Search Results - "Canuto, Anne Magaly de Paula"

An Efficient Approach to Select Instances in Self-Training and Co-Training Semi-Supervised Methods by Vale, Karliane Medeiros Ovidio, Gorgonio, Arthur Costa, Gorgonio, Flavius Da Luz E, Canuto, Anne Magaly De Paula

“…Semi-supervised learning is a machine learning approach that integrates supervised and unsupervised learning mechanisms. In this learning, most of labels in…”
Get full text

A generalized average linkage criterion for Hierarchical Agglomerative Clustering by Ramos Emmendorfer, Leonardo, de Paula Canuto, Anne Magaly

“…Hierarchical agglomerative clustering (HAC) is among the most widely adopted algorithms in unsupervised learning. This method employs a linkage criterion to…”
Get full text

Automatic Recommendation Method for Classifier Ensemble Structure Using Meta-Learning by Da Silva, Robercy Alves, Canuto, Anne Magaly De Paula, Barreto, Cephas Alves Da Silveira, Xavier-Junior, Joao Carlos

“…Machine Learning (ML) is a field that aims to develop efficient techniques to provide intelligent decision making solutions to complex real problems. Among the…”
Get full text

Applying Efficient Selection Techniques of Unlabeled Instances for Wrapper-Based Semi-Supervised Methods by Barreto, Cephas A. S., Gorgonio, Arthur Costa, Xavier-Junior, Joao C., De Paula Canuto, Anne Magaly

“…Semi-supervised learning (SSL) is a machine learning approach that integrates supervised and unsupervised learning mechanisms. This integration may be done in…”
Get full text

Interdisciplinary Data Analysis by Lorena, Ana Carolina, Canuto, Anne Magaly de Paula

Get full text

Using Meta-learning in the Selection of the Combination Method of a Classifier Ensemble by Silva, Robercy Alves da, Canuto, Anne Magaly de Paula, Xavier Junior, Joaao Carlos, Ludermir, Teresa Bernarda

“…Classifier ensembles have been widely studied in the literature as an attempt to increase the performance of individual classification structures. An important…”
Get full text

Preface by de Carvalho André Carlo P L F, de Paula Canuto Anne Magaly, Dimuro Graçaliz Pereira

Get full text

Preface by de Carvalho, André Carlo P. L. F., de Paula Canuto, Anne Magaly, Dimuro, Graçaliz Pereira

Get full text

Preface by de Carvalho, André Carlo P. L. F., de Paula Canuto, Anne Magaly, Dimuro, Graçaliz Pereira

Get full text

Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering by Guerin, Joris, de Paula Canuto, Anne Magaly, Garcia Goncalves, Luiz Marcos

“…Object Detection (OD) is an important task in Computer Vision with many practical applications. For some use cases, OD must be done on videos, where the object…”
Get full text

Regression Ensembles for Fast Design Space Exploration of Heterogeneous Hardware Designs by Bezerra Lopes, Alba Sandyra, de Paula Canuto, Anne Magaly, Pereira, Monica Magalhaes

“…In architectural design of embedded systems, machine learning (ML) has become a promising solution to provide robustness to the design space exploration (DSE)…”
Get full text

Evaluating Brain Regions That Characterize Attention Deficit/Hyperactivity Disorder Based on SPECT Images and Machine Learning Models by De Oliveira Meira, Marcilio, De Paula Canuto, Anne Magaly, De Carvalho, Bruno Motta, Cavalcanti Jales, Roberto Levi

“…Like other neurodevelopmental disorders, ADHD (attention deficit/hyperactivity disorder) typically manifests in preschool-aged children and results in…”
Get full text

Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering by Guerin, Joris, Canuto, Anne Magaly de Paula, Goncalves, Luiz Marcos Garcia

“…Object Detection (OD) is an important task in Computer Vision with many practical applications. For some use cases, OD must be done on videos, where the object…”
Get full text

Investigating the Impact of Combining Handwritten Signature and Keyboard Keystroke Dynamics for Gender Prediction by Cavalcante Bandeira, Danilo Rodrigo, de Paula Canuto, Anne Magaly, Da Costa-Abreu, Marjory, Fairhurst, Michael, Li, Cheng, Costa do Nascimento, Diego Silveira

“…The use of soft-biometric data as an auxiliary tool on user identification is already well known. Gender, hand-orientation and emotional state are some…”
Get full text

Dynamic Feature Selection for Classifier Ensembles by de O. Nunes, Romulo, Dantas, Carine A., Canuto, Anne M.P., Xavier, Joao C.

“…In this paper, we propose a novel approach for dynamic feature selection to be applied in classifier ensembles. This method selects the best attribute subsets…”
Get full text

Automatic Recommendation Method for Classifier Ensemble Structure Using Meta-Learning by Da Silva, Robercy Alves, Canuto, Anne Magaly De Paula, Barreto, Cephas Alves Da Silveira, Xavier-Junior, Joao Carlos

“…Machine Learning (ML) is a field that aims to develop efficient techniques to provide intelligent decision making solutions to complex real problems. Among the…”
Get full text

A 3D serious game for medical students training in clinical cases by de Lima, Rodrigo Monteiro, de Medeiros Santos, Araken, Mendes Neto, Francisco Milton, Franca de Sousa Neto, Ademar, Leao, Felipe Cesar Pinheiro, de Macedo, Francisco Tailanio, de Paula Canuto, Anne Magaly

“…This paper describes an auxiliary environment in the process of teaching and learning for students and professors of medicine. The environment has a serious…”
Get full text

A comparative investigation of the RePART neural network in pattern recognition tasks by de Paula Canuto, A.M., de Medeiros Santos, A.

“…This work presents a comparative investigation of the performance of the RePART model with the ARTMAP-IC model, when applied to two tasks of pattern…”
Get full text

A normal form which preserves 1-tautologies and 0-contradictions in a class of residuum-based propositional fuzzy logics by Bedregal, B.R.C., Santiago, R.H.N., de Paula Canuto, A.M.

“…The most normal forms for fuzzy logics are versions of conjunctive and disjunctive classical normal forms. Unfortunately, they do not preserve neither…”
Get full text