Essays about: "algorithmic knowledge"

Showing result 1 - 5 of 28 essays containing the words algorithmic knowledge.

  1. 1. ASSESSING PUBLIC OPINION ON ALGORITHMIC FAIRNESS Reviewing practical challenges and the role of contextual factors

    University essay from Institutionen för tillämpad informationsteknologi

    Author : Veronica Kecki; [2023-02-01]
    Keywords : AI; artificial intelligence; ML; machine learning; algorithms; algorithmic decision-making; fairness; socio-technical design; AI ethics;

    Abstract : AI ethicists often claim that where algorithmic decision-making is impacting human lives, it is crucial to strive for transparency and explainability. As one form of achieving these, some authors have argued for socio-technical design of AI systems that involves the user in the design process. READ MORE

  3. 2. Combining Cell Painting, Gene Expression and Structure-Activity Data for Mechanism of Action Prediction

    University essay from Uppsala universitet/Nationellt resurscentrum för biologi och bioteknik

    Author : Erik Everett Palm; [2023]
    Keywords : bioinformatics; deep learning; machine learning; joint model; tabular data; image data;

    Abstract : The rapid progress in high-throughput omics methods and high-resolution morphological profiling, coupled with the significant advances in machine learning (ML) and deep learning (DL), has opened new avenues for tackling the notoriously difficult problem of predicting the Mechanism of Action (MoA) for a drug of clinical interest. Understanding a drug's MoA can enrich our knowledge of its biological activity, shed light on potential side effects, and serve as a predictor of clinical success. READ MORE

  4. 3. Towards Bias-Free AI-Supported Decision-Making: Exploring Organisational and Technology Characteristics for Algorithmic Bias Mitigation

    University essay from Lunds universitet/Institutionen för informatik

    Author : David Lohyna; Anna Pico Oristrell; [2023]
    Keywords : Algorithmic Bias; AI-Supported Decision-Making; Organisational Characteristics; Technology Characteristics; Business and Economics;

    Abstract : With the growing adoption of data analytics and powerful algorithms in organisational decision-making, the ethical concerns surrounding algorithmic bias have become increasingly apparent. This research aims to explore the extent to which organisational characteristics (e.g., laws, policies, norms, and standards) and technology characteristics (e. READ MORE

  5. 4. A designer-driven approach to procedural generation tools for level design

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

    Author : Max Truedsson; [2023]
    Keywords : Master Thesis; Game development; Game Design; Procedural generation; PCG; Level creation; Art Tool; 3d Environment design; Master Examensarbete; Spelutveckling; Speldesign; Procedurell generering; PCG; Spelbana Konstruktion; Konst verktyg; 3d miljö design;

    Abstract : Game development is a multifaceted field that involves both traditional software practices and creative work. It is characterized by its iterative and time-consuming process where prototypes are created and then evaluated. This is especially true for creating 3D environments, where it is difficult to evaluate the quality before it is completed. READ MORE

  6. 5. The Impact of AI on the Media Industry.

    University essay from Uppsala universitet/Institutionen för informatik och media

    Author : Muhammad Hashim Khan; [2023]
    Keywords : Artificial intelligence; media industry; impact; ethical considerations;

    Abstract : The impact of artificial intelligence (AI) on the media industry is examined in this thesis study. A full understanding of the effects of AI integration in many dimensions of the media landscape is provided through a methodical review of the literature that highlights key themes and ideas. READ MORE