Researchers
Our researchers are experts in a range of disciplines, encompassing business analytics, digital humanities, informatics, life sciences and social sciences. Within these disciplines, we focus our applications specifically related to the Dutch top sectors: city analytics, creative industry, energy, health, intelligence and security, and logistics.
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Sanne Abeln
Associate Professor – VU
[email protected]
- Bioinformatics
- Computational Modelling
- Data Analytics
- Data Stewardship
- Health
Benny Akesson
Professor by Special Appointment of Design Methodologies – UvA
[email protected]
- Model-based engineering
- real-time systems
Abdallah El Ali
Scientific Staff Member – CWI
[email protected]
- Affective Computing
- Human-Computer Interaction
- Sensing Technology
Yuki Asano
Assistant professor – UvA
[email protected]
- computer vision
- Multi-modal learning
- Self-supervised Learning
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Henri Bal
Professor of Computer Science – VU
[email protected]
- Computing Infrastructures
- High Performance Distributed Computing
- Web Semantics
Kim Baraka
Assistant professor – VU
[email protected]
- Artificial intelligence
- human-robot interaction
- Machine Learning
- Social Robotics
Sandjai Bhulai
Professor of Business Analytics – VU
[email protected]
- dynamic pricing
- human resource analytics
- Operational Research
- social media analytics
- statistics
Peter Bloem
Postdoc in Knowledge Representation & Reasoning – VU
[email protected]
- Complex systems
- Deep learning
- Graph grammars
- Knowledge graphs
- Motif extraction
Victor de Boer
Assistant Professor – VU
[email protected]
- Human-Computer Interaction
- Knowledge Representation
- semantic web
Sander Bohte
Scientific Staff Member – CWI | Professor of Cognitive Computational Neuroscience – UvA
[email protected]
- computational neuroscience
- Deep learning
- High Performance Distributed Computing
- Neural networks
Peter Boncz
Supervisory Board – ADS | Database Architectures Group, Management Team – CWI | Professor of Large-Scale Analytical Data Management – VU
[email protected]
- Database Architectures
Hans Borgman
Professor of Information Systems and Digital Business – UvA
[email protected]
- Digital Innovation
- IT Governance
- Technology Adoption
Herbert Bos
Professor of Computer Systems – VU
[email protected]
- Reverse Engineering
- System Security
- vulnerabilities in binary software
Evert Bosdriesz
Assistant Professor – VU
[email protected]
- Bioinformatics
- Biomedical data analytics
- Computational Biology
- Health
- network analysis
- systems biology
Peter Bosman
Senior Researcher – CWI
[email protected]
- deformable image registration
- evolutionary algorithms
- Health
- Machine Learning
- multi-objective optimisation
- radiotherapy treatment planning
Peter Boswijk
Professor of Financial Econometrics – UvA
[email protected]
- Econometric Applications of Machine Learning
- High-Frequency Data
- Risk Management
Bert Bredeweg
Associate Professor – UvA | Professor of Science Education – AUAS
[email protected]
- Artificial intelligence in education
- Knowledge Representation
- Qualitative Reasoning
- Valorisation
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Davide Ceolin
Scientific Staff Member – CWI, Human-Centered Data-Analytics
[email protected]
- Data quality
- deep data
- trust
- web data
Pablo Cesar
Group Leader – CWI, Distributed and Interactive Systems | Associate Professor – TU Delft
[email protected]
- Immersive Media
- multimedia systems
- Quality of Experience
- Sensing Technology
Michael Cochez
Assistant Professor – VU CS
[email protected]
- Graphic Learning
- Knowledge graphs
- Machine Learning
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Yuri Demchenko
Senior Researcher – UvA
[email protected]
- Big Data Architecture
- Big Data Security
- Cloud Computing
Willemijn van Dolen
Professor of Marketing – UvA ABS
[email protected]
- Corporate social responsibility
- Marketing
- social media analysis
- Social services to children
Elenna Dugundji
Researcher – CWI | Assistant Professor – VU
[email protected]
- Electric Vehicle Infrastructure
- Freight Logistics
- Stochastic Modelling
- Transportation and Mobility Systems
- Travel Behaviour
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Gusz Eiben
Professor of Computational Intelligence – VU
[email protected]
- Adaptive Collective Systems
- Artificial intelligence
- Artificial Life
- Evolutionary Computing
- evolutionary robotics
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Anton Feenstra
Assistant Professor – VU
[email protected]
- Bioinformatics
- Health
- STRUCTURAL BIOLOGY
- systems biology
Frans Feldberg
Professor of Data-Driven Business Innovation – VU
[email protected]
- Data-Driven Business Model Innovation
- decision support systems
- Digital Innovation
Eliseo Ferrante
Assistant Professor – VU
[email protected]
- Adaptive Collective Systems
- Artificial intelligence
- Artificial Life
- evolutionary robotics
- swarm robotics
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Zeno Geradts
Professor by Special Appointment of Forensic Data Science – UvA
[email protected]
- Forensic data science
Theo Gevers
Professor of Computer Vision – UvA
[email protected]
- computer vision
- Deep learning
- emotion recognition
- object recognition
Noud van Giersbergen
Supervisory Board – ADS | Associate Professor – UvA ABS
[email protected]
- Business Analytics
- Econometric Theory
Peter Grünwald
Group Leader – CWI, Machine Learning | Professor of Statistical Learning – Leiden University
[email protected]
- Deep learning
- information theory
- minimum description length
- statistics
Clemens Grelck
Associate Professor – UvA
[email protected]
- computer architecture
- green ICT
- High Performance Distributed Computing
Iris Groen
Assistant Professor – UvA
[email protected]
- computational neuroscience
- Deep learning
- human perception
- Scene understanding
Paul Groth
Supervisory Board – ADS | Professor of Algorithmic Data Science – UvA
[email protected]
- data engineering
- Intelligent Systems
- Knowledge graphs
- semantic web
Jonne Guyt
Assistant Professor – UvA ABS
[email protected]
- Individual level choice models
- Marketing
- retailing
- scanner panel
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Aart van Halteren
Professor by special appointment – VU
[email protected]
- Behaviour
- Health
- Lifestyle interventions
Hinda Haned
Professor by Special Appointment of Data Science – UvA
[email protected]
- data-driven decision making
- Intelligent Systems
- responsible data science
Lynda Hardman
Director – ADS | Manager Research & Strategy – CWI, Human-Centered Data-Analytics | Professor of Multimedia Discourse Interaction – UU
[email protected]
- Digital Media
- Information Access
- Linked Data
- Visualisation
Frank van Harmelen
Professor of Knowledge Representation & Reasoning – VU
[email protected]
- Artificial intelligence
- information systems
- Knowledge Representation
- semantic web
Jurjen R. Helmus
Senior Researcher – HvA
[email protected]
- AI
- IoT
- Predictive Maintenance
- Smart Asset Managmenet
Jaap Heringa
Management Team – ADS | Professor of Bioinformatics – VU
[email protected]
- Bioinformatics
- genome analysis
- Health
- network analysis
- sequence analysis
- systems biology
Koen Hindriks
Professor of Artificial Intelligence – VU
[email protected]
- Artificial intelligence
- autonomous systems
- Health
- Knowledge Representation
- ROBOTICS
Alfons Hoekstra
Professor of Computational Science and Engineering – UvA
[email protected]
- computational science
- Health
Rutger Hofman
Research Programmer – VU
[email protected]
- Computing Infrastructures
- High Performance Distributed Computing
- Machine Learning
Herke van Hoof
Assistant Professor – UvA
[email protected]
- Machine Learning
- reinforcement learning
- robot models
Mark Hoogendoorn
Co-founder – AMDS | Professor of Quantitative Data Analytics – VU
[email protected]
- Artificial intelligence
- Machine Learning
- personalised therapies
- predictive modelling for diseases
Zhisheng Huang
Senior Researcher – VU
[email protected]
- Artificial intelligence
- Health
- Knowledge Representation
- semantic web
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Alexandru Iosup
Professor of Massivizing Computer Systems – VU
[email protected]
- Cloud Computing
- data management systems architectures
- High Performance Distributed Computing
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Michael Kaisers
Tenured Researcher – CWI
[email protected]
- Energy systems
- Game Theory
- Multi-agent reinforcement learning
- Sample-based planning
Drona Kandhai
Professor by Special Appointment in Computational Finance – UvA
[email protected]
- Complex systems
- computational finance
- financial risk
- portfolio optimization
Evangelos Kanoulas
Associate Professor – UvA
[email protected]
- Information Retrieval
- Natural Language Understanding
- Text mining
- Web search
Martin Kersten
CWI-Fellow – CWI | Professor – UvA
[email protected]
- Database Architectures
- query optimisation
Michel Klein
Assistant Professor – VU
[email protected]
- Artificial intelligence
- behavioural data
- Health
- intelligent self-management systems
Sander Klous
Professor in Big Data Analytics – UvA | Partner – KPMG
[email protected]
- Big data
- data processing technologies
- High Performance Distributed Computing
Umut Konus
Associate Professor – UvA ABS
[email protected]
- Attribution Models
- Choice Models
- Customer Journeys
- Mobile and Online Marketing
- Omnichannel Marketing
Ger Koole
Professor of Business Analytics – VU
[email protected]
- Applied Probability
- Health
- Stochastic Optimisation
Wouter M. Koolen-Wijkstra
Scientific Staff Member – CWI
[email protected]
- Bandits
- Deep learning
- Game Theory
- Learning Theory
Frank Kresin
Supervisory Board – ADS | Dean of the Faculty of Digital Media and Creative Industry – AUAS
[email protected]
- Citizen Science
- Digital Innovation
- Responsible Design
Tobias Kuhn
Assistant Professor – VU
[email protected]
- Artificial intelligence
- Bioinformatics
- Computational Linguistics
- natural language
- semantic web
Florian Kunneman
Assistant Professor – VU
[email protected]
- Artificial intelligence
- Conversational Agents
- Natural Language Processing
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Cees de Laat
Professor in Systems and Network Engineering – UvA
[email protected]
- Computing Infrastructures
Patricia Lago
Professor of Software & Services – VU
[email protected]
- cloud migration
- Green IT and Sustainability management
- Service oriented architecting
- software engineering
Inger Leemans
Professor – VU
[email protected]
- CULTURAL HERITAGE
- data perspectives
- deep data representation
- historical perspectives
Mike Lees
Associate Professor – UvA
[email protected]
- Artificial intelligence
- computational science
- Multi-agent systems
Edo Roos Lindgreen
Professor of Data Science in Auditing – UvA
[email protected]
- Auditing
- information security
- privacy
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Hannes Mühleisen
Scientific Staff Member – CWI | Assistant Professor – UvA
[email protected]
- Database Architectures
- statistics
Sara Magliacane
Assistant Professor – UvA
[email protected]
- active learning
- Causality
- Transfer learning
Ivano Malavolta
Assistant Professor – VU
[email protected]
- mobile-enabled systems
- Model-Driven Engineering
- software architecture
- software engineering for robotics
Stefan Manegold
Professor of Database Management; Scientific Staff Member – CWI
[email protected]
- Database Architectures
Ilya Markov
Assistant Professor – UvA | Scientific Director – ICAI AIRLab
[email protected]
- Click Models
- Information Retrieval
- reinforcement learning
- Search Engines
- Web search
Rob van der Mei
Professor of Applied Mathematics – VU | R&D Manager – CWI
[email protected]
- analysis of communication networks
- Logistics
- Networks and Algorithms
- Performance Modelling
- Stochastics
Pascal Mettes
Assistant Professor – UvA
[email protected]
- computer vision
- Deep learning
- Video understanding
Reza Mohammadi
Assistant professor – UvA
[email protected]
- Bayesian statistics
- Causal Inference
- Computational Statistics
- Graphical Models
- network analysis
- Statistical Machine Learning
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Eric Nalisnick
Assistant professor – UvA
[email protected]
- Anomaly detection
- Bayesian statistics
- Deep learning
- Generative modeling
Sabine Niederer
Professor of Visual Methodologies – AUAS
[email protected]
- Citizen Empowerment
- data visualisation
- Digital Media
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Jacco van Ossenbruggen
Group leader – CWI, Human-Centered Data-Analytics | Professor – VU CS
[email protected]
- CULTURAL HERITAGE
- Information Access
- Linked Data
- responsible data science
- Web Semantics
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Eric Pauwels
Group Leader – CWI, Intelligent and Autonomous Systems
[email protected]
- Intelligent Systems
Nanda Piersma
Management Team – ADS | Professor by special appointment of Urban Analytics – AUAS | Researcher – CWI
[email protected]
- Applied AI
- Responsible IT
- Urban Analytics
Andy Pimentel
Professor of Parallel Computing Systems – UvA
[email protected]
- embedded systems
- Modelling and Simulation
- Multi- and manycore computer systems
- System exploration and optimisation
Solon Pissis
Senior Researcher – CWI
[email protected]
- Algorithms data mining
- Algorithms Data structures string
- Bioinformatics
Marijn Plomp
Assistant Professor; Programme Manager – VU
[email protected]
- Chain digitisation
- Chain-Computerisation
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Rick Quax
Assistant Professor – UvA
[email protected]
- Causality
- dynamical systems
- emergent phenomena
- information theory
- synergy
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Maarten de Rijke
Founding Director – ADS | University Professor of Artificial Intelligence and Information Retrieval – UvA | Director – ICAI
[email protected]
- Information Retrieval
- Search Engines
- Text mining
Valentin Robu
Scientific Staff Member – CWI | Associate Professor – TU Delft
[email protected]
- Algorithmic Game theory
- Artificial intelligence
- Machine Learning
- Smart energy systems
Stevan Rudinac
Associate Professor – UvA ABS
[email protected]
- Artificial intelligence
- Machine Learning for Business
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Clarisa Sánchez
Full Professor of AI and Health – UvA IvI
[email protected]
- Deep learning
- Health
- Medical image analysis
Marc Salomon
Management Team – ADS | Professor of Decision Sciences – UvA ABS
[email protected]
- Applied Mathematics
- Business Economics
- Operational Research
Fernando P. Santos
Assistant professor – UvA
[email protected]
- Complex Adaptive Systems
- Fair and Pro-social AI
- Multi-agent systems
- Network science
Sebastian Schelter
Assistant Professor – UvA
[email protected]
- Data management for machine learning
- Data systems
- scalable machine learning
Ling Shao
Scientific Director of AIM Lab – UvA
[email protected]
- computer vision
- Deep learning
- Medical Imaging
- Vision and Language
Peter Sloot
Professor of Computational Science – UvA IvI
[email protected]
- biomedicine
- Complex Adaptive Systems
- computational science
Cees Snoek
Professor of Intelligent Sensory Information Systems – UvA IvI | Director – ICAI QUVA lab
[email protected]
- Artificial intelligence
- image retrieval
- Intelligent Systems
- video retrieval
- Web Semantics
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Annette ten Teije
Supervisory Board – ADS | Full Professor – VU CS
[email protected]
- formalisation of medical knowledge
- Health
- Healthcare Information Management
- Healthcare quality indicators
- Medical Guidelines
Bas Teusink
Professor of Systems Bioinformatics – VU
[email protected]
- Bioinformatics
- Health
- systems biology
Jakub Tomczak
Assistant Professor – VU
[email protected]
- Deep learning
- Generative modeling
- Health
- Machine Learning
Animesh Trivedi
Assistant Professor – VU CS
[email protected]
- Cloud Computing
- Distributed systems
- Storage architectures
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Jacopo Urbani
Assistant Professor – VU CS | Associated Member – CWI, Database Architectures
[email protected]
- Knowledge Representation
- Linked Data
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Vítor V. Vasconcelos
Assistant Professor – UvA
[email protected]
- Complex Adaptive Systems
- computational science
- computational social science
Tibert Verhagen
Full professor – AUAS
[email protected]
- Emerging digital technology
- information systems
- ROBOTICS
- Technology Adoption
Irene Viola
Tenure track researcher – CWI
[email protected]
- Immersive Media
- multimedia systems
- Quality of Experience
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Martijn de Waal
Professor of Play & Civic Media – AUAS
[email protected]
Max Welling
Professor of Machine Learning – UvA | Director – ICAI QUVA | Director – DELTA Lab
[email protected]
- Big data
- Deep learning
Marcel Worring
Supervisory Board – ADS | Professor of Business Analytics – UvA ABS | Associate Professor – UvA IvI | Director – ICAI Amsterdam | Scientific Director – ICAI AIM
[email protected]
- Information Visualisation
- Intelligent Systems
- Multimedia Analytics
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Shaodi You
Assistant Professor – UvA
[email protected]
- computer vision
- Machine Learning
- Physics Based Vision
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Gábor Závodszky
Assistant professor – UvA
[email protected]
- Computational Biomedicine
- High-performance Computing
Zhiming Zhao
Assistant Professor – UvA
[email protected]
- big data infrastructure
- Cloud Computing
- data management
