Göran Falkman

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 15

Top Venues

HCI (6)

CogSIMA

VISIGRAPP (3: IVAPP)

Ann. Math. Artif. Intell.

Chalmers University of Technology, Gothenburg, Sweden (PHD)

Education History

Chalmers University of Technology, Gothenburg, Sweden

PHD

Publications

Koen Vellenga, H. Joe Steinhauer, Göran Falkman, Tomas Björklund
Evaluation of Video Masked Autoencoders' Performance and Uncertainty Estimations for Driver Action and Intention Recognition. WACV (2024)
Koen Vellenga, H. Joe Steinhauer, Alexander Karlsson, Göran Falkman, Asli Rhodin, Ashok Koppisetty
Designing deep neural networks for driver intention recognition. CoRR (2024)
Koen Vellenga, Alexander Karlsson, H. Joe Steinhauer, Göran Falkman, Anders Sjögren
Surrogate Deep Learning to Estimate Uncertainties for Driver Intention Recognition. ICMLC (2023)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason
Evaluation of Uncertainty Quantification in Deep Learning. IPMU (1) (2020)
Juhee Bae, Tove Helldin, Maria Riveiro, Slawomir Nowaczyk, Mohamed-Rafik Bouguelia, Göran Falkman
Interactive Clustering: A Comprehensive Review. ACM Comput. Surv. 53 (1) (2020)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
Deep Convolutional Neural Networks for the Prediction of Molecular Properties: Challenges and Opportunities Connected to the Data. J. Integr. Bioinform. 16 (1) (2019)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
Deep Reinforcement Learning for Multiparameter Optimization in de novo Drug Design. J. Chem. Inf. Model. 59 (7) (2019)
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
Eliciting Structures in Data. IUI Workshops (2019)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
Improving the Use of Deep Convolutional Neural Networks for the Prediction of Molecular Properties. PACBB (2018)
Niclas Ståhl, Göran Falkman, Gunnar Mathiason, Alexander Karlsson
A Self-Organizing Ensemble of Deep Neural Networks for the Classification of Data from Complex Processes. IPMU (3) (2018)
Rakesh Rana, Alexander Karlsson, Göran Falkman
A framework for identifying and evaluating technologies of interest for effective business strategy: Using text analytics to augment technology forecasting. ISCBI (2017)
Juhee Bae, Elio Ventocilla, Maria Riveiro, Tove Helldin, Göran Falkman
Evaluating Multi-attributes on Cause and Effect Relationship Visualization. VISIGRAPP (3: IVAPP) (2017)
Tove Helldin, Maria Riveiro, Sepideh Pashami, Göran Falkman, Stefan Byttner, Slawomir Nowaczyk
Supporting Analytical Reasoning - A Study from the Automotive Industry. HCI (5) (2016)
Ulrika Ohlander, Jens Alfredson, Maria Riveiro, Göran Falkman
A Teamwork Model for Fighter Pilots. HCI (6) (2016)
Ulrika Ohlander, Jens Alfredson, Maria Riveiro, Göran Falkman
Elements of team effectiveness: A qualitative study with pilots. CogSIMA (2016)
Ulrika Ohlander, Jens Alfredson, Maria Riveiro, Göran Falkman
Understanding Team Effectiveness in a Tactical Air Unit. HCI (6) (2015)
Alexander Karlsson, Björn Hammarfelt, H. Joe Steinhauer, Göran Falkman, Nasrine Olson, Gustaf Nelhans, Jan Michael Nolin
Modeling uncertainty in bibliometrics and information retrieval: an information fusion approach. Scientometrics 102 (3) (2015)
Rikard Laxhammar, Göran Falkman
Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories. Ann. Math. Artif. Intell. 74 (1-2) (2015)
Maria Riveiro, Tove Helldin, Göran Falkman, Mikael Lebram
Effects of visualizing uncertainty on decision-making in a target identification scenario. Comput. Graph. 41 (2014)
Maria Riveiro, Tove Helldin, Göran Falkman
Influence of meta-information on decision-making: Lessons learned from four case studies. CogSIMA (2014)
Tove Helldin, Ulrika Ohlander, Göran Falkman, Maria Riveiro
Transparency of Automated Combat Classification. HCI (23) (2014)
Maria Riveiro, Göran Falkman
Detecting anomalous behavior in sea traffic: A study of analytical strategies and their implications for surveillance systems. Int. J. Inf. Technol. Decis. Mak. 13 (2) (2014)
Rikard Laxhammar, Göran Falkman
Online Learning and Sequential Anomaly Detection in Trajectories. IEEE Trans. Pattern Anal. Mach. Intell. 36 (6) (2014)
Tove Helldin, Göran Falkman, Maria Riveiro, Anders Dahlbom, Mikael Lebram
Transparency of Military Threat Evaluation through Visualizing Uncertainty and System Rationale. HCI (17) (2013)
Marie Gustafsson Friberger, Göran Falkman
Collaboration processes, outcomes, challenges and enablers of distributed clinical communities of practice. Behav. Inf. Technol. 32 (6) (2013)
Maria Riveiro, Tove Helldin, Mikael Lebram, Göran Falkman
Towards future threat evaluation systems: User study, proposal and precepts for design. FUSION (2013)
Tove Helldin, Göran Falkman, Maria Riveiro, Staffan Davidsson
Presenting system uncertainty in automotive UIs for supporting trust calibration in autonomous driving. AutomotiveUI (2013)
Tove Helldin, Göran Falkman
Human-centered automation for improving situation awareness in the fighter aircraft domain. CogSIMA (2012)
Rikard Laxhammar, Göran Falkman
Online Detection of Anomalous Sub-trajectories: A Sliding Window Approach Based on Conformal Anomaly Detection and Local Outlier Factor. AIAI (2) (2012)
Maria Riveiro, Göran Falkman
The role of visualization and interaction in maritime anomaly detection. Visualization and Data Analysis (2011)
Fredrik Johansson, Göran Falkman
Real-time Allocation of Firing Units To Hostile Targets. J. Adv. Inf. Fusion 6 (2) (2011)
Tove Helldin, Göran Falkman, Jens Alfredson, Johan Holmberg
The applicability of human-centred automation guidelines in the fighter aircraft domain. ECCE (2011)
Rikard Laxhammar, Göran Falkman
Sequential Conformal Anomaly Detection in trajectories based on Hausdorff distance. FUSION (2011)
Tove Helldin, Göran Falkman
Human-Centred Threat Evaluation in Future Fighter Aircraft. GI-Jahrestagung (2011)
Fredrik Johansson, Göran Falkman
A Suite of Metaheuristic Algorithms for Static Weapon-Target Allocation. GEM (2010)
Anders Dahlbom, Lars Niklasson, Göran Falkman
Evolving Petri Nets for Situation Recognition. GEM (2010)
Fredrik Johansson, Göran Falkman
Real-time allocation of defensive resources to rockets, artillery, and mortars. FUSION (2010)
Maria Riveiro, Göran Falkman
Supporting the Analytical Reasoning Process in Maritime Anomaly Detection: Evaluation and Experimental Design. IV (2010)
Tina Erlandsson, Tove Helldin, Göran Falkman, Lars Niklasson
Information fusion supporting team situation awareness for future fighting aircraft. FUSION (2010)
Fredrik Johansson, Göran Falkman
SWARD: System for weapon allocation research & development. FUSION (2010)
Rikard Laxhammar, Göran Falkman
Conformal prediction for distribution-independent anomaly detection in streaming vessel data. StreamKDD@KDD (2010)
Maria Riveiro, Göran Falkman
Interactive Visualization of Normal Behavioral Models and Expert Rules for Maritime Anomaly Detection. CGIV (2009)
Rikard Laxhammar, Göran Falkman, Egils Sviestins
Anomaly detection in sea traffic - A comparison of the Gaussian Mixture Model and the Kernel Density Estimator. FUSION (2009)
Anders Dahlbom, Lars Niklasson, Göran Falkman
Situation Recognition and Hypothesis Management Using Petri Nets. MDAI (2009)
Fredrik Johansson, Göran Falkman
Performance Evaluation of TEWA Systems for Improved Decision Support. MDAI (2009)
Lars Niklasson, Maria Riveiro, Fredrik Johansson, Anders Dahlbom, Göran Falkman, Tom Ziemke, Christoffer Brax, Thomas Kronhamn, Martin Smedberg, Håkan Warston, Per M. Gustavsson
Extending the scope of situation analysis. FUSION (2008)
Göran Falkman, Marie Gustafsson, Olof Torgersson, Mats Jontell
The Origin, Representation, and Use of Collaboration Patterns in a Medical Community of Practice. WSKS (1) (2008)
Maria Riveiro, Göran Falkman, Tom Ziemke
Improving maritime anomaly detection and situation awareness through interactive visualization. FUSION (2008)
Maria Riveiro, Fredrik Johansson, Göran Falkman, Tom Ziemke
Supporting Maritime Situation Awareness Using Self Organizing Maps and Gaussian Mixture Models. SCAI (2008)
Göran Falkman, Marie Gustafsson, Olof Torgersson, Mats Jontell
Collaboration Patterns in an Online Community of Practice in Oral Medicine. MIE (2008)
Maria Riveiro, Göran Falkman, Tom Ziemke
Visual Analytics for the Detection of Anomalous Maritime Behavior. IV (2008)
Fredrik Johansson, Göran Falkman
A Bayesian network approach to threat evaluation with application to an air defense scenario. FUSION (2008)
Fredrik Johansson, Göran Falkman
A Comparison between Two Approaches to Threat Evaluation in an Air Defense Scenario. MDAI (2008)
Marie Gustafsson, Göran Falkman
Experiences in Modeling Clinical Examinations in Oral Medicine Using OWL. OWLED (2007)
Göran Falkman, Marie Gustafsson, Mats Jontell, Olof Torgersson
Towards pragmatic patterns for clinical knowledge management. ICPW (2007)
Lars Niklasson, Maria Riveiro, Fredrik Johansson, Anders Dahlbom, Göran Falkman, Tom Ziemke, Christoffer Brax, Thomas Kronhamn, Martin Smedberg, Håkan Warston, Per M. Gustavsson
A Unified Situation Analysis Model for Human and Machine Situation Awareness. GI Jahrestagung (2) (2007)
Marie Gustafsson, Göran Falkman, Fredrik Lindahl, Olof Torgersson
Enabling an Online Community for Sharing Oral Medicine Cases Using Semantic Web Technologies. ISWC (2006)
Fredrik Johansson, Göran Falkman
Implementation and integration of a Bayesian Network for prediction of tactical intention into a ground target simulator. FUSION (2006)
Göran Falkman, Olof Torgersson, Mats Jontell, Marie Gustafsson
SOMWeb - Towards an Infrastructure for Knowledge Sharing in Oral Medicine. MIE (2005)
Marie Gustafsson, Göran Falkman
Representing Clinical Knowledge in Oral Medicine Using Ontologies. MIE (2005)
Göran Falkman
The Use of a Uniform Declarative Model in 3D Visualisation for Case-Based Reasoning. ECCBR (2002)
Göran Falkman
Adaptation Using Iterated Estimations. ECCBR (2002)
Göran Falkman, Olof Torgersson
Knowledge Acquisition and Modeling in Clinical Information Systems: A Case Study. EKAW (2002)
Göran Falkman, Olof Torgersson
Enhancing Usefulness of Declarative Programming Frameworks through Complete Integration. WLPE (2002)
Göran Falkman
Information visualisation in clinical Odontology: multidimensional analysis and interactive data exploration. Artif. Intell. Medicine 22 (2) (2001)
Göran Falkman
Similarity Measures for Structured Representations: A Definitional Approach. EWCBR (2000)
Göran Falkman
SimVis: an interaction model for exploring clinical data. CHI Extended Abstracts (2000)
Göran Falkman
Program Separation and Definitional Higher Order Programming. Comput. Lang. 23 (2-4) (1997)
Göran Falkman, Lars Hallnäs, Olof Torgersson
Program Separation in GCLA. ICLP Workshop: Proof-Theoretical Extensions on Logic Programming (1994)
Göran Falkman, Olof Torgersson
Programming Methodologies in GCLA. ELP (1993)

Göran Falkman.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Göran Falkman