Essays about: "logistic and IT"

Showing result 21 - 25 of 655 essays containing the words logistic and IT.

  1. 21. Credit Card Approval Prediction : A comparative analysis between logistic regressionclassifier, random forest classifier, support vectorclassifier with ensemble bagging classifier.

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Dhanush Janapareddy; Narendra Chowdary Yenduri; [2023]
    Keywords : Machine Learning; Logistic Regression; Random Forest; Support Vector Machine; Ensemble Learning Bagging.;

    Abstract : Background. Due to an increasing number of credit card defaulters, companies arenow taking greater precautions when approving credit applications. When a customermeets certain requirements, credit card firms typically use their experience todecide whether to grant them a credit card. READ MORE

  3. 22. Alternative logistic routes and their aggregate effect on the use of infrastructure : the potential of using multiple routes in the Samgods model

    University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

    Author : Anton Åkerström; Sebastian Morel; [2023]
    Keywords : Samgods; Discrete Choice Models;

    Abstract : The primary objective of this thesis is to assess the different statistical methods used forcalibrating the Samgods model, which is a transportation planning tool employed in Sweden toforecast the demand for freight transport. By focusing on the specific context of national logisticsmodels, this research aims to enhance the accuracy and reliability of the Samgods model throughproposed improvements. READ MORE

  4. 23. A requirements engineering approach in the development of an AI-based classification system for road markings in autonomous driving : a case study

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Srija Sunkara; [2023]
    Keywords : Requirements Engineering; Machine Learning; Goal-Oriented Requirements Engineering; Autonomous Driving; Point Cloud Classification;

    Abstract : Background: Requirements engineering (RE) is the process of identifying, defining, documenting, and validating requirements. However, RE approaches are usually not applied to AI-based systems due to their ambiguity and is still a growing subject. READ MORE

  5. 24. Micro City : Reshaping the relation between industry and the inner city in Helsinki

    University essay from KTH/Skolan för arkitektur och samhällsbyggnad (ABE)

    Author : Yanghua Weng; [2023]
    Keywords : Urban Design; Obsolote Harbour Industrial Area; Renovation;

    Abstract : The project aims to reshape the relation between industry and living in the obsolete harbour area in Suvilahti, Helsinki by creating a complex community that combines the residential area and public activities with industry and production. In this way, the whole community will be able to act like a micro city with all kinds of functions and be self-sufficient in a way. READ MORE

  6. 25. Predictive Modeling and Statistical Inference for CTA returns : A Hidden Markov Approach with Sparse Logistic Regression

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Oskar Fransson; [2023]
    Keywords : Probability theory; Statistical inference; finance; CTA; managed futures; machine learning; statistical learning; stochastic process; sparse logistic regression; Markov Chain Monte Carlo; Hidden Markov model;

    Abstract : This thesis focuses on predicting trends in Commodity Trading Advisors (CTAs), also known as trend-following hedge funds. The paper applies a Hidden Markov Model (HMM) for classifying trends. Additionally, by incorporating additional features, a regularized logistic regression model is used to enhance prediction capability. READ MORE