Essays about: "probabilistic analysis"

Showing result 1 - 5 of 108 essays containing the words probabilistic analysis.

  1. 1. Probabilistic Forecasting through Reformer Conditioned Normalizing Flows

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

    Author : Samuel Norling; [2022]
    Keywords : ;

    Abstract : Forecasts are essential for human decision-making in several fields, such as weather forecasts, retail prices, or stock predictions. Recently the Transformer neural network, commonly used for sequence-to-sequence tasks, has shown great potential in achieving state-of-the-art forecasting results when combined with density estimations models such as Autoregressive Flows. READ MORE

  3. 2. The adaption of AI for marketing management : A case study of AI’s influence in decision making

    University essay from Högskolan Dalarna/Institutionen för kultur och samhälle

    Author : George Iskef; [2022]
    Keywords : Artificial Intelligence; Marketing Management; Decision Making;

    Abstract : The following research builds an understanding of the practical implication of AI to marketing management. The study explores the research problem based on the empiricism of professionals. The investigation regards their perceptual understanding of AI's applicable influence on their responsibilities. READ MORE

  4. 3. Japanese Translation of Technical Terms in Debian

    University essay from Högskolan Dalarna/Institutionen för språk, litteratur och lärande

    Author : Andreas Gustafsson; [2022]
    Keywords : Catford’s probabilistic notion of textual equivalence; technical term translation; Debian; quantitative translation; Japanese translation; information technology translation;

    Abstract : The notion that consistency is important when translating technical terms is nothing new in itself. Despite this, it is not uncommon to see the very same technical terms being translated into a multitude of words, even when various efforts to unify the process have been proposed. READ MORE

  5. 4. Generative Modelling and Probabilistic Inference of Growth Patterns of Individual Microbes

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Shashi Nagarajan; [2022]
    Keywords : Generative modelling; probabilistic inference; Nuisance Variable Elimination; Variational Inference; microfluidic single cell cultivations;

    Abstract : The fundamental question of how cells maintain their characteristic size remains open. Cell size measurements made through microscopic time-lapse imaging of microfluidic single cell cultivations have posed serious challenges to classical cell growth models and are supporting the development of newer, nuanced models that explain empirical findings better. READ MORE

  6. 5. Mescape - A probabilistic mesoscopic model for fire evacuation in large gatherings

    University essay from Lunds universitet/Avdelningen för Brandteknik

    Author : Lorenzo Contini; [2022]
    Keywords : Human behaviour; crowd evacuation; mesoscopic modelling; hydraulic model; large gatherings; fire safety; performance-based design; quantitative risk assessment; consequence analysis; uncertainty analysis; probabilistic modelling; Technology and Engineering;

    Abstract : This study presents a mesoscopic model that predicts pedestrian evacuation in large gatherings with probabilistic methods. The model is based on a coarse network representation of buildings, where occupants are treated at a different scale according to their location. READ MORE