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ORCIDBibTeX records: Mark J. Embrechts
@article{DBLP:journals/ijon/EmbrechtsRSL14,
author = {Mark J. Embrechts and
Fabrice Rossi and
Frank{-}Michael Schleif and
John Aldo Lee},
title = {Advances in artificial neural networks, machine learning, and computational
intelligence {(ESANN} 2013)},
journal = {Neurocomputing},
volume = {141},
pages = {1--2},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2014.03.002},
doi = {10.1016/J.NEUCOM.2014.03.002},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/EmbrechtsRSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GattiE14,
author = {Christopher J. Gatti and
Mark J. Embrechts},
title = {An application of the temporal difference algorithm to the truck backer-upper
problem},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-108.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GattiE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcpr2/SantosE14,
author = {Jorge M. Santos and
Mark J. Embrechts},
editor = {Jos{\'{e}} Francisco Mart{\'{\i}}nez Trinidad and
Jes{\'{u}}s Ariel Carrasco{-}Ochoa and
Jos{\'{e}} Arturo Olvera{-}L{\'{o}}pez and
Joaqu{\'{\i}}n Salas Rodr{\'{\i}}guez and
Ching Y. Suen},
title = {A Family of Two-Dimensional Benchmark Data Sets and Its Application
to Comparing Different Cluster Validation Indices},
booktitle = {Pattern Recognition - 6th Mexican Conference, {MCPR} 2014, Cancun,
Mexico, June 25-28, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8495},
pages = {41--50},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07491-7\_5},
doi = {10.1007/978-3-319-07491-7\_5},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcpr2/SantosE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aes/LintonJGE13,
author = {Jonathan D. Linton and
Quanhong Jiang and
Christopher J. Gatti and
Mark J. Embrechts},
title = {Discussion of Kapsiz, M., Durat, M., Ficici, F. {(2011).} Friction
and wear studies between cylinder liner and piston ring pair using
Taguchi design method. Advances in Engineering Software, 42(8), 595-603},
journal = {Adv. Eng. Softw.},
volume = {64},
pages = {71--73},
year = {2013},
url = {https://doi.org/10.1016/j.advengsoft.2013.03.003},
doi = {10.1016/J.ADVENGSOFT.2013.03.003},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aes/LintonJGE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LintonJGE13,
author = {Jonathan D. Linton and
Quanhong Jiang and
Christopher J. Gatti and
Mark J. Embrechts},
title = {Erratum to "Multi-attribute decision making for green electrical
discharge machining" [Expert Syst. Appl. 38(7) {(2011)} 8370-8374]},
journal = {Expert Syst. Appl.},
volume = {40},
number = {4},
pages = {1407},
year = {2013},
url = {https://doi.org/10.1016/j.eswa.2012.08.044},
doi = {10.1016/J.ESWA.2012.08.044},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/LintonJGE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LintonJGE13a,
author = {Jonathan D. Linton and
Quanhong Jiang and
Christopher J. Gatti and
Mark J. Embrechts},
title = {Erratum to "Taguchi-fuzzy multi output optimization {(MOO)} in
high speed {CNC} turning of {AISI} {P-20} tool steel" [Exp. Syst.
Appl. 38(6) {(2011)} 6822-6828]},
journal = {Expert Syst. Appl.},
volume = {40},
number = {4},
pages = {1408--1409},
year = {2013},
url = {https://doi.org/10.1016/j.eswa.2012.08.043},
doi = {10.1016/J.ESWA.2012.08.043},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/LintonJGE13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CortezE13,
author = {Paulo Cortez and
Mark J. Embrechts},
title = {Using sensitivity analysis and visualization techniques to open black
box data mining models},
journal = {Inf. Sci.},
volume = {225},
pages = {1--17},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2012.10.039},
doi = {10.1016/J.INS.2012.10.039},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/CortezE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EmbrechtsLS13,
author = {Mark J. Embrechts and
Jonathan D. Linton and
Jorge M. Santos},
title = {Random Brains: An ensemble method for feature selection with neural
networks},
booktitle = {21st European Symposium on Artificial Neural Networks, {ESANN} 2013,
Bruges, Belgium, April 24-26, 2013},
year = {2013},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2013-67.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EmbrechtsLS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GattiEL13,
author = {Christopher J. Gatti and
Mark J. Embrechts and
Jonathan D. Linton},
title = {An empirical analysis of reinforcement learning using design of experiments},
booktitle = {21st European Symposium on Artificial Neural Networks, {ESANN} 2013,
Bruges, Belgium, April 24-26, 2013},
year = {2013},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2013-68.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GattiEL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EmbrechtsLG12,
author = {Mark J. Embrechts and
Jonathan D. Linton and
Christopher J. Gatti},
title = {Hybrid hierarchical clustering: cluster assessment via cluster validation
indices},
booktitle = {20th European Symposium on Artificial Neural Networks, {ESANN} 2012,
Bruges, Belgium, April 25-27, 2012},
year = {2012},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2012-163.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EmbrechtsLG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/EmbrechtsGLGS12,
author = {Mark J. Embrechts and
Christopher J. Gatti and
Jonathan D. Linton and
Thiemo Gruber and
Bernhard Sick},
title = {Forecasting exchange rates with ensemble neural networks and ensemble
{K-PLS:} {A} case study for the {US} Dollar per Indian Rupee},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252739},
doi = {10.1109/IJCNN.2012.6252739},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/EmbrechtsGLGS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/CortezE11,
author = {Paulo Cortez and
Mark J. Embrechts},
title = {Opening black box Data Mining models using Sensitivity Analysis},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2011, part of the {IEEE} Symposium Series
on Computational Intelligence 2011, April 11-15, 2011, Paris, France},
pages = {341--348},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CIDM.2011.5949423},
doi = {10.1109/CIDM.2011.5949423},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidm/CortezE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GattiLE11,
author = {Christopher J. Gatti and
Jonathan D. Linton and
Mark J. Embrechts},
title = {A brief tutorial on reinforcement learning: The game of Chung Toi},
booktitle = {19th European Symposium on Artificial Neural Networks, {ESANN} 2011,
Bruges, Belgium, April 27-29, 2011, Proceedings},
year = {2011},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2011-110.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GattiLE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/GattiEL11,
author = {Christopher J. Gatti and
Mark J. Embrechts and
Jonathan D. Linton},
title = {Reinforcement learning and the effects of parameter settings in the
game of Chung Toi},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},
pages = {3530--3535},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICSMC.2011.6084216},
doi = {10.1109/ICSMC.2011.6084216},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/GattiEL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EmbrechtsHL10,
author = {Mark J. Embrechts and
Blake J. Hargis and
Jonathan D. Linton},
title = {An augmented efficient backpropagation training strategy for deep
autoassociative neural networks},
booktitle = {18th European Symposium on Artificial Neural Networks, {ESANN} 2010,
Bruges, Belgium, April 28-30, 2010, Proceedings},
year = {2010},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2010-122.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EmbrechtsHL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/EmbrechtsHL10,
author = {Mark J. Embrechts and
Blake J. Hargis and
Jonathan D. Linton},
title = {Augmented Efficient BackProp for backpropagation learning in deep
autoassociative neural networks},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--6},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596828},
doi = {10.1109/IJCNN.2010.5596828},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/EmbrechtsHL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EmbrechtsAL09,
author = {Mark J. Embrechts and
Lu{\'{\i}}s A. Alexandre and
Jonathan D. Linton},
title = {Reservoir computing for static pattern recognition},
booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
Bruges, Belgium, April 22-24, 2009, Proceedings},
year = {2009},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-135.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EmbrechtsAL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SantosE09,
author = {Jorge M. Santos and
Mark J. Embrechts},
editor = {Cesare Alippi and
Marios M. Polycarpou and
Christos G. Panayiotou and
Georgios Ellinas},
title = {On the Use of the Adjusted Rand Index as a Metric for Evaluating Supervised
Classification},
booktitle = {Artificial Neural Networks - {ICANN} 2009, 19th International Conference,
Limassol, Cyprus, September 14-17, 2009, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5769},
pages = {175--184},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04277-5\_18},
doi = {10.1007/978-3-642-04277-5\_18},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SantosE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AlexandreE09,
author = {Lu{\'{\i}}s A. Alexandre and
Mark J. Embrechts},
editor = {Cesare Alippi and
Marios M. Polycarpou and
Christos G. Panayiotou and
Georgios Ellinas},
title = {Reservoir Size, Spectral Radius and Connectivity in Static Classification
Problems},
booktitle = {Artificial Neural Networks - {ICANN} 2009, 19th International Conference,
Limassol, Cyprus, September 14-17, 2009, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5768},
pages = {1015--1024},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04274-4\_104},
doi = {10.1007/978-3-642-04274-4\_104},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/AlexandreE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AlexandreEL09,
author = {Lu{\'{\i}}s A. Alexandre and
Mark J. Embrechts and
Jonathan D. Linton},
title = {Benchmarking reservoir computing on time-independent classification
tasks},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {89--93},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178920},
doi = {10.1109/IJCNN.2009.5178920},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/AlexandreEL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/TantimongcolwatNIEP08,
author = {Tanawut Tantimongcolwat and
Thanakorn Naenna and
Chartchalerm Isarankura{-}Na{-}Ayudhya and
Mark J. Embrechts and
Virapong Prachayasittikul},
title = {Identification of ischemic heart disease via machine learning analysis
on magnetocardiograms},
journal = {Comput. Biol. Medicine},
volume = {38},
number = {7},
pages = {817--825},
year = {2008},
url = {https://doi.org/10.1016/j.compbiomed.2008.04.009},
doi = {10.1016/J.COMPBIOMED.2008.04.009},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/TantimongcolwatNIEP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/RuedaAE08,
author = {Ismael E. Arciniegas Rueda and
Fabio A. Arciniegas and
Mark J. Embrechts},
title = {Analyzing currency crises' real effects with partial least squares
sensitivity analysis},
journal = {Intell. Data Anal.},
volume = {12},
number = {1},
pages = {103--128},
year = {2008},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00318},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/RuedaAE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SilvaESS08,
author = {Lu{\'{\i}}s M. Silva and
Mark J. Embrechts and
Jorge M. Santos and
Joaquim Marques de S{\'{a}}},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {The Influence of the Risk Functional in Data Classification with MLPs},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {185--194},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_20},
doi = {10.1007/978-3-540-87536-9\_20},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SilvaESS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/EvangelistaES07,
author = {Paul F. Evangelista and
Mark J. Embrechts and
Boleslaw K. Szymanski},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Some Properties of the Gaussian Kernel for One Class Learning},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4668},
pages = {269--278},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_28},
doi = {10.1007/978-3-540-74690-4\_28},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/EvangelistaES07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/EmbrechtsLBHE07,
author = {Mark J. Embrechts and
Jonathan D. Linton and
Walter F. L. Bogaerts and
Bram Heyns and
Paul F. Evangelista},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Automated Text Categorization Based on Readability Fingerprints},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4669},
pages = {408--416},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74695-9\_42},
doi = {10.1007/978-3-540-74695-9\_42},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/EmbrechtsLBHE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HuangESB07,
author = {Changjian Huang and
Mark J. Embrechts and
Nagamani Sukumar and
Curt M. Breneman},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Data Fusion and Auto-fusion for Quantitative Structure-Activity Relationship
{(QSAR)}},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4668},
pages = {628--637},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_64},
doi = {10.1007/978-3-540-74690-4\_64},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HuangESB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/EklundEG06,
author = {Neil H. W. Eklund and
Mark J. Embrechts and
Marc Goetschalckx},
title = {Efficient chromosome encoding and problem-specific mutation methods
for the flexible bay facility layout problem},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {36},
number = {4},
pages = {495--502},
year = {2006},
url = {https://doi.org/10.1109/TSMCC.2006.875412},
doi = {10.1109/TSMCC.2006.875412},
timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/EklundEG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HanESSR06,
author = {Long Han and
Mark J. Embrechts and
Boleslaw K. Szymanski and
Karsten Sternickel and
Alexander Ross},
title = {Random Forests Feature Selection with {K-PLS:} Detecting Ischemia
from Magnetocardiograms},
booktitle = {14th European Symposium on Artificial Neural Networks, {ESANN} 2006,
Bruges, Belgium, April 26-28, 2006, Proceedings},
pages = {221--226},
year = {2006},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2006-130.pdf},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/HanESSR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/EvangelistaES06,
author = {Paul F. Evangelista and
Mark J. Embrechts and
Boleslaw K. Szymanski},
title = {Data Fusion for Outlier Detection through Pseudo-ROC Curves and Rank
Distributions},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {2166--2173},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246989},
doi = {10.1109/IJCNN.2006.246989},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/EvangelistaES06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HanECZ06,
author = {Long Han and
Mark J. Embrechts and
Yunqing Chen and
Xicheng Zhang},
title = {Kernel Partial Least Squares for the Identification of Mixture Content
from TeraHertz Spectra},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {3181--3187},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247302},
doi = {10.1109/IJCNN.2006.247302},
timestamp = {Fri, 17 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HanECZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/EmbrechtsBK06,
author = {Mark J. Embrechts and
Robert A. Bress and
Robert H. Kewley},
editor = {Isabelle Guyon and
Masoud Nikravesh and
Steve R. Gunn and
Lotfi A. Zadeh},
title = {Feature Selection via Sensitivity Analysis with Direct Kernel {PLS}},
booktitle = {Feature Extraction - Foundations and Applications},
series = {Studies in Fuzziness and Soft Computing},
volume = {207},
pages = {447--462},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-35488-8\_22},
doi = {10.1007/978-3-540-35488-8\_22},
timestamp = {Fri, 26 Jul 2019 12:50:23 +0200},
biburl = {https://dblp.org/rec/books/sp/06/EmbrechtsBK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/LandEASWFC05,
author = {Walker H. Land Jr. and
Mark J. Embrechts and
Frances R. Anderson and
Tom Smith and
Lut Wong and
Stephen Fahlbusch and
Robert Choma},
editor = {Belur V. Dasarathy},
title = {Integrating knowledge representation/engineering, the multivariant
PNN, and machine learning to improve breast cancer diagnosis},
booktitle = {Data Mining, Intrusion Detection, Information Assurance, and Data
Networks Security 2005, Orlando, Florida, USA, March 28-29, 2005},
series = {{SPIE} Proceedings},
volume = {5812},
pages = {226--231},
publisher = {{SPIE}},
year = {2005},
url = {https://doi.org/10.1117/12.604575},
doi = {10.1117/12.604575},
timestamp = {Tue, 22 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dmkdttt/LandEASWFC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EvangelistaBES05,
author = {Paul F. Evangelista and
Piero P. Bonissone and
Mark J. Embrechts and
Boleslaw K. Szymanski},
title = {unsupervised fuzzy ensembles and their use in intrusion detection},
booktitle = {13th European Symposium on Artificial Neural Networks, {ESANN} 2005,
Bruges, Belgium, April 27-29, 2005, Proceedings},
pages = {345--350},
year = {2005},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2005-145.pdf},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/EvangelistaBES05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/LandHESCW05,
author = {Walker H. Land and
John J. Heine and
Mark J. Embrechts and
Tom Smith and
Robert Choma and
Lut Wong},
editor = {J. Michael Fitzpatrick and
Joseph M. Reinhardt},
title = {New approach to breast cancer {CAD} using partial least squares and
kernel-partial least squares},
booktitle = {Medical Imaging 2005: Image Processing, San Diego, California, United
States, 12-17 February 2005},
series = {{SPIE} Proceedings},
volume = {5747},
publisher = {{SPIE}},
year = {2005},
url = {https://doi.org/10.1117/12.593112},
doi = {10.1117/12.593112},
timestamp = {Tue, 22 May 2018 12:24:40 +0200},
biburl = {https://dblp.org/rec/conf/miip/LandHESCW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/SadikLWUEWLV04,
author = {Omowunmi Sadik and
Walker H. Land Jr. and
Adam K. Wanekaya and
Michiko Uematsu and
Mark J. Embrechts and
Lut Wong and
Dale Leibensperger and
Alex Volykin},
title = {Detection and Classification of Organophosphate Nerve Agent Simulants
Using Support Vector Machines with Multiarray Sensors},
journal = {J. Chem. Inf. Model.},
volume = {44},
number = {2},
pages = {499--507},
year = {2004},
url = {https://doi.org/10.1021/ci034220i},
doi = {10.1021/CI034220I},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/SadikLWUEWLV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/DengBE04,
author = {Wei Deng and
Curt M. Breneman and
Mark J. Embrechts},
title = {Predicting Protein-Ligand Binding Affinities Using Novel Geometrical
Descriptors and Machine-Learning Methods},
journal = {J. Chem. Inf. Model.},
volume = {44},
number = {2},
pages = {699--703},
year = {2004},
url = {https://doi.org/10.1021/ci034246\%2B},
doi = {10.1021/CI034246\%2B},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/DengBE04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/EmbrechtsB04,
author = {Mark J. Embrechts and
S{\'{a}}ndor Benedek},
title = {Hybrid identification of nuclear power plant transients with artificial
neural networks},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {51},
number = {3},
pages = {686--693},
year = {2004},
url = {https://doi.org/10.1109/TIE.2004.824874},
doi = {10.1109/TIE.2004.824874},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tie/EmbrechtsB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/RuedaAE04,
author = {Ismael E. Arciniegas Rueda and
Fabio A. Arciniegas and
Mark J. Embrechts},
title = {{SVM} sensitivity analysis: an application to currency crises aftermaths},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {34},
number = {3},
pages = {387--398},
year = {2004},
url = {https://doi.org/10.1109/TSMCA.2004.824850},
doi = {10.1109/TSMCA.2004.824850},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/RuedaAE04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/LandWMESA04,
author = {Walker H. Land Jr. and
Lut Wong and
Daniel W. McKee and
Mark J. Embrechts and
Rizly Salih and
Frances R. Anderson},
title = {Applying Support Vector Machines to Breast Cancer Diagnosis using
Screen Film Mammogram Data},
booktitle = {17th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} 2004),
24-25 June 2004, Bethesda, MD, {USA}},
pages = {224},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CBMS.2004.1311719},
doi = {10.1109/CBMS.2004.1311719},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/LandWMESA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softco/EvangelistaES04,
author = {Paul F. Evangelista and
Mark J. Embrechts and
Boleslaw K. Szymanski},
editor = {Ajith Abraham and
Bernard De Baets and
Mario K{\"{o}}ppen and
Bertram Nickolay},
title = {Taming the Curse of Dimensionality in Kernels and Novelty Detection},
booktitle = {Applied Soft Computing Technologies: The Challenge of Complexity,
Proceedings of the 9th Online World Conference on Soft Computing in
Industrial Applications (WSC9), September 20th - October 8th, 2004,
held on the World Wide Web},
series = {Advances in Soft Computing},
volume = {34},
pages = {425--438},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/3-540-31662-0\_33},
doi = {10.1007/3-540-31662-0\_33},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softco/EvangelistaES04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/wi/04/EmbrechtsSS04,
author = {Mark J. Embrechts and
Boleslaw K. Szymanski and
Karsten Sternickel},
editor = {Seppo J. Ovaska},
title = {Introduction to Scientific Data Mining: Direct Kernel Methods and
Applications},
booktitle = {Computationally Intelligent Hybrid Systems},
pages = {317--362},
publisher = {Wiley},
year = {2004},
url = {https://doi.org/10.1002/9780471683407.ch10},
doi = {10.1002/9780471683407.CH10},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/wi/04/EmbrechtsSS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcamd/BrenemanSSSKE03,
author = {Curt M. Breneman and
C. Matthew Sundling and
Nagamani Sukumar and
Lingling Shen and
William P. Katt and
Mark J. Embrechts},
title = {New developments in {PEST} shape/property hybrid descriptors},
journal = {J. Comput. Aided Mol. Des.},
volume = {17},
number = {2-4},
pages = {231--240},
year = {2003},
url = {https://doi.org/10.1023/A:1025334310107},
doi = {10.1023/A:1025334310107},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcamd/BrenemanSSSKE03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BiBEBS03,
author = {Jinbo Bi and
Kristin P. Bennett and
Mark J. Embrechts and
Curt M. Breneman and
Minghu Song},
title = {Dimensionality Reduction via Sparse Support Vector Machines},
journal = {J. Mach. Learn. Res.},
volume = {3},
pages = {1229--1243},
year = {2003},
url = {http://jmlr.org/papers/v3/bi03a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BiBEBS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/EmbrechtsSSNB03,
author = {Mark J. Embrechts and
Boleslaw K. Szymanski and
Karsten Sternickel and
Thanakorn Naenna and
Ramathilagam Bragaspathi},
title = {Use of machine learning for classification of magnetocardiograms},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: Washington, D.C., USA, 5-8 October 2003},
pages = {1400--1405},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICSMC.2003.1244608},
doi = {10.1109/ICSMC.2003.1244608},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/EmbrechtsSSNB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/LandLWSWUE03,
author = {Walker H. Land Jr. and
Dale Leibensperger and
Lut Wong and
Omowunmi Sadik and
A. Wanekeyab and
Michiko Uematsu and
Mark J. Embrechts},
title = {New results using multi array sensors and support vector machines
for the detection and classification of organophosphate nerve agents},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: Washington, D.C., USA, 5-8 October 2003},
pages = {2883--2888},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICSMC.2003.1244329},
doi = {10.1109/ICSMC.2003.1244329},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/LandLWSWUE03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/KewleyE02,
author = {Robert H. Kewley and
Mark J. Embrechts},
title = {Computational military tactical planning system},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {32},
number = {2},
pages = {161--171},
year = {2002},
url = {https://doi.org/10.1109/TSMCC.2002.801352},
doi = {10.1109/TSMCC.2002.801352},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/KewleyE02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BennettME02,
author = {Kristin P. Bennett and
Michinari Momma and
Mark J. Embrechts},
title = {{MARK:} a boosting algorithm for heterogeneous kernel models},
booktitle = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
pages = {24--31},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/775047.775051},
doi = {10.1145/775047.775051},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BennettME02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/EklundE01,
author = {Neil H. W. Eklund and
Mark J. Embrechts},
editor = {Eckart Zitzler and
Kalyanmoy Deb and
Lothar Thiele and
Carlos A. Coello Coello and
David Corne},
title = {Determining the Color-Efficiency Pareto Optimal Surface for Filtered
Light Sources},
booktitle = {Evolutionary Multi-Criterion Optimization, First International Conference,
{EMO} 2001, Zurich, Switzerland, March 7-9, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1993},
pages = {603--611},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44719-9\_42},
doi = {10.1007/3-540-44719-9\_42},
timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emo/EklundE01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/Embrechts01,
author = {Mark J. Embrechts},
title = {Computational intelligence for data mining},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: "e-Systems and e-Man for Cybernetics in Cyberspace",
Tucson, Arizona, USA, 7-10 October 2001},
pages = {1484},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICSMC.2001.973492},
doi = {10.1109/ICSMC.2001.973492},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/Embrechts01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsom/RuedaDE01,
author = {Ismael E. Arciniegas Rueda and
Betty Daniel and
Mark J. Embrechts},
editor = {Nigel M. Allinson and
Hujun Yin and
Lesley Allinson and
Jon M. Slack},
title = {Exploring Financial Crises Data with Self-Organizing Maps {(SOM)}},
booktitle = {Advances in Self-Organising Maps, {WSOM} 2001, Lincoln, UK, 13-15
June, 2011},
pages = {39--46},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/978-1-4471-0715-6\_6},
doi = {10.1007/978-1-4471-0715-6\_6},
timestamp = {Mon, 16 Sep 2019 15:24:26 +0200},
biburl = {https://dblp.org/rec/conf/wsom/RuedaDE01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KewleyEB00,
author = {Robert H. Kewley and
Mark J. Embrechts and
Curt M. Breneman},
title = {Data strip mining for the virtual design of pharmaceuticals with neural
networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {11},
number = {3},
pages = {668--679},
year = {2000},
url = {https://doi.org/10.1109/72.846738},
doi = {10.1109/72.846738},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/KewleyEB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ArciniegasE00,
author = {Fabio A. Arciniegas and
Mark J. Embrechts},
title = {Phoneme Recognition with Staged Neural Networks},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 5},
pages = {259--264},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861467},
doi = {10.1109/IJCNN.2000.861467},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ArciniegasE00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/EmbrechtsDR00,
author = {Mark J. Embrechts and
Dirk Devogelaere and
Marcel Rijckaert},
title = {Supervised Scaled Regression Clustering: An Alternative to Neural
Networks},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 6},
pages = {571--576},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.859456},
doi = {10.1109/IJCNN.2000.859456},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/EmbrechtsDR00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/EmbrechtsA00,
author = {Mark J. Embrechts and
Fabio A. Arciniegas},
title = {Neural networks for text-to-speech phoneme recognition},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: "Cybernetics Evolving to Systems, Humans, Organizations,
and their Complex Interactions", Sheraton Music City Hotel, Nashville,
Tennessee, USA, 8-11 October 2000},
pages = {3582--3587},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ICSMC.2000.886565},
doi = {10.1109/ICSMC.2000.886565},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/EmbrechtsA00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/KewleyE98,
author = {Robert H. Kewley and
Mark J. Embrechts},
title = {Fuzzy-genetic decision optimization for positioning of military combat
units},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, {SMC} 1998, Hyatt Regency La Jolla, San Diego, California,
USA, October 11-14,1998},
pages = {3658--3663},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/ICSMC.1998.726634},
doi = {10.1109/ICSMC.1998.726634},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/KewleyE98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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