Essays about: "importance of data structures"

Showing result 1 - 5 of 143 essays containing the words importance of data structures.

  1. 1. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder

    University essay from Lunds universitet/Fysiska institutionen

    Author : Max Svensson; [2024]
    Keywords : Machine Learning; Self-supervised learning; AI; Physics; Medicine; Physics and Astronomy;

    Abstract : We introduce Mix Encoder, a novel self-supervised learning framework for deep tabular data models based on Mixup [1]. Mix Encoder uses linear interpolations of samples with associated pretext tasks to form useful pre-trained representations. READ MORE

  3. 2. Customizable Contraction Hierarchies for Mixed Fleet Vehicle Routing : Fast weight customization when not adhering to triangle inequality

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

    Author : Martin Larsson; [2023]
    Keywords : Contraction Hierarchies; Customizable Contraction Hierarchies; Vehicle Routing Problem; Battery Electric Vehicles; Mixed Fleet; Kontraktionshierarkier; Anpassningsbara Kontraktionshierarkier; Ruttplanering; Batteridrivna elfordon; Blandad fordonsflotta;

    Abstract : As the transport industry shifts towards Battery Electric Vehicles (BEVs) the need for accurate route planning rises. BEVs have reduced range compared to traditional fuel based vehicles, and the range can vary greatly depending on ambient conditions and vehicle load. READ MORE

  4. 3. Comparative Analysis of Factors Contributing to Solar Energy Business Success and Failure in the United States and the European Union : European Market Study and Possible Opportunities for solar Energy as a Service in Europe

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

    Author : Daniel Mesa Casellas; [2023]
    Keywords : ;

    Abstract : This report shows a comprehensive analysis of the comparison of the energy-as-a-service market in Europe and the United States. The objective of this project was to evaluate the profitability and feasibility of implementing a successful energy-as-a-service business model in Europe. READ MORE

  5. 4. Bullying Detection through Graph Machine Learning : Applying Neo4j’s Unsupervised Graph Learning Techniques to the Friends Dataset

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Olof Enström; Christoffer Eid; [2023]
    Keywords : Bullying; Graph Machine Learning; Community Detection; Neo4j; Data Preprocessing; Similarity Algorithms; Friends; Neo4j; Unsupervised Learning; Anti-bullying;

    Abstract : In recent years, the pervasive issue of bullying, particularly in academic institutions, has witnessed a surge in attention. This report centers around the utilization of the Friends Dataset and Graph Machine Learning to detect possible instances of bullying in an educational setting. READ MORE

  6. 5. Open finance – a retail perspective: Creating and capturing value while balancing the dilemma of data protection

    University essay from Lunds universitet/Produktionsekonomi

    Author : Philips Pham; [2023]
    Keywords : Open finance; value capture; value creation; data protection; retail company; Technology and Engineering;

    Abstract : The banking and financial services industry is experiencing a significant transformation driven by factors such as regulatory changes, customer demands, and the growing focus on data. This evolution has given rise to the concept of open finance, an extension of open banking that encompasses various financial sectors. READ MORE