Essays about: "Classification"

Showing result 1 - 5 of 1948 essays containing the word Classification.

  1. 1. Support Unit Classification through Supervised Machine Learning

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

    Author : Jakob Pehrson; Sara Lindstrand; [2020]
    Keywords : Chatbot; customer satisfaction; productivity; and neural networks; Chatbot; kundnöjdhet; produktivitet; och neurala nätverk;

    Abstract : The purpose of this article is to evaluate the impact a supervised machine learning classification model can have on the process of internal customer support within a large digitized company. Chatbots are becoming a frequently used utility among digital services, though the true general impact is not always clear. READ MORE

  2. 2. A comparative study on the unsupervised classification of rat neurons by their morphology

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

    Author : Sabrina Chowdhury; Added Kina; [2020]
    Keywords : ;

    Abstract : An ongoing problem regarding the automatic classification of neurons by their morphology is the lack of consensus between experts on neuron types. Unsupervised clustering using persistent homology as a descriptor for the morphology of neurons helps tackle the problem of bias in feature selection and has the potential of aiding neuroscience research in developing a framework for automatic neuron classification. READ MORE

  3. 3. Sustainable innovation in nature-based tourism from the  perspective of dynamic capabilities

    University essay from Uppsala universitet/Institutionen för samhällsbyggnad och industriell teknik

    Author : Shuangqi Liu; [2020]
    Keywords : Sustainable innovation; Dynamic capabilities; Nature-based tourism;

    Abstract : While traveling brings economic opportunities while climate change, resource depletion and the rapid growth of tourist numbers threaten the communities and ecology in the destination. Concerns about these threats require the sustainability of tourism in the destination, where local enterprises as the major players are encouraged to lead change by adopting sustainable innovation. READ MORE

  4. 4. NSGA-II DESIGN FOR FEATURE SELECTION IN EEG CLASSIFICATION RELATED TO MOTOR IMAGERY

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Robin Johansson; [2020]
    Keywords : ;

    Abstract : Feature selection is an important step regarding Electroencephalogram (EEG) classification, for a Brain-Computer Interface (BCI) systems, related to Motor Imagery (MI), due to large amount of features, and few samples. This makes the classification process computationally expensive, and limits the BCI systems real-time applicability. READ MORE

  5. 5. Sequence classification on gamified behavior data from a learning management system : Predicting student outcome using neural networks and Markov chain

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Niclas Elmäng; [2020]
    Keywords : Long Short-term Memory; Convolutional neural network; Markov Chain; Time series Classification; Gamification;

    Abstract : This study has investigated whether it is possible to classify time series data originating from a gamified learning management system. By using the school data provided by the gamification company Insert Coin AB, the aim was to distribute the teacher’s supervision more efficiently among students who are more likely to fail. READ MORE