Tag Archives: Rafael Werneck

Kuaa: A unified framework for design, deployment, execution, and recommendation of ML experiments

Posted on September 21, 2017 by Alexandre Ferreira

Several libraries and machine-learning frameworks have been proposed in the literature to support users in the process of defining the most appropriate methods for their applications. However, many frameworks have limitations including the lack of flexibility to include novel proposed … Continue reading →

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Nearest neighbors distance ratio open-set classifier

Posted on November 9, 2016 by Alexandre Ferreira

We are very glad to announce that our paper entitled “Nearest neighbors distance ratio open-set classifier” has been accepted in the very prestigious Springer Machine Learning journal. In this work, the authors propose a novel multiclass classifier for open-set recognition … Continue reading →

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Where is my puppy? Retrieving lost dogs by facial features

Posted on October 11, 2016 by Alexandre Ferreira

A pet that goes missing is among many people’s worst fears: a moment of distraction is enough for a dog or a cat wandering off from home. Some measures help matching lost animals to their owners; but automated visual recognition … Continue reading →

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RECOD paper has been selected to compose the 2015 list of honored papers in the Computers in Biology and Medicine journal

Posted on April 23, 2016 by Alexandre Ferreira

We are very happy to announce that our paper “Mid-level image representations for real-time heart view plane classification of echocardiograms” has been selected to compose the 2015 list of honored papers in the Computers in Biology and Medicine journal. The … Continue reading →

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Mid-level image representations for real-time heart view plane classification of echocardiograms

Posted on March 3, 2016 by Alexandre Ferreira

Bag of visual words is common technique used in by the computer vision community in visual recognition problems. In this paper, the authors explored it in a mid-level image representation for real-time heart view plane classification of 2D echocardiogram ultrasound … Continue reading →

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Paper on Echocardiography accepted at Elsevier Journal of Computers in Biology and Medicine

Posted on September 16, 2015 by Alexandre Ferreira

RECOD research group had a paper accepted on Elsevier Journal of Computers in Biology and Medicine. The paper is one of the results of a partnership of RECOD and SAMSUNG Advanced Technologies Group. Echocardiography plays an important role aiding cardiologists … Continue reading →

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