Essays about: "K-nearest neighbour"
Showing result 1 - 5 of 53 essays containing the words K-nearest neighbour.
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1. Evaluation of Geopositioning Using Frequency Responses From Radio Propagation Measurements
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Satellite reliant navigation systems may struggle in urban environments as tall buildings mayobstruct necessary direct lines of sight with satellites. There have been multiple studiesexamining how WIFI fingerprinting may be used for indoor positioning. READ MORE
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2. Detecting Metro Service Disruptions and Predicting their Spillover Effects throughout the Network using GTFS and Large-Scale Vehicle Location Data
University essay from KTH/TransportplaneringAbstract : One of the top factors that influence commuters’ satisfaction level with public transport is the punctuality of the service. Commuters rely on public transport to get them from their origin to destination on time and any form of delay will incur additional cost to both the commuters as well as the public transport operators. READ MORE
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3. Evaluating Random Forest and k-Nearest Neighbour Algorithms on Real-Life Data Sets
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Computers can be used to classify various types of data, for example to filter email messages, detect computer viruses, detect diseases, etc. This thesis explores two classification algorithms, random forest and k-nearest neighbour, to understand how accurately and how quickly they classify data. READ MORE
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4. Identifying the beginning of a kayak race using velocity signal data
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)Abstract : A kayak is a small watercraft that moves over the water. The kayak is propelled by a person sitting inside of the hull and paddling using a double-bladed paddle. While kayaking can be casual, it is used as a competitive sport in races and even the Olympic games. READ MORE
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5. Multi-modal Models for Product Similarity : Comparative evaluation of unimodal and multi-modal architectures for product similarity prediction and product retrieval
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : With the rapid growth of e-commerce, enabling effective product recommendation systems and improving product search for shoppers plays a crucial role in driving customer satisfaction. Traditional product retrieval approaches have mainly relied on unimodal models focusing on text data. READ MORE