Department of Advanced Computing Sciences

Research output

Research output per year 1985 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 858 Article
• 686 Conference article in proceeding
• 189 Chapter
• 96 Doctoral Thesis
• 460 More
  • 69 Editorial
  • 53 Preprint
  • 40 Abstract
  • 37 Paper
  • 35 Report
  • 34 Conference Abstract/Poster in journal
  • 33 Conference article in journal
  • 33 Working paper
  • 32 Book editing
  • 19 Foreword/postscript
  • 17 Poster
  • 15 (Systematic) Review article
  • 8 Book
  • 8 Conference Abstract/Poster in proceeding
  • 7 Inaugural speech
  • 6 Erratum / corrigendum / retractions
  • 5 Comment/Letter to the editor
  • 3 Book/Film/Article review
  • 3 Web publication/site
  • 2 Discussion paper
  • 1 Entry for encyclopedia/dictionary

Research output per year

Research output per year

Search results

• 2025

  Recent results on computable and compositional semantics for hybrid systems

  Bresolin, D., Collins, P., Geretti, L., Segala, R. & Villa, T., 2025, In: CEUR Workshop Proceedings. 3904, p. 23-29 7 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  • Hybrid System 100%
  • Computational Semantics 100%
  • Compositional Semantics 100%
  • Dynamic Environment 100%
  • Computability 100%
  1 Downloads (Pure)
• 2024

  Analyzing SPARQL Query Logs: A Study on Schema Coverage and Query Content

  Mohammadi, M. & Dumontier, M., 2024, In: CEUR Workshop Proceedings. 3890, p. 134-139 6 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  • SPARQL Query 100%
  • Knowledge Graph 100%
  • Query Log 100%
  • graphs 100%
  • data 30%

• ANOTO: Improving Automated Negotiation via Offline-to-Online Reinforcement Learning

  Chen, S., Zhao, J., Zhao, K., Weiss, G., Zhang, F., Su, R., Dong, Y., Li, D. & Lei, K., 6 May 2024, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2024-May, p. 2195-2197 3 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Automated Negotiation 100%
  • Negotiation Agent 100%
  • Online to Offline 100%
  • Interactive Reinforcement Learning 100%
  • learning 100%

• ARCH-COMP24 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics

  Geretti, L., Sandretto, J. A. D., Althoff, M., Benet, L., Collins, P., Forets, M., Mitsch, S., Schilling, C., Tillet, J. & Wetzlinger, M., 2024, In: EPiC Series in Computing. 103, p. 39-63 25 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  File

  • Hybrid System 100%
  • Continuous-time Systems 100%
  • Nonlinear Dynamics 100%
  • tools 100%
  • dynamics 100%
  15 Downloads (Pure)

• Augmenting Human-Robot Collaboration Task by Human Hand Position Forecasting

  Abilkassov, S., Gentner, M. & Popa, M., 2024, In: VISIGRAPP. Proceedings. 4, p. 262-269 8 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Hand Position 100%
  • Collaborative Task 100%
  • Human Hand 100%
  • Human-robot Collaboration 100%
  • Augmented Human 100%

• Bridging the Transparency Gap: Exploring Multi-Stakeholder Preferences for Targeted Advertisement Explanations

  Zilbershtein, D., Barile, F., Odijk, D. & Tintarev, N., 1 Jan 2024, In: CEUR Workshop Proceedings. 3815, p. 46-58 13 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Multi-stakeholder 100%
  • Stakeholder Preferences 100%
  • Advertisers 100%
  • Targeted Advertising 100%
  • Personal Data 100%

• Concept Basis Extraction for Latent Space Interpretation of Image Classifiers

  Doumanoglou, A., Zarpalas, D. & Driessens, K., 2024, In: VISIGRAPP. Proceedings. 3, p. 417-424 8 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Concept Base 100%
  • Image Classification 100%
  • Latent Space Interpretation 100%
  • images 100%
  • space 100%

• Construction of a knowledge graph for food health claims

  Celebi, R., van Lier, I., de Boer, A. & Dumontier, M., 2024, In: CEUR Workshop Proceedings. 3890, p. 165-166 2 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Health Claims 100%
  • Food Health 100%
  • Knowledge Graph 100%
  • food 100%
  • graphs 100%

• Does spatio-temporal information benefit the video summarization task?

  Ganesh, A., Popa, M., Odijk, D. & Tintarev, N., 20 Oct 2024, In: CEUR Workshop Proceedings. 3808

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  File

  • Spatial-temporal Data 100%
  • Video Summarization 100%
  • Information Benefits 100%
  • information 100%
  • benchmarks 100%
  3 Downloads (Pure)

• Explaining Graph Neural Network Predictions for Drug Repurposing

  Loesch, J., Yang, Y., Ekmekci, P., Dumontier, M. & Celebi, R., 2024, In: CEUR Workshop Proceedings. 3890, p. 46-55 10 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Drug Repurposing 100%
  • Graph Neural Network 100%
  • Neural Network Prediction 100%
  • drugs 100%
  • prediction 100%

• Exploring Self-Supervised Multi-view Contrastive Learning for Speech Emotion Recognition with Limited Annotations

  Khaertdinov, B., Jeuris, P., Sousa, A. & Hortal, E., 2024, In: Interspeech. p. 4708-4712 5 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  File

  • Partial Annotation 100%
  • Multi-view Learning 100%
  • Speech Emotion Recognition 100%
  • Annotation 100%
  • Contrastive Learning 100%
  2 Downloads (Pure)

• Exploring the Role of Generative AI in Constructing Knowledge Graphs for Drug Indications with Medical Context

  Alharbi, R., Ahmed, U., Dobriy, D., Lajewska, W., Menotti, L., Saeedizade, M. J. & Dumontier, M., 2024, In: CEUR Workshop Proceedings. 3890, p. 1-10 10 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Medical Setting 100%
  • Knowledge Graph 100%
  • Drug Indications 100%
  • Constructing Knowledge 100%
  • Generative AI 100%

• Finding and Navigating to Humans in Complex Environments for Assistive Tasks

  Yaar, A., Furnari, A., Rosano, M., Harma, A. & Farinella, G. M., 1 Jan 2024, In: VISIGRAPP. Proceedings. 4, p. 245-252 8 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Assistive 100%
  • Unseen 100%
  • Intelligent Agent 100%
  • Complex Environment 100%
  • Problem Formulation 100%

• Misinformation in video recommendations: an exploration of Top-N recommendation algorithms

  Hornig, B., Pera, M. S. & Scholtes, J., 1 Jan 2024, In: CEUR Workshop Proceedings. 3677, p. 54-67 14 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Misinformation 100%
  • Recommendation Algorithm 100%
  • Top-N Recommendation 100%
  • Video Recommendation 100%
  • algorithms 100%

• Planetary health and digital Agriculture: Rethinking technological innovation

  Brewster, C., 2024, In: CEUR Workshop Proceedings. 3930, p. 118-122 5 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  • Technological Innovation 100%
  • Planetary Health 100%
  • Digital Agriculture 100%
  • agriculture 100%
  • Emissions 100%

• Report on NORMalize: The Second Workshop on the Normative Design and Evaluation of Recommender Systems

  Starke, A., Vrijenhoek, S., Michiels, L., Kruse, J. & Tintarev, N., 2024, In: CEUR Workshop Proceedings. 3898

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  • values 100%
  • design 100%
  • evaluation 100%
  • norm 100%
  • Recommender Systems 100%

• The Effect of Semantic Knowledge Graph Richness on Embedding Based Recommender Systems

  Di Scala, D. L., Wang, X. & Brewster, C., 1 Jan 2024, In: CEUR Workshop Proceedings. 3817, p. 11-20 10 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  File

  • Knowledge Graph 100%
  • Semantic Knowledge Graph 100%
  • Recommender Systems 100%
  • Semantic Knowledge 100%
  • graphs 100%
  3 Downloads (Pure)

• Verification of Compositional Frameworks in Coq

  Collins, P., Laarakker, B. & Sindorf, S., 1 Aug 2024, In: IFAC-PapersOnLine. 58, 17, p. 262-267 6 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Discrete-time 100%
  • Well-defined 100%
  • Deadlock 100%
  • Externalizing Behavior 100%
  • System Dynamics 100%
• 2023

  Emotion Recognition in Adaptive Virtual Reality Settings: Challenges and Opportunities

  Mousavi, S. M. H., Khaertdinov, B., Jeuris, P., Hortal, E., Andreoletti, D. & Giordano, S., 1 Jan 2023, In: CEUR Workshop Proceedings. 3517, p. 1-20 20 p., 193704.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  File

  • Virtual Reality 100%
  • Emotion Recognition 100%
  • virtual reality 100%
  • Gaming 100%
  • Human Computer Interaction 100%
  70 Downloads (Pure)

• Enhanced GAT: Expanding Receptive Field with Meta Path-Guided RDF Rules for Two-Hop Connectivity

  Loesch, J., Dumontier, M. & Celebi, R., 1 Jan 2023, In: CEUR Workshop Proceedings. 3592, 195432.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Meta-path 100%
  • Receptive Field 100%
  • Graph Attention Network 100%
  • Two-hop 100%
  • Subclasses 100%

• Report on NORMalize: The First Workshop on the Normative Design and Evaluation of Recommender Systems

  Vrijenhoek, S., Michiels, L., Kruse, J., Starke, A., Guerrero, J. V. & Tintarev, N., 2023, In: CEUR Workshop Proceedings. 3639

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  File

  • values 100%
  • design 100%
  • evaluation 100%
  • norm 100%
  • Recommender Systems 100%
  17 Downloads (Pure)

• Resident Space Object Classification from Light Curves with Deep Learning

  Simon, E., Bonizzi, P., Ntagiou, E., Siminski, J. & Cordelli, E., Oct 2023, In: Proceedings of the International Astronautical Congress, IAC. 2023-October

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  File

  • Deep Learning 100%
  • Light Curves 100%
  • Resident Space Object 100%
  • Subspace Detection 100%
  • curves 100%
  61 Downloads (Pure)

• Semantic Annotation of Tabular Data for Machine-to-Machine Interoperability via Neuro-Symbolic Anchoring

  Mehryar, S. & Celebi, R., 1 Jan 2023, In: CEUR Workshop Proceedings. 3557, p. 61-71 11 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Semantic Annotation 100%
  • Tabular Data 100%
  • Neuro-symbolic 100%
  • Machine-to-machine 100%
  • Interoperability 100%

• VideolandGPT: A User Study on a Conversational Recommender System

  Granada, M. G., Zilbershtein, D., Odijk, D. & Barile, F., 1 Jan 2023, In: CEUR Workshop Proceedings. 3560, p. 44-49 6 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  • Recommender Systems 100%
  • User Study 100%
  • Conversational Recommender Systems 100%
  • recommendations 100%
  • User Experience 50%

• WF-UNet: Weather Data Fusion using 3D-UNet for Precipitation Nowcasting

  Kaparakis, C. & Mehrkanoon, S., 2023, In: Procedia Computer Science. 222, p. 223-232 11 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • U-Net 100%
  • Precipitation Nowcasting 100%
  • 3D U-Net 100%
  • Weather Data Fusion 100%
  • Multisensor Fusion 100%
• 2022

  Automated Identification of Food Substitutions Using Knowledge Graph Embeddings

  Loesch, J., Meeckers, L., van Lier, I., de Boer, A., Dumontier, M. & Celebi, R., 2022, In: CEUR Workshop Proceedings. 3127, p. 19-28

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Using Knowledge 100%
  • Healthy Alternatives 100%
  • Knowledge Graph Embedding 100%
  • Automated Identification 100%
  • Food Substitution 100%
• 2021

  A Context-Aware Approach for Extracting Hard and Soft Skills

  Wings, I., Nanda, R. & Adebayo, K. J., 2021, In: Procedia Computer Science. 193, p. 163-172 10 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  • Contextual Approach 100%
  • Hard Skills 100%
  • Soft Skills 100%
  • Classification Models 100%
  • classification 100%
• 2020

  An Open-Source Algorithm for Standardized Bullseye Visualization of High-Resolution Cardiac Ventricular Data: UNISYS

  Stoks, J., Chau Nguyen, U., Peeters, R., Volders, P. & Cluitmans, M., 30 Dec 2020, In: Computing in Cardiology. 47, p. 1-4 4 p., 160.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  File

  • High-resolution 100%
  • Bullseye 100%
  • Open-source Algorithms 100%
  • algorithms 100%
  • data 100%
  233 Downloads (Pure)

• Variability of Electrocardiographic Imaging Within and Between Leadsets

  Stoks, J., Van Rees, B., Groeneveld, S., Schipaanboord, D., Blom, L., Hassink, R., Cluitmans, M., Peeters, R. & Volders, P., 30 Dec 2020, In: Computing in Cardiology. 47, p. 1-4 4 p., 097.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  Open Access

  File

  • Recovery Time 100%
  • Electrocardiographic Imaging 100%
  • Time Perception 100%
  • QRS Complex 100%
  • Electrography 100%
  53 Downloads (Pure)
• 2018

  Combining combinatorial game theory with an a-ß solver for CRAM

  Uiterwijk, J. W. H. M. & Kroes, L., 1 Jan 2018, In: Belgian/Netherlands Artificial Intelligence Conference. p. 267-280 14 p.

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  • Combinatorial Game Theory 100%
  • game theory 100%
  • Endgame Database 100%
  • Subgame 44%
  • Combinatorial Games 44%
• 2014

  A Novel P-wave Duration Estimation Method to Assess the Impact of the Hybrid Procedure for Atrial Fibrillation Ablation

  Bonizzi, P., Kumar, N., Zeemering, S., Peeters, R. & Pison, L., 2014, In: Computing in Cardiology Conference. 41, January, p. 813-816

  Research output: Contribution to journal › Conference article in journal › Academic

  • Estimation Method 100%
  • Atrial Fibrillation Ablation 100%
  • P-wave Velocity 100%
  • Hybrid Method 100%
  • Duration Estimation 100%

• Principal Component Analysis of Body Surface Potential Mapping in Atrial Fibrillation Patients Suggests Additional ECG Lead Locations

  Zeemering, S., Lankveld, T., Bonizzi, P., Crijns, H. & Schotten, U., 2014, In: Computing in Cardiology Conference. 41, January, p. 893-896

  Research output: Contribution to journal › Conference article in journal › Academic

  • Atrial Fibrillation 100%
  • Principal Coordinate Analysis (PCoA) 100%
  • Atrial Activity 100%
  • Body Surface Potential Mapping 100%
  • ECG Leads 100%
• 2012

  Singular spectrum analysis improves analysis of local field potentials from macaque V1 in active fixation task

  Bonizzi, P., Karel, J., de Weerd, P., Lowet, E., Roberts, M., Westra, R., Meste, O. & Peeters, R., 1 Jan 2012, In: IEEE Engineering in Medicine and Biology Society. 2012, p. 2945-2948

  Research output: Contribution to journal › Conference article in journal › Academic › peer-review

  • Local Field Potential 100%
  • Macaque 100%
  • Empirical Mode Decomposition 100%
  • Singular Spectrum Analysis 100%
  • Active Fixation 100%