Essays about: "revolutionized"

Showing result 6 - 10 of 94 essays containing the word revolutionized.

  1. 6. Generating an Interpretable Ranking Model: Exploring the Power of Local Model-Agnostic Interpretability for Ranking Analysis

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Laura Galera Alfaro; [2023]
    Keywords : Explainable Artificial Intelligence; Learning To Rank; Local ModelAgnostic Interpretability; Ranking Generalized Additive Models;

    Abstract : Machine learning has revolutionized recommendation systems by employing ranking models for personalized item suggestions. However, the complexity of learning-to-rank (LTR) models poses challenges in understanding the underlying reasons contributing to the ranking outcomes. READ MORE

  3. 7. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions

    University essay from KTH/Matematik (Avd.)

    Author : Giorgio Sacchi; [2023]
    Keywords : Explainable AI; Counterfactual Explanations CFEs ; Bayesian Optimization BO ; Black-Box Models; Model-Agnostic; Machine Learning ML ; Efficient Computation; High-Stake Decisions; Förklarbar AI; Kontrafaktuell Förklaring CFE ; Bayesiansk Optimering BO ; Svarta lådmodeller; Modellagnostisk; Maskininlärning; Beräkningsmässigt Effektiv; Beslut med höga insatser;

    Abstract : In recent years, advanced machine learning (ML) models have revolutionized industries ranging from the healthcare sector to retail and E-commerce. However, these models have become increasingly complex, making it difficult for even domain experts to understand and retrace the model's decision-making process. READ MORE

  4. 8. Model Based Testing for Programmable Data Planes

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Gustav Rixon; [2023]
    Keywords : Model Based Testing; Programmable Data Planes; P4; Software- Defined Networking;

    Abstract : The advent of Software Defined Networking (SDN) and programmable data planes has revolutionized the networking domain, enabling the programming of networking functions down to the silicon level responsible for data packet switching. Unfortunately, while this programmability offers greater flexibility and control, it also increases the likelihood of introducing software bugs. READ MORE

  5. 9. SDL, qualitative research on service chatbots’ co-destruction impact on consumer ecosystem.

    University essay from Jönköping University/IHH, Företagsekonomi

    Author : Daniele Galizzi; Dilyan Valentinov Peshev; [2023]
    Keywords : Chatbots; AI; Value Co-Creation; Value Co-Destruction; Service Ecosystem; Customer Service;

    Abstract : This study is rooted in the Service Dominant Logic (SDL) theory and explores the phenomenon of value co-destruction, the context being chatbot-mediated customer service, with a focusing on chatbots affiliation with value-co-destruction and on the impacts outsideof the dyadic relationship between the service provider and receiver, described as the broader consumer ecosystem. It is evident that the relationship between businesses and consumers is being revolutionized through the implementation of chatbots, claiming benefits such as improved operational efficiency, and non-time specific service. READ MORE

  6. 10. Sustainability-Linked Bonds - A Case Study of H&M

    University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

    Author : Waldemar Andersson; Larysa Karsayeva; [2023]
    Keywords : Sustainability-linked bond; fast fashion; green financing; transition;

    Abstract : The thesis investigates the sustainability-linked bond issuance by fast fashion company H&M in the midst of the Covid-19 pandemic. The study contributes to existing literature by providing observations of real-world practitioners on the cost-benefit considerations of SLB issuance, in particular, challenging the notion of a "free lunch", conversely concluding that the greatest concern is attributed to potential reputational damage in the event of missed targets. READ MORE