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Showing result 1 - 5 of 70 essays matching the above criteria.

  1. 1. Biases in AI: An Experiment : Algorithmic Fairness in the World of Hateful Language Detection

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

    Author : Anna Stozek; [2023]
    Keywords : machine learning; algorithmic fairness; unintended bias; sentiment analysis; automated hate detection; maskininlärning; algoritmisk rättvisa; oavsiktlig bias; sentimentanalys; automatisk hatdetektion;

    Abstract : Hateful language is a growing problem in digital spaces. Human moderators are not enough to eliminate the problem. Automated hateful language detection systems are used to aid the human moderators. One of the issues with the systems is that their performance can differ depending on who is the target of a hateful text. READ MORE

  3. 2. Parameter Estimation and Simulation of Driving Datasets

    University essay from KTH/Väg- och spårfordon samt konceptuell fordonsdesign

    Author : Bojian Qu; [2023]
    Keywords : autonomous vehicles; safety assessment; trajectory generation; safety-critical scenarios; density estimation; approximate inference; självkörande fordon; säkerhetsbedömning; bana generering; säkerhetskritiska scenarier; densitetsuppskattning; ungefärlig slutledning;

    Abstract : The development of autonomous driving in recent years has been in full swing and one of the aspects that Autonomous Vehicles (AVs) should always focus on is safety. Although the corresponding technology has gradually matured, and AVs have performed well in a large number of tests, people are still uncertain whether AVs can cope with all possible situations. READ MORE

  4. 3. ML enhanced interpretation of failed test result

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

    Author : Hiranmayi Pechetti; [2023]
    Keywords : Data Parsing; Machine Learning; Log file Analysis; Text Classification; Supervised Classification; Dataanalys; maskininlärning; loggfilsanalys; textklassificering; Övervakad klassificering;

    Abstract : This master thesis addresses the problem of classifying test failures in Ericsson AB’s BAIT test framework, specifically distinguishing between environment faults and product faults. The project aims to automate the initial defect classification process, reducing manual work and facilitating faster debugging. READ MORE

  5. 4. Quality Control: Detect Visual Defects on Products Using Image Processing and Deep Learning

    University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Author : Isac Pettersson; Johan Skäremo; [2023]
    Keywords : Computer vision; Deep learning; image processing; Defect detection; Small object detection;

    Abstract : Computer vision, a prominent subfield of artificial intelligence, has gained widespread util-ization in diverse domains such as surveillance, security, and robotics. This research en-deavors to develop an semi-automated defect detection system serving as a quality controlassurance mechanism for Nolato MediTor, a manufacturing company within the medicaldevice industries engaged in the production of anesthesia breathing bags. READ MORE

  6. 5. Automating Regression Testing In a Domain Specific SaaS Setting

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

    Author : Renefalk Oskar; [2023]
    Keywords : ;

    Abstract : This thesis aims to provide insights into how implementing an automated solution for regression testing in a domain-specific SaaS environment can address common regression testing challenges such as high cost or poor test result visualization. Additionally, it presents a practical demonstration of how to approach these challenges and the potential development of the solution. READ MORE