Essays about: "Learning from Failure."

Showing result 16 - 20 of 129 essays containing the words Learning from Failure..

1. 16. Decentralized Learning over Wireless Networks with Imperfect and Constrained Communication : To broadcast, or not to broadcast, that is the question!

   University essay from Linköpings universitet/Kommunikationssystem

   Author : Martin Dahl; [2023]
   Keywords : Decentralized Stochastic Gradient Descent; Decentralized Learning; Medium Access Control; Wireless Communications; Machine Learning; Imperfect Communication; Resource-Constrained; Resource Allocation; Scheduling;

   Abstract : The ever-expanding volume of data generated by network devices such as smartphones, personal computers, and sensors has significantly contributed to the remarkable advancements in artificial intelligence (AI) and machine learning (ML) algorithms. However, effectively processing and learning from this extensive data usually requires substantial computational capabilities centralized in a server. READ MORE

3. 17. Convolutional-LSTM for IGBTs Prognostics and Age Monitoring : Designing a neural network for predicting aging precursors in power devices

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

   Author : Matteo Santoro; [2023]
   Keywords : Neural Networks; Igbt; Prognostics; Age Monitoring; Neurala Nätverk; Igbt; Prognostik; Övervakning av Ålder;

   Abstract : In recent years, extensive research efforts have been dedicated to the field of prognostics and age-related degradation, with major focus on higher complexity devices. However, relatively little attention has been given to power devices, such as Insulated Bipolar Gate Transistors (IGBTs), despite their critical role in high power electronic applications. READ MORE

4. 18. Business Model Innovation as a Countermeasure to Changing External Environments - A Case Study of a Professional Service Firm in the Nuclear Power Industry

   University essay from Göteborgs universitet/Graduate School

   Author : Fredrik Necander; [2022-09-01]
   Keywords : Business Model Innovation; Professional Service Firm; Dynamic Environment; Transform the Core; Expansion; Failure; Learnings; First Attempt in Learning; Adaptor; Reinventor;

   Abstract : There is still considerable lack of theoretical foundation when it comes to the subject of business model innovation. However, what previous studies in the field have shown is that business model innovation is a favorable way to hedge against dynamic changes in a firm’s external environment. READ MORE

5. 19. Detection of software incidents from large log material with the use of unsupervised machine learning

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : DIMITRIOS ANASTASIADIS; JAKUB LENART; [2022-06-20]
   Keywords : binary classification; log; anomaly detection; machine learning; Local Outlier Factor; Isolation Forest; PCA; LSTM-Autoencoder;

   Abstract : Computer systems generate log files, which contain information on the various operations performed by these systems. This information can support the process of error/failure detection and debugging. Therefore, anomalies can be spotted in the system through its produced log material. READ MORE

6. 20. Spent Nuclear Fuel under Repository Conditions : Update and Expansion of Database and Development of Machine Learning Models

   University essay from KTH/Kemi

   Author : Maria Abada; [2022]
   Keywords : Spent nuclear fuel; spent nuclear fuel dissolution; spent nuclear fuel corrosion; machine learning model; dissolution predictions; Utbränt kärnbränsle; upplösning av utbränt kärnbränsle; korrosion av utbränt kärnbränsle; maskininlärningsmodeller; prediktioner av upplösning;

   Abstract : Förbrukat kärnbränsle är mycket radioaktivt och behöver därför lagras i djupa geologiska förvar i tusentals år innan det säkert kan återföras till naturen. På grund av de långa lagringsperioderna görs säkerhetsanalyser av de djupa geologiska förvaren. READ MORE