Searched for: author%3A%22Cheplygina%2C+V.%22
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├śrting, S. N. (author), Doyle, A. (author), van Hilten, A. (author), Hirth, M. (author), Inel, O. (author), Madan, C. R. (author), Mavridis, P. (author), Spiers, H. (author), Cheplygina, V. (author)
Rapid advances in image processing capabilities have been seen across many domains, fostered by the application of machine learning algorithms to "big-data". However, within the realm of medical image analysis, advances have been curtailed, in part, due to the limited availability of large-scale, well-annotated datasets. One of the main reasons...
journal article 2020
document
Cheplygina, V. (author)
Multiple instance learning (MIL) is an extension of supervised learning where the objects are represented by sets (bags) of feature vectors (instances) rather than individual feature vectors. For example, an image can be represented by a bag of instances, where each instance is a patch in that image. Only bag labels are given, however, the...
doctoral thesis 2015
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Calana, P.Y. (author), Cheplygina, V. (author), Duin, R.P.W. (author), Garcia-Reyes, E. (author), Orozco-Alzate, M. (author), Tax, D.M.J. (author), Loog, M. (author)
Nearest-neighbor (NN) classification has been widely used in many research areas, as it is a very intuitive technique. As long as we can defined a similarity or distance between two objects, we can apply NN, therefore making it suitable even for non-vectorial data such as graphs. An alternative to NN is the dissimilarity space [2], where...
conference paper 2013
document
Bezemer, C.P. (author), Cheplygina, V. (author), Zaidman, A. (author)
One of the key factors in customer satisfaction is application performance. To be able to guarantee good performance, it is necessary to take appropriate measures before a server overload occurs. While in small systems it is usually possible to predict server overload using a subjective human expert, an automated overload prediction mechanism is...
report 2011
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Cheplygina, V. (author)
master thesis 2010
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Vissers, B.H. (author), Kessing, J. (author), Cheplygina, V. (author), De Maertelaere, E. (author)
Report for the course IN3700 (Bachelor project). In this case the project was to make a game called Project Phantom. The project was in collaboration with CannibalGameStudios which supplied the project and the tutoring.
bachelor thesis 2009
Searched for: author%3A%22Cheplygina%2C+V.%22
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