Göran Falkman
Orcid: 0000-0001-8884-2154Affiliations:
- Chalmers University of Technology, Gothenburg, Sweden
According to our database1,
Göran Falkman
authored at least 73 papers
between 1993 and 2024.
Collaborative distances:
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Bibliography
2024
Evaluation of Video Masked Autoencoders' Performance and Uncertainty Estimations for Driver Action and Intention Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Domain Generalization of Deep Learning Models Under Subgroup Shift in Breast Cancer Prognosis.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2024
2023
Proceedings of the 15th International Conference on Machine Learning and Computing, 2023
2021
2020
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020
2019
Deep Convolutional Neural Networks for the Prediction of Molecular Properties: Challenges and Opportunities Connected to the Data.
J. Integr. Bioinform., 2019
J. Chem. Inf. Model., 2019
Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019
2018
Improving the Use of Deep Convolutional Neural Networks for the Prediction of Molecular Properties.
Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2018
A Self-Organizing Ensemble of Deep Neural Networks for the Classification of Data from Complex Processes.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018
2017
A framework for identifying and evaluating technologies of interest for effective business strategy: Using text analytics to augment technology forecasting.
Proceedings of the 5th International Symposium on Computational and Business Intelligence, 2017
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 3: IVAPP, Porto, Portugal, February 27, 2017
2016
Proceedings of the Engineering Psychology and Cognitive Ergonomics, 2016
Proceedings of the Human Interface and the Management of Information: Applications and Services, 2016
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2016
2015
Modeling uncertainty in bibliometrics and information retrieval: an information fusion approach.
Scientometrics, 2015
Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories.
Ann. Math. Artif. Intell., 2015
Proceedings of the Engineering Psychology and Cognitive Ergonomics, 2015
2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Detecting anomalous behavior in sea traffic: A study of analytical strategies and their implications for surveillance systems.
Int. J. Inf. Technol. Decis. Mak., 2014
Effects of visualizing uncertainty on decision-making in a target identification scenario.
Comput. Graph., 2014
Proceedings of the Engineering Psychology and Cognitive Ergonomics, 2014
Influence of meta-information on decision-making: Lessons learned from four case studies.
Proceedings of the IEEE International Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2014
2013
Collaboration processes, outcomes, challenges and enablers of distributed clinical communities of practice.
Behav. Inf. Technol., 2013
Transparency of Military Threat Evaluation through Visualizing Uncertainty and System Rationale.
Proceedings of the Engineering Psychology and Cognitive Ergonomics. Applications and Services, 2013
Towards future threat evaluation systems: User study, proposal and precepts for design.
Proceedings of the 16th International Conference on Information Fusion, 2013
Presenting system uncertainty in automotive UIs for supporting trust calibration in autonomous driving.
Proceedings of the Automotive User Interfaces and Interactive Vehicular Applications, 2013
2012
Online Detection of Anomalous Sub-trajectories: A Sliding Window Approach Based on Conformal Anomaly Detection and Local Outlier Factor.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012
Human-centered automation for improving situation awareness in the fighter aircraft domain.
Proceedings of the IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2012
2011
Proceedings of the Visualization and Data Analysis 2011, 2011
Proceedings of the 41. Jahrestagung der Gesellschaft für Informatik, 2011
Proceedings of the 14th International Conference on Information Fusion, 2011
The applicability of human-centred automation guidelines in the fighter aircraft domain.
Proceedings of the ECCE 2011, 2011
2010
Conformal prediction for distribution-independent anomaly detection in streaming vessel data.
Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques, 2010
Supporting the Analytical Reasoning Process in Maritime Anomaly Detection: Evaluation and Experimental Design.
Proceedings of the 14th International Conference on Information Visualisation, 2010
A Suite of Metaheuristic Algorithms for Static Weapon-Target Allocation.
Proceedings of the 2010 International Conference on Genetic and Evolutionary Methods, 2010
Evolving Petri Nets for Situation Recognition.
Proceedings of the 2010 International Conference on Genetic and Evolutionary Methods, 2010
Proceedings of the 13th Conference on Information Fusion, 2010
Proceedings of the 13th Conference on Information Fusion, 2010
Proceedings of the 13th Conference on Information Fusion, 2010
2009
Proceedings of the Modeling Decisions for Artificial Intelligence, 2009
Proceedings of the Modeling Decisions for Artificial Intelligence, 2009
Anomaly detection in sea traffic - A comparison of the Gaussian Mixture Model and the Kernel Density Estimator.
Proceedings of the 12th International Conference on Information Fusion, 2009
Interactive Visualization of Normal Behavioral Models and Expert Rules for Maritime Anomaly Detection.
Proceedings of the Sixth International Conference on Computer Graphics, 2009
2008
The Origin, Representation, and Use of Collaboration Patterns in a Medical Community of Practice.
Proceedings of the Emerging Technologies and Information Systems for the Knowledge Society, 2008
Supporting Maritime Situation Awareness Using Self Organizing Maps and Gaussian Mixture Models.
Proceedings of the Tenth Scandinavian Conference on Artificial Intelligence, 2008
Proceedings of the eHealth Beyond the Horizon, 2008
Proceedings of the Modeling Decisions for Artificial Intelligence, 2008
Proceedings of the 12th International Conference on Information Visualisation, 2008
Improving maritime anomaly detection and situation awareness through interactive visualization.
Proceedings of the 11th International Conference on Information Fusion, 2008
Proceedings of the 11th International Conference on Information Fusion, 2008
A Bayesian network approach to threat evaluation with application to an air defense scenario.
Proceedings of the 11th International Conference on Information Fusion, 2008
2007
Proceedings of the OWLED 2007 Workshop on OWL: Experiences and Directions, 2007
Proceedings of the 2nd International Conference on Pragmatic Web, 2007
Proceedings of the 37. Jahrestagung der Gesellschaft für Informatik, 2007
2006
Enabling an Online Community for Sharing Oral Medicine Cases Using Semantic Web Technologies.
Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006
Implementation and integration of a Bayesian Network for prediction of tactical intention into a ground target simulator.
Proceedings of the 9th International Conference on Information Fusion, 2006
2005
Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005
Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005
2003
Issues in Structured Knowledge Representation A Definitional Approach with Application to Case-Based Reasoning and Medical Informatics.
PhD thesis, 2003
2002
Enhancing Usefulness of Declarative Programming Frameworks through Complete Integration.
Proceedings of the 12th International Workshop on Logic Programming Environments, 2002
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002
Proceedings of the Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web, 2002
2001
Information visualisation in clinical Odontology: multidimensional analysis and interactive data exploration.
Artif. Intell. Medicine, 2001
2000
Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000
Proceedings of the CHI '00 Extended Abstracts on Human Factors in Computing Systems, 2000
1997
1994
Program Separation in GCLA.
Proceedings of the ICLP 1994, 1994
1993
Proceedings of the Extensions of Logic Programming, 4th International Workshop, 1993