Sökning: "Heuristic rules"

Visar resultat 1 - 5 av 25 uppsatser innehållade orden Heuristic rules.

  1. 1. Applications of Formal Explanations in ML

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Nikolaos Smyrnioudis; [2023]
    Nyckelord :Machine Learning; eXplainable Artifical Intelligence; Formal Verification of Machine Learning models; Maskininlärning; förklarbar artificiell intelligens; formell verifiering av maskininlärningsmodeller;

    Sammanfattning : The most performant Machine Learning (ML) classifiers have been labeled black-boxes due to the complexity of their decision process. eXplainable Artificial Intelligence (XAI) methods aim to alleviate this issue by crafting an interpretable explanation for a models prediction. LÄS MER

  3. 2. Information Extraction from Invoices using Graph Neural Networks

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Tuoyuan Tan; [2023]
    Nyckelord :Natural Language Processing; Information Extraction; Graph Neural Networks; Invoice; Behandling av naturligt språk; informationsutvinning; grafiska neurala nätverk; faktura;

    Sammanfattning : Information Extraction is a sub-field of Natural Language Processing that aims to extract structured data from unstructured sources. With the progress in digitization, extracting key information like account number, gross amount, etc. from business invoices becomes an interesting problem in both industry and academy. LÄS MER

  4. 3. Mapping out the impact of surveillance technology: research, professionals, and public opinion : A mixed methods approach

    Master-uppsats, Linnéuniversitetet/Institutionen för informatik (IK)

    Författare :Kalle Karlsson; [2022]
    Nyckelord :Topic modeling; Panopticon; Surveillance Technology; Twitter; Altmetrics; Surveillance Theory; CCTV; AI; Big Data;

    Sammanfattning : Combating crime is a complex task with cultural, political, and legal dimensions. In technologically advanced societies, surveillance technology can be used to aid law enforcement. A few examples of such tools are drones, cameras, and wiretaps to mention a few. LÄS MER

  5. 4. Study of an automated testing procedure with dynamic job scheduling and automatic error handling

    Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Industriell elektroteknik och automation

    Författare :Tom Andersson; [2021]
    Nyckelord :Automation; Testing; Dynamic job scheduling; Automatic error handling; Concept generation; Heuristic rules; Dispatching rules; Branch and bound; A*; Dynamic programming; Beam search; Genetic algorithms; Tabu search; Simulations; C#; Technology and Engineering;

    Sammanfattning : During the production of Axis's cameras, the optics modules have to do a number of tests and calibrations that are performed in different test stations. The test and calibration sequence differs between different models. This has so far been done manually by having operators move the units between test stations. LÄS MER

  7. 5. Optimal torque split strategy for BEV powertrain considering thermal effects

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Dhananjay Yadav; [2021]
    Nyckelord :Optimal torque-split control strategy; battery electric vehicles; thermal model of electric machines; system identification; model order reduction; co-simulation.; Optimal vridmomentsdelningsstyrningsstrategi; batteridrivna fordon; termiska modeller av elektriska maskiner; systemidentifiering; minskning av modellorder; samsimulering.;

    Sammanfattning : A common architecture for electric vehicles is to have two electric machines one each on the front and rear axle. Despite the redundancy, this configuration ensures performance. Being energy efficient is equally important for electric vehicles to deliver a sufficiently high range. LÄS MER