Advanced search

Showing result 1 - 5 of 239 essays matching the above criteria.

1. 1. Utilizing energy-saving techniques to reduce energy and memory consumption when training machine learning models : Sustainable Machine Learning

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

   Author : Khalid El Yaacoub; [2024]
   Keywords : Sustainable AI; Machine learning; Quantization-Aware Training; Model Distillation; Quantized Distillation; Siamese Neural Networks; Continual Learning; Experience Replay; Data Efficient AI; Energy Consumption; Energy-Savings; Sustainable ML; Computation resources; Hållbar maskin inlärning; Hållbar AI; Maskininlärning; Quantization-Aware Training; Model Distillation; Quantized Distillation; siamesiska neurala nätverk; Continual Learning; Experience Replay; Dataeffektiv AI; Energiförbrukning; Energibesparingar; Beräkningsresurser;

   Abstract : Emerging machine learning (ML) techniques are showing great potential in prediction performance. However, research and development is often conducted in an environment with extensive computational resources and blinded by prediction performance. READ MORE

3. 2. How do firms acquire strategic human resources for facilitating innovation - A multiple-case study of MNCs which have headquarters in European context

   University essay from Göteborgs universitet/Graduate School

   Author : Zhixing Zhao; Alessia Mazzalai; [2023-07-19]
   Keywords : ;

   Abstract : Nowadays, firms are required to adapt to new innovations trend which is driven by technology, products and business mode. Organizations are facing the challenge of both electrification and automation. As big players, multinational corporations (MNCs) are facing global competition in their business. READ MORE

4. 3. Talent Retention: Retaining Young Employees in a Large and Established Organization with an Aging Workforce - A case study within Volvo Group Digital & IT

   University essay from Göteborgs universitet/Graduate School

   Author : Katja Spaeth; William Björnbäck; [2023-06-29]
   Keywords : talent management; talent retention; young employees; expectations; development; beliefs; talent mobility;

   Abstract : Talent retention has become an increasingly important issue in recent years, especially when young people are entering the job market. Those young employees are more likely to switch jobs and at the same time place higher expectations on their employers. READ MORE

5. 4. Formulation and characterisation of novel edible-packaging for fruits and vegetables

   University essay from Lunds universitet/Livsmedelsteknik och nutrition (master)

   Author : Lola Sutton; Katerina Papa; [2023]
   Keywords : algae; edible packaging; carrageenan; cucumber; REL; oxidative stress; antioxidants; food engineering; Technology and Engineering;

   Abstract : This master's thesis investigated the potential of algae raw materials, specifically k-carrageenan and to a lesser extent alginate, as film-forming ingredients for the development of a novel edible packaging solutions. The project involved the testing and characterisation of several active ingredients of algal and plant origins both as extracts and as ingredients in films. READ MORE

6. 5. Predicting user churn using temporal information : Early detection of churning users with machine learning using log-level data from a MedTech application

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

   Author : Love Marcus; [2023]
   Keywords : User churn; Customer attrition; Artificial neural networks; Log-level analysis; Random forests; Decision trees; Användarbortfall; Kundbortfall; Artificiella neurala nätverk; logganalys; Slumpskogar; Beslutsträd;

   Abstract : User retention is a critical aspect of any business or service. Churn is the continuous loss of active users. A low churn rate enables companies to focus more resources on providing better services in contrast to recruiting new users. READ MORE