Essays about: "AI-Based system"

Showing result 1 - 5 of 14 essays containing the words AI-Based system.

  1. 1. Detecting gastrointestinal abnormalities with binary classification of the Kvasir-Capsule dataset : A TensorFlow deep learning study

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Mathias Hollstensson; [2022]
    Keywords : TensorFlow; Image classification; Transfer learning; Binary classification; Data augmentation; Video capsule endoscopy; Kvasir-Capsule.;

    Abstract : The early discovery of gastrointestinal (GI) disorders can significantly decrease the fatality rate of severe afflictions. Video capsule endoscopy (VCE) is a technique that produces an eight hour long recording of the GI tract that needs to be manually reviewed. READ MORE

  2. 2. Increasing the Trustworthiness ofAI-based In-Vehicle IDS usingeXplainable AI

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Hampus Lundberg; [2022]
    Keywords : Intrusion Detection System; In-Vehicle Intrusion Detection System; Machine Learning; Deep Learning; Explainable Artificial Intelligence; Trustworthiness.;

    Abstract : An in-vehicle intrusion detection system (IV-IDS) is one of the protection mechanisms used to detect cyber attacks on electric or autonomous vehicles where anomaly-based IDS solution have better potential at detecting the attacks especially zero-day attacks. Generally, the IV-IDS generate false alarms (falsely detecting normal data as attacks) because of the difficulty to differentiate between normal and attack data. READ MORE

  3. 3. Machine Learning in RegulatoryCompliance Software Systems : An Industrial Case Study

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Maryam Rezaei; [2022]
    Keywords : Digital Compliance; Regulatory Compliance; AI-Based system; Ma- chine Learning; Risk Framework;

    Abstract : The presented study investigates the role of Machine Learning in Regulatory Compliance software systems by conducting a case study in the maritime industry. There is a need to obtain a clear understanding of Machine Learning approaches for automating regulatory compliance. READ MORE

  4. 4. Artificial Intelligence applications for railway signalling

    University essay from KTH/Transportplanering

    Author : Benjamin Smakic; [2021]
    Keywords : Artificial Intelligence; AI; Machine Learning; ML; Computer Vision; railway signalling; ERTMS level 3; GPS; autonomous train operations; Artificiell Intelligens; Maskininlärning; datorseende; signalteknik; autonoma tåg; självkörande tåg.;

    Abstract : The main purpose of this Master Thesis is to investigate how front-facing, train-mounted cameras and Computer Vision, a type of Artificial Intelligence (AI), can be used to compensate for GPS inaccuracies. By using footage from track-recording cameras, Computer Vision can be utilized to determine the number of tracks and the track occupancy of the train, which would compensate GPS inaccuracies in the lateral positioning. READ MORE

  5. 5. Artificial intelligence as a decision support system in property development and facility management

    University essay from Högskolan i Borås/Akademin för textil, teknik och ekonomi

    Author : Andreas Berggren; Martin Gunnarsson; Johannes Wallin; [2021]
    Keywords : artificial intelligence; property development; facility management; decision support system; machine learning; risk analysis; market analysis; risk matrices; AI health care planning; process mapping; artificiell intelligens; fastighetsutveckling; fastighetsförvaltning; riskanalys; marknadsanalys; beslutsstödssystem; maskininlärning; riskmatris; AI-vårdplanering; processkartläggning;

    Abstract : The construction industry has been hesitant for a long time to apply new technologies. In property development, the industry relies heavily on employees bringing experience from one project to another. These employees learn to manage risks in connection with the acquisition of land, but when these people retire, the knowledge disappears. READ MORE