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Reconhecimento de padrões de imagens de traços nucleares produzidos por partículas alfa em detectores de estado sólido
(Universidade Federal de São Carlos, 2010-09-30)
This work presents a new technique for image analysis generated by alpha
particles in solid state nuclear track detectors using Hough Transform to identify
complete standards and Artificial Neural Networks which act as ...
Descoberta automática de expressões multipalavras a partir de textos paralelos
(Universidade Federal de São Carlos, 2018-10-11)
Multiword Expressions (MWEs) are a current challenge for Natural Language Processing field and there are different proposed automatic methods to treat and discovery them. We propose in this work two new bilingual discover ...
Aplicando princípios de aprendizado de máquina na construção de um biocurador automático para o Gene Ontology (GO)
(Universidade Federal de São Carlos, 2013-10-08)
Nowadays, the amount of biological data available by universities, hospitals and research centers has increased exponentially due the use of bioinformatics, with the development of methods and advanced computational tools, ...
Aprendizado semissupervisionado através de técnicas de acoplamento
(Universidade Federal de São Carlos, 2011-02-17)
Machine Learning (ML) can be seen as research area within the Artificial Intelligence (AI) that aims to develop computer programs that can evolve with new experiences. The main ML purpose is the search for methods and ...
Segmentação automática dos hipocampos em imagens de ressonância magnética usando pontos salientes 3D
(Universidade Federal de São Carlos, 2018-12-20)
The segmentation of the hippocampus in Magnetic Resonance images is an important procedure in the Alzheimer’s disease early diagnostic aid. The neuroradiologist frequently needs, in addition to the atrophy analysis, to ...
Investigação de similaridade entre programas para apoiar o teste de mutação
(Universidade Federal de São Carlos, 2019-05-20)
Context: The Mutation Analysis criterion – or, mutation testing – allows both the evaluation of test sets and the identification of faults present in the software. The criterion is considered effective, however has gaps in ...
Privacy Everywhere: mecanismo para tomada de decisões e garantia da privacidade em ambientes IoT
(Universidade Federal de São Carlos, 2019-12-03)
Through technological advances, society has moved toward the "always connected" paradigm. Growing varieties of devices are becoming able to connect to a network, capture information around them, and send and receive ...
Abordagem utilizando realidades aumentada e virtual para suportar cursos baseados em metodologias ativas de aprendizagem (AURAV-SCBMAA)
(Universidade Federal de São Carlos, 2019-11-22)
Over the last few years, the evolution of Information and Communication Technologies (ICT) has impacted the interaction between people. In Education, significant changes have occurred in student behavior, and traditional ...
Algoritmo genético embarcado aplicado à indução de operadores morfológicos
(Universidade Federal de São Carlos, 2016-03-07)
The use of genetic algorithms, evolutionary strategies and genetic programming has been
notoriously addressed in the areas of image processing and computer vision and has contributed with diverse results. However, this ...
Automatic computational scheme for segmentation, volumetric assessment and analysis of multiple sclerosis lesions in magnetic resonance images of the human brain
(Universidade Federal de São Carlos, 2019-09-27)
Multiple Sclerosis (MS) is an inflammatory demyelinating (that is, with myelin loss) disease of the Central Nervous System (CNS). It is considered an autoimmune disease in which the immune system wrongly recognizes the ...