Essays about: "DR methods"
Showing result 1 - 5 of 39 essays containing the words DR methods.
-
1. Organization of Electronic Dance Music by Dimensionality Reduction
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : This thesis aims to produce a similarity metric for tracks of the genre: Electronic Dance Music, by taking a high-dimensional data representation of each track and then project it to a low-dimensional embedded space (2D and 3D) by applying two Dimensionality Reduction (DR) techniques called t-distributed stochastic neighbor embedding (t-SNE) and Pairwise Controlled Manifold Approximation (PaCMAP). A content-based approach is taken to identify similarity, which is defined as the distances between points in the embedded space. READ MORE
-
2. Image analysis on the structure of the Achilles tendon
University essay from Lunds universitet/Avdelningen för Biomedicinsk teknikAbstract : The Achilles tendon is the largest tendon of the human body which makes injuries of it very painful and incapacitating. A common factor of the pain are heterotopic ossifications, which are mineral deposits occurring inside the normal tendon tissue. Why and how heterotopic ossifications occur are somewhat unknown. READ MORE
-
3. Development and testing of a novel solar dryer design with an incorporated heat exchanger - For use in the Himalayan regions
University essay from Lunds universitet/Institutionen för energivetenskaperAbstract : Food scarcity is a common occurrence for farmers in the rural Himalayan regions. As fruits and vegetables are a crucial part of most farmers' diet, food deficiency can become evident in between harvesting periods, when there is no fresh supply. READ MORE
-
4. Is That Really You, Sherlock Holmes? : A Corpus Stylistic and Comparative Literary Analysis Investigating the Survival of the Authentic Holmes in Contemporary Pastiches
University essay from Linnéuniversitetet/Institutionen för språk (SPR)Abstract : This thesis has conducted an extensive character analysis of Sherlock Holmes by comparing the original, authentic detective, as he appears in a corpus consisting of Conan Doyle’s collected works about Holmes, to the characterisation in three select period pastiches. The aim was to analyse to what extent the true characterisation of the famous sleuth has survived in contemporary adaptations, more specifically in the three texts, Sherlock Vs. READ MORE
-
5. Interpretation of Dimensionality Reduction with Supervised Proxies of User-defined Labels
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)Abstract : Research on Machine learning (ML) explainability has received a lot of focus in recent times. The interest, however, mostly focused on supervised models, while other ML fields have not had the same level of attention. Despite its usefulness in a variety of different fields, unsupervised learning explainability is still an open issue. READ MORE
