Essays about: "KNN Algorithms"

Showing result 1 - 5 of 49 essays containing the words KNN Algorithms.

  1. 1. Android Malware Detection Using Machine Learning

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Rahul Sai Kesani; [2024]
    Keywords : Malware; Machine Learning; Random Forest; Sequential Neural Network.;

    Abstract : Background. The Android smartphone, with its wide range of uses and excellent performance, has attracted numerous users. Still, this domination of the Android platform also has motivated the attackers to develop malware. The traditional methodology which detects the malware based on the signature is unfit to discover unknown applications. READ MORE

  3. 2. Exploratory analysis of immunological responses in wild and laboratory mice

    University essay from Högskolan i Skövde/Institutionen för biovetenskap

    Author : Ilia Alekseev; [2023]
    Keywords : ;

    Abstract : The use of mice as a model organism in biomedical research is widespread due to their similarities with humans in anatomy and physiology. However, the genetic isolation of inbred strains from natural populations raises concerns about the reliability of these models. READ MORE

  4. 3. Exploring the Feasibility of Replicating SPAN-Model's Required Initial Margin Calculations using Machine Learning : A Master Thesis Project for Intraday Margin Call Investigation in the Commodities Market

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

    Author : Clara Branestam; Amanda Sandgren; [2023]
    Keywords : Machine Learning; Market Risk; Initial Margin; SPAN-model; Central Counterparty Clearing; Margin Call;

    Abstract : Machine learning is a rapidly growing field within artificial intelligence that an increasing number of individuals and corporations are beginning to utilize. In recent times, the financial sector has also started to recognize the potential of these techniques and methods. READ MORE

  5. 4. Identifying the beginning of a kayak race using velocity signal data

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Indre Kvedaraite; [2023]
    Keywords : kayak race; velocity signal; machine learning; support vector machine; k nearest neighbours; random forest;

    Abstract : A kayak is a small watercraft that moves over the water. The kayak is propelled by a person sitting inside of the hull and paddling using a double-bladed paddle. While kayaking can be casual, it is used as a competitive sport in races and even the Olympic games. READ MORE

  6. 5. CUSTOMER CHURN PREDICTION MODEL IN TELECOMMUNICATION SECTOR USING MACHINELEARNING TECHNIQUE

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Nayema Taskin; [2023]
    Keywords : Telecommunication; Customer Retention; Churn Prediction; Machine Learning.;

    Abstract : Customer churn is a critical problem faced by telecom companies, leading to lost revenue and increased marketing costs. In the highly competitive telecommunication sector, customer retention is essential for success. It costs five to seven times more toacquire a new customer than it does to retain an existing one. READ MORE