Essays about: "Keras"

Showing result 6 - 10 of 51 essays containing the word Keras.

  1. 6. Predicting eigenvalues and eigenmodes in non-rectangular rooms with machine learning techniques

    University essay from KTH/Teknisk akustik

    Author : Oscar Lundin; [2022]
    Keywords : Machine learning; Finite elements; Plane wave decomposition; ResNet; Room acoustics; Tensorflow; Keras; Eigenfrequency prediction; Maskininlärning; Finita elementmetoden; Planvåguppdelning decomposition; Rumsakustik; ResNet; Tensorflow; Keras; Prediktering av egenvärden; Egenfrekvenser; Egenmoder.;

    Abstract : Knowing the eigenfrequencies and eigenmodes is of great importance to interior design and a common acoustic engineering problem. Challenges in noise control makes knowing the lower eigenfrequencies particularly important. READ MORE

  3. 7. Classification of sequence tags from tandem mass spectrometry spectra using machine learning models

    University essay from Lunds universitet/Examensarbeten i bioinformatik

    Author : Júlia Ortís Sunyer; [2022]
    Keywords : Biology and Life Sciences;

    Abstract : Motivation: Proteomics is the large-scale study of all the proteins found in a cell, tissue or organism. In the last few years, and thanks to the development of mass spectrometry and bioinformatics, proteomics has led the research in several fields, ranging from medicine to agriculture. READ MORE

  4. 8. Predicting Student Performance Using Machine Learning: A Comparative Study Between Classification Algorithms

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Alabbas Hayder; [2022]
    Keywords : Machine Learning; TensorFlow; Keras; SVM; ANN; Maskininlärning; TensorFlow; Keras; SVM; ANN;

    Abstract : Forskningsfrågan i denna avhandling var att utvärdera och jämföra två ML-algoritmer som var Support Vector Machine (SVM) och Artificial Neural Network (ANN) i termer av noggrannhet, precision, återkallelse, f1-poäng och förutsägelse när de tränades för att klassificera binära datamängder. Datauppsättningen hämtades från Ladok och bestod av anonyma högskolestudenter från en mängd kurser. READ MORE

  5. 9. Performance of Cellular-based Positioning with Machine Learning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Liheng Zhou; [2022]
    Keywords : Cellular-based; Positioning; Machine learning; Noise; DAE; nlDAE; CNN; DnCNN; Cellbaserad; Positionering; Maskininlärning; Buller; DAE; nlDAE; CNN; DnCNN;

    Abstract : From 1G to nowadays 5G, the development of cellular systems stirs more demands and expectation for high quality of cellular-based positioning service. Precise positioning (also called localization) is one of the key applications of 5G and beyond. time of arrival (ToA) techniques is one of the main positioning techniques utilized today. READ MORE

  6. 10. Nowcasting the IRF Auroral Index with Recurrent Neural Networks

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Per Danielsson; [2022]
    Keywords : Aurora borealis; aurora; neural networks; artificial intelligence; machine learning; recurrent;

    Abstract : There is a long history in Kiruna of conducting research on the physics of the aurora borealis. There is also a long history of providing tourists with great opportunities to see the auroras. Planning such tourist activities can be challenging since the auroras are hard to predict. READ MORE