Essays about: "Multi Layer Perceptron Regressor"

Found 4 essays containing the words Multi Layer Perceptron Regressor.

  1. 1. A Study on Data-driven Methods for Selection and Evaluation of Beam Subsets in 5G NR

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Nic Ekman; Ilias Theodoros Skordas; [2022]
    Keywords : 5G; NR; telecom; telecommunications; ML; machine learning; algorithms; beam; widebeam; propagation; beamforming; subset; RAN; radio; radio environment; ericsson; Technology and Engineering;

    Abstract : 5G New Radio is the next generation of mobile networks and it comes with promises of ultra-high speeds, ultra-high reliability and ultra-low latency. This has posed a challenge for the engineers entrusted with the task of finding solutions which could fulfil the specification, and as a result, some promising areas have received increased attention in recent years. READ MORE

  3. 2. Predictive Analysis of Heating Systems for Fault Detection

    University essay from Blekinge Tekniska Högskola

    Author : Syam Kumar Vemana; Sai Keerthi Applili; [2021]
    Keywords : Machine Learning; Supervised Learning; Regression analysis; Fault detection; Predictive analysis;

    Abstract : Background : The heat load has an emergent role in the energy consumption of the heating system in buildings. The industry experts also have been constantly focusing on the heat load optimization techniques and in the recent years, numerous Machine Learning (ML) techniques have come into picture to resolve various tasks. READ MORE

  4. 3. Radar based tank level measurement using machine learning : Agricultural machines

    University essay from Linköpings universitet/Programvara och system

    Author : Daniel Thorén; [2021]
    Keywords : Machine Learning; Radar; AI; Tank level measurement; Linear Regression; Support Vector Regression; Bagging; Bagged Trees; Bagged Regression Trees; Boosting; Boosted Trees; Boosted Regression Trees; Random Forest; Multi Layer Perceptron Regressor; Neural Networks; Regression; Maskininlärning; Radar; Nivåmätning; Regression;

    Abstract : Agriculture is becoming more dependent on computerized solutions to make thefarmer’s job easier. The big step that many companies are working towards is fullyautonomous vehicles that work the fields. To that end, the equipment fitted to saidvehicles must also adapt and become autonomous. READ MORE

  5. 4. Using Ensemble Machine Learning Methods in Estimating Software Development Effort

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Alekhya Kanneganti; [2020]
    Keywords : Software Development Effort; Ensemble; Ensemble Learning; Stacking Ensemble; Software Development Effort Estimation; Machine Learning; Estimation of Software Development Effort; Effort Estimation;

    Abstract : Background: Software Development Effort Estimation is a process that focuses on estimating the required effort to develop a software project with a minimal budget. Estimating effort includes interpretation of required manpower, resources, time and schedule. Project managers are responsible for estimating the required effort. READ MORE