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Showing result 6 - 10 of 114 essays matching the above criteria.

  1. 6. The Impact of Parental Education on the Early Detection of Autism Spectrum Disorder in Children.

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Farahim Suleymanli; [2023]
    Keywords : ASD; DML; PLR; IRM; early detection; parental education; causal inference; Business and Economics;

    Abstract : Utilizing the Double Machine Learning (DML) framework with both Partially Linear Regression (PLR) and Interactive Regression Models (IRM), this study examined the crucial role of parental education in the early detection of Autism Spectrum Disorder (ASD). Analysis was conducted on comprehensive data from the National Survey of Children's Health spanning the years 2017 to 2021. READ MORE

  3. 7. Human-Like Chatbot : A quantitative study of the emotional response toward human-to-machine interaction

    University essay from Högskolan i Halmstad/Akademin för företagande, innovation och hållbarhet

    Author : Anastasiia Jönsson; Clara Nordberg; [2023]
    Keywords : Digital Marketing; Chatbot; Emotion; Empathy; Humanlike; Human-to-machine interaction; ChatGPT;

    Abstract : Problem formulation: The problem that the thesis research relates to is the limitations of artificially intelligent chatbots as interlocutors. The emotional component of communication plays an essential role in the customer experience, but many users have a negative attitude toward chatbots due to their lack of humanity and empathy. READ MORE

  4. 8. Prediction of dementia based on older adults’ sleep disturbances using machine learning: a controlled experiment.

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Joel Nyholm; [2023]
    Keywords : Dementia; Sleep; Risk factors; Machine learning;

    Abstract : Background. Sleep disturbances can indicate an increased risk of dementia. This study examines whether machine learning can predict this association and which sleep disturbance factors impact dementia. Methods. READ MORE

  5. 9. Prompt-learning and Zero-shot Text Classification with Domain-specific Textual Data

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Hengyu Luo; [2023]
    Keywords : prompt-learning; zero-shot; few-shot; text classification; domain-specific; retail sector domain; customer-agent interaction; transformer; large language models; ChatGPT; natural language processing; machine learning; deep learning;

    Abstract : The rapid growth of textual data in the digital age presents unique challenges in domain-specific text classification, particularly the scarcity of labeled data for many applications, due to expensive cost of manual labeling work. In this thesis, we explore the applicability of prompt-learning method, which is well-known for being suitable in few-shot scenarios and much less data-consuming, as an emerging alternative to traditional fine-tuning methods, for domain-specific text classification in the context of customer-agent interactions in the retail sector. READ MORE

  6. 10. Optimisation of warehouse for second-hand items using Machine Learning

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

    Author : Simon Osnes; [2023]
    Keywords : Second-hand; Machine Learning; Data Analysis; Feature Selection; Clustering; K-Means; Second-hand; Maskininlärning; Dataanalys; Urval av Attributer; Klustring; K-Means;

    Abstract : Warehouse management and organisation often use the popularity of items to assign placements in the warehouse and predict sales. However, when dealing with only unique second-hand items another solution is needed. READ MORE