Essays about: "support vector machine SVM"

Showing result 1 - 5 of 129 essays containing the words support vector machine SVM.

  1. 1. Text analysis for email multi label classification

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

    Author : Kyriaki Paniskaki; Sanjit Harsha Kadam; [2020-07-08]
    Keywords : natural language processing; machine learning; multi label text classification; deep neural networks; bilingual texts; emails; short texts;

    Abstract : This master’s thesis studies a multi label text classification task on a small dataset of bilingual, English and Swedish, short texts (emails). Specifically, the size ofthe data set is 5800 emails and those emails are distributed among 107 classes withthe special case that the majority of the emails includes the two languages at thesame time. READ MORE

  2. 2. CONSTRUCTION EQUIPMENT FUEL CONSUMPTION DURING IDLING : Characterization using multivariate data analysis at Volvo CE

    University essay from Mälardalens högskola/Akademin för ekonomi, samhälle och teknik

    Author : Mujtaba Hassani; [2020]
    Keywords : Idling condition; environmental effect; diesel fuel; machine learning; multivariate data analysis; partial least square regression; support vector machine regression; principal component analysis; principal component regression; correlation coefficient matrix; artificial neural network; exhaust emission reduction techniques; global warming; emission regulation; CO2 estimation techniques; Gaussian process regression;

    Abstract : Human activities have increased the concentration of CO2 into the atmosphere, thus it has caused global warming. Construction equipment are semi-stationary machines and spend at least 30% of its life time during idling. The majority of the construction equipment is diesel powered and emits toxic emission into the environment. READ MORE

  3. 3. Prediction of COVID-19 using Machine Learning Techniques

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap; Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Durga Mahesh Matta; Meet Kumar Saraf; [2020]
    Keywords : COVID-19; Machine Learning; Prediction; Supervised Learning; Classification Techniques;

    Abstract : Background: Over the past 4-5 months, the Coronavirus has rapidly spread to all parts of the world. Research is continuing to find a cure for this disease while there is no exact reason for this outbreak. As the number of cases to test for Coronavirus is increasing rapidly day by day, it is impossible to test due to the time and cost factors. READ MORE

  4. 4. 'Sorry, I didn't understand that' : A comparison of methods for intent classification for social robotics applications

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

    Author : Mikaela Åstrand; [2020]
    Keywords : ;

    Abstract : An important feature in a social robot is the ability to understand natural language. One of the core components in a typical system for natural language understanding (NLU) is so called intent classification; the action of classifying user utterances based on the underlying intents of the user. READ MORE

  5. 5. Multilingual identification of offensive content in social media

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : Marc Pàmies Massip; [2020]
    Keywords : offensive language; hate speech; twitter; social media; nlp; ai; natural language processing; artificial intelligence; machine learning; bert; text classification;

    Abstract : In today’s society there is a large number of social media users that are free to express their opinion on shared platforms. The socio-cultural differences between the people behind those accounts (in terms of ethnicity, gender, sexual orientation, religion, politics, . . . READ MORE