in Steels (1961) (0)
2nd International Workshop on Automated Forensic Handwriting Analysis (afha) 2013 the First Paper, 'some Observations on Handwriting from a Motor Learning Perspective' the Fourth Paper 'chinese Handwritten Writer Identification Based on Structure Features and Extreme Learning Machine' Proposes an Ap (2013) (0)
Feature Selection Techniques for Classification of Satellite Images with Fuzzy ARTMAP Neural Networks (2006) (0)
Classifier Ensembles Optimization Guided by (2011) (0)
Using additional neighborhood information in a dynamic ensemble selection method : improving the KNORA approach (2010) (0)
Digital radiography segmentation of scoliotic vertebral pedicles using morphological segmentation (1994) (0)
Impact of Classifier Prototyping on Classification Systems Optimization (2011) (0)
Offline Signature Verification and Identification using Dimensionality Reduction (2016) (0)
State of the Art in the field of automatic signature verification (1993) (0)
Off-line signature verification using a mixed segmentation (2014) (0)
Using paraconsistent logic in automatic signature verification (2000) (0)
Annealing Based Approach to Optimize Classification Systems (2007) (0)
An adaptive ensemble-based system for face recognition in person re-identification (2015) (0)
A database for automatic classification of forest species (2012) (0)
The use of neural networks for classification of cancerous cells based on one-class problem approach (1996) (0)
Bayesian network as an adaptive parameter setting approach for genetic algorithms (2016) (0)
Exploring diversity in data complexity and classifier decision spaces for pool generation (2022) (0)
Computer assisted detection of scoliotic vertebral pedicles using morphological segmentation (1994) (0)
META-DES.Oracle: Meta-learning and feature selection for ensemble selection (2018) (0)
Video Face Recognition From A Single Still Image Using an Adaptive Appearance Model Tracker (2015) (0)
Writer-independent Offline Signature Recognition based upon Fourier Descriptors (2017) (0)
Forest species recognition based on dynamic classifier selection and dissimilarity feature vector representation (2015) (0)
Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination (2007) (0)
Design of Fuzzy Terminal Iterative Learning Control based on internal model control (2014) (0)
Securing Mass Biometric Templates Using Blockwise Multi-Resolution Clustering (2013) (0)
Subset Selection Using Genetic Algorithms for Handwritten Digit Recognition (2001) (0)
A NEW APPROACH TO SEGMENT HANDWRITTEN (2000) (0)
Prototype selection for dynamic classifier and ensemble selection (2016) (0)
Local overlap reduction procedure for dynamic ensemble selection (2022) (0)
MARIANA DE ARAÚJO SOUZA AN ONLINE LOCAL POOL GENERATION METHOD FOR DYNAMIC CLASSIFIER SELECTION (2018) (0)
Dynamic Ensemble Selection Using Fuzzy Hyperboxes (2022) (0)

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