Sökning: "Evaluation of clusterings"

Hittade 4 uppsatser innehållade orden Evaluation of clusterings.

1. 1. Text Curation for Clustering of Free-text Survey Responses

   Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

   Författare :Anton Gefvert; [2023]
   Nyckelord :Natural Language Processing; NLP; Sentence Representations; Sentence Representation Models; Survey; Surveys; Clustring;

   Sammanfattning : When issuing surveys, having the option for free-text answer fields is only feasible where the number of respondents is small, as the work to summarize the answers becomes unmanageable with a large number of responses. Using NLP techniques to cluster these answers and summarize them would allow a greater range of survey creators to incorporate free-text answers in their survey, without making their workload too large. LÄS MER

3. 2. Exploring Short Text Clustering for Transactional Data

   Master-uppsats, Uppsala universitet/Institutionen för informationsteknologi

   Författare :Staffan Annerwall; [2021]
   Nyckelord :short text; clustering; classification; transactional data;

   Sammanfattning : The digital revolution has led to an increase in digitization of transactional information. Due to the large amount of data, the transactions must be categorized such that an overview of spending can be obtained. LÄS MER

4. 3. Clustering biological data using a hybrid approach : Composition of clusterings from different features

   Magister-uppsats, Institutionen för kommunikation och information

   Författare :Jens Keller; [2008]
   Nyckelord :clustering; bioinformatics; hybrid;

   Sammanfattning : Clustering of data is a well-researched topic in computer sciences. Many approaches have been designed for different tasks. In biology many of these approaches are hierarchical and the result is usually represented in dendrograms, e.g. LÄS MER

5. 4. Evaluation of clusterings of gene expression data

   Magister-uppsats, Institutionen för datavetenskap

   Författare :Zelmina Lubovac; [2000]
   Nyckelord :Gene expression analysis; Evaluation of clusterings; Self organizing maps; Average linkage clustering; Annotations;

   Sammanfattning : Recent literature has investigated the use of different clustering techniques for analysis of gene expression data. For example, self-organizing maps (SOMs) have been used to identify gene clusters of clear biological relevance in human hematopoietic differentiation and the yeast cell cycle (Tamayo et al., 1999). LÄS MER