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Showing result 1 - 5 of 96 essays matching the above criteria.

  1. 1. 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

  3. 2. Meaningful Metrics in Software Engineering : The Value and Risks of Using Repository Metrics in a Company

    University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Author : Frida Jacobsson; [2023]
    Keywords : Repository metrics; measurements in software development; ethics in software engineering; performance monitoring; GDPR; Git;

    Abstract : Many large companies use various business intelligence solutions to filter, process, and visualize their software source code repository data. These tools focus on improving continuous integration and are used to get insights about people, products, and projects in the organization. READ MORE

  4. 3. Design space exploration for co-mapping of periodic and streaming applications in a shared platform

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

    Author : Zhang Yuhan; [2023]
    Keywords : Design Space Exploration; Periodically activated tasks; Synchronous dataflow; IDeSyDe; Designutrymmesutforskning; Periodiskt aktiverade uppgifter; Synkron data-flöde; IDeSyDe;

    Abstract : As embedded systems advance, the complexity and multifaceted requirements of products have increased significantly. A trend in this domain is the selection of different types of application models and multiprocessors as the platform. READ MORE

  5. 4. COMPARATIVE ANALYSIS OF MACHINE LEARNING LOAD FORECASTING TECHNIQUES

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

    Author : Humphry Takang Bate; [2023]
    Keywords : ;

    Abstract : Load forecasting plays a critical role in energy management, and power systems, enabling efficient resource allocation, improved grid stability, and effective energy planning and distribution. Without accurate very short term load forecasting, utility management companies face uncertain load patterns, unrealistic prices, and poor infrastructure planning. READ MORE

  6. 5. Scientists' perception on institutional data sharing support and pressure : Investigating ecologists’ data sharing behavior

    University essay from Uppsala universitet/Institutionen för ABM

    Author : Jenny Glashoff; [2023]
    Keywords : Data sharing; ecology; theory of planned behavior; semi-structured interviews; Datadelning; ekologi; teorin om planerat beteende; semistrukturerade intervjuer;

    Abstract : Data from underlying research has become increasingly important to scientists and the public in recent decades. As a result, funders and journal publishers have become increasingly demanding that scientists share their data. Universities have also been encouraged to advance their data sharing support units as a result of this development. READ MORE