Essays about: "thesis fuzzy"

Showing result 16 - 20 of 126 essays containing the words thesis fuzzy.

  1. 16. Combined Regularisation Techniques for Artificial Neural Networks

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Joseph Binns; [2022]
    Keywords : Artificial Neural Networks; ANNs; Overfitting; Combined Regularisation Techniques; Regularisation Techniques; Regularisation; L2; Weight Decay; Dropout; Early Stopping; Physics and Astronomy;

    Abstract : Artificial neural networks are prone to overfitting – the process of learning details specific to a particular training data set. Success in preventing overfitting through combining the L2 and dropout regularisation techniques has led to the combination’s recent popularity. READ MORE

  3. 17. Sustainability Evaluation of Transformer Insulating Liquid against UN SDGs

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

    Author : Yi Liu; [2022]
    Keywords : United Nations; Sustainable Development Goals; evaluation method; triangle fuzzy number; petroleum; crude oil; gas; vegetable oil; soybean; rapeseed; United Nations; Globala målen; utvärderingsmetod; triangel fuzzy number; petroleum; råolja; gas; vegetabilisk olja; sojaböna; raps;

    Abstract : To achieve a shared blueprint for peace and prosperity for people and the planet, the United Nations has defined the 2030 Agenda for Sustainable Development, including economic, social, and environmental sustainability as three pillars. This thesis work is aimed at building a sustainability evaluation framework to investigate the product, which in this study is transformer insulating liquid. READ MORE

  4. 18. IMPROVING THE PERFORMANCE OF DCGAN ON SYNTHESIZING IMAGES WITH A DEEP NEURO-FUZZY NETWORK

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Ludvig Persson; William Andersson Arvsell; [2022]
    Keywords : DCGAN; GAN; ANN; Neuro-Fuzzy; Neuro; Fuzzy; ML; MNIST; EMNIST; FIS; DNFN;

    Abstract : Since mid to late 2010 image synthesizing using neural networks has become a trending research topic. And the framework mostly used for solving these tasks is the Generative adversarial network (GAN). GAN works by using two networks, a generator and a discriminator that trains and competes alongside each other. READ MORE

  5. 19. NLP-based Failure log Clustering to Enable Batch Log Processing in Industrial DevOps Setting

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Ali Homayouni; [2022]
    Keywords : natural language processing; failure clustering; nightly testing; industrial devops;

    Abstract : The rapid development, updating, and maintenance of industrial software systems have increased the necessity for software artifact testing. Some medium and large industries are forced to automate the test analysis process due to the proliferation of test data. READ MORE

  6. 20. Comparing Cloud Orchestrated Container Platforms : Under the lenses of Performance, Cost, Ease-of-Use, and Reliability

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Thameez Ahmad Bodhanya; [2022]
    Keywords : ;

    Abstract : Recent years has seen mass adoption of the Containerization computing paradigm. In parallel, a mass adoption of the Cloud Computing paradigm has occurred. READ MORE