Essays about: "post hoc analysis"

Showing result 6 - 10 of 37 essays containing the words post hoc analysis.

  1. 6. Explainability Methods for Transformer-based Artificial Neural Networks: : a Comparative Analysis

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

    Author : Eliott Remmer; [2022]
    Keywords : XAI; NLP; Transformers; BERT; explainable predictions; SHAP; Attention; XAI; NLP; Transformers; BERT; förklarbara förutsägelser; SHAP; Attention;

    Abstract : The increasing complexity of Artificial Intelligence (AI) models is accompanied by an increase in difficulty in interpreting model predictions. This thesis work provides insights and understanding of the differences and similarities between explainability methods for AI models. READ MORE

  3. 7. Survivability Prediction and Analysis using Interpretable Machine Learning : A Study on Protecting Ships in Naval Electronic Warfare

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Sidney Rydström; [2022]
    Keywords : Electronic warfare; machine learning; statistics; Artificial Neural Networks; ANN; multi-layer perceptron; multi-task learning; interpretable machine learning; Shapley values; kernel SHAP;

    Abstract : Computer simulation is a commonly applied technique for studying electronic warfare duels. This thesis aims to apply machine learning techniques to convert simulation output data into knowledge and insights regarding defensive actions for a ship facing multiple hostile missiles. READ MORE

  4. 8. Taxonomy of the Rufous-naped lark (Mirafra africana) complex based on song analysis

    University essay from Uppsala universitet/Institutionen för biologisk grundutbildning; Uppsala universitet/Zooekologi

    Author : Marianne Kristine Nymark; [2021]
    Keywords : rufous-naped; lark; mirafra; africana; systematics; taxonomy; ecology; zoology; song analysis; subspecies; integrative taxonomy; clinal variation; LDA; post hoc Tukey HSD test; Raven Pro;

    Abstract : The Rufous-naped lark Mirafra africana complex consists of 22 subspecies spread across the African continent. Several of the subspecies have recently been suggested to potentially be treated as separate species. In this study a comparative analysis was done on the song from seven of the subspecies: M. a. READ MORE

  5. 9. Samband mellan ståndortsfaktorer, genetik och historiska skördedata från tall- och granfröplantager : krävs ökad precision vid val av lokaler för nya fröplantager?

    University essay from SLU/Dept. of Forest Ecology and Management

    Author : Martina Lundkvist; [2021]
    Keywords : variansanalys; fröproduktion; jordartstextur; temperatursumma; altitud; sydförflyttning;

    Abstract : Fröplantager används i stor skala för att dra nytta av vinsterna från den genetiska skogsträdsförädlingen. I denna studie undersöktes eventuella samband mellan historiska skördedata från fröplantager (82 tall- och 34 granfröplantager) och faktorerna jordartstextur, dränering, temperatursumma, altitud, sydförflyttning samt plantagematerialets genetiska vinst. READ MORE

  6. 10. Performance Evaluation of WebRTC Server On Different Container Technologies : Kubernetes and Docker Swarm

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Naga Vyshnavi Kukkapalli; [2021]
    Keywords : Docker Orchestration; Kubernetes; Docker Swarm; WebRTC; Kurento; Containers; Real-Time communication; Prometheus;

    Abstract : Background:  Cloud computing technology has come a long way with various technological advancements in the past few years. It has been accelerated with the evolution of various virtualization technologies. READ MORE