Essays about: "MachineLearning"

Showing result 1 - 5 of 80 essays containing the word MachineLearning.

1. 1. 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

3. 2. Machine Learning model applied to Reactor Dynamics

   University essay from KTH/Fysik

   Author : Dionysios Dimitrios Nikitopoulos; [2023]
   Keywords : Master Thesis; Machine Learning; stability; Energy distribution profiles; Prediction; frequency; decay ratio; Data processing; POLCA-T; Pytorch; testing data; RMSE. ii;

   Abstract : This project’s idea revolved around utilizing the most recent techniques in MachineLearning, Neural Networks, and Data processing to construct a model to be used asa tool to determine stability during core design work. This goal will be achieved bycollecting distribution profiles describing the core state from different steady statesin five burn-up cycles in a reactor to serve as the dataset for training the model. READ MORE

4. 3. Object Recognition in Satellite imagesusing improved ConvolutionalRecurrent Neural Network

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : TARUN NATTALA; [2023]
   Keywords : CRNN; CNN; RNN; Machine Learning and Satellite Image Recognition.;

   Abstract : Background:The background of this research lies in detecting the images from satellites. The recognition of images from satellites has become increasingly importantdue to the vast amount of data that can be obtained from satellites. This thesisaims to develop a method for the recognition of images from satellites using machinelearning techniques. READ MORE

5. 4. Anomaly Detection for Condition Monitoring in Robot Systems

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Mingjie Huang; [2023]
   Keywords : ;

   Abstract : This thesis addresses the detection of wear patterns in robot joints as an indication of the increase in wear level or impending failures. The main challenges include identifying key wear features, developing efficient anomaly detection algorithms, ensuring generalization across different joints and operating conditions, and enabling real-time monitoring. READ MORE

6. 5. Unified Modeling Language(UML) generation from userrequirements in naturallanguage

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Megh Gala; [2023]
   Keywords : ;

   Abstract : A significant challenge in software engineering is the process of translating natural language requirements into Unified Modeling Language (UML) diagrams. This thesis delves into the methodologies and approaches involved in the automated derivation of UML diagrams from textual requirements. READ MORE