Essays about: "Process domains"

Showing result 21 - 25 of 214 essays containing the words Process domains.

1. 21. Tackling Non-Stationarity in Reinforcement Learning via Latent Representation : An application to Intraday Foreign Exchange Trading

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

   Author : Adriano Mundo; [2023]
   Keywords : Reinforcement Learning; Latent Representation; VAE; Non-Stationary; FQI; FX Trading; Förstärkningsinlärning; Latent representation; VAE; Icke-stationär; FQI; FX handel;

   Abstract : Reinforcement Learning has applications in various domains, but the typical assumption is of a stationary process. Hence, when this hypothesis does not hold, performance may be sub-optimal. READ MORE

3. 22. Reaching Higher I4.0 Maturity in Lean-Driven Manufacturing Systems : A case study on the influencing factors in the selection and implementation of I4.0 technologies

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Erika Sandberg; Guðlaug Júlíusdóttir; [2022]
   Keywords : Industry 4.0 I4.0 ; Lean Manufacturing; Technology Selection; Technology Implementation; Manufacturing Organizations; Managerial Guidance; Industri 4.0 I4.0 ; Lean produktion; Val av teknologier; Implementering av teknologi; Tillverkningsföretag; Industriföretag; Ledarskapsstöd;

   Abstract : The new Industry 4.0 technologies have the potential to increase the operational performance of lean-driven manufacturing organizations, however, there is a lack of guidance on how to select and implement Industry 4.0 technologies which often leads to digital waste. READ MORE

4. 23. Augmented Reality and Remote Interaction with Military Unmanned Ground Vehicles

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Zackarias Alenljung; [2022]
   Keywords : Augmented Reality; Technology Acceptens Model; Head-Mounted Display; Unmanned Ground Vehicle;

   Abstract : Interaction with unmanned ground vehicles have traditionally been done through a lap-top based system. New technology is on the rise which can provide new benefits to operating soldiers, with superimposed information and a more lightweight control unit, namely augmented reality. READ MORE

5. 24. Detection of Vulnerability Scanning Attacks using Machine Learning : Application Layer Intrusion Detection and Prevention by Combining Machine Learning and AppSensor Concepts

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

   Author : Pojan Shahrivar; [2022]
   Keywords : Vulnerability Scanning; Random Forest; Web application security; Next-Gen Web application Firewall; Machine learning; Dynamic application security testing; Intrusion detection prevention;

   Abstract : It is well-established that machine learning techniques have been used with great success in other domains and has been leveraged to deal with sources of evolving abuse, such as spam. This study aims to determine whether machine learning techniques can be used to create a model that detects vulnerability scanning attacks using proprietary real-world data collected from tCell, a web application firewall. READ MORE

6. 25. Methods for data and user efficient annotation for multi-label topic classification

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

   Author : Agnieszka Miszkurka; [2022]
   Keywords : Natural Language Processing; Multi-label text classification; Active Learning; Zero-shot learning; Data Augmentation; Data-centric AI; Naturlig språkbehandling; Textklassificering med multipla klasser; Active Learning; Zero-shot learning; Data Augmentation; Datacentrerad AI;

   Abstract : Machine Learning models trained using supervised learning can achieve great results when a sufficient amount of labeled data is used. However, the annotation process is a costly and time-consuming task. There are many methods devised to make the annotation pipeline more user and data efficient. READ MORE