Machine Learning Techniques for Calorimetry

Machine Learning for NLP: Supervised learning techniques

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Machine Learning for NLP: Unsupervised learning techniques

• So far we have seen supervised learning (of classification): – learning based on a training set where labelling of instances represents the target (categorisation) function – classifier implements an approximation of the target funtion – outcome: a classification decision • Unsupervised learning: – learning based on unannotated instances; – outcome: a grouping of objects (instances and groups...

Machine Learning Techniques

Machine Learning Techniques for Face Analysis

In recent years there has been a growing interest in improving all aspects of the interaction between humans and computers with the clear goal of achieving a natural interaction, similar to the way human–human interaction takes place. The most expressive way humans display emotions is through facial expressions. Humans detect and interpret faces and facial expressions in a scene with little or ...

Machine Learning Techniques for Thyroid Cancer Diagnosis

Drawing inspiration from Alexander’s paper on classification of thyroid cancer, we are interested in replicating and possibly improving the predictive results of a learning model for detecting thyroid cancer from gene expression data from thyroid nodules. This data set is the same data used in the paper by Alexander. We will develop our own gene expression classifier by applying different featu...