Essays about: "TF"

Showing result 11 - 15 of 103 essays containing the word TF.

  1. 11. Exploring Patient Classification Based on Medical Records : The case of implant bearing patients

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : Benjamin Danielsson; [2022]
    Keywords : ;

    Abstract : In this thesis, the application of transformer-based models on the real-world task of identifying patients as implant bearing is investigated. The task is approached as a classification task and five transformer-based models relying on the BERT architecture are implemented, along with a Support Vector Machine (SVM) as a baseline for comparison. READ MORE

  3. 12. Root Cause Analysis and Classification for Firewall Log Events Using NLP Methods

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

    Author : Tongxin Wang; [2022]
    Keywords : Log Analysis; BERT; Natural Language Processing; Log Classification; Transformers; Log Analysis; BERT; Naturligt språk-behandling; Log-Klassificering; Transformers;

    Abstract : Network log records are robust evidence for enterprises to make error diagnoses. The current method of Ericsson’s Networks team for troubleshooting is mainly by manual observation. However, as the system is getting vast and complex, the log messages show a growth trend. READ MORE

  4. 13. Free-text Informed Duplicate Detection of COVID-19 Vaccine Adverse Event Reports

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Erik Turesson; [2022]
    Keywords : Duplicate detection; Deduplication; Record linkage; Adverse Event Reports; COVID-19 Vaccines; Uppsala Monitoring Centre; VigiBase; Machine Learning; Gradient Boosted Decision Trees; BERT; Natural Language Processing; Pharmacovigilance; Individual Case Safety Reports;

    Abstract : To increase medicine safety, researchers use adverse event reports to assess causal relationships between drugs and suspected adverse reactions. VigiBase, the world's largest database of such reports, collects data from numerous sources, introducing the risk of several records referring to the same case. READ MORE

  5. 14. Evaluating machine learning strategies for classification of large-scale Kubernetes cluster logs

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Pawan Sarika; [2022]
    Keywords : Kubernetes logs; feature selection; feature extraction; multi-class classification; Computational cost;

    Abstract : Kubernetes is a free, open-source container orchestration system for deploying and managing Docker containers that host microservices. Its cluster logs are extremely helpful in determining the root cause of a failure. However, as systems become more complex, locating failures becomes more difficult and time-consuming. READ MORE

  6. 15. AUTOMATED ACCOUNTING USING MACHINE MACHINE LEARNING

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Meenal Pathak; [2022]
    Keywords : ;

    Abstract : The advancements in machine learning and artificial intelligence have touched all the traditional professions. Accountancy is changing and developing as a result of technology and it’s giving rise to a new domain called Accounting Engineering. READ MORE