Essays about: "Clustering-based approach"

Showing result 1 - 5 of 10 essays containing the words Clustering-based approach.

  1. 1. Complexity Analysis and Structural Optimization for Architecture Models of Mechatronic Systems

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Yuanyang Zhang; [2023]
    Keywords : Mechatronic System Design; Architecture Model; DSM; Structural Complexity; Partitioning Optimization Design; Mekatronisk Systemdesign; Arkitektur Modell; DSM; Strukturell Komplexitet; Partitionering Optimering Design;

    Abstract : The design and development of mechatronic system are becoming an increasingly complex task due to the numerous disciplines involved, rapidly increasing scales, and the integration issues of different domains and technologies. The structural complexity of the architecture model design decides the quality of system design in many aspects: the scalability of the system design; usage of allocated resources which influences the computational overhead, etc. READ MORE

  3. 2. Recommendation System for Insurance Policies : An Investigation of Unsupervised and Supervised Learning Techniques

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

    Author : Andreas Palmgren; [2023]
    Keywords : Recommendation System; Car Insurance; Machine Learning; Cluster Analysis; KNN; XGBoost; Neural Network;

    Abstract : Recommendation systems have significantly influenced user experiences across various industries, yet their application in the insurance sector remains relatively unexplored. This thesis focuses on developing a car insurance recommendation system that implements a `consumers like you' feature. READ MORE

  4. 3. Automatic Interpretation of Ion Beam Measurements of Walls in Fusion Machines

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

    Author : Daniel Lundberg; Ludvig Johansson; [2023]
    Keywords : ;

    Abstract : The purpose of this study is to investigate whether it is possible to automatically interpret theresults of Time-of-flight Elastic Recoil Detection Analysis (ToF-ERDA). And if so, find out if the automaticinterpretation is quicker and/or more accurate than the current approach that consists of manualanalysis. READ MORE

  5. 4. Online Prediction of Network-Level Public Transport Demand : Case Study in Stockholm

    University essay from KTH/Transportplanering

    Author : Cheng Zhong; [2022]
    Keywords : ;

    Abstract : Public transport, a vital part of transportation systems, plays an essential role in our society to reduce many social issues. however, the issue of mismatching in operation and management in public transport causes passenger dissatisfaction and waste of energy. READ MORE

  6. 5. Anomaly Detection in District Heating using a Clustering based approach

    University essay from

    Author : Minh-Tung Nguyen; Metjan Baduni; [2021]
    Keywords : Anomaly Detection; Data Mining; Unsupervised Machine Learning; Clustering; DBSCAN; Time Series;

    Abstract : The global demand for energy has increased in recent years. In Northern Europe and North America, centralized production and distribution of heat energy is commonly regarded as District Heating (DH). Efficient delivery of heat in the DH system is crucial not only for the building dwellers but even for companies that supply such energy. READ MORE