Essays about: "Naïve Bayes"

Showing result 11 - 15 of 184 essays containing the words Naïve Bayes.

  1. 11. A COMPARATIVE ANALYSIS OF NLP ALGORITHMS FOR IMPLEMENTING AI CONVERSATIONAL ASSISTANTS : Comparative Analysis of NLP Algorithms for NLI

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

    Author : Aanchal Upreti; [2023]
    Keywords : Software Engineering;

    Abstract : The rapid adoption of low-code/no-code software systems has reshaped the landscape of software development, but it also brings challenges in usability and accessibility, particularly for those unfamiliar with the specific components and templates of these platforms. This thesis targets improving the developer experience in Nokia Corporation's low-code/no-code software system for network management through the incorporation of Natural Language Interfaces (NLIs) using Natural Language Processing (NLP) algorithms. READ MORE

  3. 12. Design an emotionally positive experience via sentiment classification for social media recommendation systems : A case study in TikTok

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

    Author : Yawen Deng; [2023]
    Keywords : recommendation system; social application; sentiment classification; emotions; UX; rekommendationssystem; social tillämpning; känslolägesklassificering; känslor; UX;

    Abstract : Recommendation system benefits social media by attracting users with the posts they prefer. The recommended posts, however, may not align with what users really need to browse, especially in terms of emotion. READ MORE

  4. 13. A Hybrid Approach to Hate Speech Detection

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Simon Rickardsson; [2023]
    Keywords : ;

    Abstract : An interesting question is to what extent can background knowledge help in the context of text classification. To address this in more detail, can a traditional rulebased classifier help boost the accuracy of learned models? We explore this here for detecting hate speech and offensive language in online text. READ MORE

  5. 14. System Integration and Verification Verdict Automation using Machine Learning

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Anthony Kommareddy; [2023]
    Keywords : Error Detection; Machine Learning; Deep Learning; Log Files; Verdicts.;

    Abstract : Context: The volume of log files is massive as they contain vital information about the application’s behavior; they map out broad parts of the application, allowing us to understand how every component behaves, whether normally or abnormally. As a result, it is critical to examine the log files to see if the system is deviating from its usual path. READ MORE

  6. 15. Supervised classification for human movement data : A comparative study of functional and traditional methods

    University essay from Umeå universitet/Statistik

    Author : Markus Lindvall; [2023]
    Keywords : ;

    Abstract : Functional data analysis (FDA) has a growing importance in statistics, especially in disciplines like biomechanics, where it is common to observe data over time. The objective of this thesis is to employ FDA techniques and compare the classification performance of supervised classification models utilizing functional data with the same models using a discrete summary measurement (max-values) as input. READ MORE