Thesis and project instruction#
Doctoral theses#
Training Methods for Climate and Neural Network Models
Mudassar Abbas
DSc (Tech) thesis, Aalto University, 2018
Master’s theses and projects#
Knowledge Management in Preventive Maintenance. SSAB Cold Leveller as a Case Study
Mikko Krankkala
MEng thesis (in Finnish), Lapland University of Applied Sciences, 2023Predicting Mortality of Intensive Care Patients with Machine Learning Using Electronic Health Record and Non-Invasive Signals
Ali Neissi Shooshtari
MEng thesis, Arcada University of Applied Sciences, 2021Generalizability of Machine Learning Models in Predicting Patient Deterioration
Niko Säkkinen
MSc thesis, University of Helsinki, 2020Interactive Decision Support for Intensive Care Unit Discharge Using Patient Similarity
Tuomas Koskinen
MSc (Tech) thesis, Aalto University, 2020Federated Learning for Mortality Prediction in Intensive Care Units
Hannu Pelttari
MSc thesis, University of Helsinki, 2020Semi-Supervised Learning in Retinal Image Analysis
Joel Jaskari
MSc (Tech) thesis, Aalto University, 2018Active Learning and Interactive Training for Retinal Image Classification
Jaakko Sahlsten MSc (Tech) thesis, Aalto University, 2018Visual Texture Modeling using Mixtures of Gaussian Distributions
Michail Rallis Master’s project, The University of Edinburgh, 2012Learning a Hierarchical Compositional Visual Shape Vocabulary
Alejandro Cartas
Master’s project, The University of Edinburgh, 2011Sharpness Based Analysis of Images with Low Depth of Field and the Effect of Depth of Field on Image Viewing
Susanna Kangas
MSc (Tech) thesis, Helsinki University of Technology, 2007Color Naming and Computational Prediction from Natural Images
Tuuli Nurminen
MSc (Tech) thesis, Helsinki University of Technology, 2005
Bachelor’s theses and projects#
Berry Density Prediction with Convolutional Neural Networks
Lucas Toirkens
Bachelor’s thesis, Hogeschool PXL, 2023Analysis of Berry Counts and Training Material with Object Detection
Joonas Poutanen
BEng thesis (in Finnish), Lapland University of Applied Sciences, 2023An Artificial Intelligence-Based Program for Object Detection
Ville Kananen
BEng thesis (in Finnish), Lapland University of Applied Sciences, 2022