Essays about: "Machine reasoning"

Showing result 1 - 5 of 39 essays containing the words Machine reasoning.

  1. 1. Approximating Reasoning with Transformer Language Models

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Daniel Enström; Viktor Kjellberg; [2023-10-19]
    Keywords : natural language processing; nlp; automated reasoning; logic; inference; machine learning; transformers; language models; BERT; BART;

    Abstract : We conduct experiments with BART, a generative language-model architecture, to investigate its capabilities for approximating reasoning by learning from data. For this we use the SimpleLogic dataset, a dataset of satisfiability problems in propositional logic originally created by Zhang et al. (2022). READ MORE

  3. 2. Explainable Machine Learning in Cardiovascular Diagnostics

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

    Author : Alexander Gutell; Ludvig Skare; [2023]
    Keywords : ;

    Abstract : The major challenges in implementing machine learning models in medical applications stemfrom ethical and accountability concerns, which arise from the lack of insight and understandingof the models' inner workings and reasoning. This opaqueness has resulted in the emergenceof a new subfield of machine learning called Explainability, which aims to develop and deploymethods to gain insight into how input data is weighted and propagated through a machinelearning algorithm. READ MORE

  4. 3. A study of circular business model for SMEs in the CNC machine tool field

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

    Author : TIM KRÜGER; YATING YANG; [2023]
    Keywords : Circular Economy; SME; Business Model; Modelling; Simulation; Sustainability; Cirkulär ekonomi; små och medelstora företag; affärsmodell; modellering; simulering; hållbarhet.;

    Abstract : The purpose of this study is to develop and evaluate a circular business model for SMEs in the CNC machine tool field. To make the thesis more in-depth and with higher practical values, a CNC tool supplier company, MAQ AB, is chosen as the case study company. READ MORE

  5. 4. A General SCADA Application for Water and Wastewater Treatment

    University essay from Lunds universitet/Industriell elektroteknik och automation

    Author : Markus Kvist; Johan Vikstrand; [2022]
    Keywords : Technology and Engineering;

    Abstract : The average Swede uses 140 liters of water everyday. This combined with the usage in industry means that Swedish municipal water treatment plants produce approximately 900 billion liters of clean and safe drinking water every year. READ MORE

  6. 5. Improving sales forecasting : A study about the usefulness of geo-positioning and sales correlation data in forecasting of grocery sales

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Henrik Wahlström; [2022]
    Keywords : ;

    Abstract : The topic of this master thesis is to determine whether product positioning and sales correlation can improve sales forecasting of groceries. Previous studies have stated that the sales of groceries are related to their in-store placement. If this holds, it might be possible to use that relation to perform forecasting of sales. READ MORE