Essays about: "data generation and integration."
Showing result 1 - 5 of 97 essays containing the words data generation and integration..
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1. Land cover classification using machine-learning techniques applied to fused multi-modal satellite imagery and time series data
University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskapAbstract : Land cover classification is one of the most studied topics in the field of remote sensing, involving the use of data from satellite sensors to analyze and categorize different land surface types. There are numerous satellite products available, each offering different spatial, spectral, and temporal resolutions. READ MORE
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2. Sustainability education in early childhood: Preschool teachers´perceptions and approaches in nurturing sustainability education practises
University essay from Göteborgs universitet/Institutionen för didaktik och pedagogisk professionAbstract : Aim: This study aims to examine early childhood teachers’ perceptions of Education for Sustainable Development as well as their pedagogical approaches for nurturing sustainability in Swedish preschools, and how their perceptions of ESD relate to their teaching strategies in nurturing sustainability education. Theory: Lev Vygotsky’s social constructivism emphasizes the significance of language and thought, social interaction, zone of proximal development, scaffolding, mediation, and collaborative work in learning. READ MORE
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3. Combining Cell Painting, Gene Expression and Structure-Activity Data for Mechanism of Action Prediction
University essay from Uppsala universitet/Nationellt resurscentrum för biologi och bioteknikAbstract : 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
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4. Code Generation for Accelerating Data Flow : Enhancing Pentaho Data Integration Performance
University essay from Umeå universitet/Institutionen för fysikAbstract : Pentaho Data Integration, called Kettle, is an ETL tool that functions as a no-code program. The tool, implemented in Java, enables users to create data flow structures via a graphical user interface and store them as XML files, which can be edited or executed. READ MORE
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5. How Venture Capital Could Use Large Language Models to Screen Sustainability Impact Startups
University essay from Lunds universitet/Miljö- och energisystemAbstract : This study investigates the potential of large language models (LLMs), such as ChatGPT, to aid venture capitalists in the screening of startups that maximize sustainability impact. To determine the scope that maximizes impact for venture capitalists' and to identify effective screening criteria, the study utilized theoretical research and interviews. READ MORE
