Essays about: "Network effects"

Showing result 6 - 10 of 667 essays containing the words Network effects.

1. 6. An Empirical Survey of Bandits in an Industrial Recommender System Setting

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

   Author : Tobias Schwarz; Johan Brandby; [2023-09-21]
   Keywords : computer science; industrial application; machine learning; reinforcement learning; multi-armed bandits; MAB; contextual multi-armed bandits; survey; batch learning;

   Abstract : In this thesis, the effects of incorporating unstructured data—images in the wild—in contextual multi-armed bandits are investigated, when used within a recommender system setting, which focuses on picture-based content suggestion. The idea is to employ image features, extracted by a pre-trained convolutional neural network, and study the resulting bandit behaviors when including respective excluding this information in the typical context creation, which normally relies on structured data sources—such as metadata. READ MORE

3. 7. Evaluation and Optimization of LTE-V2X Mode 4 under Aperiodic Messages of Variable Size

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Md Mamunur Rashid; [2023]
   Keywords : LTE-V2X; aperiodic; variable size; CAM; Technology and Engineering;

   Abstract : Vehicular networks connect vehicles for improved road safety and efficiency with the assistance of wireless information exchange. Vehicular networks are based on the frequent broadcast of awareness messages referred to as CAM (Cooperative Awareness Messages) or BSM (Basic Safety Message) in the ETSI and SAE standards, respectively. READ MORE

4. 8. Combining Cell Painting, Gene Expression and Structure-Activity Data for Mechanism of Action Prediction

   University essay from Uppsala universitet/Nationellt resurscentrum för biologi och bioteknik

   Author : Erik Everett Palm; [2023]
   Keywords : bioinformatics; deep learning; machine learning; joint model; tabular data; image data;

   Abstract : The rapid progress in high-throughput omics methods and high-resolution morphological profiling, coupled with the significant advances in machine learning (ML) and deep learning (DL), has opened new avenues for tackling the notoriously difficult problem of predicting the Mechanism of Action (MoA) for a drug of clinical interest. Understanding a drug's MoA can enrich our knowledge of its biological activity, shed light on potential side effects, and serve as a predictor of clinical success. READ MORE

5. 9. The Neural Effects Of Mindfulness Interventions On Depression : A Systematic Review

   University essay from Högskolan i Skövde/Institutionen för biovetenskap

   Author : Sofia Eriksson; [2023]
   Keywords : mindfulness-interventions; depression; functional magnetic resonance imaging; electroencephalography;

   Abstract : Depression has increased among adolescents and adults over the last decade. Effective treatments and techniques to improve personal well being and disorders like depression are much needed. READ MORE

6. 10. Assessing The Relationship Between Social Networks And Integration In The Labour Market In Sweden: A Case Study Of Somali And Bosnian Second-Generation Immigrants In Växjö

   University essay from Linnéuniversitetet/Institutionen för samhällsstudier (SS)

   Author : Bahati George; [2023]
   Keywords : integration; immigrants; social networks; social capital;

   Abstract : The integration of immigrants has been a significant area of research, focusing on aspects such as employment, housing, and education for newly arrived community members. In recent years, scholarly attention has increasingly turned toward social networks and their influence on immigrant integration into the labor market of the host country. READ MORE