Essays about: "forest and it uses"

Showing result 21 - 25 of 140 essays containing the words forest and it uses.

  1. 21. Comparison of Machine Learning Algorithms for Anomaly Detection in Train’s Real-Time Ethernet using an Intrusion Detection System

    University essay from

    Author : Trayi Chaganti; Tadi Rohith; [2022]
    Keywords : Anomaly detection; Computing methodologies; Machine learning; Real-time Ethernet; Supervised learning;

    Abstract : Background: The train communication network is vulnerable to intrusion assaultsbecause of the openness of the ethernet communication protocol. Therefore, an intru-sion detection system must be incorporated into the train communication network. READ MORE

  3. 22. Risk Stratification of Acute Coronary Syndrome using Machine Learning : An analysis of CLEOS-CPDS data

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

    Author : Glacier Ali; Rebecka Gustavsson; [2022]
    Keywords : Chest pain; Acute coronary syndrome; Computerized history taking; Machine learning; Risk stratification; Bröstsmärtor; Akuta koronara syndrom; Digitaliserad insamling av medicinsk bakgrund; Maskininlärning; Riskbedömning;

    Abstract : Chest pain is one of the most common complaints amongst patients seeking urgent medical care at hospitals. Chest pain can be a symptom of serious cardiovascular disease such as acute coronary syndrome (ACS), however, most underlying causes are benign. Risk stratification in early stages of medical evaluation is difficult. READ MORE

  4. 23. Classification Models for Activity Recognition using Smart Phone Accelerometers

    University essay from Umeå universitet/Statistik

    Author : Biswas Kumar; [2022]
    Keywords : ;

    Abstract : The huge amount of data generated by accelerometers in smartphones creates new opportunities for useful data mining applications. Machine Learning algorithms can be effectively used for tasks such as the classification and clustering of physical activity patterns. READ MORE

  5. 24. Deep and Machine Learning on Imaging Flow Cytometry

    University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Author : Xinyi Dai; [2022]
    Keywords : Imaging flow cytometry; image-based analysis; machine learning;

    Abstract : Cell painting uses fluorescent agents to label the compositions or organelles of cells to evoke morphological profiling. Imaging flow cytometry (IFC) is a multi-channel imaging technique to acquire individual cell images, including the brightfield and multiple single fluorescence channels. READ MORE

  6. 25. Predicting Customer Churn

    University essay from Linnéuniversitetet/Institutionen för matematik (MA)

    Author : Claudia Del Peso; [2022]
    Keywords : ;

    Abstract : The focus of this project is in predicting customer churn. It is essential to consider and handle the imbalance problem, that is why this project explains the imbalance problem, states its importance and presents some methods to handle it. READ MORE