Essays about: "Casual inference"

Found 2 essays containing the words Casual inference.

1. 1. Estimating eco-friendly driving behavior in various traffic situations, using machine learning

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Ludvig Fors; [2023]
   Keywords : Machine learning; transformers; neural networks; casual inference; K-Means; driver behavior; fuel consumption;

   Abstract : This thesis investigates how various driver signals, signals that a truck driver can interact with, influences fuel consumption and what are the optimal values of these signals in various traffic conditions. More specifically, the objective is to estimate good driver behavior in various traffic conditions and compare bad driver behavior in similar situations to see how performing a specific driver action, changing a driver signal from the bad driver value to the corresponding good driver value impacts the fuel consumption. READ MORE

3. 2. Sentiment Analysis of Financial News with Supervised Learning

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Farha Shazmeen Syeda; [2020]
   Keywords : Financial news; Transfer learning; Sentiment classification; BERT; FinBERT; Time series indices; Casual inference;

   Abstract : Financial data in banks are unstructured and complicated. It is challenging to analyze these texts manually due to the small amount of labeled training data in financial text. Moreover, the financial text consists of language in the economic domain where a general-purpose model is not efficient. READ MORE