Essays about: "big data and work behavior"

Showing result 1 - 5 of 27 essays containing the words big data and work behavior.

1. 1. Using Social Media and Personality Predictions to Anticipate Startup Success

   University essay from Lunds universitet/Matematisk statistik

   Author : Daniel Stenson; [2023]
   Keywords : Machine Learning; Startup Success Predictions; Founder Personalities; Natural Language Processing; Social Media Analysis; Big 5 Personality Framework; Feed-forward Neural Network; XGBoost.; Mathematics and Statistics;

   Abstract : This thesis explores the potential of integrating predicted founder personalities, based on the Big 5 Personality Framework, into Machine Learning (ML) models to enhance the accuracy of early-stage startup success predictions. Leveraging Natural Language Processing (NLP) techniques, we extracted personality insights from founders' tweets, focusing on US startups funded between 2013 and 2015. READ MORE

3. 2. Analysis and Use of Telemetry Data for Car Insurance Premiums

   University essay from KTH/Matematisk statistik

   Author : Max Berg Wahlström; Anton Hagelberg; [2023]
   Keywords : Telemetry; Neural Networks; Statistics; Mathematics; Telemetri; Neurala Nätverk; Statistik; Matematik;

   Abstract : Paydrive is a pioneer in the Swedish auto insurance market. Being able to influence your insurancepremium through your driving is a concept that is still in its early stages. READ MORE

4. 3. An Investigation of Methods for Flow Measurements in a Gasketed Plate Heat Exchanger for Predictive Maintenance

   University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

   Author : Viktor Ekström; [2022]
   Keywords : gasketed plate heat exchanger; electrical measurements; sensors; predictive maintenance; machine learning; Technology and Engineering;

   Abstract : For a company to stay relevant in the long term, it is essential to keep up with the latest technology and continuously consider new innovative solutions for improving products and services. The gasketed plate heat exchanger (GPHE) is a mechanical device, and this work attempts to investigate different possibilities for incorporating sensor devices and predictive maintenance systems to improve the device. READ MORE

5. 4. Managing Teams in the Hybrid Work Environment - A Qualitative Study on Team Leaders’ Perspective in Managing Knowledge-Intensive Teams in the Context of the “Big Four” Consultancy Firms in Germany and Sweden

   University essay from Lunds universitet/Företagsekonomiska institutionen

   Author : Denise Effner; Sándor Havrilják; [2022]
   Keywords : Hybrid Work Environment; Knowledge-Intensive Firms; Managerial Leadership; Team Leadership; Business and Economics;

   Abstract : Purpose: The purpose of this study is to explore the contingencies of a hybrid work environment for managers and teams in knowledge-intensive firms, more specifically in consultancies. The aim is to evaluate the type of leadership behavior that is facilitated by the hybrid work environment and how the existing team dynamics translate into and influence the experience of hybrid work. READ MORE

6. 5. Human pose augmentation for facilitating Violence Detection in videos: a combination of the deep learning methods DensePose and VioNetHuman pose augmentation for facilitating Violence Detection in videos: a combination of the deep learning methods DensePose and VioNet

   University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

   Author : Ivan Calzavara; [2020]
   Keywords : Violent Detection; Deep Learning; DensePose; Human Pose; Data Augmentation; Image Segmentation;

   Abstract : In recent years, deep learning, a critical technology in computer vision, has achieved remarkable milestones in many fields, such as image classification and object detection. In particular, it has also been introduced to address the problem of violence detection, which is a big challenge considering the complexity to establish an exact definition for the phenomenon of violence. READ MORE