Tag Archives: Elsevier

Low false positive learning with support vector machines

In automated computer-based diagnosis systems, falsely determining that a case is normal is much more serious than falsely determining that the case is abnormal, especially if the system is being used for triage of patients. This is an example where … Continue reading

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Fusion of Time Series Representations for Plant Recognition in Phenology Studies

Phenology is one effective way of tracking environmental changes through the study of plant’s periodic events and their relationship to climate. One promising research direction in this area relies on the use of vegetation images to track phenology changes over … Continue reading

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Rate-energy-accuracy optimization of convolutional architectures for face recognition

The problem of automatically detecting and recognizing faces has received significant attention in the past fifty years and systems based on Convolutional Neural Networks (CNNs) or convolutional architectures currently represent the state of the art. In this paper, the authors … Continue reading

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

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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Time Series-based Classifier Fusion for Fine-Grained Plant Species Recognition


The strong research relationships between RECOD and collaborators have resulted in publications spanning various fields, from Machine Learning to health to e-Science. The latest result is the article “Time series-based classifier fusion for fine-grained plant species recognition”, published in the … Continue reading

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

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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