Essays about: "Clustering"

Showing result 1 - 5 of 771 essays containing the word Clustering.

  1. 1. Next Best Action : A clustering framework for Customer Relationship Management

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : William Takolander; [2022]
    Keywords : CRM; Clustering; Data analysis; Customer engagement;

    Abstract : For companies that supply a service to their customers, there will always be a difference in engagement from customer to customer. Some customers might have created an account, they might also have a paid subscription, or they neither have an account nor are a subscriber. Meaning that they only interact with the free content provided. READ MORE

  2. 2. Characterization of familial Alzheimer’s disease using unsupervised learningalgorithmsA data analysis of Alzheimer’s disease cases

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Tim Littau; [2022]
    Keywords : ;

    Abstract : Familial Alzheimer's Disease (FAD) is characterized by an early onset, cognitive impairment and dementia. Besides the symptomatic characterization, FAD shows an abundance of amyloid beta and tau protein in the patients' brains. READ MORE

  3. 3. Design of high performance buildings : Vulnerability of buildings to climate change from an energy perspective

    University essay from KTH/Hållbara byggnader

    Author : Robin Gobert; [2022]
    Keywords : Climate Change; High Performance Buildings; Dynamic Thermal Simulations; Thermal Regulation; Environmental Regulation; Cooling Needs; Heating Needs; Representative Data; Big Data; Clustering;

    Abstract : The challenge of climate change is twofold: to mitigate (prevent) the causes of climate change and to prepare (adapt) to the inevitable effects and consequences. Building and construction are key sectors for decarbonisation (mitigation). READ MORE

  4. 4. Comparing Weak and Strong Annotation Strategies for Multiple Instance Learning in Digital Pathology

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Alice Ciallella; [2022]
    Keywords : Multiple-Instance Learning MIL ; prostate cancer; bag creation; digital pathology; binary classification; multiclass classification;

    Abstract : Prostate cancer is the second most diagnosed cancer worldwide and its diagnosis is done through visual inspection of biopsy tissue by a pathologist, who assigns a score used by doctors to decide on the treatment. However, the scoring system, the Gleason score, is affected by a high inter and intra-observer variability, lack of standardization, and overestimation. READ MORE

  5. 5. A Case Study: Optimising PAP ambulance location with data and travel time analysis

    University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Author : Kurasinski Lukas; Tan Jason; [2022]
    Keywords : Data science; PAP; ambulance; travel time analysis; machine learning; optimization; case study; mental illness; Region skane; psychiatric ambulance; prehospital acute psychiatry; clustering; kmeans; regression; population coverage; area coverage; response time; ambulance station; data analysis;

    Abstract : The mental health concerns in Sweden have been increasing since the beginning of the 2000’s, where Skåne County in the southern parts of Sweden has shown to be slightly higher in a proportion of reported cases in comparison to other regions. To address the growing need for psychiatric healthcare, the health services of the region of Skåne (Region Skåne) have introduced a psychiatric ambulance unit as a part of first responders. READ MORE