Essays about: "thesis in information systems expert system"

Showing result 1 - 5 of 32 essays containing the words thesis in information systems expert system.

  1. 1. Cyber Threat Detection using Machine Learning on Graphs : Continuous-Time Temporal Graph Learning on Provenance Graphs

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

    Author : Jakub Reha; [2023]
    Keywords : Graph neural networks; Temporal graphs; Benchmark datasets; Anomaly detection; Heterogeneous graphs; Provenance graphs; Grafiska neurala nätverk; temporala grafer; benchmark-datauppsättningar; anomalidetektering; heterogena grafer; härkomstgrafer;

    Abstract : Cyber attacks are ubiquitous and increasingly prevalent in industry, society, and governmental departments. They affect the economy, politics, and individuals. READ MORE

  3. 2. Evolutionary Belief Rule based Explainable AI to Predict Air Pollution

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Sharif Noor Zisad; [2023]
    Keywords : Explainable AI; Explainability; Transparency; Belief Rule Based Expert System; Evolutionary Algorithm; Deep Learning;

    Abstract : This thesis presents a novel approach to make Artificial Intelligence (AI) more explainable by using a Belief Rule Based Expert System (BRBES). A BRBES is a type of expert system that can handle both qualitative and quantitative information under uncertainty and incompleteness by using if-then rules with belief degrees. READ MORE

  4. 3. Fault detection and diagnosis through tool based expert rule methodology

    University essay from KTH/Hållbara byggnader

    Author : RODRIGO ESTUARDO PÉREZ ARBIZÚ; [2023]
    Keywords : ;

    Abstract : This thesis aims to develop a set of expert rules for fault detection and diagnosis,specifically for the Korsningen HVAC system, which has different sections, includingheat pumps, ventilation, supply/return hot and cold, chill beams, and radiators.The analysis focuses on identifying the most important sensors and other componentsthat provide valuable information to compress the data and improve systemreliability, reduce downtime, and increase efficiency. READ MORE

  5. 4. Pre-classification of Hairy Cells Using Supervised Contrastive Learning

    University essay from Lunds universitet/Matematik LTH

    Author : Alexia Han; Rebecca Schömer Ericsson; [2022]
    Keywords : supervised contrastive learning; hairy cells; abnormal lymphocytes; deep learning; Cellavision; Xception; artificial neural network; convolutional neural networks; Mathematics and Statistics;

    Abstract : Differential of the peripheral blood is an important tool when assessing blood-related diseases. Lymphocytes are part of the immune system and morphological changes thereof should raise attention. READ MORE

  6. 5. The E-krona and Traceability of Your Payment Data : An analysis of the fundamental differences and privacy-related impacts of the Riksbank’s e-krona pilot in comparison with card-based transactions

    University essay from Uppsala universitet/Juridiska institutionen

    Author : Lovisa Stenbacka; [2022]
    Keywords : e-krona; traceability; payment data; data protection; law; financial secrecy; AML; rule of law; democracy; technology; legal informatics; legal policy; law and technology; constitutional provisions; DLT; blockchain; wallet-id; information security; fintech; financial technology; the Riksbank; central bank; money; Riksbanken; finansiell teknologi; e-kronan; digital centralbanksvaluta; statlig kontroll; centralbank; konstitutionella förpliktelser; demokrati; skydd för betaldata; skydd för personuppgifter; finansiell sekretess; banksekretess; penningtvätt; informationsteknologi; rättsinformatik; rättspolitik;

    Abstract : The Riksbank is currently investigating the possibility of producing a Central Bank Digital Currency in Sweden, called “e-krona”, implemented through an “e-krona network” on a platform based on Distributed Ledger Technology. By applying the methodology of legal dogmatics, legal informatics, and a legal policy perspective, this thesis examines and analyses some of the fundamental differences in Sweden’s current payment system for transactions at the point of sale, comparing debit card-based transactions with payments using the model of the Riksbank’s e-krona pilot. READ MORE