Essays about: "Learning from Failure."

Showing result 31 - 35 of 129 essays containing the words Learning from Failure..

1. 31. Utilizing Hybrid Ensemble Prediction Model In Order to Predict Energy Demand in Sweden : A Machine-Learning Approach

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

   Author : Binxin Su; [2022]
   Keywords : Energy Demand Prediction; Machine Learning; Hybrid Model; Ensemble Model; Random Forest; XGBoost; CatBoost; Prognos av Energiefterfrågan; Maskininlärning; Hybridmodell; Ensemblemodell; Random Forest; XGBoost; CatBoost;

   Abstract : Conventional machine learning (ML) models and algorithms are constantly advancing at a fast pace. Most of this development are due to the implementation of hybrid- and ensemble techniques that are powerful tools to complement and empower the efficiency of the algorithms. READ MORE

3. 32. Testprioritering med stöd av maskininlärning

   University essay from

   Author : Teo Becerra; Erik Zeidlitz; [2021-06-01T08:46:44Z 2021-06-01T08:46:44Z 2021 2020]
   Keywords : Test Prioritization; Machine Learning; Regression Testing; Continuous Integration; Optimization; Python;

   Abstract : Regression testing is an integral part of the continuous integration software development practice. As testing suites grow larger and execution time increases the development cycle slows down. By prioritizing tests within a given test suite development time can be optimized if tests more likely to fail are executed first. READ MORE

4. 33. Application failure predictions from neural networks analyzing telemetry data

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Max Rylander; Filip Hultgren; [2021]
   Keywords : ;

   Abstract : ith the revolution of the internet, new applications have emerged in our daily life. People are dependent on services for transportation, bank matters, and communication. Services availability is crucial for their survival and competition against other service providers. Achieving good availability is a challenging task. READ MORE

5. 34. Shaping The Workforce For Tomorrow - Today

   University essay from Lunds universitet/Företagsekonomiska institutionen

   Author : Johanna Madeleine Rhodin; Eleonora Sjöblom; [2021]
   Keywords : Skills gap; skills shortage; hard skills; soft skills; reskilling; building resilience; competitive advantage; Social Sciences; Business and Economics;

   Abstract : The labor market for IT-oriented professions, especially software engineers, is characterized by extensive skills gaps due to fast-evolving technology. The purpose of this thesis is to shed light on the work toward closing the skills gap in IT-oriented professions, especially for software engineers, by providing suggestions on how the workforce can be prepared with the skills needed for tomorrow - already today. READ MORE

6. 35. Development of a Software Reliability Prediction Method for Onboard European Train Control System

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

   Author : Guillaume Pierre Longrais; [2021]
   Keywords : Machine Learning; Software Reliability Growth Prediction; Linear Regression; Artificial Neural Network; Multi-Layer Perceptron; Imperialist Competitive Algorithm; Long Short-Term Memory Network; Convolutional Neural Network; Maskininlärning; förutsägelse av tillväxten av programvarans tillförlitlighet; linjär regression; artificiellt neuralt nätverk; flerskikts-perceptron; imperialistisk konkurrensalgoritm; nätverk med långt korttidsminne; konvolutionellt neuralt nätverk;

   Abstract : Software prediction is a complex area as there are no accurate models to represent reliability throughout the use of software, unlike hardware reliability. In the context of the software reliability of on-board train systems, ensuring good software reliability over time is all the more critical given the current density of rail traffic and the risk of accidents resulting from a software malfunction. READ MORE