Courses
I teach the following MSc course in the Spring semester: Computational Data Analysis (02582). In August, I run a one-week PhD course on Applied computational Data Analysis (02910). I also teach in Statistical Evaluation of AI (02445).
Projects
Here is a list of some suggestions for student projects (most of my projects are in collaborations with companies or other departments):
- Market Intelligence Data Analysis with DLi-MI.
- Outlier detection.
- Text mining for maintenance work.
- Data/image analysis related to the Danish Meat Industry
- Deep learning for time dependent signals
- Data science within the pharmaceutial industry.
- Finally, I would be happy to supervise more theoretic student projects (BSc, MSc) related to my research for Students with such interests. Please contact me for further details.
PhD Projects
| Year | Name | On | Completed |
|---|---|---|---|
| 2015-2019 | Jacob Søgaard Larsen | Automated NIR management | - |
| 2015-2018 | Peter Wæde Hansen | Exploring the risk of complications and drug-drug interactions in atrial fibrillation: A data mining study | - |
| 2015-2018 | Sabrina Woltmann | Impact Assessment of University Research | Yes |
| 2015-2018 | Agnes Martine Nielsen | Statistical Learning with Applications in Biology | Yes |
| 2014-2017 | Gudmundur Einarsson | Computerised Quantification of Motions Associated with Psychiatric Disorders | Yes |
| 2014-2017 | Amanda Lenzi | Statistical modelling of space-time processes with applications in meteorology forecast and renewable energy | Yes |
| 2013-2016 | Søren H. Welling | Characterization of absorption enhancers for orally administered therapeutic peptides in tablet formulations - applying statistical learning | Yes |
| 2012-2015 | Ruta Gronskyte | Monitoring animal well-being | Biostatistician at Novo Nordisk |
| 2011-2015 | Sara Sharifzadeh | Multivariate Analysis Techniques for Optimal Vision System Design | Postdoctoral research associate at Loughborough University |
| 2009-2014 | Tamara Sliusarenko | Statistical analyses of campus net evaluation data | Data Analyst, TDC |
Master and Bachelor projects (No longer updated)
| Year | Name | On | What they went on to do |
|---|---|---|---|
| 2015 | Jacob Søgaard Larsen (MSc) | Uncovering perceived quality of educators - Mining student comments and ratings | PhD at DTU |
| 2014-15 | Maxim Khomiakov (MSc) | Multivariate Pattern Analysis in Vehicles on Tracks and Wheels | MSc in Biomedical Engineering at Imperial College London |
| 2014-15 | Lars Holtse Bonde (MSc) | Communication Between Brain Areas - Analyzing Neurodynamics on Single-Trial Level | Consultant, NNIT |
| 2014-15 | Lene Sommer (MSc) | Statistical analysis of calcium signaling in transgenic neurons | Statistician, Novo Nordisk |
| 2014 | Anne Brandt Nielsen & Emilie Lundbye Dalsgaard (BSc) | Statistical Modelling of Medical Doctors' Prescription Patterns | MSc - DTU |
| 2014 | Xixuan Han (MSc) | Dimension reduction by sparse representations of hyper-spectral image data | PhD Student - The University of Hong Kong |
| 2014 | Monica Emerson (MSc) | Novelty Detection of Foreign Objects Using Grating-Based Interferometry | PhD Student - Image Analsyis, DTU |
| 2013 | Nicolas Tiaki Otsu (MSc) | Classification of the anatomy on 3D scans of human heads | Vision and automation engineer, Novo Nordisk |
| 2013 | Lilia Maria Montoya Hadvig (MSc) | Charging flexibility analysis on electrical vehicle fleet data | |
| 2013 | Christina Alfast Espensen (BSc) | A Statistical Investigation of Outliers in Assessment in Engineering Education | MSc - DTU |
| 2012 | Pietro Gori (MSc) | Anatomical brain structures as biomarkers for Tourette | PhD Student at INRIA - ICM, Paris, France |
| 2010 | Jakob Janot (MSc) | Description of moisture distribution in bread based on multi-spectral images MSc Thesis | Bioinformatics Research Scientist at Exiqon |