Essays about: "feature selection thesis"

Showing result 1 - 5 of 158 essays containing the words feature selection thesis.

  1. 1. Feature Selection for Microarray Data via Stochastic Approximation

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

    Author : Erik Rosvall; [2024-03-18]
    Keywords : feature selection; feature ranking; microarray data; stochastic approximation; Barzilai and Borwein method; Machine Learning; AI;

    Abstract : This thesis explores the challenge of feature selection (FS) in machine learning, which involves reducing the dimensionality of data. The selection of a relevant subset of features from a larger pool has demonstrated its effectiveness in enhancing the performance of various machine learning algorithms. READ MORE

  3. 2. Improvement of anautomatic networkdrawing algorithm in thecontext of utility networks

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

    Author : Hyacinthe Ménard; [2024]
    Keywords : District Heating Network; Mathematical Optimization; Python; Fjärrvärme; Optimeringslära; Python;

    Abstract : The European Union’s ambitious climate targets necessitate substantial reductions in greenhouse gas emissions, particularly within the heating and cooling sector, which accounts for a significant portion of energy consumption. District Heating and Cooling (DHC) systems emerge as a key solution for decarbonizing this sector by enabling high efficiency heat production and the integration of renewable and carbon-neutral energy sources. READ MORE

  4. 3. Evaluating and extending the feature model process: a case study

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

    Author : Malik Hannan Ahmed; Malik Waleed Mahboob; [2023-08-03]
    Keywords : ;

    Abstract : The development of software product lines (SPLs) has revolutionized software engineering by enabling efficient creation of diverse software systems through the selection of feature combinations. Feature models serve as a critical tool in the context of SPLs. READ MORE

  5. 4. Handling Third-Party Component Licenses:A Case Study in a Swedish Company : How well do existing license management tools detect potentially unsafe third-party component licenses?

    University essay from Högskolan Dalarna/Informatik

    Author : Fanny Bruckner; Isac Njie; [2023]
    Keywords : Third-party components; software licenses; component analysis tools;

    Abstract : Modern software development relies heavily on third-party components, which are pre-built software modules developed by other organisations and can be either open-source or commercial. These components serve as building blocks for developers to create complex applications more efficiently. READ MORE

  6. 5. Evaluating intrusion detection points in an end-to-end solution

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Lilla Pankaczi; [2023]
    Keywords : RFID; Random UID; Mutual Authentication; Scyther;

    Abstract : Evaluating all intrusion detection points in an end-to-end cyber-physical system can be challenging. This master thesis focuses on evaluating the security of the most exposed part of such systems, Radio Frequency Identification (RFID) communication. READ MORE