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Journals
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| | Fuzzy Rule-Based Similarity Model Enables Learning from Small Case Bases, Ning Xiong, Applied Soft Computing, in press, Elsevier, June, 2013 |
| | Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments, Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Mia Folke, IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews, IEEE, December, 2011 |
| | Learning fuzzy Rules for similarity assessment in case-based reasoning, Ning Xiong, Expert Systems with Applications, vol 38, p10780-10786, Elsevier , December, 2011 |
| | Towards coherent matching in case-based classification, Ning Xiong, Cybernetics and Systems, vol 42, nr 3, p198-214, Taylor, December, 2011 |
| | A Multi-Module Case Based Biofeedback System for Stress Treatment, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele, Artificial Intelligence in Medicine, vol 51, nr 2, p107-115, ELSEVIER, February, 2011 |
| | A case-based approach to decision analysis (Ein Fallbasiertes Verfahren zur Beschlussanalysis), Ning Xiong, at-Automatisierungstechnik, vol 57, nr 9, p477-485, Oldenbourg Wissenschaftsverlag, Germany, September, 2009 |
| | A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching, Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele, Computational Intelligence (CI), vol 25, nr 3, p180-195(16), Blackwell Publishing, August, 2009 |
| | Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele, Transactions on Case-Based Reasoning on Multimedia Data, vol 1, nr 1, p3-19, IBaI Publishing, ISSN: 1864-9734, October, 2008 |
| | Concise case indexing of time series in health care by means of key sequence discovery, Ning Xiong, Peter Funk, Applied Intelligence, vol 28, p247-260, June, 2008 |
| | Agent negotiation of target distribution enhancing system survivability, Ning Xiong, Henrik Christensen (KTH), Per Svensson (FOI), International Journal of Intelligent Systems, vol 22, nr 12, p1251-1269, Wiley, December, 2007 |
| | Reactive tuning of target estimate accuracy in multisensor data fusion, Ning Xiong, Henrik Christensen (KTH), Per Svensson (FOI), Cybernetics and Systems, vol 38, nr 1, p83-103, Taylor & Francis, January, 2007 |
| | Case Based Reasoning and Knowledge Discovery in Medical Applications with Time Series, Peter Funk, Ning Xiong, Computational Intelligence, vol 22, nr 3-4, p238-253, Blackwell Publishing, November, 2006 |
| | Building similarity metrics reflecting utility in case-based reasoning, Ning Xiong, Peter Funk, Journal of Intelligent & Fuzzy Systems, guest editors: P. Funk, L. Spaanenburg, vol 17, nr 4, p407-416, IOS Press, August, 2006 |
| | Construction of Fuzzy Knowledge Bases Incorporating Feature Selection, Ning Xiong, Peter Funk, Journal of Soft Computing - A Fusion of Foundations, Methodologies and Applications, vol 10, nr 9, p796-804, Spring Verlag, July, 2006 |
| | Clinical decision-support for diagnosing stress-related disorders by applying psychophysiological medical knowledge to an instance-based learning system, Markus Nilsson (former), Peter Funk, Erik M. G. Olsson (Dept. of Psychology, Uppsala University), Bo von Schéele (PBMStressMedicine AB), Ning Xiong, Journal of Artificial Intelligence in Medicine, vol 36, nr 2, p156-176, Elsevier, November, 2005 |
| | Fault Diagnosis in Industry Using Sensor Readings and Case-Based Reasoning, Ella Olsson (former), Peter Funk, Ning Xiong, Journal of Intelligent & Fuzzy Systems, vol Vol. 15, ISSN 1064-1, p10, IOS Press, December, 2004 |
| | Perception management: an emerging concept for information fusion, Ronnie Johansson (external), Ning Xiong, Information Fusion, vol 4, nr 3, p231-234, Eleviser, June, 2003 |
| | Reduction of fuzzy control rules by means of premise learning -- method and case study, Ning Xiong, Lothar Litz (external), Fuzzy Sets and Systems, vol 132, p217-231, Eleviser, October, 2002 |
| | Learning premises of fuzzy rules for knowledge acquisition in classification problems., Ning Xiong, Lothar Litz (external), Habtom Ressom (external), Knowledge and Information Systems, vol 4, nr 1, p96-111, Springer, August, 2002 |
| | A hybrid approach to input selection for complex processes, Ning Xiong, IEEE Trans. Systems, Man, & Cybernetics, Part A, vol 32, nr 4, IEEE, August, 2002 |
| | Sensor management for information fusion: issues and approaches, Ning Xiong, Per Svensson (FOI), Information Fusion, vol 3, nr 2, p163-186, Eleviser, April, 2002 |
| | Evolutionary learning of rule premises for fuzzy modeling, Ning Xiong, International Journal of Systems Science, vol 32, nr 9, p1109-1118, Taylor, September, 2001 |
| | Learning rule structures of fuzzy controllers based on genetic algorithm, Ning Xiong, Systems Science, vol 26, nr 2, p69-84, April, 2000 |
| | Fuzzy tuning of PID controllers based on genetic algorithm, Ning Xiong, Systems Science, vol 25, nr 3, p65-75, June, 1999 |
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Articles in collection
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| | Intelligent Signal Analysis Using Case-Based Reasoning for Decision Support in Stress Management, Shahina Begum, Mobyen Uddin Ahmed, Ning Xiong, Peter Funk, Computational Intelligence in Healthcare 4, p 159-189, Springer-Verlag Berlin Heidelberg , ISBN: 978-3-642-14463-9, Editor(s): Isabelle Bichindaritz, Sachin Vaidya, Ashlesha Jain and Lakhmi C. Jain, 2010 |
| | Case-Based Reasoning for Medical and Industrial Decision Support Systems, Mobyen Uddin Ahmed, Shahina Begum, , Ning Xiong, Peter Funk, Successful Case-based Reasoning Applications, p 7-52, Springer-Verlag, Germany, ISBN: 978-3-642-14077-8, Editor(s): Stefania Montani and Lakhmi Jain, 2010 |
| | Extracting knowledge from sensor signals for case-based reasoning with longitudinal time series data, 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., p pp. 247-284, Springer Verlag, Editor(s): Petra Perner, 2008 |
| | Identifying flexible structured premises for mining concise fuzzy knowledge., Ning Xiong, Lothar Litz (external), Interpretability issues in fuzzy modeling, p 54-78, Springer, Editor(s): J. Casillas, O. Cordon, F. Herrera, L. Magdalena, 2003 |
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Conferences and workshops
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| | Fuzzy dissimilarity learning in case-based reasoning, Ning Xiong, Proc. 3rd European Conference on Systems, p 322-327, Paris, December, 2012 |
| | Case-based reasoning and its relation to information fusion, Ning Xiong, Proc. International Conference on Computational Intelligence and Software Engineering, IEEE, Wuhan, December, 2012 |
| | A Novel Memetic Algorithm Incorporating Nelder-Mead Method in Fuzzy Controller Design, Xiaodi Zhang (external), Ning Xiong, Damir Isovic, IEEE International Conference on Computational Intelligence and Software Engineering (CiSE 2012), Wuhan, China, December, 2012 |
| | Case-Based Reasoning Supports Fault Diagnosis Using Sensor Information, Ning Xiong, Peter Funk, Tomas Olsson, The 2nd International Workshop and Congress on eMaintenance, Luleå, Editor(s): Uday Kumar, Ramin Karim, Aditya Parida, . Phillip Tretten, November, 2012 |
| | Combined feature selection and similarity modeling in case-based reasoning using hierarchical memetic algorithms, Ning Xiong, Peter Funk, Proc. IEEE World Congress on Computational Intelligence, p 1537-1542, IEEE, July, 2010 |
| | Why we need to move to intelligent and experience based monitoring and diagnostic systems, Peter Funk, Ning Xiong, COMADEM 2010, 23th International Conference on Condition Monitoring and Diagnostic Engineering Management, p 111-115, Comadem International, Nara, Japan, Editor(s):S. Okumura, T. Kawai, P. Chen, R.B.K.N. Rao, June, 2010 |
| | Intelligent Stress Management System, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele, Maria Lindén, Mia Folke, Medicinteknikdagarna 2009, p 83, Västerås, Sweden, September, 2009 |
| | Learning flexible structured linguistic fuzzy rules for Mamdani fuzzy systems, Ning Xiong, IEEE Conference on Fuzzy Systems, p 86-91, IEEE Press, August, 2009 |
| | CBR supports decision analysis with uncertainty, Ning Xiong, Peter Funk, Lecture Notes In Artificial Intelligence; Vol. 5650, Proceedings of the 8th International Conference on Case-Based Reasoning, p 358-373, Spring-Verlag, Seattle, USA, July, 2009 |
| | Diagnosis and Biofeedback System for Stress, Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele, Maria Lindén, Mia Folke, 6th international workshop on Wearable Micro and Nanosystems for Personalised Health (pHealth), p 48, Oslo, Norway, June, 2009 |
| | Assessing similarity between cases by means of fuzzy rules, Ning Xiong, IEEE Conference on Fuzzy Systems, p 1953-1958, IEEE Press, June, 2009 |
| | An Overview on Recent Case-Based Reasoning Systems in the Medicine, Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, 25th annual workshop of the Swedish Artificial Intelligence Society, p 65, Linköping University Electronic Press, Linköpings universitet, Linköping, May, 2009 |
| | Integrating Case-Based Inference and Approximate Reasoning for Decision Making under Uncertainty , Ning Xiong, Peter Funk, Proceedings of Swedish Workshop on Artificial Intelligence, Linköping, May, 2009 |
| | Fuzzy Rule-Based Classification to Build Initial Case Library for Case-Based Stress Diagnosis, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, 9th IASTED international conference on Artificial Intelligence and Applications (AIA) 2009. IASTED, IASTED, Innsbruck, Austria, Editor(s):M.H. Hamza, February, 2009 |
| | Multi-Modal and Multi-Purpose Case-based Reasoning in the Health Sciences, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, 8th WSEAS Int.Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED 2009), February 21-23, 2009, p 378-383, WSEAS press, Cambridge, UK, Editor(s):Leon Trilling et al, February, 2009 |
| | A Three Phase Computer Assisted Biofeedback Training System Using Case-Based Reasoning, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele, 9th European Conference on Case-based Reasoning workshop proceedings, p 57-68, Trier, Germany, Editor(s):Martin Schaaf, August, 2008 |
| | Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele (PBMStressMedicine AB), 8th Industrial Conference, ICDM 2008, p 128-144, IBaI, Leipzig, Germany, Editor(s):Isabelle Bichindaritz, Petra Perner & Linda Shapiro, July, 2008 |
| | A novel framework for case-based decision analysis, Ning Xiong, Peter Funk, 10th Scandinavian Conference on Artificial Intelligence, IOS Press, Stockholm, May, 2008 |
| | A Computer-Based System for the Assessment and Diagnosis of Individual Sensitivity to Stress in Psychophysiology, Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Mia Folke, Bo von Schéele (PBMStressMedicine AB), Medicinteknikdagarna 2007, p 55, Stockholm, November, 2007 |
| | Similarity of Medical Cases in Health Care Using Cosine Similarity and Ontology, Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele (PBMStressMedicine AB), 5th Workshop on CBR in the Health Sciences, ICCBR-07, p 263-272, Springer LNCS, Belfast, Northern Ireland, Editor(s):David C. Wilson and Deepak Khemani, August, 2007 |
| | Classify and Diagnose Individual Stress Using Calibration and Fuzzy Case-Based Reasoning, Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele (PBMStressMedicine AB), In proceedings of 7th International Conference on Case-Based Reasoning, p 478-491, Springer, Belfast, Northern Ireland, Editor(s):Rosina O.Weber and Michael M. Richter, August, 2007 |
| | Efficient Condition Monitoring and Diagnosis Using a Case-Based Experience Sharing System, Mobyen Uddin Ahmed, Ella Olsson (former), Peter Funk, Ning Xiong, 20th International Congress and Exhibition on Condition Monitoring and Diagnostics Engineering Management, COMADEM 2007, p 305-314, IT-Instituto de Telecomunicacoes, Faro, Portugal, Editor(s):Ana CV Vieira et al, June, 2007 |
| | A case study of communication i a distributed multi-agent system in a factory production environment., Ella Olsson (former), Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, The 20th International Congress and Exhibition on Condition Monitoring and Diagnostics Engineering Management, COMADEM 2007, Faro, Portugal, June, 2007 |
| | Individualized Stress Diagnosis Using Calibration and Case-Based Reasoning, Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele (PBMStressMedicine AB), Proceedings of the 24th annual workshop of the Swedish Artificial Intelligence Society, p 59-69, Borås, Sweden, Editor(s):Löfström et al., May, 2007 |
| | A Case-Based Reasoning System for Knowledge and Experience Reuse, Mobyen Uddin Ahmed, Ella Olsson (former), Peter Funk, Ning Xiong, Proceedings of the 24th annual workshop of the Swedish Artificial Intelligence Society, p 70-80, Borås, Sweden, Editor(s):Löfström et al., May, 2007 |
| | Discovering Knowledge about Key Sequences for Indexing Time Series Cases, Peter Funk, Ning Xiong, Euprpean Conference on Case-Based Reasoning, 2006, p 15, Springer, Turkey, September, 2006 |
| | Using Calibration and Fuzzification of Cases for Improved Diagnosis and Treatment of Stress, Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele (PBMStressMedicine AB), 8th European Conference on Case-based Reasoning workshop proceedings, p 113-122, Turkey 2006, Editor(s):M. Minor, September, 2006 |
| | Discovering Key Sequences in Time Series Data for Pattern Classification, Peter Funk, Ning Xiong, 6th Industrial Conference on Data Mining, ICDM 2006, p 492-505, Springer, LNAI 4065, Leipzig, Germany, Editor(s):Petra Perner, July, 2006 |
| | Case-Based Experience Reuse and Agents for Efficient Health Monitoring, Preventive and Corrective Actions, Peter Funk, Ella Olsson (former), Marcus Bengtsson, Ning Xiong, Proceedings of the 19th Congress on Condition Monitoring and Diagnostic Engineering Management, p 445-453, Division of Operation and Maintenance Engineering, Luleå University of Technology, Luleå, Sweden, Editor(s):Uday Kumar, Aditya Parida, Raj B.K.N. Rao, June, 2006 |
| | Knowledge Discovery and Case Based Reasoning in Medical Applications with Time Series, Peter Funk, Markus Nilsson (former), Ning Xiong, In Workshop proceedings of the 6th International Conference on Case Based Reasoning, p 10, Chicago, Editor(s):Isabelle Bichindaritz, Cindy Marling, December, 2005 |
| | A Novel Framework for Similarity Modeling in Case Based Reasoning, Ning Xiong, Peter Funk, International Conference on Computational Intelligence, Calgary, Canada, July, 2005 |
| | Clinical decision support by time series classification using wavelets, Markus Nilsson (former), Peter Funk, Ning Xiong, Proceedings of the Seventh International Conference on Enterprise Information Systems (ICEIS'05), p 169-175, INSTICC Press, Miami, USA, Editor(s):Chin-Sheng Chen, Joaquim Filipe, Isabel Seruca, José Cordeiro, May, 2005 |
| | Learning Similarity Measures for Improved Utility Assessment, Ning Xiong, Peter Funk, The Annual Swedish Artificial Intelligence and Learning Systems Event, p 177-191, Västerås, Sweden, Editor(s):Peter Funk, Thorsteinn Rognvaldsson, April, 2005 |
| | A game theoretic model for management of mobile sensors, Ronnie Johansson (external), Ning Xiong, Henrik Christensen (KTH), International Conference on Information Fusion, International Information Fusion Society, Australia, July, 2003 |
| | Input structure identification using case-based reasoning and genetic algorithm, Ning Xiong, the 4th International Conference on Application of Fuzzy Systems and Soft Computing, p 26-33, b-Quadrat Verlag, Siegen Germany, July, 2000 |
| | Fuzzy modeling based on premise optimization, Ning Xiong, Lothar Litz (external), 9th IEEE Conference on Fuzzy Systems, p 859-864, IEEE Press, Texas, May, 2000 |
| | Genetic algorithm approach to route planning under variable terrain, Ning Xiong, Z. X. Wang (external), Advances in Intelligent Systems: Theory and Applications, IOS Press, February, 2000 |
| | Generating linguistic fuzzy rules for pattern classification with genetic algorithms, Ning Xiong, Lothar Litz (external), Lecture Notes in Artificial Intelligence 1704, p 574-579, Springer, September, 1999 |
| | Generierung von Regelprämissen zum Entwurf von Fuzzy Controllern, Ning Xiong, Lothar Litz (external), 8 Workshop "Fuzzy Control" des GMA-FA, p 220-231, Dortmund Germany, November, 1998 |
| | Building Takagi-Sugeno fuzzy models based on genetic algorithm, Ning Xiong, Lothar Litz (external), IEEE Conference on Intelligent Engineering Systems, p 245-250, IEEE, Vienna, September, 1998 |
| | Learning rule premises containing incomplete structure based on evolutionary algorithm, Ning Xiong, Lothar Litz (external), 6th European Congress on Intelligent Techniques and Soft Computing, p 811-815, Mainz Publisher, Aachen Germany, August, 1998 |
| | A new genetic based approach to fuzzy controller design and its application, Ning Xiong, Lothar Litz (external), IEEE Conference on Control Applications, p 937-941, IEEE, Italy, June, 1998 |
| | Design of flexible structured fuzzy controllers using genetic algorithms, D. Popovic (external), Ning Xiong, IEEE Conference on Fuzzy Systems, p 1682-1686, IEEE, USA, August, 1996 |
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