Essays about: "Original research"
Showing result 1 - 5 of 807 essays containing the words Original research.
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1. The association between obesity, low-grade inflammation, self-reported knee symptoms and radiographic knee osteoarthritis in individuals with knee pain : A longitudinal cohort study
University essay from Högskolan i Halmstad/Akademin för företagande, innovation och hållbarhetAbstract : Abstract Background One of the earliest signs of knee osteoarthritis (OA) is knee pain which correlates with inflammation and disease severity. Knee OA affects 260 million worldwide, and is in similarity with obesity, characterized by ongoing low-grade inflammation. READ MORE
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2. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder
University essay from Lunds universitet/Fysiska institutionenAbstract : 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
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3. Measuring the Utility of Synthetic Data : An Empirical Evaluation of Population Fidelity Measures as Indicators of Synthetic Data Utility in Classification Tasks
University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)Abstract : In the era of data-driven decision-making and innovation, synthetic data serves as a promising tool that bridges the need for vast datasets in machine learning (ML) and the imperative necessity of data privacy. By simulating real-world data while preserving privacy, synthetic data generators have become more prevalent instruments in AI and ML development. READ MORE
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4. Exploring the Depth-Performance Trade-Off : Applying Torch Pruning to YOLOv8 Models for Semantic Segmentation Tasks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In order to comprehend the environments from different aspects, a large variety of computer vision methods are developed to detect objects, classify objects or even segment them semantically. Semantic segmentation is growing in significance due to its broad applications in fields such as robotics, environmental understanding for virtual or augmented reality, and autonomous driving. READ MORE
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5. Unlocking Poliphilo’s Dream: Towards a digital scholarly edition of the Hypnerotomachia Poliphili
University essay from Linnéuniversitetet/Institutionen för kulturvetenskaper (KV)Abstract : Hypnerotomachia Poliphili is a fifteenth-century illustrated incunabulum first published in 1499 by Aldo Manuzio in Venice. It delivers the story of two lovers separated by death but united in a dream; in fact, the entire book is a complex, multi-layered dream narrative which gradually unfolds through the interaction between text and image, inviting readers to engage with its rich content in a playful manner. READ MORE