"machine learning" - Selaus asiasanan mukaan Opinnäytteet - ylempi korkeakoulututkinto (Limited access)
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A Framework for Personalized and Healthy Dietary Planning
(2024)
Pro gradu -tutkielmaNowadays, recommender systems are widely used in many of our most popular products such as: Spotify’s “Recommended Songs”, Facebook’s “People You May Know”, or Amazon’s “Top Picks for You”. However, not many companies have ... -
Agricultural field obstacle detection from vehicle path data
(2023)
Diplomityö -
An ensemble ML model design to classify LOS/NLOS propagation channel, Toward positioning accuracy enhancement in 5G-NR InF scenarios
(2023)
DiplomityöLine of sight (LOS) and non-line of sight (NLOS) channel classification has numerous applications in wireless communication engineering. It can be exploited for target identification and tracking in sensing-dependent ... -
Anomaly Detection for Time Series Data from Internet of Things Devices
(2024)
Pro gradu -tutkielmaThe rapid growth of Internet of Things (IoT) devices resulted in an unprecedented generation of vast amounts of time series data, in terms of volume, variety, and velocity, known as big data. This data is mainly for ... -
Behavioral Modeling of Power Amplifiers with Machine Learning Techniques
(2020)
Diplomityö -
Computational optimization of wave detection algorithms for the electrocardiogram
(2024)
DiplomityöAccording to the World Health Organization (WHO), cardiovascular diseases are the leading cause of death worldwide. Often the first occurence of such a disease is a sudden cardiac arrest. In this challenging environment, ... -
Design and development of statistical and based-on-Machine Learning techniques for top-5 European football leagues
(2023)
Pro gradu -tutkielmaStatistical techniques arose centuries ago with the aim of performing statistical analysis and making decisions based on observation. However, the growth of computational power and the storage of large amounts have turned ... -
Design and Integration of a Scalable Anomaly Detection Microservice Using AWS SageMaker for IoT Sensor Data
(2025)
Pro gradu -tutkielmaWith rapid iteration of AI technology and the digitization of traditional industries nowadays, more and more advanced and convenient features for monitoring technologies are being developed. One important development is ... -
Designing an Automated Translation System For Industrial Content Management
(2024)
DiplomityöIn the current era of globalization, conveying information across the world has become an issue faced by many companies. For effective communication, the information needs to be translated into many languages with precision ... -
Elastic Deep Neural Network for Facial Age Estimation
(2021)
Pro gradu -tutkielma -
Estimating Potential Revenue from Firm Segments in Telecom Industry : a machine learning approach
(2025)
Pro gradu -tutkielmaIn the rapidly evolving telecommunications industry, the focus on predictive analytics has grown significantly with the popularization of machine learning models. These advancements have proven crucial for optimizing ... -
Estimation of Material Properties Using Machine Learning
(2020)
DiplomityöThe aim of this thesis was to study and compare different machine learning regression methodologies to predict the material properties using Barkhausen noise measurements. Some of the features of Barkhausen noise signal ... -
Estimation of position and orientation with optic sensors in an industrial environment
(2022)
DiplomityöRecent advancements with neural networks have made the six degrees of freedom pose es timation of objects with optic sensors more accurate and reliable. Accurate pose estimation is a critical factor in automating processes ... -
Evaluating machine learning models for predictive maintenance in industrial setting : A comparative study
(2024)
Pro gradu -tutkielmaThe industrial sector generates vast volumes of data from various sources, necessitating advanced methods for managing and deriving insights. This thesis investigates machine learning (ML) approaches for predictive ... -
Human Pose Estimation Using Computer Vision
(2020)
DiplomityöHuman pose estimation (HPE) is a classical task in the field of computer vision. Applications developed based HPE can bring us entertainment and convenience in our daily lives. For example, the popular software for teaching ... -
Integrating machine vision target position measurement system into crane control system
(2020)
DiplomityöThe target of this Master of Science thesis was to integrate new machine vision implemented target position measurement system into existing crane control system. The thesis was done for Kalmar, which is part of Cargotec ... -
Leak-detection in water pipeline with Machine learning: A case study with Oras Intelligent Valve
(2023)
DiplomityöLeakage in pipelines is a rising concern due to its financial impact on water utility companies from the water losses. To this end, researchers proposed a multitude of techniques to detect leaks ranging from model-based, ...
