Essays about: "data mining"

Showing result 1 - 5 of 485 essays containing the words data mining.

  1. 1. Classification of role stereotypes for classes in UML class diagrams using machine learning

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Jobaer Ahmed; Maoyi Huang; [2021-03-03]
    Keywords : role-stereotypes; machine learning algorithm; classification; data analysis; data mining; UML class diagram; software design; software engineering;

    Abstract : Software development process is becoming inherently complex in recent decades.To reduce the complexity in the development process developers, software practitioners are constantly looking for newer approach. One approach can be understanding the software design for instance, the UML models earlier in the softwaredevelopment process. READ MORE

  2. 2. Evaluation of the applicability of geophysical methods when characterizing mine waste in Yxsjöberg, Sweden

    University essay from Luleå tekniska universitet/Geovetenskap och miljöteknik

    Author : Palo Matilda; [2021]
    Keywords : geophysics; Yxsjöberg; mine tailings;

    Abstract : Smaltjärnen tailings repository located in Yxsjöberg, Sweden, attracts researchers with questions regarding characterization and potential re-mining. This thesis continuous geophysical characterization done by researchers from the Exploration Geophysics department at Luleå University of Technology but using new data from 2019. READ MORE

  3. 3. Identifying Machine States and Sensor Properties for a Digital Machine Template : Automatically recognize states in a machine using multivariate time series cluster analysis

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Jakob Viking; [2021]
    Keywords : Digital twin; Digital shadow; Unsupervised learning; Cluster analysis; HDBSCAN; Chi-squared goodness of fit test;

    Abstract : Digital twins have become a large part of new cyber-physical systems as they allow for the simulation of a physical object in the digital world. In addition to the new approaches of digital twins, machines have become more intelligent, allowing them to produce more data than ever before. READ MORE

  4. 4. 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

  5. 5. Joint Human-Machine Exploration of Industrial Time Series Using the Matrix Profile

    University essay from Högskolan i Halmstad/CAISR Centrum för tillämpade intelligenta system (IS-lab)

    Author : Felix Nilsson; [2021]
    Keywords : Human-Machine; exploration; industrial; time series; Matrix Profile; data mining; motif; discord; industry 4.0; anomaly detection; discovery; pattern;

    Abstract : Technological advancements and widespread adaptation of new technology in industry have made industrial time series data more available than ever before. This trend is expected to continue, especially with the introduction of Industry 4. READ MORE