Essays about: "Active processing"

Showing result 1 - 5 of 141 essays containing the words Active processing.

  1. 1. Evaluation of Open-source Threat Intelligence Platforms Considering Developments in Cyber Security

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Love Andrén; [2024]
    Keywords : Threat Intelligence; Open-source; Information Sharing; Cyber Security;

    Abstract : Background. With the increase in cyberattacks and cyber related threats, it is of great concern that the area still lacks the needed amount of practitioners. Open-source threat intelligence platforms are free platforms hosting related information to cyber threats. READ MORE

  3. 2. Analyzing the performance of active learning strategies on machine learning problems

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Vendela Werner; [2023]
    Keywords : computer science; bioinformatics; machine learning; active learning; artificial intelligence; supervised learning; Astrazeneca; maskininlärning; artificiell intelligens; datorvetenskap; active learning; bioinformatik; supervised learning;

    Abstract : Digitalisation within industries is rapidly advancing and data possibilities are growing daily. Machine learning models need a large amount of data that are well-annotated for good performance. To get well-annotated data, an expert is needed, which is expensive, and the annotation itself could be very time-consuming. READ MORE

  4. 3. Utilizing Transformers with Domain-Specific Pretraining and Active Learning to Enable Mining of Product Labels

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Erik Norén; [2023]
    Keywords : Machine Learning; Natural Language Processing; NLP; BERT; Active Learning; AL; Pharmacovigilance; UMC; Uppsala Monitoring Centre; Structured Product Label; SPL; Transformers; Domain-Specific Pretraining; NER; Named Entity Recognition; Adverse Drug Reaction; ADR;

    Abstract : Structured Product Labels (SPLs), the package inserts that accompany drugs governed by the Food and Drugs Administration (FDA), hold information about Adverse Drug Reactions (ADRs) that exists associated with drugs post-market. This information is valuable for actors working in the field of pharmacovigilance aiming to improve the safety of drugs. READ MORE

  5. 4. Initial Orbit Determination of Resident Space Objects From A Passive Optical Imaging System: : Application to Space Situational Awareness

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Jessica McKenna; [2023]
    Keywords : Space Situational Awareness; Space Science; Angles-Only Initial Orbit Determination;

    Abstract : The probability of satellite collisions and disintegrations cluttering the near-Earth orbital environmentis ever-growing. This is especially true for the congested Low Earth Orbit (LEO) regime; once a critical density of objects is reached, a collisional cascading is projected to generate runaway growth of theorbital population. READ MORE

  6. 5. THE RE-EMERGENCE OF A PSYCHIATRIC PARADIGM : A SYSTEMATIC REVIEW AND META-ANALYSIS OF THE EFFICACY OF MDMA-ASSISTED AND PSILOCYBIN-ASSISTED PSYCHOTHERAPY FOR PTSD AND MDD

    University essay from Umeå universitet/Institutionen för psykologi

    Author : Andreas Johansson; [2023]
    Keywords : ;

    Abstract : Psychedelic research became throttled in the 1970s, though the clinical interest for psychedelics has seen a resurgence in the last couple of decades for their application as psychotherapy-adjunct substances used to treat various psychological disorders. Primarily mediated through agonism at the serotonin 2a receptor, psychedelics encompass and subsequently effect vast areas of the brain and implicates several limbic structures of relevance for emotional processing. READ MORE