Essays about: "Bias in Machine Learning"

Showing result 1 - 5 of 67 essays containing the words Bias in Machine Learning.

1. 1. On The Evaluation of District Heating Load Predictions

   University essay from Lunds universitet/Institutionen för energivetenskaper

   Author : Herman Hansson; [2023]
   Keywords : Technology and Engineering;

   Abstract : District Heating is a technology with the potential to enable a fossil-free society. However, to realize this potential, some improvements need to be made in order to improve District Heating operation at large, decrease losses in the systems, and thus increase the competitiveness of District Heating as a technology. READ MORE

3. 2. The dark side of AI : A systematic literature review

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Emma Corselli; [2023]
   Keywords : AI; decision-making; risks; drawbacks;

   Abstract : The world is currently experiencing an extraordinary explosion of data due to the advancements in digitalization, this has made the decision-making processes become increasingly complex. Modern decision-making incorporates various technologies such as AI, big data, and machine learning and they offer significant advantages in terms of speed, scalability, and granularity. READ MORE

4. 3. Gender Bias in Machine Learning : The Effect of Using Female Versus Male Audio When Classifying Emotions in Speech Using Machine Learning

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

   Author : Julia Adler; Klara Folke; [2023]
   Keywords : ;

   Abstract : To avoid discrimination between the genders and to improve the performance of machine learning, it is important to evaluate how different test data can impact how accurate machine learning models can be. This study investigates if the distribution between women and men in the training data affects how accurately different machine learning models can classify emotions used in the speaker’s tone of voice. READ MORE

5. 4. Double Machine Learning for Insurance Price Optimization

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

   Author : Jakob Kristiansson; [2023]
   Keywords : DML; Double Machine Learning; Price Optimization; Insurance Pricing; DML; Dubbel Maskininlärning; Prisoptimering; Försäkringsprissättning;

   Abstract : This thesis examines how recent advances in debaised machine learning can be used for estimating price elasticities of demand within the automotive insurance field. Traditional methods such as generalized linear model (GLM) to estimate demand has no way of ensuring there are no biases in the underlying data selection, especially when the confounding variables are many. READ MORE

6. 5. A deep learning approach for drilling tool condition monitoring in Raiseboring

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Hedaya Alyousif; [2023]
   Keywords : drilling tool condition; deep learning; drilling signals; CNN; spectrogram; Raisboring;

   Abstract : Drilling tool wear can significantly affect the performance of the drilling operation and add extra cost to it. Accurate detection of drilling tool condition is very important for enabling proactive maintenance, minimizing downtime, and optimizing drilling processes. READ MORE