Peter Funk

Orcid: 0000-0002-5562-1424

Affiliations:
  • Mälardalen University, Västerås, Sweden


According to our database1, Peter Funk authored at least 55 papers between 1994 and 2022.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
Artificial Intelligence-Based Life Cycle Engineering in Industrial Production: A Systematic Literature Review.
IEEE Access, 2022

2021
Vision-Based Driver's Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning.
Sensors, 2021

2018
Automated EEG Artifact Handling With Application in Driver Monitoring.
IEEE J. Biomed. Health Informatics, 2018

2017
Mixed-Effect Models for the Analysis and Optimization of Sheet-Metal Assembly Processes.
IEEE Trans. Ind. Informatics, 2017

2016
Real Time Heart Rate Monitoring From Facial RGB Color Video Using Webcam.
Proceedings of the 29th Annual Workshop of the Swedish Artificial Intelligence Society, 2016

Towards a Probabilistic Method for Longitudinal Monitoring in Health Care.
Proceedings of the Internet of Things Technologies for HealthCare, 2016

2015
Fault Diagnosis via Fusion of Information from a Case Stream.
Proceedings of the Case-Based Reasoning Research and Development, 2015

Why Hybrid Case-Based Reasoning Will Change the Future of Health Science and Healthcare.
Proceedings of the Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), 2015

2014
Synergistic case-based reasoning in medical domains.
Expert Syst. Appl., 2014

Explaining Probabilistic Fault Diagnosis and Classification Using Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2014

2013
Case-based reasoning applied to geometric measurements for decision support in manufacturing.
Int. J. Syst. Assur. Eng. Manag., 2013

2012
The 3 CDSSs: An Overview and Application in Case-Based Reasoning.
Proceedings of the 27th Annual Workshop of the Swedish Artificial Intelligence Society, 2012

An Overview of Three Medical Applications Using Hybrid Case-Based Reasoning.
Proceedings of the Advances in Data Mining, 12th Industrial Conference, 2012

A Computer Aided System for Post-operative Pain Treatment Combining Knowledge Discovery and Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2012

Mental State Monitoring System for the Professional Drivers Based on Heart Rate Variability Analysis.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Case Studies on the Clinical Applications using Case-Based Reasoning.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

A hybrid case-based system in clinical diagnosis and treatment.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments.
IEEE Trans. Syst. Man Cybern. Part C, 2011

A multi-module case-based biofeedback system for stress treatment.
Artif. Intell. Medicine, 2011

K-NN based interpolation to handle artifacts for heart rate variability analysis.
Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011

Mining rare cases in post-operative pain by means of outlier detection.
Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011

A Case-Based Retrieval System for Post-Operative Pain Treatment.
Proceedings of the Advances in Data Mining. 11th Industrial Conference, 2011

2010
Combined feature selection and similarity modelling in case-based reasoning using hierarchical memetic algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching.
Comput. Intell., 2009

CBR Supports Decision Analysis with Uncertainty.
Proceedings of the Case-Based Reasoning Research and Development, 2009

2008
Extracting Knowledge from Sensor Signals for Case-Based Reasoning with Longitudinal Time Series Data.
Proceedings of the Case-Based Reasoning on Images and Signals, 2008

Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity.
Trans. Case Based Reason., 2008

Concise case indexing of time series in health care by means of key sequence discovery.
Appl. Intell., 2008

A Novel Framework for Case-Based Decision Analysis.
Proceedings of the Tenth Scandinavian Conference on Artificial Intelligence, 2008

A Three Phase Computer Assisted Biofeedback Training System Using Case-Based Reasoning.
Proceedings of the ECCBR 2008, 2008

2007
Classify and Diagnose Individual Stress Using Calibration and Fuzzy Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2007

2006
Construction of fuzzy knowledge bases incorporating feature selection.
Soft Comput., 2006

Building similarity metrics reflecting utility in case-based reasoning.
J. Intell. Fuzzy Syst., 2006

Intelligent buffer storage system: Enabling fast and flexible assembling with industrial robots.
J. Intell. Fuzzy Syst., 2006

Case-Based Reasoning and Knowledge Discovery in Medical Applications with Time Series.
Comput. Intell., 2006

Clinical decision-support for diagnosing stress-related disorders by applying psychophysiological medical knowledge to an instance-based learning system.
Artif. Intell. Medicine, 2006

Discovering Key Sequences in Time Series Data for Pattern Classification.
Proceedings of the Advances in Data Mining, 2006

Discovering Knowledge About Key Sequences for Indexing Time Series Cases in Medical Applications.
Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006

2005
Clinical Decision Support by Time Series Classification Using Wavelets.
Proceedings of the ICEIS 2005, 2005

Detecting Breaths in Capnography Time Series.
Proceedings of the 6th International Conference on Case-Based Reasoning, 2005

Knowledge Discovery and Case Based Reasoning in Medical Applications with Time Series.
Proceedings of the 6th International Conference on Case-Based Reasoning, 2005

A Case-Based Approach Using Behavioural Biometrics to Determine a User's Stress Level.
Proceedings of the 6th International Conference on Case-Based Reasoning, 2005

A Novel Framework for Similarity Modeling in Case based Reasoning.
Proceedings of the IASTED International Conference on Computational Intelligence, 2005

2004
Fault diagnosis in industry using sensor readings and case-based reasoning.
J. Intell. Fuzzy Syst., 2004

Fault Diagnosis of Industrial Robots Using Acoustic Signals and Case-Based Reasoning.
Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004

A Case-Based Classification of Respiratory Sinus Arrhythmia.
Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004

2002
Category-Based Filtering and User Stereotype Cases to Reduce the Latency Problem in Recommender Systems.
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

Case-Based Reasoning to Improve Adaptability of Intelligent Tutoring Systems.
Proceedings of the 6th European Conference ov Case Based Reasoning, 2002

Intelligent Human Computer Collaboration (HCC).
Proceedings of the 1st German Workshop on Experience Management: Sharing Experiences about the Sharing of Experience, 2002

Category-Based Filtering in Recommender Systems for Improved Performance in Dynamic Domains.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2002

1999
Case-Based Reasoning for Reuse and Validation of System Development Processes.
Proceedings of the Challenges for Case-Based Reasoning, 1999

Processing Requirements by Software Configuration Management.
Proceedings of the 25th EUROMICRO '99 Conference, 1999

Reuse, Validation and Verification of System Development Processes.
Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

1995
Capturing and Matching Dynamic Behaviour in Case-Based Reasoning.
Proceedings of the Progress in Case-Based Reasoning, 1995

1994
Case-Based Support for the Design of Dynamic System Requirements.
Proceedings of the Advances in Case-Based Reasoning, Second European Workshop, 1994


  Loading...