Essays about: "definition of networks"

Showing result 1 - 5 of 82 essays containing the words definition of networks.

1. 1. Dataset Drift in Radar Warning Receivers : Out-of-Distribution Detection for Radar Emitter Classification using an RNN-based Deep Ensemble

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Kevin Coleman; [2023]
   Keywords : Radar Emitter Classification; Pulse Descriptor Word; Out of Distribution Detection; Dataset Drift; Uncertainty Estimation; Deep Ensembles; Recurrent Neural Networks; LSTM;

   Abstract : Changes to the signal environment of a radar warning receiver (RWR) over time through dataset drift can negatively affect a machine learning (ML) model, deployed for radar emitter classification (REC). The training data comes from a simulator at Saab AB, in the form of pulsed radar in a time-series. READ MORE

3. 2. A Literature Review on the Impact of Artificial Intelligence in Requirements Elicitation and Analysis

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Konstantinos Papapanos; Julia Pfeifer; [2023]
   Keywords : Requirements Engineering; Requirements Elicitation; Requirements Analysis; Artificial Intelligence;

   Abstract : This thesis was conducted by two students as part of their Strategic Information Systems Management degree program at Stockholm University. As presented in this study, the manual elicitation processes in Requirements Engineering are error-prone and time-consuming. READ MORE

4. 3. Messing With The Gap: On The Modality Gap Phenomenon In Multimodal Contrastive Representation Learning

   University essay from Uppsala universitet/Industriell teknik

   Author : Mohammad Al-Jaff; [2023]
   Keywords : Multimodal machine learning; Representation learning; Self-supervised learning; contrastive learning; computer vision; computational biology; bioinformatics;

   Abstract : In machine learning, a sub-field of computer science, a two-tower architecture model is a specialised type of neural network model that encodes paired data from different modalities (like text and images, sound and video, or proteomics and gene expression profiles) into a shared latent representation space. However, when training these models using a specific contrastive loss function, known as the multimodalinfoNCE loss, seems to often lead to a unique geometric phenomenon known as the modality gap. READ MORE

5. 4. Facilitating internationalization through business models - A multiple case study of Swedish Cleantech SMEs

   University essay from Göteborgs universitet/Graduate School

   Author : Markus Näslund; Hannes Svensson; [2022-07-05]
   Keywords : Business Model; Business Model Innovation; Business Model Replication; Internationalization; Networks; SME;

   Abstract : Globalization has seen an increase in the last decades and has increased the need for sustainable development and sustainable technologies in light of energy shortages. Cleantech is the definition of innovations reducing the environmental impact and Sweden is one of the leading actors within the segment. READ MORE

6. 5. Musical interaction in online music education

   University essay from Lunds universitet/Musikhögskolan i Malmö

   Author : Tobias Fejne Allvin; [2022]
   Keywords : Actor-network theory; Covid-19 pandemic; Mediation; Musical interaction; Networks; Online music education; Reification; Social constructionism; Technology; Educational Science; Music Education; Aktör-nätverksteori; Covid-19 pandemin; Mediering; Musikaliskt samspel; Nätverk; Online undervisning; Reifikation; Socialkonstruktionism; Teknologi; Utbildningsvetenskap; Musikpedagogik; Performing Arts; Social Sciences;

   Abstract : The present study seeks to examine musical interaction in online education. Although the study focuses on how teachers have adapted their teaching methods to the new circumstances dictated by the still-ongoing covid-19 pandemic, the ambition has also been to investigate how a beneficial music education online could be conducted in order to promote a global teaching environment with sustainable travelling habits. READ MORE