Essays about: "auto"

Showing result 1 - 5 of 337 essays containing the word auto.

  1. 1. Från wayfaring till stråkobservationer : åtta insikter som uppmuntrar till att gå för en sinnligare gestaltning

    University essay from SLU/Dept. of Urban and Rural Development

    Author : Emelie Lenning; [2022]
    Keywords : ; forskningsmetod; fenomenologi; wayfaring; Ingold; sinnlig; perception; gestaltning; autoetnografi; stråkobservationer; landskapsarkitektur;

    Abstract : I ett samhälle som alltmer förlitar sig på kvantitativ data och digitaliserade analysverktyg riskerar människor att gå miste om kunskap och insikter som kan inhämtas från våra sinnen. Hur och vad vi uppfattar sinnligt påverkar hur vi mår i våra städer, men även hur städer och dess invånare utvecklas och formas (Pink 2008). READ MORE

  2. 2. Towards topology-aware Variational Auto-Encoders : from InvMap-VAE to Witness Simplicial VAE

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

    Author : Aniss Aiman Medbouhi; [2022]
    Keywords : Variational Auto-Encoder; Nonlinear dimensionality reduction; Generative model; Inverse projection; Computational topology; Algorithmic topology; Topological Data Analysis; Data visualisation; Unsupervised representation learning; Topological machine learning; Betti number; Simplicial complex; Witness complex; Simplicial map; Simplicial regularization.; Variations autokodare; Ickelinjär dimensionalitetsreducering; Generativ modell; Invers projektion; Beräkningstopologi; Algoritmisk topologi; Topologisk Data Analys; Datavisualisering; Oövervakat representationsinlärning; Topologisk maskininlärning; Betti-nummer; Simplicielt komplex; Vittneskomplex; Simpliciel avbildning; Simpliciel regularisering.;

    Abstract : Variational Auto-Encoders (VAEs) are one of the most famous deep generative models. After showing that standard VAEs may not preserve the topology, that is the shape of the data, between the input and the latent space, we tried to modify them so that the topology is preserved. READ MORE

  3. 3. Cooperative security log analysis using machine learning : Analyzing different approaches to log featurization and classification

    University essay from Linköpings universitet/Databas och informationsteknik

    Author : Fredrik Malmfors; [2022]
    Keywords : Machine learning; word embeddings; deep learning; LSTM; CNN; auto encoder; NLP; natural language processing; intrusion detection; log analysis; logs; log classification; anomaly detection; supervised learning; unsupervised learning;

    Abstract : This thesis evaluates the performance of different machine learning approaches to log classification based on a dataset derived from simulating intrusive behavior towards an enterprise web application. The first experiment consists of performing attacks towards the web app in correlation with the logs to create a labeled dataset. READ MORE

  4. 4. EDUCATORS’ PERSPECTIVES ON ARTS IN EDUCATION, INTERDISCIPLINARY TEACHING AND PEDAGOGICAL ENVIRONMENTS

    University essay from Göteborgs universitet/Institutionen för pedagogik och specialpedagogik

    Author : Theodora Salti; [2021-08-16]
    Keywords : value of arts in education; art-based teaching; interdisciplinary teaching; physical pedagogical environments; expanded pedagogical environments; posthumanism; object-centered learning theory; Reggio Emilia pedagogy;

    Abstract : Aim: Τhis research aims to embark a journey into complex issues of art-based and interdisciplinary teaching and use of pedagogical and extended pedagogical environments based upon educators’ perspectives. Through understanding deeply educators’ views regarding these teaching methods, educators may receive the support needed. READ MORE

  5. 5. Application failure predictions from neural networks analyzing telemetry data

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Max Rylander; Filip Hultgren; [2021]
    Keywords : ;

    Abstract : ith the revolution of the internet, new applications have emerged in our daily life. People are dependent on services for transportation, bank matters, and communication. Services availability is crucial for their survival and competition against other service providers. Achieving good availability is a challenging task. READ MORE