Essays about: "similarity"

Showing result 11 - 15 of 844 essays containing the word similarity.

1. 11. On Predicating Is it done non-committally?

   University essay from Göteborgs universitet/Institutionen för filosofi, lingvistik och vetenskapsteori

   Author : Erik Jansson; [2023-01-24]
   Keywords : ;

   Abstract : Two proponents of the Act-Based view on propositions, Hanks and Soames, have taken two different stances on how we should view predication. Soames views it as a non-committal act and Hanks views it as a committal act. Hanks has argued that Soames’s view is incoherent. READ MORE

3. 12. Generating an Interpretable Ranking Model: Exploring the Power of Local Model-Agnostic Interpretability for Ranking Analysis

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Laura Galera Alfaro; [2023]
   Keywords : Explainable Artificial Intelligence; Learning To Rank; Local ModelAgnostic Interpretability; Ranking Generalized Additive Models;

   Abstract : Machine learning has revolutionized recommendation systems by employing ranking models for personalized item suggestions. However, the complexity of learning-to-rank (LTR) models poses challenges in understanding the underlying reasons contributing to the ranking outcomes. READ MORE

4. 13. Forecasting With Feature-Based Time Series Clustering

   University essay from Jönköping University/Tekniska Högskolan

   Author : Conrad Tingström; Johan Åkerblom Svensson; [2023]
   Keywords : demand forecasting; time series prediction; time series clustering;

   Abstract : Time series prediction plays a pivotal role in various areas, including for example finance, weather forecasting, and traffic analysis. In this study, time series of historical sales data from a packaging manufacturer is used to investigate the effects that clustering such data has on forecasting performance. READ MORE

5. 14. Analyzing the Influence of Synthetic andAugmented Data on Segmentation Model

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Alex Peschel; [2023]
   Keywords : Artificial Intelligence; Microorganisms; Segmentation; Synthesizing; Augmentation;

   Abstract : The field of Artificial Intelligence (AI) has experienced unprecedented growth in recent years, thanks to the numerous applications related to speech recognition, natural language processing, and computer vision. However, one of the challenges facing AI is the requirement for large amounts of energy, time, and data to be effective and accurate. READ MORE

6. 15. Restaurant Daily Revenue Prediction : Utilizing Synthetic Time Series Data for Improved Model Performance

   University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

   Author : Stella Jarlöv; Anton Svensson Dahl; [2023]
   Keywords : demand forecasting; data augmentation; time series data; machine learning; restaurant industry; generative adversarial networks; TimeGAN; XGBoost;

   Abstract : This study aims to enhance the accuracy of a demand forecasting model, XGBoost, by incorporating synthetic multivariate restaurant time series data during the training process. The research addresses the limited availability of training data by generating synthetic data using TimeGAN, a generative adversarial deep neural network tailored for time series data. READ MORE