Supervisors for projects and theses: Difference between revisions

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This is a list of the Computer Science Department faculty that can supervise projects and theses, with a brief indication of scientific interests and possible projects.
To students: This is a list of Computer Science Department people who can supervise projects and theses, with interests and project ideas. Also see [[Research Project and Thesis]]. Valid from spring 2024: [[Media:ILOs-final-projects-BDS-BSWU-KCS-KDS-KSD-20230906.pdf|Intended Learning Outcomes for BSc and MSc theses]].


Supervisors: Please edit your information to be valuable to students, possibly in the style of Peter S. The list of projects may be inline in this page or a link a separate one.
To supervisors: Please edit your information to be valuable to students. The list of projects may be inline in this page or a link to a separate one.
 
=== Anna Rogers ===
Natural language processing: language models, interpretability, evaluation, machine reading comprehension, AI ethics
 
[mailto:arog@itu.dk '''Email'''] | [https://annargrs.github.io/ '''Homepage'''] | [https://annargrs.github.io/lab/#thesis-and-project-supervision-at-itu '''Project directions'''] | [https://twitter.com/annargrs '''Twitter''']


=== Alessandro Bruni ===
=== Alessandro Bruni ===
Security.
Security, protocols, protocol analysis, formal verification, logics, ethical hacking, electronic voting, IoT
 
[https://alessandrobruni.name/projects/ Projects page]
 
=== Amelia Jiménez-Sánchez ===
Deep learning, medical imaging, health, curriculum learning, domain adaptation, federated learning, evaluation of AI.
 
[mailto:amji@itu.dk '''Email'''] | [https://ameliajimenez.github.io '''Website'''] | [https://twitter.com/ameliajimsan '''Twitter''']


=== Andres Faina ===
=== Andres Faina ===
Robotics.
Robotics, both software and hardware. Self-reconfigurable robotics, evolutionary robotics, liquid-handling robots, electronic and mechanical design (including automatic design),  hardware and prototypes. A lot of projects combine software and hardware, but just software projects are also available.
<br/>[mailto:anfv@itu.dk '''Email'''] and [https://real.itu.dk/people/afaina/ '''Homepage'''] and [https://docs.google.com/presentation/d/17Nrdlt9NK9WHR_B2lQabD_WArQIonnlfiKqEGPFUYvw/edit#slide=id.g11bbde65282_2_75 '''List of project ideas (REAL lab)'''].


=== Andrzej Wasowski ===
=== Andrzej Wasowski ===
Programming languages, software product lines, software analysis tools.
Software Engineering, Software Quality Assurance, Bugs Finding and Fixing, Static Analysis and Testing, Open Source, Project, Linux Kernel, Robot Operating System, Probabilistic Programming, Data Privacy and Leakage
<br/>[mailto:wasowski@itu.dk '''Email'''] and [https://www.itu.dk/people/wasowski/ '''Homepage'''] and [https://square.itu.dk/?page_id=1167 '''List of project ideas'''].


=== Barbara Plank ===
=== Bernardo Machado David ===
Data science, natural language processing.
Cryptography, multiparty computation, blockchain.<br/>
Research interests: foundations (oblivious transfer/commitments), efficient multiparty computation, privacy preserving and scalable blockchain applications, privacy preserving machine learning.<br/>
'''[mailto:beda@itu.dk Email]''', '''[https://www.bmdavid.com Homepage]''' and '''[https://www.bmdavid.com/projects.html Project Ideas]'''


=== Bernardo Machado David ===
=== Bertram Højer ===
Security, cryptography, blockchain.
Natural Language Processing, Representation Learning, Definitions of Intelligence, Reasoning, Interpretability


=== Björn Thór Jónsson ===
[mailto:berh@itu.dk Email]
Data systems, interactive media search and exploration.


=== Carsten Schürmann ===
=== Carsten Schürmann ===
Security, logic.
Information security; socio-technical systems, security analysis, IoT security, offensive security, forensics, program and protocol verification, standards and certification. Election security; cryptographic voting protocols, statistical methods in elections and risk-limiting audits, zero-knowledge proof checking, identity management. Digital democracy; models of electoral transparency, vote privacy and trust, computational social choice. Programming language theory, type theory, logic, formal methods; logical frameworks, substructural and modal logics, domain specific programming languages, concurrency, automated theorem proving, proof assistants, computational logic.
 
=== Christian Hardmeier ===
Natural language processing: Machine translation, multilingual NLP, bias and fairness in NLP, reference in language, discourse/text-level NLP.
 
'''[https://christianhardmeier.rax.ch/ Homepage]''' and '''[https://christianhardmeier.rax.ch/thesis-projects/ Project Ideas]'''
 
=== Christian Sivertsen ===
Mixed reality, telepresence, experience design for museums, art, and culture.
 
'''[https://csiv.dk/ Homepage]'''


=== Christian Østergaard Madsen ===
=== Christian Østergaard Madsen ===
Government IT.
Public IT projects, digital governance, multichannel management, service design, action research, qualitative and quantitative studies, literature reviews


=== Claus Brabrand ===
=== Claus Brabrand ===
Programming languages, program analysis, CS education.
Computing Education Research, Intrinsic/Extrinsic Motivation, Diversity/Gender Studies, Cognitive Competences (SOLO Taxonomy), Teaching/Learning Activities, Online Teaching/Learning Activities, Assessment, Learning Tools, Educational Experiments.


=== Dan Witzner Hansen ===
=== Dan Witzner Hansen ===
Image analysis, machine learning, eye tracking, Gaze interaction, sports analysis,
Image analysis, machine learning, eye tracking, Gaze interaction, sports analysis, Eye information, Privacy and security within Eye information.
 
=== Dovile Juodelyte ===
Deep learning, transfer learning, medical imaging. Currently only co-supervising with Veronika Cheplygina.
 
[mailto:doju@itu.dk '''Email'''] | [https://dasya.itu.dk/for-students/proposals/ '''Project ideas''']
 
=== Eduard Kamburjan ===
Software engineering.
 
=== Elda Paja ===
Requirements, software engineering, security.
 
=== Eleni Tzirita Zacharatou ===
Data Management, Spatial Data Analytics, Data Structures
 
[https://heltzi.github.io/ Website]| [https://dasya.itu.dk/for-students/proposals/ '''Project ideas'''] | [mailto:elza@itu.dk '''Email''']
 
=== Elisa Bassignana ===
Natural Language Processing, Computational Social Science.
 
[mailto:elba@itu.dk Email], [https://elisabassignana.github.io/ Homepage]
 
=== Fabricio Batista Narcizo ===
Eye tracking, computer vision, machine learning, web programming, and mobile app development.
 
'''NB:''' Since Fabricio is a part-time lecturer, [https://itustudent.itu.dk/Study-Administration/Project-Work/Finding-a-supervisor you must ask for permission for him to supervise BSc and MSc projects].<br/>
'''[mailto:fabn@itu.dk Email]'''
 
=== Harshit ===
Photogrammetry, Computer Vision, 3D Scene Reconstruction, Point cloud Processing, 3D Geospatial Modeling


=== Helge Pfeiffer ===
=== Helge Pfeiffer ===
Software engineering.
Software Engineering, Software Quality and Metrics, Technical Debt, DevOps, Continuous Integration and Delivery/Deployment, Dependency Management, Reverse Engineering


=== Jan Pries-Heje ===
[https://www.itu.dk/people/ropf/ '''Homepage'''] and [https://www.itu.dk/people/ropf/thesis_topics.html '''Project ideas''']


=== Jens Schmidt ===
=== Jens Schmidt ===
Government IT.
Government IT. IT Projects. Software Engineering.
 
=== Jes Frellsen ===
Machine learning, bioinformatics.


=== Jesper Bengtson ===
=== Jesper Bengtson ===
Line 48: Line 100:


=== Jørgen Staunstrup ===
=== Jørgen Staunstrup ===
Mobile apps (Android) and Concurrency


=== Kasper Støy ===
=== Kasper Støy ===
Robotics software.
Robotics. Current topics: Affective robots, lab automation, and braid robotics.
 
=== Konstantinos Manikas ===
Software architecture, software development, software engineering, agile development/architecture, enterprise architecture & IT strategy.<br/>
'''NB:''' Since Konstantinos is a part-time lecturer, [https://itustudent.itu.dk/Study-Administration/Project-Work/Finding-a-supervisor you must ask for permission for him to supervise BSc and MSc projects].<br/>
'''[mailto:koma@itu.dk Email]''' , '''[http://k.manikas.dk/ homepage]'''


=== Leon Derczynski ===
=== Leon Derczynski ===
Data science, natural language processing.<br/>
Very limited supervision availability. Data science, natural language processing.<br/>
Research interests: Fake news detection, Social media, Health analytics<br/>
Research interests: Fake news detection, Social media, Health analytics<br/>
'''[mailto:ld@itu.dk Email]''' and '''[http://www.derczynski.com/itu/ homepage]'''
'''[mailto:ld@itu.dk Email]''', '''[http://www.derczynski.com/itu/ homepage]''', '''[http://www.derczynski.com/itu/projects.html project list]'''
 
=== Louise Barkhuus ===
Social science studies of technology, privacy, qualitative and quantitative methods, mobile social technologies, human-computer interfaces (HCI)
 
Website: [http://www.barkhu.us www.barkhu.us]
 
=== Louise Meier Carlsen ===
Mathematics<br/>
Computer science education
 
=== Luca Aiello ===
Computational Social Science, Data Science, Applied Machine Learning, Network Science.
 
[mailto:luai@itu.dk '''Mail'''], [http://www.lajello.com/ '''Website'''], and [https://twitter.com/lajello '''Twitter'''],  [https://nerds.itu.dk/students/ NERDS Student page]
 
=== Mahsa Varshosaz ===
Software testing and verification, software product lines analysis, program repair, quantitative verification.
<br/>[mailto:mahv@itu.dk '''Email'''] and [http://mahsavarshosaz.net/ '''Homepage''']


=== Marco Carbone ===
=== Marco Carbone ===
Concurrency, distributed systems.
Security, Software as a Medical Device, Programming Languages, Concurrency, Distributed Systems, Formal Models
 
Current topics:
- Using Machine Learning to guess communication protocols in a distributed System
- Detect communication errors in robots - in collaboration with Andrzej Wasowski
- Privacy via Gradual Typing in Erlang - in collaboration with Alessandro Bruni
 
General topics: 
- Risk Management (formal models or Software as a Medical Device)
- Behavioural types in mainstream programming languages
 
[mailto:maca@itu.dk Mail]; [http://www.itu.dk/people/maca WWW]
 
=== Maria Astefanoaei ===
Spatial data analysis, timeseries data, large scale visualisations, machine learning, urban computing, graph algorithms, human mobility, embeddings


=== Maria Paasivaara ===
[mailto:msia@itu.dk '''Mail'''], [https://mariaast.github.io/ '''Website'''], [https://dasya.itu.dk/for-students/proposals/ '''Projects Ideas''']
Software engineering.


=== Martin Aumüller ===
=== Martin Aumüller ===
Line 69: Line 158:


=== Michael Szell ===
=== Michael Szell ===
Data science, network analysis.
Not supervising until Fall 2025 (parental leave). Urban Data Science, Network Science, Bicycle Networks and Infrastructure, Human Mobility, Sustainable Urban Transport, Social Networks, Computational Social Science.
 
[mailto:misz@itu.dk '''Email'''], [http://michael.szell.net/ '''Website'''], [http://michael.szell.net/teaching/#projectideas '''Project Ideas'''], [https://nerds.itu.dk/students/ NERDS Student page]


=== Michele Coscia ===
=== Michele Coscia ===
Data science, network analysis.
Network Analysis, Social Networks, Data Mining, Human Mobility, Complex Systems, Economic Development, Memetics.
 
[mailto:mcos@itu.dk Email] and [http://www.michelecoscia.com/ Homepage] and [http://www.michelecoscia.com/?page_id=1626 List of project ideas]. [https://nerds.itu.dk/students/ NERDS Student page]


=== Mircea Lungu ===
=== Mircea Lungu ===
Software engineering.
Software engineering, software evolution, big software data, software visualization, tools for software development and tools for augmenting learning.
<br/>[mailto:mlun@itu.dk '''Email'''] and [https://mircealungu.com/ Homepage] and [https://github.com/mircealungu/student-projects Student Projects].


=== Natalie Schluter ===
=== Nutan Limaye ===
Data science, natural language processing.
Algorithms.  


=== Oksana Kulyk ===
=== Oksana Kulyk ===
Security.
Security, privacy, electronic voting, human factors, usability
<br/>[mailto:okku@itu.dk '''Email'''] and [https://okskulyk.github.io Homepage].
 
=== Paloma Thomé de Lima ===
Algorithms.  


=== Paolo Tell ===
=== Paolo Tell ===
Software engineering.
Software engineering.
Current topics:
- State of the art of automation for systematic literature studies.
- Adoption of AI4SE in the Danish IT industry.
- Understanding how AI4SE can be integrated effectively into software engineering practices.
General topics: 
- Software development processes and practices in the wild.
- Technologies to improve cooperation in SE teams.
[mailto:pate@itu.dk Mail]


=== Patrick Bahr ===
=== Patrick Bahr ===
Programming languages, compilers.
Programming languages, compilers, type theory, formal verification, functional programming
<br/>[mailto:paba@itu.dk '''Email'''] and [https://www.itu.dk/~paba/ '''Homepage'''] and [http://bahr.io/students.html '''Project ideas'''].
 
=== Payam Zahadat ===
Robotics software, swarm robotics, bioinspired computing.


=== Peter Sestoft ===
=== Peter Sestoft ===
Programming languages, software development, parallel programming, end-user programming, spreadsheet technology, compilers.  
Programming languages, software development, functional programming, parallel programming, end-user programming, spreadsheet technology, compilers.  
<br/>[mailto:sestoft@itu.dk '''Email'''] and [https://www.itu.dk/people/sestoft/ '''Homepage'''] and [https://www.itu.dk/people/sestoft/itu/specialeideer.html '''List of project ideas'''].
<br/>[mailto:sestoft@itu.dk '''Email'''] and [https://www.itu.dk/people/sestoft/ '''Homepage'''] and [https://www.itu.dk/people/sestoft/itu/specialeideer.html '''List of project ideas'''].


=== Philippe Bonnet ===
=== Pınar Tözün ===
Data systems, databases, internet of things.
Data systems, databases, data management on modern hardware, workload characterization, heterogeneous hardware.
[mailto:pito@itu.dk Email] and [http://www.pinartozun.com/ Homepage] and [https://dasya.itu.dk/for-students/proposals/ Project ideas for the data systems group].


=== Pinar Tözün ===
=== Radu-Cristian Curticapean ===
Data systems, databases.
[http://mailto:racu@itu.dk Contact me] if you're interested in a project in algorithms or theoretical computer science in general. I am also interested in exploring modern ways of teaching computer science.


=== Rasmus Pagh ===
=== Rasmus Ejlers Møgelberg ===
Algorithms.
Programming languages, logic, semantics. Dependent types.


=== Rasmus Ejlers Møgelberg ===
=== Raúl Pardo ===
Programming languages, logic, semantics.
Online privacy: privacy in data analytics, privacy in Internet of Things, privacy in social networks, enforcement of privacy regulations (e.g., GDPR); probabilistic programming; formal methods; Bayesian data analysis.
 
[http://raulpardo.net '''Homepage'''] and [mailto:raup@itu.dk '''Email''']
 
See also the [https://ituniversity.sharepoint.com/:w:/s/SQUARE/ETfGAaAkyU5KvxwPURfwKtYBTSQAdaD5fznQ1HSpNF_ZnA?e=YGdqS6 '''list of project ideas'''] in the SQUARE group.


=== Riko Jacob ===
=== Riko Jacob ===
Algorithms, parallel programming, numeric algorithms.
Topics: (Parallel) Algorithms, complexity, sorting, experiments, differential privacy, combinatorial optimization
 
A project on algorithmic group formation with different thesis possibilities.
 
Write me an [mailto:rikj@itu.dk '''email''']  and we will discuss the details of a bachelor-, master- or project-thesis.
 
=== Rob van der Goot ===
Natural Language Processing.
 
[mailto:robv@itu.dk '''Email'''], [https://robvanderg.github.io/ '''Website'''], [https://robvanderg.github.io/thesisProjects/ '''Potential projects'''],
 
=== Robert Bayer ===
Topics: TinyML, Resource-constrained hardware, ML on satellites, tinyML, edgeML.
 
[mailto:roba@itu.dk '''Email'''], [https://itu-dasyalab.github.io/RAD/ '''Website'''], [https://dasya.itu.dk/for-students/proposals/ '''Potential projects'''],


=== Roberta Sinatra ===
=== Roberta Sinatra ===
Data science, network analysis.
Very limited supervision availability. Social Networks, Network Science, Computational Social Science, Data Science, Complex Systems, Science of Science
 
[mailto:rsin@itu.dk '''Email'''], [http://www.robertasinatra.com/ '''Website'''], [https://twitter.com/robysinatra '''Twitter'''], [https://nerds.itu.dk/students/ NERDS Student page]
 
=== Rodrigo Moreno Garcia ===
Machine learning applied to control, design and optimization of robots, Modular Robots, Laboratory automation for chemistry and biotech, Evolutionary robotics.
 
[mailto:rodr@itu.dk '''Email'''], [https://real.itu.dk/people/rodrigo-moreno/ '''Website'''], [https://docs.google.com/presentation/d/17Nrdlt9NK9WHR_B2lQabD_WArQIonnlfiKqEGPFUYvw/edit?usp=sharing '''Project ideas''']


=== Rosario Giustolisi ===
=== Rosario Giustolisi ===
Security.
Security.
[mailto:rosg@itu.dk '''Email'''], [http://itu.dk/people/rosg '''Website'''], and [https://itu.dk/people/rosg/#project '''List of project ideas''']


=== Rune Møller Jensen ===
=== Rune Møller Jensen ===
Optimization, logistics.
Meta heuristics, constructive heuristics, mathematical programming, constraint programming, prediction, classification, forecasting, development of large-scale optimization algorithms like phase-decompositions and test driven design, decision support systems for stowage planning, uptake management, and capacity management in container and break-bulk liner shipping.
<br/>[mailto:rmj@itu.dk '''Email'''] and [https://www.itu.dk/people/rmj/ '''Homepage'''] and [http://www.itu.dk/~rmj/pmwiki/pmwiki.php?n=Main.ThesisProjects '''List of project ideas'''].


=== Sami Brandt ===
=== Sami Brandt ===
Image analysis, statistics.
Image, video, and audio analysis; mathematical imaging; computer vision; machine learning; statistics. <br/>[mailto:sambr@itu.dk '''Email'''] and [https://www.researchgate.net/profile/Sami_Brandt '''Homepage'''].
 
=== Sinisa Neskovic ===
Web Application Development, Web Architectures and Frameworks, Advanced Software Architectures.
<br/>
'''NB:''' Since Sinisa is a part-time lecturer, [https://itustudent.itu.dk/Study-Administration/Project-Work/Finding-a-supervisor you must ask for permission for him to supervise BSc and MSc projects].
<br>[mailto:sinn@itu.dk Email]


=== Søren Debois ===
=== Søren Debois ===
Security, distributed systems.
Very limited supervision availability. Security, distributed systems, blockchain, smart contracts, applications in large organisations, applications of traditional security techniques to compliance.
<br>[https://www.itu.dk/people/debois/#teaching '''Homepage'''].
 
=== Stefan Heinrich ===
Neurocognition inspired Machine Learning and Machine Learning driven Cognitive Modelling, often on Problems in Natural Language Processing and Language Acquisition.
 
[mailto:itu@stefanheinrich.net '''Email'''] | [https://stefanheinrich.net/ '''Website'''] | [https://stefanheinrich.net/student-projects/ '''Suggestions for student projects''']
 
=== Stella Grasshof ===
Face models; 3D reconstruction; factorization models; Non-rigid structure from motion; 3D point correspondences; image registration; Image, video, and audio analysis; Image processing; computer vision; machine learning; spatial and temporal alignment; expression transfer; mental health; body motion analysis; Human motion
<br/>
[mailto:stgr@itu.dk '''Email'''], [http://stellagrasshof.com/ '''Website'''], [http://stellagrasshof.com/studentprojects/ '''Studentprojects''']


=== Søren Lauesen ===
=== Therese Graversen ===
Software engineering, requirements.
Statistics (both mathematical statistics and applied statistics), Bayesian networks and graphical models, DNA forensics, Forensic science.


=== Thore Husfeldt ===
=== Thore Husfeldt ===
Algorithms.
Algorithms. [https://github.itu.dk/thore/visualisation-projects Relatively scaleable project ideas about algorithms visualisation, mainly BSc and MSc Softward Design.]
 
=== Ties Robroek ===
Topics: Data Loading, Data Selection, Data Attribution, (Data Management for) ML Benchmarking, Deep Learning on GPUs, Resource-aware Machine Learning


=== Troels Bjerre Lund ===
[mailto:titr@itu.dk '''Email'''], [https://itu-dasyalab.github.io/RAD/ '''Website'''], [https://dasya.itu.dk/for-students/proposals/ '''Potential projects'''],
Algorithms, computational game theory.
 
=== Toine Bogers ===
Recommender systems, information retrieval, data science, computation HR, data mining.
[mailto:tobo@itu.dk '''Email'''] [http://www.toinebogers.com '''Website''']
 
=== Vedran Sekara ===
Data Science, Network Science, Computational Social Science, Data Mining, Social Networks, Complex Systems, Algorithmic Auditing, Data Representativeness, Bais & Fairness in ML and AI (+ occasional 'crazy projects')
 
[mailto:vsek@itu.dk '''Email'''], [https://vedransekara.github.io/ '''Website'''], [https://twitter.com/vedransekara '''Twitter'''],  [https://nerds.itu.dk/students/ NERDS Student page]
 
=== Veronika Cheplygina ===
Pattern recognition, transfer learning, medical imaging, health, open science, evaluation of AI (bias and fairness, carbon footprint), meta-research
 
[mailto:vech@itu.dk '''Email'''] | [https://veronikach.com/ '''Website'''] | [https://dasya.itu.dk/for-students/proposals/ '''Project ideas'''] |


=== Willard Rafnsson ===
=== Willard Rafnsson ===
Security, programming languages, program analysis, verification.
Security, programming languages, program analysis, program verification, program transformation, program synthesis, testing, programming language theory, type theory, automated theorem proving, interactive theorem proving.
<br/>[http://research.precise.li/ '''Homepage'''], [https://cisr.dk/studproj/ '''Project ideas'''], [mailto:wilr@itu.dk '''Mail'''].
<br/>[https://www.willardthor.com/ '''Homepage'''], [mailto:wilr@itu.dk '''Mail'''].


=== Yvonne Dittrich ===
=== Yvonne Dittrich ===
Software engineering.
Software engineering. [https://www.itu.dk/people/ydi/ '''Home page'''].
 
=== Zeljko Agic ===
Data science, natural language processing.
 
=== Zhoulai Fu ===
Modern software analysis --- writing code to analyse code.


Automated testing --- the 21st century way to digital engineering.
=== Zoi Kaoudi ===
Data systems, knowledge graphs, large-scale data analysis.


Homepage: www.zhoulaifu.com
[http://itu.dk/people/zoka '''Webpage''']

Latest revision as of 07:03, 12 November 2024

To students: This is a list of Computer Science Department people who can supervise projects and theses, with interests and project ideas. Also see Research Project and Thesis. Valid from spring 2024: Intended Learning Outcomes for BSc and MSc theses.

To supervisors: Please edit your information to be valuable to students. The list of projects may be inline in this page or a link to a separate one.

Anna Rogers

Natural language processing: language models, interpretability, evaluation, machine reading comprehension, AI ethics

Email | Homepage | Project directions | Twitter

Alessandro Bruni

Security, protocols, protocol analysis, formal verification, logics, ethical hacking, electronic voting, IoT

Projects page

Amelia Jiménez-Sánchez

Deep learning, medical imaging, health, curriculum learning, domain adaptation, federated learning, evaluation of AI.

Email | Website | Twitter

Andres Faina

Robotics, both software and hardware. Self-reconfigurable robotics, evolutionary robotics, liquid-handling robots, electronic and mechanical design (including automatic design), hardware and prototypes. A lot of projects combine software and hardware, but just software projects are also available.
Email and Homepage and List of project ideas (REAL lab).

Andrzej Wasowski

Software Engineering, Software Quality Assurance, Bugs Finding and Fixing, Static Analysis and Testing, Open Source, Project, Linux Kernel, Robot Operating System, Probabilistic Programming, Data Privacy and Leakage
Email and Homepage and List of project ideas.

Bernardo Machado David

Cryptography, multiparty computation, blockchain.
Research interests: foundations (oblivious transfer/commitments), efficient multiparty computation, privacy preserving and scalable blockchain applications, privacy preserving machine learning.
Email, Homepage and Project Ideas

Bertram Højer

Natural Language Processing, Representation Learning, Definitions of Intelligence, Reasoning, Interpretability

Email

Carsten Schürmann

Information security; socio-technical systems, security analysis, IoT security, offensive security, forensics, program and protocol verification, standards and certification. Election security; cryptographic voting protocols, statistical methods in elections and risk-limiting audits, zero-knowledge proof checking, identity management. Digital democracy; models of electoral transparency, vote privacy and trust, computational social choice. Programming language theory, type theory, logic, formal methods; logical frameworks, substructural and modal logics, domain specific programming languages, concurrency, automated theorem proving, proof assistants, computational logic.

Christian Hardmeier

Natural language processing: Machine translation, multilingual NLP, bias and fairness in NLP, reference in language, discourse/text-level NLP.

Homepage and Project Ideas

Christian Sivertsen

Mixed reality, telepresence, experience design for museums, art, and culture.

Homepage

Christian Østergaard Madsen

Public IT projects, digital governance, multichannel management, service design, action research, qualitative and quantitative studies, literature reviews

Claus Brabrand

Computing Education Research, Intrinsic/Extrinsic Motivation, Diversity/Gender Studies, Cognitive Competences (SOLO Taxonomy), Teaching/Learning Activities, Online Teaching/Learning Activities, Assessment, Learning Tools, Educational Experiments.

Dan Witzner Hansen

Image analysis, machine learning, eye tracking, Gaze interaction, sports analysis, Eye information, Privacy and security within Eye information.

Dovile Juodelyte

Deep learning, transfer learning, medical imaging. Currently only co-supervising with Veronika Cheplygina.

Email | Project ideas

Eduard Kamburjan

Software engineering.

Elda Paja

Requirements, software engineering, security.

Eleni Tzirita Zacharatou

Data Management, Spatial Data Analytics, Data Structures

Website| Project ideas | Email

Elisa Bassignana

Natural Language Processing, Computational Social Science.

Email, Homepage

Fabricio Batista Narcizo

Eye tracking, computer vision, machine learning, web programming, and mobile app development.

NB: Since Fabricio is a part-time lecturer, you must ask for permission for him to supervise BSc and MSc projects.
Email

Harshit

Photogrammetry, Computer Vision, 3D Scene Reconstruction, Point cloud Processing, 3D Geospatial Modeling

Helge Pfeiffer

Software Engineering, Software Quality and Metrics, Technical Debt, DevOps, Continuous Integration and Delivery/Deployment, Dependency Management, Reverse Engineering

Homepage and Project ideas

Jens Schmidt

Government IT. IT Projects. Software Engineering.

Jesper Bengtson

Programming languages, logic, verification.

Jørgen Staunstrup

Mobile apps (Android) and Concurrency

Kasper Støy

Robotics. Current topics: Affective robots, lab automation, and braid robotics.

Konstantinos Manikas

Software architecture, software development, software engineering, agile development/architecture, enterprise architecture & IT strategy.
NB: Since Konstantinos is a part-time lecturer, you must ask for permission for him to supervise BSc and MSc projects.
Email , homepage

Leon Derczynski

Very limited supervision availability. Data science, natural language processing.
Research interests: Fake news detection, Social media, Health analytics
Email, homepage, project list

Louise Barkhuus

Social science studies of technology, privacy, qualitative and quantitative methods, mobile social technologies, human-computer interfaces (HCI)

Website: www.barkhu.us

Louise Meier Carlsen

Mathematics
Computer science education

Luca Aiello

Computational Social Science, Data Science, Applied Machine Learning, Network Science.

Mail, Website, and Twitter, NERDS Student page

Mahsa Varshosaz

Software testing and verification, software product lines analysis, program repair, quantitative verification.
Email and Homepage

Marco Carbone

Security, Software as a Medical Device, Programming Languages, Concurrency, Distributed Systems, Formal Models

Current topics: 

- Using Machine Learning to guess communication protocols in a distributed System
- Detect communication errors in robots - in collaboration with Andrzej Wasowski
- Privacy via Gradual Typing in Erlang - in collaboration with Alessandro Bruni

General topics: 

- Risk Management (formal models or Software as a Medical Device) 
- Behavioural types in mainstream programming languages

Mail; WWW

Maria Astefanoaei

Spatial data analysis, timeseries data, large scale visualisations, machine learning, urban computing, graph algorithms, human mobility, embeddings

Mail, Website, Projects Ideas

Martin Aumüller

Algorithms, Algorithm Engineering, Algorithmic Privacy & Fairness.

Mail, Website, and Projects Ideas

Michael Szell

Not supervising until Fall 2025 (parental leave). Urban Data Science, Network Science, Bicycle Networks and Infrastructure, Human Mobility, Sustainable Urban Transport, Social Networks, Computational Social Science.

Email, Website, Project Ideas, NERDS Student page

Michele Coscia

Network Analysis, Social Networks, Data Mining, Human Mobility, Complex Systems, Economic Development, Memetics.

Email and Homepage and List of project ideas. NERDS Student page

Mircea Lungu

Software engineering, software evolution, big software data, software visualization, tools for software development and tools for augmenting learning.
Email and Homepage and Student Projects.

Nutan Limaye

Algorithms.

Oksana Kulyk

Security, privacy, electronic voting, human factors, usability
Email and Homepage.

Paloma Thomé de Lima

Algorithms.

Paolo Tell

Software engineering.

Current topics: 

- State of the art of automation for systematic literature studies.
- Adoption of AI4SE in the Danish IT industry.
- Understanding how AI4SE can be integrated effectively into software engineering practices.

General topics: 

- Software development processes and practices in the wild. 
- Technologies to improve cooperation in SE teams.

Mail

Patrick Bahr

Programming languages, compilers, type theory, formal verification, functional programming
Email and Homepage and Project ideas.

Payam Zahadat

Robotics software, swarm robotics, bioinspired computing.

Peter Sestoft

Programming languages, software development, functional programming, parallel programming, end-user programming, spreadsheet technology, compilers.
Email and Homepage and List of project ideas.

Pınar Tözün

Data systems, databases, data management on modern hardware, workload characterization, heterogeneous hardware. Email and Homepage and Project ideas for the data systems group.

Radu-Cristian Curticapean

Contact me if you're interested in a project in algorithms or theoretical computer science in general. I am also interested in exploring modern ways of teaching computer science.

Rasmus Ejlers Møgelberg

Programming languages, logic, semantics. Dependent types.

Raúl Pardo

Online privacy: privacy in data analytics, privacy in Internet of Things, privacy in social networks, enforcement of privacy regulations (e.g., GDPR); probabilistic programming; formal methods; Bayesian data analysis.

Homepage and Email

See also the list of project ideas in the SQUARE group.

Riko Jacob

Topics: (Parallel) Algorithms, complexity, sorting, experiments, differential privacy, combinatorial optimization

A project on algorithmic group formation with different thesis possibilities.

Write me an email and we will discuss the details of a bachelor-, master- or project-thesis.

Rob van der Goot

Natural Language Processing.

Email, Website, Potential projects,

Robert Bayer

Topics: TinyML, Resource-constrained hardware, ML on satellites, tinyML, edgeML.

Email, Website, Potential projects,

Roberta Sinatra

Very limited supervision availability. Social Networks, Network Science, Computational Social Science, Data Science, Complex Systems, Science of Science

Email, Website, Twitter, NERDS Student page

Rodrigo Moreno Garcia

Machine learning applied to control, design and optimization of robots, Modular Robots, Laboratory automation for chemistry and biotech, Evolutionary robotics.

Email, Website, Project ideas

Rosario Giustolisi

Security.

Email, Website, and List of project ideas

Rune Møller Jensen

Meta heuristics, constructive heuristics, mathematical programming, constraint programming, prediction, classification, forecasting, development of large-scale optimization algorithms like phase-decompositions and test driven design, decision support systems for stowage planning, uptake management, and capacity management in container and break-bulk liner shipping.
Email and Homepage and List of project ideas.

Sami Brandt

Image, video, and audio analysis; mathematical imaging; computer vision; machine learning; statistics.
Email and Homepage.

Sinisa Neskovic

Web Application Development, Web Architectures and Frameworks, Advanced Software Architectures.
NB: Since Sinisa is a part-time lecturer, you must ask for permission for him to supervise BSc and MSc projects.
Email

Søren Debois

Very limited supervision availability. Security, distributed systems, blockchain, smart contracts, applications in large organisations, applications of traditional security techniques to compliance.
Homepage.

Stefan Heinrich

Neurocognition inspired Machine Learning and Machine Learning driven Cognitive Modelling, often on Problems in Natural Language Processing and Language Acquisition.

Email | Website | Suggestions for student projects

Stella Grasshof

Face models; 3D reconstruction; factorization models; Non-rigid structure from motion; 3D point correspondences; image registration; Image, video, and audio analysis; Image processing; computer vision; machine learning; spatial and temporal alignment; expression transfer; mental health; body motion analysis; Human motion
Email, Website, Studentprojects

Therese Graversen

Statistics (both mathematical statistics and applied statistics), Bayesian networks and graphical models, DNA forensics, Forensic science.

Thore Husfeldt

Algorithms. Relatively scaleable project ideas about algorithms visualisation, mainly BSc and MSc Softward Design.

Ties Robroek

Topics: Data Loading, Data Selection, Data Attribution, (Data Management for) ML Benchmarking, Deep Learning on GPUs, Resource-aware Machine Learning

Email, Website, Potential projects,

Toine Bogers

Recommender systems, information retrieval, data science, computation HR, data mining. Email Website

Vedran Sekara

Data Science, Network Science, Computational Social Science, Data Mining, Social Networks, Complex Systems, Algorithmic Auditing, Data Representativeness, Bais & Fairness in ML and AI (+ occasional 'crazy projects')

Email, Website, Twitter, NERDS Student page

Veronika Cheplygina

Pattern recognition, transfer learning, medical imaging, health, open science, evaluation of AI (bias and fairness, carbon footprint), meta-research

Email | Website | Project ideas |

Willard Rafnsson

Security, programming languages, program analysis, program verification, program transformation, program synthesis, testing, programming language theory, type theory, automated theorem proving, interactive theorem proving.
Homepage, Mail.

Yvonne Dittrich

Software engineering. Home page.

Zoi Kaoudi

Data systems, knowledge graphs, large-scale data analysis.

Webpage

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