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08/17/2020
scikit-dyn2sel – A Dynamic Selection Framework for Data Streams
Mining data streams is a challenge per se. It must be ready to deal with...
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07/16/2020
Random Forest for Dissimilarity-based Multi-view Learning
Many classification problems are naturally multi-view in the sense their...
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07/06/2020
A Novel Random Forest Dissimilarity Measure for Multi-View Learning
Multi-view learning is a learning task in which data is described by sev...
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07/22/2019
Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents
This paper describes two approaches for content-based image retrieval an...
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06/22/2019
Image Retrieval and Pattern Spotting using Siamese Neural Network
This paper presents a novel approach for image retrieval and pattern spo...
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06/20/2019
Pattern Spotting in Historical Documents Using Convolutional Models
Pattern spotting consists of searching in a collection of historical doc...
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06/20/2018
Dynamic voting in multi-view learning for radiomics applications
Cancer diagnosis and treatment often require a personalized analysis for...
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03/29/2018
Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images
Breast cancer is one of the most common types of cancer and leading canc...
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03/12/2018
