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Not stated in source 2018 Needs review

Object detection, recognition and classification using computer vision and artificial intelligence approaches

Author
Gharib Ismail Al Matroushi
University
Loughborough University
Country
United Kingdom
Main specialisation
Computer Vision › Object Detection

Object detection and recognition has been used extensively in recent years to solve numerus challenges in different fields.Due to the vital roles they play, object detection and recognition has enabled quantum leaps in many industry fields by helping to overco…

Not stated in source 2017 Needs review

Machine Learning for Materials Science

Author
Bertrand Rouet‐Leduc
University
University of Cambridge
Country
United Kingdom
Main specialisation
Machine Learning › Quantum Machine Learning

Machine learning is a branch of artificial intelligence that uses data to automatically build inferences and models designed to generalise and make predictions. In this thesis, the use of machine learning in materials science is explored, for two different pro…

Not stated in source 2017 Needs review

Quantum machine learning for supervised pattern recognition.

Author
Maria Schuld
University
University of KwaZulu-Natal
Country
South Africa
Main specialisation
Computer Vision › Quantum Machine Learning

Humans are experts at recognising patterns in past experience and applying them to new tasks. For example, after seeing pictures of a face we can usually tell if another image contains the same person or not. Machine learning is a research discipline at the in…

Not stated in source 2016 Needs review

Volatility homogenisation and machine learning for time series forecasting

Author
Adam Kowalewski
University
University of Melbourne
Country
Australia
Main specialisation
Machine Learning › Quantum Machine Learning

Volatility homogenisation is a technique of looking at a process at regular points in space. In other words, we are only interested when the process moves by a certain quantum. The intuition and empirical evidence behind this is that we ignore smaller movement…

Not stated in source 2016 Needs review

Quantum Machine Learning

Author
Cristian Romero García
University
Universidad del Pais Vasco
Country
Spain
Main specialisation
Machine Learning › Quantum Machine Learning

[EN] In a world in which accessible information grows exponentially, the selection of the appropriate information turns out to be an extremely relevant problem. In this context, the idea of Machine Learning (ML), a subfield of Artificial Intelligence, emerged…