Essays about: "Automatic"

Showing result 1 - 5 of 1682 essays containing the word Automatic.

  1. 1. ATLAS DATABASES OF HUMAN BRAIN ANATOMY: QUALITATIVE AND QUANTITATIVE COMPARISON

    University essay from

    Author : Amanda Philipsson Franzén; [2021-01-11]
    Keywords : Medical physics; Brain atlas concordance problem; Quantitative comparison; Qualitative comparison; Hammersmith; 2012 MICCAI Multi-Atlas Labelling Challenge Data;

    Abstract : The purpose of this study was to quantitatively and qualitatively compare the two brain atlases databases, Hammersmith and 2012 MICCAI Multi-Atlas Labelling Challenge data, by developing a quantitative method.TheoryAnatomical atlases of the human brain provide reference information about its structure. READ MORE

  2. 2. Deep learning exotic derivatives

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Gunnlaugur Geirsson; [2021]
    Keywords : deep learning; neural networks; derivative pricing; automatic differentiation; Monte Carlo; transfer learning; structured products; risk sensitivities; valuation; autocalls;

    Abstract : Monte Carlo methods in derivative pricing are computationally expensive, in particular for evaluating models partial derivatives with regard to inputs. This research proposes the use of deep learning to approximate such valuation models for highly exotic derivatives, using automatic differentiation to evaluate input sensitivities. READ MORE

  3. 3. Deep Learning for Deep Water: Robust classification of ship wakes with expert in the loop

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Igor RYAZANOV; [2020-10-06]
    Keywords : machine learning; deep learning; pattern recognition; acoustic data analysis; shipping data; data augmentation; noise robustness; classification with data imbalance; expert-in-the-loop framework;

    Abstract : This work examines the applicability of the deep learning models to pattern recognitionin acoustic ocean data. The features of the dataset include noise, data scarcityand the lack of labeled samples. A deep learning model is proposed for the task ofautomatic wake detection. READ MORE

  4. 4. NLP methods for the automatic generation of exercises for second language learning from parallel corpus data

    University essay from Göteborgs universitet/Institutionen för filosofi, lingvistik och vetenskapsteori

    Author : Arianna Zanetti; [2020-09-25]
    Keywords : ICALL; language learning; parallel corpus; exercise generation;

    Abstract : Intelligent Computer Assisted Language Learning (ICALL), or Intelligent Computer Assisted Language Instruction (ICALI), is a field of research that combines Artificial Intelligence and Computer Assisted Language Learning (CALL) in order to produce tools that can aid second language learners without human intervention.The automatic generation of exercises for language learners from a corpus enables the students to self-pace learning activities and offers a theoretically infinite, un-mediated and un-biased content. READ MORE

  5. 5. An experimental study on combining automated and stochastic test data generation

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Patrick Haverkate; Marufa Binte Mostafa; [2020-07-06]
    Keywords : Test automation; Automatic test data generation; Stochastic test data generation; GödelTest;

    Abstract : Test data plays an important role in improving the quality and e ectiveness oftest cases and automatic generation of meaningful test data saves a lot of humane ort. There are several automatic test data generation approaches; stochastictest data generation is one of them. READ MORE