| 2024 | CIBCB | Domain Generalization of Deep Learning Models Under Subgroup Shift in Breast Cancer Prognosis. | Sren Richard Stahlschmidt, Benjamin Ulfenborg, Gran Falkman, Jane Synnergren |
| 2024 | WACV | Evaluation of Video Masked Autoencoders' Performance and Uncertainty Estimations for Driver Action and Intention Recognition. | Koen Vellenga, H. Joe Steinhauer, Gran Falkman, Tomas Bjrklund |
| 2020 | IPMU | Evaluation of Uncertainty Quantification in Deep Learning. | Niclas Sthl, Gran Falkman, Alexander Karlsson, Gunnar Mathiason |
| 2019 | IUI | Eliciting Structures in Data. | Ahmad Al-Shishtawy, Juhee Bae, Mohamed-Rafik Bouguelia, Gran Falkman, Sarunas Girdzijauskas, Olof Gnerup, Anders Holst, Alexander Karlsson, Slawomir Nowaczyk, Sepideh Pashami, Alan Said, Amira A. Soliman El Hosary |
| 2018 | IPMU | A Self-Organizing Ensemble of Deep Neural Networks for the Classification of Data from Complex Processes. | Niclas Sthl, Gran Falkman, Gunnar Mathiason, Alexander Karlsson |
| 2018 | PACBB | Improving the Use of Deep Convolutional Neural Networks for the Prediction of Molecular Properties. | Niclas Sthl, Gran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Bostrm |
| 2016 | CogSIMA | Elements of team effectiveness: A qualitative study with pilots. | Ulrika Ohlander, Jens Alfredson, Maria Riveiro, Gran Falkman |
| 2016 | HCI | Supporting Analytical Reasoning - A Study from the Automotive Industry. | Tove Helldin, Maria Riveiro, Sepideh Pashami, Gran Falkman, Stefan Byttner, Slawomir Nowaczyk |
| 2016 | HCI | A Teamwork Model for Fighter Pilots. | Ulrika Ohlander, Jens Alfredson, Maria Riveiro, Gran Falkman |
| 2015 | HCI | Understanding Team Effectiveness in a Tactical Air Unit. | Ulrika Ohlander, Jens Alfredson, Maria Riveiro, Gran Falkman |
| 2014 | CogSIMA | Influence of meta-information on decision-making: Lessons learned from four case studies. | Maria Riveiro, Tove Helldin, Gran Falkman |
| 2014 | HCI | Transparency of Automated Combat Classification. | Tove Helldin, Ulrika Ohlander, Gran Falkman, Maria Riveiro |
| 2013 | FUSION | Towards future threat evaluation systems: User study, proposal and precepts for design. | Maria Riveiro, Tove Helldin, Mikael Lebram, Gran Falkman |
| 2013 | HCI | Transparency of Military Threat Evaluation through Visualizing Uncertainty and System Rationale. | Tove Helldin, Gran Falkman, Maria Riveiro, Anders Dahlbom, Mikael Lebram |
| 2012 | CogSIMA | Human-centered automation for improving situation awareness in the fighter aircraft domain. | Tove Helldin, Gran Falkman |
| 2011 | FUSION | Sequential Conformal Anomaly Detection in trajectories based on Hausdorff distance. | Rikard Laxhammar, Gran Falkman |
| 2011 | GI | Human-Centred Threat Evaluation in Future Fighter Aircraft. | Tove Helldin, Gran Falkman |
| 2011 | VDA | The role of visualization and interaction in maritime anomaly detection. | Maria Riveiro, Gran Falkman |
| 2010 | FUSION | Information fusion supporting team situation awareness for future fighting aircraft. | Tina Erlandsson, Tove Helldin, Gran Falkman, Lars Niklasson |
| 2010 | FUSION | Real-time allocation of defensive resources to rockets, artillery, and mortars. | Fredrik Johansson, Gran Falkman |
| 2010 | FUSION | SWARD: System for weapon allocation research & development. | Fredrik Johansson, Gran Falkman |
| 2010 | IV | Supporting the Analytical Reasoning Process in Maritime Anomaly Detection: Evaluation and Experimental Design. | Maria Riveiro, Gran Falkman |
| 2010 | KDD | Conformal prediction for distribution-independent anomaly detection in streaming vessel data. | Rikard Laxhammar, Gran Falkman |
| 2009 | FUSION | Anomaly detection in sea traffic - A comparison of the Gaussian Mixture Model and the Kernel Density Estimator. | Rikard Laxhammar, Gran Falkman, Egils Sviestins |
| 2009 | MDAI | Situation Recognition and Hypothesis Management Using Petri Nets. | Anders Dahlbom, Lars Niklasson, Gran Falkman |
| 2009 | MDAI | Performance Evaluation of TEWA Systems for Improved Decision Support. | Fredrik Johansson, Gran Falkman |
| 2008 | FUSION | A Bayesian network approach to threat evaluation with application to an air defense scenario. | Fredrik Johansson, Gran Falkman |
| 2008 | FUSION | Extending the scope of situation analysis. | Lars Niklasson, Maria Riveiro, Fredrik Johansson, Anders Dahlbom, Gran Falkman, Tom Ziemke, Christoffer Brax, Thomas Kronhamn, Martin Smedberg, Hkan Warston, Per M. Gustavsson |
| 2008 | FUSION | Improving maritime anomaly detection and situation awareness through interactive visualization. | Maria Riveiro, Gran Falkman, Tom Ziemke |
| 2008 | IV | Visual Analytics for the Detection of Anomalous Maritime Behavior. | Maria Riveiro, Gran Falkman, Tom Ziemke |
| 2008 | MDAI | A Comparison between Two Approaches to Threat Evaluation in an Air Defense Scenario. | Fredrik Johansson, Gran Falkman |
| 2007 | GI | A Unified Situation Analysis Model for Human and Machine Situation Awareness. | Lars Niklasson, Maria Riveiro, Fredrik Johansson, Anders Dahlbom, Gran Falkman, Tom Ziemke, Christoffer Brax, Thomas Kronhamn, Martin Smedberg, Hkan Warston, Per M. Gustavsson |
| 2006 | FUSION | Implementation and integration of a Bayesian Network for prediction of tactical intention into a ground target simulator. | Fredrik Johansson, Gran Falkman |
| 2002 | EKAW | Knowledge Acquisition and Modeling in Clinical Information Systems: A Case Study. | Gran Falkman, Olof Torgersson |
| 2000 | CHI | SimVis: an interaction model for exploring clinical data. | Gran Falkman |
| 1994 | ICLP | Program Separation in GCLA. | Gran Falkman, Lars Hallns, Olof Torgersson |