Essays about: "computer science - artificial intelligence"

Showing result 26 - 30 of 35 essays containing the words computer science - artificial intelligence.

  1. 26. Generation of Synthetic Data with Generative Adversarial Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Douglas Garcia Torres; [2018]
    Keywords : Synthetic Data Generation; Generative Adversarial Networks; Machine Learning; Deep Learning; Neural Networks; Syntetisk Datagenerering; Generativa Adversariella Nätverk; Maskin-lärande; Djupt Lärande; Neurala Nätverk.;

    Abstract : The aim of synthetic data generation is to provide data that is not real for cases where the use of real data is somehow limited. For example, when there is a need for larger volumes of data, when the data is sensitive to use, or simply when it is hard to get access to the real data. READ MORE

  3. 27. Natural Language Processing in Artificial Neural Networks: Sentence analysis in medical papers

    University essay from Lunds universitet/Institutionen för astronomi och teoretisk fysik - Genomgår omorganisation; Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Konstantin-Klemens Lurz; [2018]
    Keywords : Machine Learning; Natural Language Processing; Medical Papers; Convolutional Neural Networks; Word2Vec; Physics and Astronomy;

    Abstract : Convolutional Neural Networks (CNNs) and pre-trained word embeddings have revolutionized the field of Natural Language Processing (NLP) during the last years. In this project, CNNs are used on top of the Word2Vec word representation for a sentence classification task on medical research articles. READ MORE

  4. 28. The knowledge base of machine learning, across data analytics teams in a matrix organization. : An exploratory case study on machine learning

    University essay from Karlstads universitet/Handelshögskolan

    Author : Josefin Johansson; [2017]
    Keywords : ;

    Abstract : Machine learning is a field within the broader concept of artificial intelligence and addresses the questions of how to build systems which learn from experience. The field is one of the oldest disciplines in computer science but has had many recent advancements due to the large amounts of data being generated. READ MORE

  5. 29. AUTONOMOUS MINING VEHICLE

    University essay from KTH/Industriell produktion

    Author : Belin Siderov Mitkov; [2017]
    Keywords : ;

    Abstract : Automation in mining industry is one of the important research and application areas of artificial intelligence. Also it is one of the key areas that autonomous vehicle technology being built upon. READ MORE

  6. 30. Feature Selection Methods with Applications in Electrical Load Forecasting

    University essay from Lunds universitet/Matematik LTH

    Author : Oscar Utterbäck; [2017]
    Keywords : Machine Learning; Data Science; Electrical Load Forecasting; Short Term Load Forecasting; Feature Selection; Filter Methods; Mathematics and Statistics; Technology and Engineering;

    Abstract : The purpose of this thesis is two-fold: implement and evaluate a method, the Fast Correlation-Based Filter (FCBF) by Yu et al., for feature selection applied on a meteorological data set consisting of 19 weather variables from 606 locations in Scandinavia, and investigate whether geography can be exploited in the search for relevant features. READ MORE