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| Kai F Goebel, Vivek Badami, Amitha
Pereira, Diagnostic Information Fusion for Manufacturing
Processes, Proceedings of the 2nd International
Conference on Information Fusion, Fusion ’99,
vol. 1, pp. 331-336, PDF |
| William E Cheetham, Cheetham, W.,
(2006). Case-Based Reasoning for General Electric
Appliance Customer Support, Eighteenth Conference
on Innovative Applications of Artificial Intelligence,
Boston, Massachusetts., , 2006 PDF |
| Feng Xue, Raj Subbu, Piero P Bonissone,
Locally weighted fusion of multiple predictive
models, Int. Joint Conf. on Neural Networks, ,
2006 PDF |
| Weizhong Yan, Piero P Bonissone,
Designing a neural network decision system for
automated insurance underwriting, Proceedings
of IEEE World Congress on Computational Intelligence,
Vancouver, BC, Canada, July 16-21,2006, 2006 PDF |
| Naresh Iyer, Kai F Goebel, Piero
P Bonissone, Framework for Post-Prognostic Decision
Support, Proceedings of 2006 IEEE Aerospace Conference,
11.0903, 2006 PDF |
| Kai F Goebel, Xiao Hu, Neil E Eklund,
Weizhong Yan, Fusing diverse monitoring algorithms
for robust change detection, Proceedings of SPIE;
Multisensor, Multisource Information Fusion: Architectures,
Algorithms, and Applications 2006, Vol. 6242,
pp. 192 - 202 , 2006 PDF |
| Kai F Goebel, Neil E Eklund, Pierino
Bonanni, Fusing Competing Prediction Algorithms
for Prognostics, Proceedings of 2006 IEEE Aerospace
Conference, 11.1004, 2006 PDF |
| Weizhong Yan, Piero P Bonissone,
Designing a neural network decision system for
automated insurance underwriting, Proceedings
of IEEE World Congress on Computational Intelligence,
Vancouver, BC, Canada, July 16-21,2006, 2006 PDF |
| Kai F Goebel, Weizhong Yan, Neil
E Eklund, Viswanath Avasarala, Jose Celaya, Defect
classification of highly noisy NDE data using
classifier ensembles, Proceedings of SPIE: Smart
Structures and Materials 2006: Smart Sensor Monitoring
Systems and Applications; Daniele Inaudi, Wolfgang
Ecke, Brian Culshaw, Kara J. Peters, Eric Udd;
(Eds.), Vol. 6167, pp. 460 - 471, 2006 PDF |
| Weizhong Yan, Application of random
forest to aircraft engine fault diagnosis, CESA,
2006 PDF |
| Viswanath Avasarala, Jose Celaya,
Kai F Goebel, Neil E Eklund, Sensor Validation
in Non-Destructive Evaluation using Clustering,
Proceedings of SPIE; Smart Structures and Materials
2006: Smart Sensor Monitoring Systems and Applications;
Daniele Inaudi, Wolfgang Ecke, Brian Culshaw,
Kara J. Peters, Eric Udd; (Eds.), Vol. 6167, pp.
396-403, 2006 PDF |
| Piero P Bonissone, Neil E Eklund,
Kai F Goebel, Using an Ensemble of Classifiers
to Audit a Production Classifier, MCS 2005, ,
2005 PDF |
| Kareem Aggour, Anil Varma, Piero
P Bonissone, Selecting the Best Units in a Fleet:
Prediction from Equipment Peers, Proc. 7th Int.
Conference on Case-Based Reasoning (ICCBR) 2005
, Chicago, IL, USA, August 23-26,, , 2005 PDF |
| William E Cheetham, Joe Schulz, Using
Ensembles of Binary Case-Based Reasoners, The
Sixth International Conference on Case-Based Reasoning,
Chicago, Illinois., , 2005 PDF |
| Mark Devaney, William E Cheetham,
Case-Based Reasoning for Gas Turbine Diagnostics,
The Eighteenth International FLAIRS Conference,
Clearwater Beach, Florida., , 2005 PDF |
| Kareem Aggour, William E Cheetham,
Aggour, K., Cheetham, W., (2005). Automating the
Underwriting of Insurance Applications, Seventeenth
Conference on Innovative Applications of Artificial
Intelligence, Pittsburg, Pennsylvania., , 2005
PDF |
| Piero P Bonissone, Anil Varma, Predicting
the Best Units within a Fleet: Prognostic Capabilities
Enabled by Peer Learning, Fuzzy Similarity, and
Evolutionary Design Process, Proc. FUZZ-IEEE 2005,
Reno NV, USA, May 22-25, , , 2005 PDF |
| Feng Xue, Arthur C Sanderson, Piero
P Bonissone, Robert J Graves, Fuzzy Logic Controlled
Multi-Objective Differential Evolution", Proc.
FUZZ-IEEE 2005, , Reno NV, USA, May 22-25,, ,
2005 PDF |
| Thomas Sebastian, Kai F Goebel, Tahs
Saleh, Fast Detection of Linear Features in Large
Images, Proceedings of Electronic Imaging 2005
Annual Symposium: Machine Vision Applications
in Industrial Inspection XIII, pp. 10-17, 2005
PDF |
| Kai F Goebel, Pierino Bonanni, Neil
E Eklund, Towards an Integrated Reasoner for Bearings
Prognostics, Proceedings of 2005 IEEE Aerospace
Conference, pp. 1 - 11, 2005 PDF |
| Weizhong Yan, Kai F Goebel, Feature
Selection for Partial Discharge Diagnosis, Proceedings
of12th SPIE: Health Monitoring and Smart Nondestructive
Evaluation of Structural and Biological Systems
IV, v. 5768, pp. 166-175, 2005 PDF |
| Kai F Goebel, Weizhong Yan, Using
Correlation-Based Measures to Select Classifiers
for Decision Fusion, Proceedings of SPIE Defense
and Security Symposium: Multisensor, Multisource
Information Fusion: Architectures, Algorithms,
and Applications 2005, pp. 180-191, 2005 PDF |
| Randal Rausch, Kai F Goebel, Neil
E Eklund, Brent Brunell, Integrated Fault Detection
and Accommodation: A Model-Based Study, Proceedings
of the ASME Turbo Expo 2005, v. 1, pp. 561-569,
2005 PDF |
| Kai F Goebel, Piero P Bonissone,
Prognostic Information Fusion for Constant Load
Systems, Proceedings of the 7th Annual Conference
on Information Fusion, Fusion 2005, 2005 PDF |
| Neil E Eklund, Kai F Goebel, Using
Neural Networks and the Rank Permutation Transformation
to Detect Abnormal Conditions in Aircraft Engines,
Proceedings of the 2005 IEEE Mid-Summer Workshop
on Soft Computing in Industrial Applications,
SMCia/05, pp. 1-5, 2005 PDF |
| Weizhong Yan, Kai F Goebel, Nicole
Evers, Algorithms for Partial Discharge Diagnostics
Applied to Aircraft Wiring , Aging Aircraft 2005,
2005 PDF |
| Feng Xue, Arthur C Sanderson, Robert
J Graves, Multi-objective differential evolution
-- algorithm, convergence analysis, and applications,
Proc. of IEEE Congress on Evolutionary Computation,
vol. 1, pp. 743-750, 2005 PDF |
| Feng Xue, Arthur C Sanderson, Robert
J Graves, Modeling and convergence analysis of
a continuous multi-objective differential evolution
algorithm, Proc. of IEEE Congress on Evolutionary
Computation, vol. 1, pp. 228-235, 2005 PDF |
| Weizhong Yan, Kai F Goebel, Feature
dimensionality reduction for partial discharge
diagnosis, Proceedings of MFPT05, Virginia Beach,
VA, April 26-30,2005, Edited by H.C. Pusey, S.C.
Pusey, and W. R. Hobbs, MFPT, Winchester, VA,
pp167-176, 2005 PDF |
| Raj Subbu, Kai F Goebel, Dean Frederick,
Evolutionary Design and Optimization of Aircraft
Engine Controllers, IEEE Transactions on Systems,
Man, and Cybernetics; Part C: Applications and
Reviews, Vol. 35, No. 4, Nov. 2005, pp. 554-565,
, 2005 PDF |
| Raj Subbu, Piero P Bonissone, Neil
E Eklund, Srinivas Bollapragada, Kete Chalermkraivuth,
Multiobjective Financial Portfolio Design: A Hybrid
Evolutionary Approach, 2005 IEEE Congress on Evolutionary
Computation (CEC 2005) , Edinburgh UK, September
2-5,, , 2005 PDF |
| William E Cheetham, Joe Price, Measures
of Solution Accuracy in Case-Based Reasoning Systems,
Seventh European Conference on Case-Based Reasoning,
Madrid., , 2004 PDF |
| Jessica Granderson, Alice M Agogino,
Yao-Jung Wen, Kai F Goebel, Towards Demand-Responsive
Intelligent Lighting With Wireless Sensing and
Actuation, Proceedings of 2004 Annual IESNA Annual
Conference, pp. 265-274, 2004 PDF |
| Randal Rausch, Daniel E Viassolo,
Aditya Kumar, Kai F Goebel, Neil E Eklund, Brent
Brunell, Pierino Bonanni, Towards In-Flight Detection
and Accommodation of Faults in Aircraft Engines,
Proceedings of AIAA 1st Intelligent Systems Technical
Conference, pp. 1-11, 2004 PDF |
| Kai F Goebel, Neil E Eklund, Brent
Brunell, Rapid Detection of Faults for Safety
Critical Aircraft Operation, 2004 IEEE Aerospace
Conference Proceedings, vol. 5, pp. 3372-3383,
2004 PDF |
| Kai F Goebel, Weizhong Yan, Choosing
Classifiers for Decision Fusion, Proceedings of
the Seventh International Conference on Information
Fusion, vol. I, pp. 563-568, 2004 PDF |
| Yao-Jung Wen, Alice M Agogino, Kai
F Goebel, Fuzzy Validation and Fusion for Wireless
Sensor Networks, Proceedings of 2004 ASME International
Mechanical Engineering Congress, pp. 727-732,
2004 PDF |
| Jessica Granderson, Alice M Agogino,
Yao-Jung Wen, Kai F Goebel, Towards Demand-Responsive
Intelligent Lighting With Wireless Sensing and
Actuation, Proceedings of 2004 Annual IESNA Annual
Conference, pp. 265-274, 2004 PDF |
| William E Cheetham, Tenth Anniversary
of Plastics Color Matching, Sixteenth Conference
on Innovative Applications of Artificial Intelligence,
San Jose, California., , 2004 PDF |
| William E Cheetham, Global Grade
Selector: A Recommender System for Supporting
the Sale of Plastic Resin, The Fifth International
Conference on Case-Based Reasoning, Trondheim,
Norway., , 2003 PDF |
| Kai F Goebel, Sensitivity of fusion
performance to classifier model variations, Proceedings
of SPIE, Multisensor, Multisource Information
Fusion: Architectures, Algorithms, and Applications
VII, pp. 39-46, 2003 PDF |
| Michael Krok, Kai F Goebel, Prognostics
for advanced compressor health monitoring, Proceedings
of SPIE, System Diagnosis and Prognosis: Security
and Condition Monitoring Issues III, Vol. #5107,
pp.1-12, 2003 PDF |
| William E Cheetham, Kai F Goebel,
Piero P Bonissone, Benefits of Decision Support
Using Soft Computing, Applied Decision Support
with Soft Computing; Eds: X. Yu and J. Kacprzyk,
Studies in Fuzziness and Soft Computing, Vol.
124, Springer Verlag, pp. 61-85, , 2003 PDF |
| Kai F Goebel, Michael Dometita, Catherine
Graichen, Mapping Heterogeneous Information to
Facilitate Fusion for Improved Lifing Estimates,
Proceedings of the 6th Annual Conference on Information
Fusion, Fusion 2003, pp. 364-371, 2003 PDF |
| Kai F Goebel, Incremental Performance
Improvement during Development of Diagnostic Algorithms,
2003 ASA Proceedings, Joint Statistical Meeting,
Quality and Productivity Research Conference,
pp. 4823-4831, 2003 PDF |
| Kai F Goebel, Weizhong Yan, Fusing
Binary and Continuous Output of Multiple Classifiers,
Proceedings of the Fifth International Conference
on Information Fusion, Fusion 2002, vol. 1, pp.
380-387, 2002 PDF |
| Kai F Goebel, Shreesh P Mysore, Factoring
in a Priori Classifier Performance into Decision
Fusion, Proceedings of SPIE, Sensor Fusion: Architectures,
Algorithms, and Applications VI, vol. 4731, pp.
10-21, 2002 PDF |
| Kai F Goebel, Weizhong Yan, William
E Cheetham, A Method to Calculate Classifier Correlation
for Decision Fusion, Proceedings of IDC 2002,
pp. 135-140, 2002 PDF |
| William E Cheetham, Paul E Cuddihy,
Kai F Goebel, Applications of Soft CBR at GE,
Soft Computing in Case Based Reasoning; Eds: S.
Pal, T. Dillon, and D. Yeung; Springer Verlag,
London, pp. 335-365, , 2001 PDF |
| Kai F Goebel, Shreesh P Mysore, Taking
Advantage of Misclassifications to Boost Classification
Rate in Decision Fusion, Proceedings of SPIE,
Sensor Fusion: Architectures, Algorithms, and
Applications V, 2001, pp. 11-20, 2001 PDF |
| Kai F Goebel, Conflict Resolution
using Strengthening and Weakening Operations in
Decision Fusion, Proceedings of the 4th Annual
Conference on Information Fusion, Fusion 2001,
pp. ThA1-19 - ThA1-25 , 2001 PDF |
| Piero P Bonissone, Kai F Goebel,
Soft Computing for Diagnostics in Equipment Service,
Artificial Intelligence for Engineering Design,
Analysis and Manufacturing, Vol. 15 (4), Sept.
2001, pp. 267-279, , 2001 PDF |
| Kai F Goebel, Alice M Agogino, Intelligent
Sensor Validation and Sensor Fusion for Automated
Vehicle Control Using Fuzzy Techniques, ASME J.
of Dynamic Systems, Measurement and Control, March
2001, pp. 145-146, , 2001 PDF |
| Kai F Goebel, Architecture and Design
of a Diagnostic Information Fusion Tool , Artificial
Intelligence for Engineering Design, Analysis
and Manufacturing, Vol. 15 (4), Sept. 2001, pp.
335-348, , 2001 PDF |
| Kai F Goebel, Alice M Agogino, Fuzzy
Belief Nets, Intl. J. Uncertainty, Fuzziness,
and Knowledge-Based Systems. Vol. 8, No. 4, pp.
453-469, , 2000 PDF |
| Marc Garbiras, Kai F Goebel, Fusing
Diagnostic Information Fusion without A priori
Performance Knowledge, Proceedings of the 3rd
Intl. Conference on Information Fusion, Fusion
2000, vol. 1, pp. pp.TuD5-9 – TuD5-16, 2000 PDF |
| Kai F Goebel, Weizhong Yan, Feature
Selection for Tool Wear Diagnosis Using Soft Computing
Techniques, Proceedings of the ASME, Manufacturing
in Engineering Division, (MED-Vol.11), pp. 157-163,
2000 PDF |
| Kai F Goebel, Decision Forgetting
and Decision Smoothing for Diagnostic Information
Fusion in Systems with Redundant Information,
Proceedings of SPIE, Sensor Fusion: Architectures,
Algorithms, and Applications IV, Vol. 4051, pp.
438-445, 2000 PDF |
| Kai F Goebel, Michael Krok, Hunt
Sutherland, Diagnostic Information Fusion: Requirements
Flowdown and Interface Issues, Proceedings of
the IEEE 2000 Aerospace Confence – Advanced Reasoner
and Information Fusion Techniques, vol. 6, pp.
155-162, 2000 PDF |
| Piero P Bonissone, Yu-To Chen, Kai
F Goebel, Pratap Khedkar, Hybrid Soft Computing
Systems: Industrial and Commercial Applications,
Proceedings of the IEEE, Special Issue on Computational
Intelligence, Vol. 87, No. 9, pp. 1641-1667, ,
1999 PDF |
| Kai F Goebel, Alice M Agogino, Towards
Fuzzy Belief Nets, Working Notes of the 1999 AAAI
Spring Symposium: AI in Equipment Maintenace Service
& Support, Technical Report SS-99-04, AAAI
Press, Menlo Park, CA, pp. 60-67, 1999 PDF |
| Kai F Goebel, Alice M Agogino, Fuzzy
Sensor Fusion of Gas Turbine Power Plants, Proceedings
of SPIE, Sensor Fusion: Architecture, Algorithms,
and Applications III, Vol. 3719, 7-9 April ’99,
pp. 52-61, 1999 PDF |
| William E Cheetham, Case-Based Reasoning
for Color Matching. Second Int. Conf. Case-Based
Reasoning. Providence, RI., , 1997 PDF |
| Piero P Bonissone, William E Cheetham,
Financial Applications of Fuzzy Case-Based Reasoning
to Residential Property Valuation, IEEE-Fuzzy
Conference, Barcelona, Spain., , 1997 PDF |
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