Lecture 2: Understanding and Preprocessing Data Basic Statistics & Graphs. Lecture 2: Preliminaries (Understanding and Preprocessing data) from Marina Santini
Lecture 2: Understanding and Preprocessing Data (ML4LT 2015)
Tag: noise
Lecture 1: What is Machine Learning (ML4LT 2015)
Opening lecture to the Machine Learning for Language Technology courseat Uppsala University, Sweden. Autumn 2015. Lecture 1: What is Machine Learning? from Marina Santini
Lecture 2: Basic Concepts in Machine Learning for Language Technology
Machine Learning for Language Technology 2014 – Course Schedule
White Paper: Automatic Genre Identification – Testing with Noise
Automatic Genre Identification – Testing with Noise by Efstathios Stamatatos, Serge Sharoff, Marina Santini – Copyright © 2012, All rights reserved. Citation: Stamatatos E., Sharoff S., Santini M. (2012). Automatic Genre Identification – Testing with Noise. [White paper]. Retrieved…
AGI: Structured and Unstructured Noise
How would you handle automatic text classification in noisy conditions? This is what has been done, to my knowledge, in Automatic web Genre Idintefication (AGI). By noise here I refer to two different disturbing factors*: 1) the training sample and…
Excerpt: Cross-Testing a Genre Classification Model for the Web
Cross-Testing a Genre Classification Model for the Web by Marina Santini In: Genres on the Web Computational Models and Empirical Studies Alexander Mehler, Serge Sharoff and Marina Santini Text, Speech and Language Technology Volume 42, 2011, DOI: 10.1007/978-90-481-9178-9 Abstract The…