Essays about: "functional classification"
Showing result 1 - 5 of 52 essays containing the words functional classification.
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1. Performance metrics and velocity influence for point cloud registration in autonomous vehicles
University essay from KTH/Skolan för industriell teknik och management (ITM)Abstract : Autonomous vehicles are currently under study and one of the critical parts is the localization of the vehicle in the environment. Different localization methods have been studied over the years, such as the GPS sensor, commonly fused with other sensors such as the IMU. READ MORE
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2. A requirements engineering approach in the development of an AI-based classification system for road markings in autonomous driving : a case study
University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknikAbstract : Background: Requirements engineering (RE) is the process of identifying, defining, documenting, and validating requirements. However, RE approaches are usually not applied to AI-based systems due to their ambiguity and is still a growing subject. READ MORE
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3. Supervised classification for human movement data : A comparative study of functional and traditional methods
University essay from Umeå universitet/StatistikAbstract : Functional data analysis (FDA) has a growing importance in statistics, especially in disciplines like biomechanics, where it is common to observe data over time. The objective of this thesis is to employ FDA techniques and compare the classification performance of supervised classification models utilizing functional data with the same models using a discrete summary measurement (max-values) as input. READ MORE
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4. Investigation of Information-Theoretic Bounds on Generalization Error
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Generalization error describes how well a supervised machine learning algorithm predicts the labels of input data that it has not been trained with. This project aims to explore two different methods for bounding generalization error, f-CMI and ISMI, which explicitly use mutual information. READ MORE
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5. Early Insights in Accounting for the EU Taxonomy: A Case Study on an Industrial Company's Responses and Internal Implications
University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansieringAbstract : Scholars and practitioners have recently struggled in defining and integrating sustainability. In response, the European Commission enforced the Regulation (EU) 2020/852 in July 2020. Establishing a standard classification tool, defining environmentally sustainable economic activities to relocate financial flows towards low-carbon activities. READ MORE
