Publications

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Number of publications matching the search criterion: 138 (showing 1 - 50)

Doctoral Thesis (1)

CABS: A Case-Based and Graphical Requirements Capture, Formalisation and Verification System (Mar 1998)
Peter Funk
University of Edinburgh, Scotland

Book (1)

Further Advances in Case-Based Reasoning (Jan 2004)
Peter Funk, Pedro A. González Calero

Book chapter (3)

Physiological Sensor Signals Analysis to Represent Cases in a Case-based Diagnostic System (Jan 2012)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk
Innovations in Knowledge-based Systems in Biomedicine

Intelligent Signal Analysis Using Case-Based Reasoning for Decision Support in Stress Management (Jan 2010)
Shahina Begum, Mobyen Uddin Ahmed, Ning Xiong, Peter Funk
Computational Intelligence in Healthcare 4

Case-Based Reasoning for Medical and Industrial Decision Support Systems (Jan 2010)
Mobyen Uddin Ahmed, Shahina Begum, Ning Xiong, Peter Funk
Successful Case-based Reasoning Applications

Collection (Editor) (1)

Extracting knowledge from sensor signals for case-based reasoning with longitudinal time series data (Jan 2008)
Peter Funk, Ning Xiong
Case-Based Reasoning in Signals and Images. Book chapter: Extracting knowledge from sensor signals for case-based reasoning with longitudinal time series data.

Journal article (24)

Vision-Based Driver’s Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning (Nov 2021)
Hamidur Rahman, Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, Shahina Begum
Special Issue on Deep Learning in Biomedical Informatics and Healthcare (Sensors)

Automated EEG Artifact Handling with Application in Driver Monitoring (Nov 2017)
Shaibal Barua, Mobyen Uddin Ahmed, Christer Ahlström , Shahina Begum, Peter Funk
IEEE Journal of Biomedical and Health Informatics (J-BHI)

Mixed-Effect Models for the Analysis and Optimization of Sheet-Metal Assembly Processes (Feb 2017)
Ivan Tomasic, Alf Andersson , Peter Funk
IEEE Transactions on Industrial Informatics (IEEE-TII)

Case-Based Reasoning for Explaining Probabilistic Machine Learning (Apr 2014)
Tomas Olsson, Daniel Gillblad, Peter Funk, Ning Xiong
International Journal of Computer Science and Information Technology (IJCSIT)

Case-based reasoning supports fault diagnosis using sensor information (Dec 2013)
Ning Xiong, Tomas Olsson, Peter Funk
International Journal of COMADEM, 2013 (IJ'COMADEM-2013)

Patients Perception of Postoperative Pain Management: Validation of the International Pain Outcomes (IPO) Questionnaire (Nov 2013)
Marcus Komann , Peter Funk, Winfried Meiβner
The Journal of Pain, Official Journal of the American Pain Society

Synergistic case-based reasoning in medical domains (Jul 2013)
Cindy Marling , Stefania Montani , Isabelle Bichindaritz , Peter Funk
Expert Systems with Applications

Case-based reasoning applied to geometric measurements for decision support in manufacturing (May 2013)
Ella Olsson, Peter Funk, Alf Andersson
International Journal of System Assurance Engineering and Management

Exploiting the PAIN OUT registry with a clinical decision support system for acute pain management (extended abstract) (Jun 2012)
Marcus Komann , Peter Funk, Winfried Meiβner
Journal of Critical Care

Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments (Dec 2011)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Mia Folke
IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews

A Multi-Module Case Based Biofeedback System for Stress Treatment (Feb 2011)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
Artificial Intelligence in Medicine

Case-Based Reasoning Applied to Geometric Production Measurements (Feb 2011)
Ella Olsson, Peter Funk, Alf Andersson
International Journal of Systems Assurance Engineering and Management

A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching (Aug 2009)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele
Computational Intelligence (CI)

Case-Based Systems in the Health Sciences - A Case Study in the Field of Stress Management (Mar 2009)
Shahina Begum, Mobyen Uddin Ahmed, Peter Funk
WSEAS Transactions on Systems

Agent-Based Monitoring using Case-Based Reasoning for Experience Reuse and Improved Quality (Feb 2009)
Ella Olsson, Peter Funk
Journal of Quality in Maintenance Engineering

Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity (Oct 2008)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele
Transactions on Case-Based Reasoning on Multimedia Data

Concise case indexing of time series in health care by means of key sequence discovery (Jun 2008)
Ning Xiong, Peter Funk
Applied Intelligence

Case Based Reasoning and Knowledge Discovery in Medical Applications with Time Series (Nov 2006)
Peter Funk, Ning Xiong
Computational Intelligence

Intelligent Buffer Storage System - Enabling Fast and Flexible Assembling with Industrial Robots (Sep 2006)
Mikael Hedelind, Peter Funk, Milun Milic
Journal of Intelligent & Fuzzy Systems

Building similarity metrics reflecting utility in case-based reasoning (Aug 2006)
Ning Xiong, Peter Funk
Journal of Intelligent & Fuzzy Systems, guest editors: P. Funk, L. Spaanenburg

Construction of Fuzzy Knowledge Bases Incorporating Feature Selection (Jul 2006)
Ning Xiong, Peter Funk
Journal of Soft Computing - A Fusion of Foundations, Methodologies and Applications

Intelligent Buffer Storage System – Enabling Fast and Flexible Assembling with Industrial Robots (Mar 2006)
Peter Funk, Milun Milic
Journal of Intelligent & Fuzzy Systems

Clinical decision-support for diagnosing stress-related disorders by applying psychophysiological medical knowledge to an instance-based learning system (Nov 2005)
Markus Nilsson, Peter Funk, Erik M. G. Olsson , Bo von Schéele, Ning Xiong
Journal of Artificial Intelligence in Medicine

Fault Diagnosis in Industry Using Sensor Readings and Case-Based Reasoning (Dec 2004)
Ella Olsson, Peter Funk, Ning Xiong
Journal of Intelligent & Fuzzy Systems

Conference/Workshop Paper (98)

Analysis of Breakdown Reports using Natural Language Processing and Machine Learning (Aug 2021)
Mobyen Uddin Ahmed, Marcus Bengtsson, Antti Salonen, Peter Funk
International Congress and Workshop on Industrial AI (IAI2021)

AI-LCE: Adaptive and Intelligent Life Cycle Engineering by applying digitalization and AI methods – An emerging paradigm shift in Life Cycle Engineering (May 2021)
Tomohiko Sakao , Peter Funk, Johannes Matschewsky , Marcus Bengtsson, Mobyen Uddin Ahmed
28th CIRP Conference on Life Cycle Engineering (CIRP LCE 2021)

Joint observations with the Puerto Rico CubeSat, the Aguadilla Radio Array, and Arecibo Observatory (Aug 2017)
Brett Isham , Jan E. S. Bergman , Amilcar Rincon-Charris , Fredrik Bruhn, Peter Funk, Björn Gustavsson , Terence Bullett , Linda Krause
31st Annual AIAA/USU Conference on Small Satellites (AIAA/USU)

Sources of Variation Analysis in Fixtures for Sheet Metal Assembly Process (Oct 2016)
Ivan Tomasic, Ilker Erdem , Hamidur Rahman, Alf Andersson , Peter Funk
Swedish Production Symposium 2016 (SPS 2016)

Inline Process Control – a concept study of efficient in-line process control and process adjustment with respect to product geometry (Oct 2016)
Alf Andersson , Ilker Erdem , Peter Funk, Hamidur Rahman, Henrik Kihlman , Kristofer Bengtsson , Petter Falkman , Johan Torstensson , Johan Carlsson , Michael Scheffler , Stefan Bauer , Joachim Paul , Lars Lindkvist , Per Nyqvist
Swedish Production Symposium 2016 (SPS 2016)

Towards a probabilistic method for longitudinal monitoring in health care (Oct 2016)
Ning Xiong, Peter Funk
The 3rd EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'16)

Real Time Heart Rate Monitoring from Facial RGB Color Video using Webcam (Jun 2016)
Hamidur Rahman, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
The 29th Annual Workshop of the Swedish Artificial Intelligence Society (SAIS 2016)

Exploting Artificial Intelligence For Analysis and Data Selection on-board thte Puerto Rice CubeSat (Oct 2015)
Jan E. S. Bergman , Fredrik Bruhn, Peter Funk, Brett Isham , Amilcar Rincon-Charris , Pedro Capo-Lugo , Lennart Åhlen

Why hybrid Case-Based Reasoning will Change the Future of Health Science and Healthcare (Oct 2015)
Peter Funk
23rd International Conference on Case-Based Reasoning (ICCBR 2015)

Fault Diagnosis via Fusion of Information from a Case Stream (Sep 2015)
Tomas Olsson, Ning Xiong, Elisabeth Källström , Peter Funk
23rd International Conference on Case-Based Reasoning (ICCBR 2015)

A Fusion Based System for Physiological Sensor Signal Classification (Oct 2014)
Shahina Begum, Shaibal Barua, Mobyen Uddin Ahmed, Peter Funk
Medicinteknikdagarna 2014 (MTD10)

Representation and similarity evaluation of symbolic time series in uncertain environments (Sep 2014)
Ning Xiong, Peter Funk, Tomas Olsson
The Workshop on "Time in CBR" in the International Conference on Case-Based Reasoning, 2014 (RATIC14)

Fault Diagnosis of Heavy Duty Machines: Automatic Transmission Clutches (Sep 2014)
Tomas Olsson, Elisabeth Källström , Daniel Gillblad, Peter Funk, John Lindström , Lars Håkansson , Joakim Lundin , Magnus Svensson , Jonas Larsson
Workshop on Synergies between CBR and Data Mining at 22nd International Conference on Case-Based Reasoning (CBRDM'14)

Potential synergies between case-based reasoning and regression analysis in assembly processes (Sep 2014)
Ivan Tomasic, Peter Funk
Workshop on Synergies between CBR and Data Mining at 22nd International Conference on Case-Based Reasoning (CBRDM'14)

Classification of Ocular Artifacts in EEG Signals Using Hierarchical Clustering and Case-based Reasoning (Sep 2014)
Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed, Peter Funk
Workshop on Synergies between CBR and Data Mining at 22nd International Conference on Case-Based Reasoning (CBRDM'14)

Explaining Probabilistic Fault Diagnosis and Classification using Case-based Reasoning (Sep 2014)
Tomas Olsson, Daniel Gillblad, Peter Funk, Ning Xiong
22nd International Conference on Case-Based Reasoning (ICCBR 2014)

Automating a car production line adjustments by using case-based reasoning (Sep 2014)
Ivan Tomasic, Alf Andersson , Peter Funk
Swedish Production Symposium 2014 (SPS 2014)

Case-Based Reasoning Supports Fault Diagnosis Using Sensor Information (Nov 2012)
Ning Xiong, Peter Funk, Tomas Olsson
The 2nd International Workshop and Congress on eMaintenance

A Computer Aided System for Post-operative Pain Treatment Combining Knowledge Discovery and Case-Based Reasoning (Sep 2012)
Mobyen Uddin Ahmed, Peter Funk
International Conference on Case-Based Reasoning

Case Studies on the Clinical Applications using Case-Based Reasoning (Sep 2012)
Mobyen Uddin Ahmed, Shahina Begum, Peter Funk
7th International Symposium Advances in Artificial Intelligence and Applications (AAIA12)

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