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Showing result 6 - 10 of 10 essays matching the above criteria.

  1. 6. Statistical Modelling of Plug-In Hybrid Fuel Consumption : A study using data science methods on test fleet driving data

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Theodor Matteusson; Niclas Persson; [2020]
    Keywords : Machine learning; Data science; Plug-in hybrid electric vehicle; Charge depletion; Charge sustaining; Fuel consumption; Maskininlärning; Data science; Ladd-hybrider; Charge depletion; Charge sustaining; Bränsleförbrukning;

    Abstract : The automotive industry is undertaking major technological steps in an effort to reduce emissions and fight climate change. To reduce the reliability on fossil fuels a lot of research is invested into electric motors (EM) and their applications. READ MORE

  3. 7. Evaluation of Machine Learning Classification Methods : Support Vector Machines, Nearest Neighbour and Decision Tree

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

    Author : Sebastian Stiernborg; Sara Ervik; [2017]
    Keywords : ;

    Abstract : With more and more data available, the interest and use for machine learning is growing and so does the need for classification. Classifica- tion is an important method within machine learning for data simpli- fication and prediction. READ MORE

  4. 8. Evaluation of pixel based and object based classification methods for land cover mapping with high spatial resolution satellite imagery, in the Amazonas, Brazil

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Linnea Jonsson; [2015]
    Keywords : support vector machine; maximum likelihood; SPOT-5; classification; geography; physical geography; RBF-kernel; OBIA; multiresolution segmentation; Earth and Environmental Sciences;

    Abstract : In the state of Acre, Brazil, there is ongoing land use change, where inhabitants of this part of the Amazonian rainforest practice shifting agriculture. Practicing this type of agriculture is, according to the SKY Rainforest Rescue organization, damaging to forest ecosystems. READ MORE

  5. 9. Challenges With Session to Session Managementin Brain Computer Interfaces : A Comparison of Classification Methods for Motor Imagery Induced EEG Patterns

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

    Author : CHRISTOFFER PETTERSSON; ERIC SCHMIDT; [2014]
    Keywords : ;

    Abstract : Brain computer interfaces (BCIs) enable communication between a brain and a computer, without the need for any motor actions. Electroencephalography (EEG) signals can be used as input for a BCI, but they need to go through a number of steps in the BCI to create useableoutput. READ MORE

  6. 10. Automated Essay Scoring : Scoring Essays in Swedish

    University essay from Stockholms universitet/Avdelningen för datorlingvistik

    Author : Andre Smolentzov; [2013]
    Keywords : Automated Essay Scoring; Swedish Essays; supervised machine learning;

    Abstract : Good writing skills are essential in the education system at all levels. However, the evaluation of essays is labor intensive and can entail a subjective bias. Automated Essay Scoring (AES) is a tool that may be able to save teacher time and provide more objective evaluations. READ MORE