Essays about: "neural network"

Showing result 11 - 15 of 2216 essays containing the words neural network.

1. 11. Android Malware Detection Using Machine Learning

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Rahul Sai Kesani; [2024]
   Keywords : Malware; Machine Learning; Random Forest; Sequential Neural Network.;

   Abstract : Background. The Android smartphone, with its wide range of uses and excellent performance, has attracted numerous users. Still, this domination of the Android platform also has motivated the attackers to develop malware. The traditional methodology which detects the malware based on the signature is unfit to discover unknown applications. READ MORE

3. 12. An evaluation study of 3D imaging technology as a tool to estimate body weight and growth in dairy heifers

   University essay from SLU/Dept. of Animal Nutrition and Management

   Author : Emelie Ahlberg; [2024]
   Keywords : body measurement; body weight; growth; heifer; three-dimensional imaging; young stock management;

   Abstract : The aim of this thesis was to evaluate the use of a 3D camera as a tool to estimate body weight and growth in dairy heifers. Data collection lasted from October 2022 to January 2023 and was performed at the Swedish Livestock Research Centre in Uppsala, Sweden. READ MORE

4. 13. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models

   University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

   Author : Sofia Leksell; [2024]
   Keywords : Federated Learning; Adversarial Attacks; Regression; Classification;

   Abstract : Federated Learning (FL) has emerged as a promising approach for decentralized model training across multiple devices, while still preserving data privacy. Previous research has predominantly concentrated on classification tasks in FL settings, leaving  a noticeable gap in FL research specifically for regression models. READ MORE

5. 14. Predicting inflow and infiltration to wastewater networks based on temperature measurements

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Martin Åsell; [2024]
   Keywords : Inflow and Infiltration; I I; CNN; Linear regression;

   Abstract : Sewer pipelines are deteriorating due to aging and sub optimal material selections, leading to the infiltration of clean ground and rainfall water into the pipes. It is estimated that a significant portion (up to 40-50%) of the water entering wastewater treatment plants is actually clean infiltrated water. READ MORE

6. 15. Time Series Forecasting on Database Storage

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Pranav Patel; [2024]
   Keywords : Machine Learning; Time Series Forecasting; Prediction; Neural Networks; CNN; RNN; Database Storage;

   Abstract : Time Series Forecasting has become vital in various industries ranging from weather forecasting to business forecasting. There is a need to research database storage solutions for companies in order to optimize resource allocation, enhance decision making process and enable predictive data storage maintenance. READ MORE