Göran Falkman

Orcid: 0000-0001-8884-2154

Affiliations:
  • Chalmers University of Technology, Gothenburg, Sweden


According to our database1, Göran Falkman authored at least 72 papers between 1993 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Designing deep neural networks for driver intention recognition.
CoRR, 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

2023
Surrogate Deep Learning to Estimate Uncertainties for Driver Intention Recognition.
Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

2021
Interactive Clustering: A Comprehensive Review.
ACM Comput. Surv., 2021

2020
Evaluation of Uncertainty Quantification in Deep Learning.
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

Deep Reinforcement Learning for Multiparameter Optimization in de novo Drug Design.
J. Chem. Inf. Model., 2019

Eliciting Structures in Data.
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

Visual Data Analysis.
Proceedings of the Data Science in Practice, 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

Evaluating Multi-attributes on Cause and Effect Relationship Visualization.
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
A Teamwork Model for Fighter Pilots.
Proceedings of the Engineering Psychology and Cognitive Ergonomics, 2016

Supporting Analytical Reasoning - A Study from the Automotive Industry.
Proceedings of the Human Interface and the Management of Information: Applications and Services, 2016

Elements of team effectiveness: A qualitative study with pilots.
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

Understanding Team Effectiveness in a Tactical Air Unit.
Proceedings of the Engineering Psychology and Cognitive Ergonomics, 2015

2014
Online Learning and Sequential Anomaly Detection in Trajectories.
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

Transparency of Automated Combat Classification.
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
Real-time Allocation of Firing Units To Hostile Targets.
J. Adv. Inf. Fusion, 2011

The role of visualization and interaction in maritime anomaly detection.
Proceedings of the Visualization and Data Analysis 2011, 2011

Human-Centred Threat Evaluation in Future Fighter Aircraft.
Proceedings of the 41. Jahrestagung der Gesellschaft für Informatik, 2011

Sequential Conformal Anomaly Detection in trajectories based on Hausdorff distance.
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

SWARD: System for weapon allocation research & development.
Proceedings of the 13th Conference on Information Fusion, 2010

Real-time allocation of defensive resources to rockets, artillery, and mortars.
Proceedings of the 13th Conference on Information Fusion, 2010

Information fusion supporting team situation awareness for future fighting aircraft.
Proceedings of the 13th Conference on Information Fusion, 2010

2009
Performance Evaluation of TEWA Systems for Improved Decision Support.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2009

Situation Recognition and Hypothesis Management Using Petri Nets.
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

Collaboration Patterns in an Online Community of Practice in Oral Medicine.
Proceedings of the eHealth Beyond the Horizon, 2008

A Comparison between Two Approaches to Threat Evaluation in an Air Defense Scenario.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2008

Visual Analytics for the Detection of Anomalous Maritime Behavior.
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

Extending the scope of situation analysis.
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
Experiences in Modeling Clinical Examinations in Oral Medicine Using OWL.
Proceedings of the OWLED 2007 Workshop on OWL: Experiences and Directions, 2007

Towards pragmatic patterns for clinical knowledge management.
Proceedings of the 2nd International Conference on Pragmatic Web, 2007

A Unified Situation Analysis Model for Human and Machine Situation Awareness.
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
Representing Clinical Knowledge in Oral Medicine Using Ontologies.
Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005

SOMWeb - Towards an Infrastructure for Knowledge Sharing in Oral Medicine.
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

The Use of a Uniform Declarative Model in 3D Visualisation for Case-Based Reasoning.
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

Adaptation Using Iterated Estimations.
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

Knowledge Acquisition and Modeling in Clinical Information Systems: A Case Study.
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
Similarity Measures for Structured Representations: A Definitional Approach.
Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000

SimVis: an interaction model for exploring clinical data.
Proceedings of the CHI '00 Extended Abstracts on Human Factors in Computing Systems, 2000

1997
Program Separation and Definitional Higher Order Programming.
Comput. Lang., 1997

1994
Program Separation in GCLA.
Proceedings of the ICLP 1994, 1994

1993
Programming Methodologies in GCLA.
Proceedings of the Extensions of Logic Programming, 4th International Workshop, 1993


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