Essays about: "kausala grafer"

Found 4 essays containing the words kausala grafer.

  1. 1. Finding Causal Relationships Among Metrics In A Cloud-Native Environment

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

    Author : Suresh Rishi Nandan; [2023]
    Keywords : Causality; Causal Discovery; Bayesian Network; Conditional Independence; Partial Correlation; Ensemble Causal Discovery; Anomaly Detection; Causal Graphs; Causality; Causal Discovery; Bayesian Network; Conditional Indeberoende; partiell korrelation; Ensemble Causal Discovery; Anomali Detektion; kausala grafer;

    Abstract : Automatic Root Cause Analysis (RCA) systems aim to streamline the process of identifying the underlying cause of software failures in complex cloud-native environments. These systems employ graph-like structures to represent causal relationships between different components of a software application. READ MORE

  3. 2. Interactive Visual Exploration of Causal Structures for Neuropathic Pain Diagnosis

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

    Author : Yuwen Hu; [2021]
    Keywords : Causal structures; causality visualization; neuropathic pain; discomfort drawing; healthcare; interactive technologies.;

    Abstract : Revealing causal structures from observational data is an essential task in many data analysis issues across various domains, such as natural sciences, business, and healthcare. In healthcare, neuropathic pain is one of the most common medical problems, whose diagnosis process has well-understood causal structures. READ MORE

  4. 3. Causal Discovery Algorithms for Context-Specific Models

    University essay from KTH/Matematisk statistik

    Author : Mohamed Nazaal Ibrahim; [2021]
    Keywords : Causality; Causal Discovery; Statistics; Kausalitet; Kausal Upptäckt; Statistik;

    Abstract : Despite having a philosophical grounding from empiricism that spans some centuries, the algorithmization of causal discovery started only a few decades ago. This formalization of studying causal relationships relies on connections between graphs and probability distributions. READ MORE

  5. 4. Unsupervised Spatio-Temporal Activity Learning and Recognition in a Stream Processing Framework

    University essay from Linköpings universitet/Artificiell intelligens och integrerad datorsystem; Linköpings universitet/Tekniska högskolan

    Author : Mattias Tiger; [2014]
    Keywords : Activity learning; Activity recognition; Activity prediction; Unsupervised On-line learning; Artificial Intelligence; Spatio-temporal; Stream processing; Sparse Gaussian process;

    Abstract : Learning to recognize and predict common activities, performed by objects and observed by sensors, is an important and challenging problem related both to artificial intelligence and robotics.In this thesis, the general problem of dynamic adaptive situation awareness is considered and we argue for the need for an on-line bottom-up approach. READ MORE