Essays about: "Machine Learning"

Showing result 1 - 5 of 569 essays containing the words Machine Learning.

  1. 1. COMBATING DISINFORMATION : Detecting fake news with linguistic models and classification algorithms

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC); KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Mikael Svärd; Philip Rumman; [2017]
    Keywords : fake news; machine learning; naive bayes;

    Abstract : The purpose of this study is to examine the possibility of accurately distinguishing fabricated news from authentic news stories using Naive Bayes classification algorithms. This involves a comparative study of two different machine learning classification algorithms. READ MORE

  2. 2. Deep Neural Networks for Context Aware Personalized Music Recommendation : A Vector of Curation

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Oktay Bahceci; [2017]
    Keywords : Information Filtering; Information Retrieval; Search Engine; Search Engines; Recommendation; Music Recommendation; Personalized Recommendation; Personalised Recommendation; Context Aware Recommendation; Recommender Systems; Statistical Learning; Artificial Intelligence; Machine Learning; Deep Learning; Neural Networks; Artificial Neural Networks; Feed Forward Neural Networks; Convolutional Neural Networks; Recurrent Neural Networks; Deep Neural Networks; Embedding;

    Abstract : Information Filtering and Recommender Systems have been used and has been implemented in various ways from various entities since the dawn of the Internet, and state-of-the-art approaches rely on Machine Learning and Deep Learning in order to create accurate and personalized recommendations for users in a given context. These models require big amounts of data with a variety of features such as time, location and user data in order to find correlations and patterns that other classical models such as matrix factorization and collaborative filtering cannot. READ MORE

  3. 3. Online Transportation Mode Recognition and an Application to Promote Greener Transportation

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Emil Hedemalm; [2017]
    Keywords : Persuasive Design; Transportation Mode Detection; Serious Games; Sustainable Behaviour;

    Abstract : It is now widely accepted that human behaviour accounts for a large portion of total global emissions, and thus influences climate change to a large extent. Changing human behaviour when it comes to mode of transportation is one component which could make a difference in the long term. READ MORE

  4. 4. Tampering Classification Using Accelerometer Data

    University essay from Lunds universitet/Matematik LTH och numerisk analys

    Author : Mikael Lindholm; Linus Lindgren; [2017]
    Keywords : machine learning; classification; accelerometer; support vector machine; doorstation; tampering detection; Mathematics and Statistics;

    Abstract : Network Video Door Stations are IP-based door stations for two-way communication, identification, and remote entry control. They have a number of different sensors e.g video, audio and accelerometer that can measure external data. READ MORE

  5. 5. Tuning of machine learning algorithms for automatic bug assignment

    University essay from Linköpings universitet/Programvara och system

    Author : Daniel Artchounin; [2017]
    Keywords : bug triage; bug assignment; bug mining; bug report; activity-based approach; issue tracking; bug repository; bug tracker; pre-processing; feature extraction; feature selection; tuning; model selection; hyper-parameter optimization; text mining; text classification; classifier; supervised learning; machine learning; information retrieval; bugzilla; eclipse jdt; mozilla firefox; open source software; proprietary project; accuracy; mean reciprocal rank; software development; software maintenance; software engineering;

    Abstract : In software development projects, bug triage consists mainly of assigning bug reports to software developers or teams (depending on the project). The partial or total automation of this task would have a positive economic impact on many software projects. READ MORE