Essays about: "Data Mining with Decision Trees"

Showing result 1 - 5 of 14 essays containing the words Data Mining with Decision Trees.

  1. 1. Decoding communication of non-human species - Unsupervised machine learning to infer syntactical and temporal patterns in fruit-bats vocalizations.

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

    Author : Luigi Assom; [2023]
    Keywords : animal decision making; unsupervised machine learning; UMAP; autoencoders; classifiers; bioacoustics; combinatory syntax; animal communication;

    Abstract : Decoding non-human species communication offers a unique chance to explore alternative intelligence forms using machine learning. This master thesis focuses on discreteness and grammar, two of five linguistic areas machine learning can support, and tackles inferring syntax and temporal structures from bioacoustics data annotated with animal behavior. READ MORE

  3. 2. A study in alcohol : A comparison of data mining methods for identifying binge drinking risk factors in university students

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Sokrates Lamprou; [2021]
    Keywords : binge; drinking; binge-drinking; consumption; background factors; hazardous; data mining; alcohol; university students; logistic regression; random forest; decision trees;

    Abstract : Hazardous alcohol consumption is an issue that affects a lot of university students today. Consuming alcohol tend to have a negative impact on both mental and physical aspects, which can lead to severe alcohol addictions in the future. READ MORE

  4. 3. Knowledge Discovery and Data Mining Using Demographic and Clinical Data to Diagnose Heart Disease.

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

    Author : Javier Fernandez Sanchez; [2018]
    Keywords : machine learning; data science; artificial intelligence; data mining; cardiovascular disease; CVD; exploratory analysis; EDA; clinical data; support vector machines; preprocessing; decision trees; logistic regression; KNN; adaboost; xgboost; random forest; health; healthcare;

    Abstract : Cardiovascular disease (CVD) is the leading cause of morbidity, mortality, premature death and reduced quality of life for the citizens of the EU. It has been reported that CVD represents a major economic load on health care sys- tems in terms of hospitalizations, rehabilitation services, physician visits and medication. READ MORE

  5. 4. Machine Learning for Categorizing Companies in Sweden - A Study for Decision Making Support in Customer Relationship Management

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Christian Frid; [2016]
    Keywords : CRM; Machine Learning; Clustering; Data Mining; Decision Trees; C4.5; K-means; Principal Components Analysis PCA ; Technology and Engineering;

    Abstract : The number of companies in Sweden has shown a significant increase over the last five years (www.bolagsverket.se). Data about these companies is an important asset for the customer relationship management market. READ MORE

  6. 5. Study of Users’ Data Volume as Function of Quality of Experience for Churn Prediction

    University essay from Blekinge Tekniska Högskola

    Author : Ravuri Hemanth Kumar; [2016]
    Keywords : Churn; Mobile Data; Quality of Experience; Experience Sampling Method;

    Abstract : Customer churn has always been a problem to be addressed by the telecommunication service providers. So far, work done in this regard was based on analyzing historical data of the customers by using different data mining techniques. READ MORE