Essays about: "forecast classes"

Showing result 1 - 5 of 16 essays containing the words forecast classes.

1. 1. Improving Visibility Forecasts in Denmark Using Machine Learning Post-processing

   University essay from Uppsala universitet/Luft-, vatten- och landskapslära

   Author : August Thomasson; [2023]
   Keywords : visibility forecast; fog; machine learning; numerical weather predicition; XGBoost; Random Forest; siktprognos; dimma; maskininlärning; numerisk vädermodell; XGBoost; Random Forest;

   Abstract : Accurate fog prediction is an important task facing forecast centers since low visibility can affect anthropogenic systems, such as aviation. Therefore, this study investigates the use of Machine Learning classification algorithms for post-processing the output of the Danish Meteorological Institute’s operational Numerical Weather Prediction (NWP) model to improve visibility prediction. READ MORE

3. 2. Forecasting Football Corner Odds: Statistical Modelling, Betting Strategies and Assessing Market Efficiency

   University essay from Lunds universitet/Matematisk statistik

   Author : Gustav Pålsson; Marcus Laurens; [2023]
   Keywords : Mathematics and Statistics;

   Abstract : Statistical modelling could be included in a betting strategy where the value of a bet is assessed by comparing model predictions and market odds. This thesis presents several models based on statistical learning methods for predicting the total number of corners in a football match. READ MORE

4. 3. After-Market Spare Parts Forecasting at Sandvik Stationary Crushing & Screening

   University essay from Lunds universitet/Produktionsekonomi

   Author : Artur Jusopov; Arian Marofkhani; [2022]
   Keywords : Forecasting; Intermittent Demand; Spare Parts; After-Market; Crostons; Exponential Smoothing; Hierarchical Forecasting; Technology and Engineering;

   Abstract : Title: After-Market Spare Parts Forecasting at Sandvik Stationary Crushing & Screening. Authors: Arian Marofkhani and Artur Jusopov Supervisors: Professor Gudrun Kiesmüller, Lund University, Faculty of Engineering, Division of Production Management. Macarena Ribalta, Planning & Logistics Manager, Sandvik Stationary Crushing & Screening. READ MORE

5. 4. A Case Study to develop and test GIS/SDSS methods to assess the production capacity of a Cocoa Site in Trinidad and Tobago

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Pritam Kumarsingh; [2021]
   Keywords : geography; GIS; MCA; Fuzzy; AHP; cocoa; SDSS; crop; management; climate; soil; agriculture; production; LGP; Trinidad; Tobago; Earth and Environmental Sciences;

   Abstract : Pritam Kumarsingh A Case Study to develop and test GIS/SDSS methods to assess the production capacity of a Cocoa Site in Trinidad and Tobago Trinidad and Tobago has achieved world-wide affirmation for its unique fine and flavour cocoa (Theobroma cacao). This classification of cocoa commands price premiums on the global market. READ MORE

6. 5. AUTOMATED OPTIMAL FORECASTING OF UNIVARIATE MONITORING PROCESSES : Employing a novel optimal forecast methodology to define four classes of forecast approaches and testing them on real-life monitoring processes

   University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

   Author : Stanislav Razroev; [2019]
   Keywords : predictions; forecasting; optimal forecasting; forecast classes; optimality rules; ensemble forecasting; state switching; combinational forecasting; optimality framework; exponential smoothing; ARIMA; ARMA; SARIMA; Double-Seasonal Holt-Winters; time series; Wikipedia; Wikimedia; Wikipedia data; Twitter; Twitter data; electricity data; monitoring processes; monitoring process; monitoring; error metrics; outliers; missing values;

   Abstract : This work aims to explore practical one-step-ahead forecasting of structurally changing data, an unstable behaviour, that real-life data connected to human activity often exhibit. This setting can be characterized as monitoring process. READ MORE