Essays about: "unbiased"

Showing result 1 - 5 of 156 essays containing the word unbiased.

1. 1. Analyzing the performance of active learning strategies on machine learning problems

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Vendela Werner; [2023]
   Keywords : computer science; bioinformatics; machine learning; active learning; artificial intelligence; supervised learning; Astrazeneca; maskininlärning; artificiell intelligens; datorvetenskap; active learning; bioinformatik; supervised learning;

   Abstract : Digitalisation within industries is rapidly advancing and data possibilities are growing daily. Machine learning models need a large amount of data that are well-annotated for good performance. To get well-annotated data, an expert is needed, which is expensive, and the annotation itself could be very time-consuming. READ MORE

3. 2. Using Synthetic Data to ModelMobile User Interface Interactions

   University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

   Author : Laoa Jalal; [2023]
   Keywords : Time Series Data; Generative Adversarial Networks; Synthetic Data Generator; Usability Testing; Machine Learning;

   Abstract : Usability testing within User Interface (UI) is a central part of assuring high-quality UIdesign that provides good user-experiences across multiple user-groups. The processof usability testing often times requires extensive collection of user feedback, preferablyacross multiple user groups, to ensure an unbiased observation of the potential designflaws within the UI design. READ MORE

4. 3. Therapeutic orientation bias & personal values: A study on Swedish psychologists

   University essay from Umeå universitet/Institutionen för psykologi

   Author : Ruben Arwidsson; Johannes Bodén; [2023]
   Keywords : therapeutic orientation; psychodynamic therapy; cognitive behavioral therapy; personal value preferences; explicit bias; terapiorientering; psykodynamisk terapi; kognitiv beteendeterapi; personliga värderingspreferenser; explicit bias;

   Abstract : Psychodynamic therapy (PDT) and Cognitive behavioral therapy (CBT) are the main Therapeutic Orientations (TO) in Sweden and this study aims to explore the relationship between psychologists personal value preferences and their inclination toward PDT/CBT. Furthermore, the study explored if there is a tendency to explicitly appreciate one TO and depreciate the other (explicit bias) and additionally, if that tendency is associated with personal value preferences. READ MORE

5. 4. The Impact of Oil Prices on Carbon Dioxide Emission Levels in Sweden : a time-series regression analysis of Sweden

   University essay from SLU/Dept. of Economics

   Author : Tilde Löfgren Weinebrandt; [2023]
   Keywords : oil prices; CO2 emissions; oil price elasticity; Multiple Linear Regression Model; Sweden; correlation;

   Abstract : Globally, CO2 emissions have increased over the last decades. This trend has been broken in Sweden, where CO2 emissions are declining. Oil is one of Sweden's largest sources of energy, accounting for over 20 % of all energy consumption, and oil combustion is a large source of CO2 emissions. READ MORE

6. 5. Evaluating the Viability of Synthetic Pre-training Data for Face Recognition Using a CNN-Based Multiclass Classifier

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

   Author : Lars Bergström; Dag Hjelm; [2023]
   Keywords : ;

   Abstract : Today, face recognition is becoming increasingly accurate and faster with deep learning methods such as convolutional neural networks (CNNs), and is now widely used in areas such as security and entertainment. Typically, these CNNs are trained using real-face datasets like CASIA-WebFace, which was put together using web-crawling of IMDB. READ MORE