Göran Falkman

75 papers A 1B 4C 13Misc 7Journal 15Unranked 33

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Designing deep neural networks for driver intention recognition. Eng. Appl. Artif. Intell. Koen Vellenga, H. Joe Steinhauer, Alexander Karlsson, Göran Falkman, Asli Rhodin, Ashok Koppisetty
2025	J	`jnl`	Last Layer Hamiltonian Monte Carlo. CoRR Koen Vellenga, H. Joe Steinhauer, Göran Falkman, Jonas Andersson, Anders Sjögren
2024	J	`jnl`	Designing deep neural networks for driver intention recognition. CoRR Koen Vellenga, H. Joe Steinhauer, Alexander Karlsson, Göran Falkman, Asli Rhodin, Ashok Koppisetty
2024	C	`conf`	Domain Generalization of Deep Learning Models Under Subgroup Shift in Breast Cancer Prognosis. CIBCB Sören Richard Stahlschmidt, Benjamin Ulfenborg, Göran Falkman, Jane Synnergren
2024	A	`conf`	Evaluation of Video Masked Autoencoders' Performance and Uncertainty Estimations for Driver Action and Intention Recognition. WACV Koen Vellenga, H. Joe Steinhauer, Göran Falkman, Tomas Björklund
2023	Misc	`conf`	Surrogate Deep Learning to Estimate Uncertainties for Driver Intention Recognition. ICMLC Koen Vellenga, Alexander Karlsson, H. Joe Steinhauer, Göran Falkman, Anders Sjögren
2021	J	`jnl`	Interactive Clustering: A Comprehensive Review. ACM Comput. Surv. Juhee Bae, Tove Helldin, Maria Riveiro, Slawomir Nowaczyk, Mohamed-Rafik Bouguelia, Göran Falkman
2020	—	`conf`	Evaluation of Uncertainty Quantification in Deep Learning. IPMU (1) Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason
2019	J	`jnl`	Deep Convolutional Neural Networks for the Prediction of Molecular Properties: Challenges and Opportunities Connected to the Data. J. Integr. Bioinform. Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
2019	J	`jnl`	Deep Reinforcement Learning for Multiparameter Optimization in de novo Drug Design. J. Chem. Inf. Model. Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
2019	—	`conf`	Eliciting Structures in Data. IUI Workshops Ahmad Al-Shishtawy, Juhee Bae, Mohamed-Rafik Bouguelia, Göran Falkman, Sarunas Girdzijauskas, Olof Gönerup, Anders Holst, Alexander Karlsson, Slawomir Nowaczyk, Sepideh Pashami, Alan Said, Amira A. Soliman El Hosary
2019	—	`ch.`	Visual Data Analysis. Data Science in Practice Juhee Bae, Göran Falkman, Tove Helldin, Maria Riveiro
2018	—	`conf`	A Self-Organizing Ensemble of Deep Neural Networks for the Classification of Data from Complex Processes. IPMU (3) Niclas Ståhl, Göran Falkman, Gunnar Mathiason, Alexander Karlsson
2018	Misc	`conf`	Improving the Use of Deep Convolutional Neural Networks for the Prediction of Molecular Properties. PACBB Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
2017	—	`conf`	A framework for identifying and evaluating technologies of interest for effective business strategy: Using text analytics to augment technology forecasting. ISCBI Rakesh Rana, Alexander Karlsson, Göran Falkman
2017	—	`conf`	Evaluating Multi-attributes on Cause and Effect Relationship Visualization. VISIGRAPP (3: IVAPP) Juhee Bae, Elio Ventocilla, Maria Riveiro, Tove Helldin, Göran Falkman
2016	—	`conf`	A Teamwork Model for Fighter Pilots. HCI (6) Ulrika Ohlander, Jens Alfredson, Maria Riveiro, Göran Falkman
2016	Misc	`conf`	Elements of team effectiveness: A qualitative study with pilots. CogSIMA Ulrika Ohlander, Jens Alfredson, Maria Riveiro, Göran Falkman
2016	—	`conf`	Supporting Analytical Reasoning - A Study from the Automotive Industry. HCI (5) Tove Helldin, Maria Riveiro, Sepideh Pashami, Göran Falkman, Stefan Byttner, Slawomir Nowaczyk
2015	J	`jnl`	Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories. Ann. Math. Artif. Intell. Rikard Laxhammar, Göran Falkman
2015	J	`jnl`	Modeling uncertainty in bibliometrics and information retrieval: an information fusion approach. Scientometrics Alexander Karlsson, Björn Hammarfelt, H. Joe Steinhauer, Göran Falkman, Nasrine Olson, Gustaf Nelhans, Jan Michael Nolin
2015	—	`conf`	Understanding Team Effectiveness in a Tactical Air Unit. HCI (6) Ulrika Ohlander, Jens Alfredson, Maria Riveiro, Göran Falkman
2014	J	`jnl`	Detecting anomalous behavior in sea traffic: A study of analytical strategies and their implications for surveillance systems. Int. J. Inf. Technol. Decis. Mak. Maria Riveiro, Göran Falkman
2014	J	`jnl`	Effects of visualizing uncertainty on decision-making in a target identification scenario. Comput. Graph. Maria Riveiro, Tove Helldin, Göran Falkman, Mikael Lebram
2014	Misc	`conf`	Influence of meta-information on decision-making: Lessons learned from four case studies. CogSIMA Maria Riveiro, Tove Helldin, Göran Falkman
2014	J	`jnl`	Online Learning and Sequential Anomaly Detection in Trajectories. IEEE Trans. Pattern Anal. Mach. Intell. Rikard Laxhammar, Göran Falkman
2014	—	`conf`	Transparency of Automated Combat Classification. HCI (23) Tove Helldin, Ulrika Ohlander, Göran Falkman, Maria Riveiro
2013	J	`jnl`	Collaboration processes, outcomes, challenges and enablers of distributed clinical communities of practice. Behav. Inf. Technol. Marie Gustafsson Friberger, Göran Falkman
2013	—	`conf`	Presenting system uncertainty in automotive UIs for supporting trust calibration in autonomous driving. AutomotiveUI Tove Helldin, Göran Falkman, Maria Riveiro, Staffan Davidsson
2013	C	`conf`	Towards future threat evaluation systems: User study, proposal and precepts for design. FUSION Maria Riveiro, Tove Helldin, Mikael Lebram, Göran Falkman
2013	—	`conf`	Transparency of Military Threat Evaluation through Visualizing Uncertainty and System Rationale. HCI (17) Tove Helldin, Göran Falkman, Maria Riveiro, Anders Dahlbom, Mikael Lebram
2012	Misc	`conf`	Human-centered automation for improving situation awareness in the fighter aircraft domain. CogSIMA Tove Helldin, Göran Falkman
2012	—	`conf`	Online Detection of Anomalous Sub-trajectories: A Sliding Window Approach Based on Conformal Anomaly Detection and Local Outlier Factor. AIAI (2) Rikard Laxhammar, Göran Falkman
2011	—	`conf`	Human-Centred Threat Evaluation in Future Fighter Aircraft. GI-Jahrestagung Tove Helldin, Göran Falkman
2011	J	`jnl`	Real-time Allocation of Firing Units To Hostile Targets. J. Adv. Inf. Fusion Fredrik Johansson, Göran Falkman
2011	C	`conf`	Sequential Conformal Anomaly Detection in trajectories based on Hausdorff distance. FUSION Rikard Laxhammar, Göran Falkman
2011	—	`conf`	The applicability of human-centred automation guidelines in the fighter aircraft domain. ECCE Tove Helldin, Göran Falkman, Jens Alfredson, Johan Holmberg
2011	Misc	`conf`	The role of visualization and interaction in maritime anomaly detection. Visualization and Data Analysis Maria Riveiro, Göran Falkman
2010	—	`conf`	A Suite of Metaheuristic Algorithms for Static Weapon-Target Allocation. GEM Fredrik Johansson, Göran Falkman
2010	—	`conf`	Conformal prediction for distribution-independent anomaly detection in streaming vessel data. StreamKDD@KDD Rikard Laxhammar, Göran Falkman
2010	—	`conf`	Evolving Petri Nets for Situation Recognition. GEM Anders Dahlbom, Lars Niklasson, Göran Falkman
2010	C	`conf`	Information fusion supporting team situation awareness for future fighting aircraft. FUSION Tina Erlandsson, Tove Helldin, Göran Falkman, Lars Niklasson
2010	C	`conf`	Real-time allocation of defensive resources to rockets, artillery, and mortars. FUSION Fredrik Johansson, Göran Falkman
2010	C	`conf`	SWARD: System for weapon allocation research & development. FUSION Fredrik Johansson, Göran Falkman
2010	C	`conf`	Supporting the Analytical Reasoning Process in Maritime Anomaly Detection: Evaluation and Experimental Design. IV Maria Riveiro, Göran Falkman
2009	C	`conf`	Anomaly detection in sea traffic - A comparison of the Gaussian Mixture Model and the Kernel Density Estimator. FUSION Rikard Laxhammar, Göran Falkman, Egils Sviestins
2009	—	`conf`	Interactive Visualization of Normal Behavioral Models and Expert Rules for Maritime Anomaly Detection. CGIV Maria Riveiro, Göran Falkman
2009	B	`conf`	Performance Evaluation of TEWA Systems for Improved Decision Support. MDAI Fredrik Johansson, Göran Falkman
2009	B	`conf`	Situation Recognition and Hypothesis Management Using Petri Nets. MDAI Anders Dahlbom, Lars Niklasson, Göran Falkman
2008	C	`conf`	A Bayesian network approach to threat evaluation with application to an air defense scenario. FUSION Fredrik Johansson, Göran Falkman
2008	B	`conf`	A Comparison between Two Approaches to Threat Evaluation in an Air Defense Scenario. MDAI Fredrik Johansson, Göran Falkman
2008	—	`conf`	Collaboration Patterns in an Online Community of Practice in Oral Medicine. MIE Göran Falkman, Marie Gustafsson, Olof Torgersson, Mats Jontell
2008	C	`conf`	Extending the scope of situation analysis. FUSION Lars Niklasson, Maria Riveiro, Fredrik Johansson, Anders Dahlbom, Göran Falkman, Tom Ziemke, Christoffer Brax, Thomas Kronhamn, Martin Smedberg, Håkan Warston, Per M. Gustavsson
2008	C	`conf`	Improving maritime anomaly detection and situation awareness through interactive visualization. FUSION Maria Riveiro, Göran Falkman, Tom Ziemke
2008	—	`conf`	Supporting Maritime Situation Awareness Using Self Organizing Maps and Gaussian Mixture Models. SCAI Maria Riveiro, Fredrik Johansson, Göran Falkman, Tom Ziemke
2008	—	`conf`	The Origin, Representation, and Use of Collaboration Patterns in a Medical Community of Practice. WSKS (1) Göran Falkman, Marie Gustafsson, Olof Torgersson, Mats Jontell
2008	C	`conf`	Visual Analytics for the Detection of Anomalous Maritime Behavior. IV Maria Riveiro, Göran Falkman, Tom Ziemke
2007	—	`conf`	A Unified Situation Analysis Model for Human and Machine Situation Awareness. GI Jahrestagung (2) Lars Niklasson, Maria Riveiro, Fredrik Johansson, Anders Dahlbom, Göran Falkman, Tom Ziemke, Christoffer Brax, Thomas Kronhamn, Martin Smedberg, Håkan Warston, Per M. Gustavsson
2007	—	`conf`	Experiences in Modeling Clinical Examinations in Oral Medicine Using OWL. OWLED Marie Gustafsson, Göran Falkman
2007	—	`conf`	Towards pragmatic patterns for clinical knowledge management. ICPW Göran Falkman, Marie Gustafsson, Mats Jontell, Olof Torgersson
2006	Misc	`conf`	Enabling an Online Community for Sharing Oral Medicine Cases Using Semantic Web Technologies. ISWC Marie Gustafsson, Göran Falkman, Fredrik Lindahl, Olof Torgersson
2006	C	`conf`	Implementation and integration of a Bayesian Network for prediction of tactical intention into a ground target simulator. FUSION Fredrik Johansson, Göran Falkman
2005	—	`conf`	Representing Clinical Knowledge in Oral Medicine Using Ontologies. MIE Marie Gustafsson, Göran Falkman
2005	—	`conf`	SOMWeb - Towards an Infrastructure for Knowledge Sharing in Oral Medicine. MIE Göran Falkman, Olof Torgersson, Mats Jontell, Marie Gustafsson
2003	—	`—`	Issues in Structured Knowledge Representation A Definitional Approach with Application to Case-Based Reasoning and Medical Informatics. Göran Falkman
2002	—	`conf`	Adaptation Using Iterated Estimations. ECCBR Göran Falkman
2002	—	`conf`	Enhancing Usefulness of Declarative Programming Frameworks through Complete Integration. WLPE Göran Falkman, Olof Torgersson
2002	B	`conf`	Knowledge Acquisition and Modeling in Clinical Information Systems: A Case Study. EKAW Göran Falkman, Olof Torgersson
2002	—	`conf`	The Use of a Uniform Declarative Model in 3D Visualisation for Case-Based Reasoning. ECCBR Göran Falkman
2001	J	`jnl`	Information visualisation in clinical Odontology: multidimensional analysis and interactive data exploration. Artif. Intell. Medicine Göran Falkman
2000	—	`conf`	SimVis: an interaction model for exploring clinical data. CHI Extended Abstracts Göran Falkman
2000	—	`conf`	Similarity Measures for Structured Representations: A Definitional Approach. EWCBR Göran Falkman
1997	J	`jnl`	Program Separation and Definitional Higher Order Programming. Comput. Lang. Göran Falkman
1994	—	`conf`	Program Separation in GCLA. ICLP Workshop: Proof-Theoretical Extensions on Logic Programming Göran Falkman, Lars Hallnäs, Olof Torgersson
1993	—	`conf`	Programming Methodologies in GCLA. ELP Göran Falkman, Olof Torgersson