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Not stated in source 2016 Needs review Available

Domain Adaptation and Domain Generalization with Representation Learning

Author
Muhammad Ghifary
University
Not available
Country
New Zealand
Main specialisation
Computer Vision › Video Analysis

Machine learning has achieved great successes in the area of computer vision, especially in object recognition or classification. One of the core factors of the successes is the availability of massive labeled image or video data for training, collected manual…

Not stated in source 2016 Needs review

Evolutionary game theoretic models for natural language processing

Author
Rocco Tripodi
University
Università Ca' Foscari Venezia
Country
Italy
Main specialisation
Natural Language Processing › Self- & Semi-Supervised Learning

This thesis is aimed at discovering new learning algorithms inspired by principles of biological evolution, which are able to exploit relational and contextual information, viewing clustering and classification problems in a dynamical system perspective. In pa…

Not stated in source 2016 Needs review

Automatic text classification using bag of words and bag of concepts based representations

Author
Alaa Y. Alahmadi
University
Dublin Institute of Technology
Country
Ireland
Main specialisation
Natural Language Processing › Arabic NLP

Automatic Text Classification (ATC) is one of the most important tasks in data mining for organizing information and knowledge discovery. The goal of ATC is to alleviate the need of manually organizing large collections of text documents, which is done by assi…