Essays about: "Designed based learning"

Showing result 1 - 5 of 352 essays containing the words Designed based learning.

1. 1. 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)

   Author : Alexander Florean; [2024]
   Keywords : Synthetic Data; Machine Learning; Population Fidelity Measures; Utility Metrics; Synthetic Data Quality Evaluation; Classification Algorithms; Utility Estimation; Data Privacy; Artificial Intelligence; Experiment Framework; Model Performance Assessment; Syntetisk Data; Maskininlärning; Population Fidelity Mätvärden; Användbarhetsmätvärden; Kvalitetsutvärdering av Syntetisk Data; Klassificeringsalgoritmer; Användbarhetsutvärdering; Dataintegritet; Artificiell Intelligens; AI; Experiment Ramverk; Utvärdering av Modellprestanda;

   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

3. 2. LP_MQTT - A Low-Power IoT Messaging Protocol Based on MQTT Standard

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Anchu Antony; Deepthi Myladi Kelambath; [2024]
   Keywords : ;

   Abstract : In the Internet of Things (IoT) era, the MQTT Protocol played a bigpart in increasing the flow of uninterrupted communication betweenconnected devices. With its functioning being on the publish/subscribe messaging system and having a central broker framework, MQTTconsidering its lightweight functionality, played a very vital role inIoT connectivity. READ MORE

4. 3. VIDEO GAME-BASED LANGUAGE LEARNING AND LITERACY A systematic review of the current state of research on video game-based learning and language learning

   University essay from Institutionen för tillämpad informationsteknologi

   Author : Oscar Holst; [2023-02-01]
   Keywords : game-based learning; language learning; literacy;

   Abstract : Over the last decades, the video game medium has become increasingly popular-ized and technologically advanced. Consequently, the learning sciences have started to investigate the pedagogical potential of this medium. Literacy researchers have argued that unique features of the video game medium offer possibilities for effective language learning. READ MORE

5. 4. The Internet of Things: Addressing the risks of smart homes : An analysis of Internet of Things-based smart homes from a security standpoint

   University essay from KTH/Hälsoinformatik och logistik

   Author : Marius Seffer; [2023]
   Keywords : ethical hacking; Internet of Things; security; smart home; threat modeling; economy; etisk hackning; Internet of Things; säkerhet; smarta hem; hotmodellering; ekonomi;

   Abstract : The security aspects of the Internet of Things (IoT) have become increasingly important as the number of connected devices continues to grow. This study presents a thorough analysis of the IoT security issues that exist, with an emphasis on smarthome devices. READ MORE

6. 5. Predicting Patent Data using Wavelet Regression and Bayesian Machine Learning

   University essay from KTH/Matematik (Avd.)

   Author : Mattias Martinsen; [2023]
   Keywords : Wavelet; Regression; Bayesian network; Prediction; Patent; Machine Learning; Wavelet; Regression; Bayesiskt nätverk; Predicering; Patent; Maskininlärning;

   Abstract : Patents are a fundamental part of scientific and engineering work, ensuringprotection of inventions owned by individuals or organizations. Patents areusually made public 18 months after being filed to a patent office, whichmeans that current publicly available patent data only provides informationabout the past. READ MORE