Essays about: "approach based method"

Showing result 1 - 5 of 3234 essays containing the words approach based method.

  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. Optical Communication using Nanowires and Molecular Memory Systems

    University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Synkrotronljusfysik

    Author : Thomas Kjellberg Jensen; [2024]
    Keywords : neuromorphic computing; nanowire; molecular dye; DASA photoswitch; OBIC; Physics and Astronomy;

    Abstract : Neuromorphic computational networks, inspired by biological neural networks, provide a possible way of lowering computational energy cost, while at the same time allowing for much more sophisticated devices capable of real-time inferences and learning. Since simulating artificial neural networks on conventional computers is particularly inefficient, the development of neuromorphic devices is strongly motivated as the reliance on AI-models increases. READ MORE

  4. 3. Unpacking the Washback Effect of University Entrance Exams : A Qualitative Study of Uzbekistan’s Students’ Exam Preparation Experiences

    University essay from Stockholms universitet/Institutionen för pedagogik och didaktik

    Author : Zarnigor Hotamova; [2024]
    Keywords : Washback; High-stakes University Entrance Exams; Competence-based Curriculum; 21st Century Skills;

    Abstract : The evolving nature of education emphasizes the importance of fostering 21st-century skills. To align with the requirements of the contemporary era, Uzbekistan introduced its new competency based National Curriculum, highlighting the development of 21st century skills. READ MORE

  5. 4. Constructing Capabilities : Military Strategies of Small States in an Age of Transition: Examining the Influence of Strategic Culture

    University essay from Försvarshögskolan

    Author : Lara Kristjansdottir; [2024]
    Keywords : Strategic culture; neorealism; military strategy; defence planning; small state security; Sweden and Denmark.;

    Abstract : Scholars tend to approach small states’ military strategies in terms of restraints and opportunities in the external security environment, largely overlooking the influences of a state’s domestic particularities. This thesis aims to explore how the theory of strategic culture, regarded here as an inherent, domestic context in which strategy is formulated, can add nuance to such realist analyses of how small states build and adjust their defence capabilities. READ MORE

  6. 5. Towards Automated Log Message Embeddings for Anomaly Detection

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Adrian Murphy; Daniel Larsson; [2024]
    Keywords : Technology and Engineering;

    Abstract : Log messages are implemented by developers to record important runtime information about a system. For that reason, system logs can provide insight into the state and health of a system and potentially be used to anticipate and discover errors. READ MORE