Essays about: "the Random Cluster Model"

Showing result 16 - 20 of 28 essays containing the words the Random Cluster Model.

1. 16. Scalable Gaussian Process Regression for Time Series Modelling

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

   Author : Vidhyarthi Boopathi; [2019]
   Keywords : Distributed Machine learning; Spark; Gaussian Processes; Regression; Time series; Distribuerad maskininlärning; Spark; Gaussiska processer; Regression; Sensormodellering; Tidsserier;

   Abstract : Machine learning algorithms has its applications in almost all areas of our daily lives. This is mainly due to its ability to learn complex patterns and insights from massive datasets. With the increase in the data at a high rate, it is becoming necessary that the algorithms are resource-efficient and scalable. READ MORE

3. 17. Measuring spatial accessibility to healthcare for people living with HIV-AIDS in southern Nigeria

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : William Ojo; [2018]
   Keywords : geographical information system; healthcare; hiv-aids; Social Sciences;

   Abstract : Equitable distribution of healthcare services towards the reduction of HIV-AIDS prevalence in Nigeria remains a major public health concern. One of several research model to solve this public health problem is the use Geographical Information System, a two-step floating catchment area (2SFCA), this model emerged in the last decade as a key measure of spatial accessibility, particularly in its application to healthcare access. READ MORE

4. 18. Capturing continuous human movement on a linear network with mobile phone towers

   University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

   Author : Jesper Dejby; [2017]
   Keywords : Mobile phone tower analysis; Mobile phone networks; Spatial point processes; Linear networks; Call detail records; Human movement; Human trajectories; Markov decision processes; Continuous random walks;

   Abstract : Anonymous Call Detail Records (CDR’s) from mobile phone towers provide a unique opportunity to aggregate individual location data to overall human mobility patterns. Flowminder uses this data to improve the welfare of low- and middle-income countries. The movement patterns are studied through key measurements of mobility. READ MORE

5. 19. Clustering and forecasting for rain attenuation time series data

   University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

   Author : Jing Li; [2017]
   Keywords : Clustering; Time series Forecasting; Rain attenuation; Machine learning; Unsupervised learning; ; klustring; Tidsserieprognoser; Regn dämpning; Maskininlärning; Unservervised learning; ;

   Abstract : Clustering is one of unsupervised learning algorithm to group similar objects into the same cluster and the objects in the same cluster are more similar to each other than those in the other clusters. Forecasting is making prediction based on the past data and efficient artificial intelligence models to predict data developing tendency, which can help to make appropriate decisions ahead. READ MORE

6. 20. Modeling Control Traffic in Distributed Software Defined Networks

   University essay from KTH/Skolan för elektro- och systemteknik (EES)

   Author : Muhammd Zeshan Naseer; [2016]
   Keywords : ;

   Abstract : Software defined networks (SDNs) have evolved as novel network architecture in modern networking. However, to allow SDN scale for several thousand switches, the control architecture needs to be distributed, with control traffic between switches and controllers, as well as among the controllers. READ MORE