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ORCIDBibTeX records: Krzysztof J. Cios
@article{DBLP:journals/make/CachiVC23,
author = {Paolo Gabriel Cachi and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {Improving Spiking Neural Network Performance with Auxiliary Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {1010--1022},
year = {2023},
url = {https://doi.org/10.3390/make5030052},
doi = {10.3390/MAKE5030052},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/CachiVC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/CachiSC23,
author = {Paolo Gabriel Cachi and
Sebasti{\'{a}}n Ventura Soto and
Krzysztof J. Cios},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {{TM-SNN:} Threshold Modulated Spiking Neural Network for Multi-task
Learning},
booktitle = {Advances in Computational Intelligence - 17th International Work-Conference
on Artificial Neural Networks, {IWANN} 2023, Ponta Delgada, Portugal,
June 19-21, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14135},
pages = {653--663},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43078-7\_53},
doi = {10.1007/978-3-031-43078-7\_53},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/CachiSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icecsys/CachiJVCC22,
author = {Paolo Gabriel Cachi and
Soumil Jain and
Sebasti{\'{a}}n Ventura and
Gert Cauwenberghs and
Krzysztof J. Cios},
title = {Reproducing Aplysia {R-15} Bursting Neurodynamics on a Neuromorphic
Microchip},
booktitle = {29th {IEEE} International Conference on Electronics, Circuits and
Systems, {ICECS} 2022, Glasgow, United Kingdom, October 24-26, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICECS202256217.2022.9970967},
doi = {10.1109/ICECS202256217.2022.9970967},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icecsys/CachiJVCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01522,
author = {Paolo Gabriel Cachi and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {{MT-SNN:} Spiking Neural Network that Enables Single-Tasking of Multiple
Tasks},
journal = {CoRR},
volume = {abs/2208.01522},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01522},
doi = {10.48550/ARXIV.2208.01522},
eprinttype = {arXiv},
eprint = {2208.01522},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/CachiVC21,
author = {Paolo Gabriel Cachi and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {{CRBA:} {A} Competitive Rate-Based Algorithm Based on Competitive
Spiking Neural Networks},
journal = {Frontiers Comput. Neurosci.},
volume = {15},
pages = {627567},
year = {2021},
url = {https://doi.org/10.3389/fncom.2021.627567},
doi = {10.3389/FNCOM.2021.627567},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/CachiVC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MoyanoGCV20,
author = {Jose M. Moyano and
Eva Gibaja and
Krzysztof J. Cios and
Sebasti{\'{a}}n Ventura},
title = {Combining multi-label classifiers based on projections of the output
space using Evolutionary algorithms},
journal = {Knowl. Based Syst.},
volume = {196},
pages = {105770},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.105770},
doi = {10.1016/J.KNOSYS.2020.105770},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/MoyanoGCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MoyanoGCV20,
author = {Jose M. Moyano and
Eva Lucrecia Gibaja Galindo and
Krzysztof J. Cios and
Sebasti{\'{a}}n Ventura},
title = {Tree-Shaped Ensemble of Multi-Label Classifiers using Grammar-Guided
Genetic Programming},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185661},
doi = {10.1109/CEC48606.2020.9185661},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/MoyanoGCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/MoyanoGCV20,
author = {Jose M. Moyano and
Eva L. Gibaja and
Krzysztof J. Cios and
Sebasti{\'{a}}n Ventura},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Generating Ensembles of Multi-Label Classifiers Using Cooperative
Coevolutionary Algorithms},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1379--1386},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200242},
doi = {10.3233/FAIA200242},
timestamp = {Fri, 09 Apr 2021 18:50:05 +0200},
biburl = {https://dblp.org/rec/conf/ecai/MoyanoGCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/CachiVC20,
author = {Paolo Gabriel Cachi and
Sebasti{\'{a}}n Ventura and
Krzysztof Jozef Cios},
editor = {Marie{-}Jeanne Lesot and
Susana M. Vieira and
Marek Z. Reformat and
Jo{\~{a}}o Paulo Carvalho and
Anna Wilbik and
Bernadette Bouchon{-}Meunier and
Ronald R. Yager},
title = {Fast Convergence of Competitive Spiking Neural Networks with Sample-Based
Weight Initialization},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems - 18th International Conference, {IPMU} 2020, Lisbon, Portugal,
June 15-19, 2020, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1239},
pages = {773--786},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-50153-2\_57},
doi = {10.1007/978-3-030-50153-2\_57},
timestamp = {Tue, 29 Dec 2020 18:36:32 +0100},
biburl = {https://dblp.org/rec/conf/ipmu/CachiVC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/MoyanoGCV19,
author = {Jose M. Moyano and
Eva Lucrecia Gibaja Galindo and
Krzysztof J. Cios and
Sebasti{\'{a}}n Ventura},
title = {An evolutionary approach to build ensembles of multi-label classifiers},
journal = {Inf. Fusion},
volume = {50},
pages = {168--180},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2018.11.013},
doi = {10.1016/J.INFFUS.2018.11.013},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/MoyanoGCV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09203,
author = {Krzysztof J. Cios and
Bartosz Krawczyk and
Jacquelyne Cios and
Kevin J. Staley},
title = {Uniqueness of Medical Data Mining: How the new technologies and data
they generate are transforming medicine},
journal = {CoRR},
volume = {abs/1905.09203},
year = {2019},
url = {http://arxiv.org/abs/1905.09203},
eprinttype = {arXiv},
eprint = {1905.09203},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-09203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/MoyanoGCV18,
author = {Jose M. Moyano and
Eva Lucrecia Gibaja Galindo and
Krzysztof J. Cios and
Sebasti{\'{a}}n Ventura},
title = {Review of ensembles of multi-label classifiers: Models, experimental
study and prospects},
journal = {Inf. Fusion},
volume = {44},
pages = {33--45},
year = {2018},
url = {https://doi.org/10.1016/j.inffus.2017.12.001},
doi = {10.1016/J.INFFUS.2017.12.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/MoyanoGCV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/BryantC18,
author = {Avory Bryant and
Krzysztof J. Cios},
title = {{RNN-DBSCAN:} {A} Density-Based Clustering Algorithm Using Reverse
Nearest Neighbor Density Estimates},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {6},
pages = {1109--1121},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2017.2787640},
doi = {10.1109/TKDE.2017.2787640},
timestamp = {Fri, 11 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/BryantC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Cios18,
author = {Krzysztof J. Cios},
editor = {Adam E. Gaweda and
Janusz Kacprzyk and
Leszek Rutkowski and
Gary G. Yen},
title = {Deep Neural Networks - {A} Brief History},
booktitle = {Advances in Data Analysis with Computational Intelligence Methods
- Dedicated to Professor Jacek {\.{Z}}urada},
series = {Studies in Computational Intelligence},
volume = {738},
pages = {183--200},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-67946-4\_7},
doi = {10.1007/978-3-319-67946-4\_7},
timestamp = {Thu, 14 Oct 2021 10:33:18 +0200},
biburl = {https://dblp.org/rec/conf/birthday/Cios18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/CanoVC17,
author = {Alberto Cano and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {Multi-objective genetic programming for feature extraction and data
visualization},
journal = {Soft Comput.},
volume = {21},
number = {8},
pages = {2069--2089},
year = {2017},
url = {https://doi.org/10.1007/s00500-015-1907-y},
doi = {10.1007/S00500-015-1907-Y},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/CanoVC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Cios17,
author = {Krzysztof J. Cios},
title = {Deep Neural Networks - {A} Brief History},
journal = {CoRR},
volume = {abs/1701.05549},
year = {2017},
url = {http://arxiv.org/abs/1701.05549},
eprinttype = {arXiv},
eprint = {1701.05549},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Cios17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/0001NVC16,
author = {Alberto Cano and
Dat T. Nguyen and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {ur-CAIM: improved {CAIM} discretization for unbalanced and balanced
data},
journal = {Soft Comput.},
volume = {20},
number = {1},
pages = {173--188},
year = {2016},
url = {https://doi.org/10.1007/s00500-014-1488-1},
doi = {10.1007/S00500-014-1488-1},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/0001NVC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/NguyenC15,
author = {Dat T. Nguyen and
Krzysztof J. Cios},
title = {Rule-based OneClass-DS learning algorithm},
journal = {Appl. Soft Comput.},
volume = {35},
pages = {267--279},
year = {2015},
url = {https://doi.org/10.1016/j.asoc.2015.05.043},
doi = {10.1016/J.ASOC.2015.05.043},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/NguyenC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/ZubairC15,
author = {Sahil Zubair and
Krzysztof J. Cios},
editor = {Tung X. Bui and
Ralph H. Sprague Jr.},
title = {Extracting News Sentiment and Establishing Its Relationship with the
S{\&}P 500 Index},
booktitle = {48th Hawaii International Conference on System Sciences, {HICSS} 2015,
Kauai, Hawaii, USA, January 5-8, 2015},
pages = {969--975},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/HICSS.2015.120},
doi = {10.1109/HICSS.2015.120},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/ZubairC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/HigueraGC15,
author = {Clara Higuera and
Katheleen J. Gardiner and
Krzysztof J. Cios},
title = {Mice Protein Expression},
publisher = {{UCI} Machine Learning Repository},
year = {2015},
month = aug,
howpublished = {\url{https://doi.org/10.24432/C50S3Z}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.24432/C50S3Z},
doi = {10.24432/C50S3Z},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/HigueraGC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/StrackJC14,
author = {Beata Strack and
Kimberle M. Jacobs and
Krzysztof J. Cios},
title = {Simulating Vertical and Horizontal Inhibition with Short-Term Dynamics
in a Multi-column Multi-Layer Model of neocortex},
journal = {Int. J. Neural Syst.},
volume = {24},
number = {5},
year = {2014},
url = {https://doi.org/10.1142/S0129065714400024},
doi = {10.1142/S0129065714400024},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/StrackJC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/0001VC14,
author = {Alberto Cano and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {Scalable {CAIM} discretization on multiple GPUs using concurrent kernels},
journal = {J. Supercomput.},
volume = {69},
number = {1},
pages = {273--292},
year = {2014},
url = {https://doi.org/10.1007/s11227-014-1151-8},
doi = {10.1007/S11227-014-1151-8},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/0001VC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/CloreCDS14,
author = {John Clore and
Krzysztof J. Cios and
Jon DeShazo and
Beata Strack},
title = {Diabetes 130-US hospitals for years 1999-2008},
publisher = {{UCI} Machine Learning Repository},
year = {2014},
month = may,
howpublished = {\url{https://doi.org/10.24432/C5230J}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.24432/C5230J},
doi = {10.24432/C5230J},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/CloreCDS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/NguyenNHKC13,
author = {Dat T. Nguyen and
Cao D. Nguyen and
Rosalyn Hobson Hargraves and
Lukasz A. Kurgan and
Krzysztof J. Cios},
title = {mi-DS: Multiple-Instance Learning Algorithm},
journal = {{IEEE} Trans. Cybern.},
volume = {43},
number = {1},
pages = {143--154},
year = {2013},
url = {https://doi.org/10.1109/TSMCB.2012.2201468},
doi = {10.1109/TSMCB.2012.2201468},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/NguyenNHKC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/NguyenGC11,
author = {Cao D. Nguyen and
Katheleen J. Gardiner and
Krzysztof J. Cios},
title = {Protein annotation from protein interaction networks and Gene Ontology},
journal = {J. Biomed. Informatics},
volume = {44},
number = {5},
pages = {824--829},
year = {2011},
url = {https://doi.org/10.1016/j.jbi.2011.04.010},
doi = {10.1016/J.JBI.2011.04.010},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/NguyenGC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/LimKC11,
author = {Hun Ki Lim and
Leslie P. Keniston and
Krzysztof J. Cios},
title = {Modeling of Multisensory Convergence with a Network of Spiking Neurons:
{A} Reverse Engineering Approach},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {58},
number = {7},
pages = {1940--1949},
year = {2011},
url = {https://doi.org/10.1109/TBME.2011.2125962},
doi = {10.1109/TBME.2011.2125962},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/LimKC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/NguyenDC11,
author = {Dat T. Nguyen and
Witold Dzwinel and
Krzysztof J. Cios},
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {Visualization of highly-dimensional data in 3D space},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {225--230},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121659},
doi = {10.1109/ISDA.2011.6121659},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/isda/NguyenDC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/isda/2011,
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/xpl/conhome/6112291/proceeding},
isbn = {978-1-4577-1676-8},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ShinSSSRMKC10,
author = {Joo Heon Shin and
Dave Smith and
Waldemar Swiercz and
Kevin Staley and
John T. Rickard and
Javier Montero and
Lukasz A. Kurgan and
Krzysztof J. Cios},
title = {Recognition of Partially Occluded and Rotated Images With a Network
of Spiking Neurons},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {11},
pages = {1697--1709},
year = {2010},
url = {https://doi.org/10.1109/TNN.2010.2050600},
doi = {10.1109/TNN.2010.2050600},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ShinSSSRMKC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LimKSNMC10,
author = {Hun Ki Lim and
Leslie P. Keniston and
Joo Heon Shin and
Cao D. Nguyen and
M. Alex Meredith and
Krzysztof J. Cios},
title = {A Neuronal Multisensory Processing Simulator},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--7},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596777},
doi = {10.1109/IJCNN.2010.5596777},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LimKSNMC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LovelaceRC10,
author = {Jeffrey J. Lovelace and
John T. Rickard and
Krzysztof J. Cios},
title = {A spiking neural network alternative for the analog to digital converter},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596909},
doi = {10.1109/IJCNN.2010.5596909},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LovelaceRC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/NguyenNCGC10,
author = {Cao D. Nguyen and
Dat T. Nguyen and
Krzysztof J. Cios and
Katheleen J. Gardiner and
Alberto C. Costa},
title = {miDivCon: Framework and method for Multiple Instance Learning},
booktitle = {10th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2010, November 29 - December 1, 2010, Cairo, Egypt},
pages = {495--500},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISDA.2010.5687217},
doi = {10.1109/ISDA.2010.5687217},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/isda/NguyenNCGC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/CiosK10,
author = {Krzysztof J. Cios and
Lukasz A. Kurgan},
editor = {Jacek Koronacki and
Zbigniew W. Ras and
Slawomir T. Wierzchon and
Janusz Kacprzyk},
title = {Machine Learning Algorithms Inspired by the Work of Ryszard Spencer
Michalski},
booktitle = {Advances in Machine Learning {I:} Dedicated to the Memory of Professor
Ryszard S. Michalski},
series = {Studies in Computational Intelligence},
volume = {262},
pages = {49--74},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-05177-7\_3},
doi = {10.1007/978-3-642-05177-7\_3},
timestamp = {Sat, 19 Oct 2019 19:02:31 +0200},
biburl = {https://dblp.org/rec/series/sci/CiosK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/ShinSSDWSC09,
author = {Joo Heon Shin and
Dave Smith and
Roman W. Swiniarski and
F. Edward Dudek and
Andrew White and
Kevin Staley and
Krzysztof J. Cios},
editor = {Carlo Combi and
Yuval Shahar and
Ameen Abu{-}Hanna},
title = {Analysis of {EEG} Epileptic Signals with Rough Sets and Support Vector
Machines},
booktitle = {Artificial Intelligence in Medicine, 12th Conference on Artificial
Intelligence in Medicine, {AIME} 2009, Verona, Italy, July 18-22,
2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5651},
pages = {325--334},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02976-9\_45},
doi = {10.1007/978-3-642-02976-9\_45},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/aime/ShinSSDWSC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/ThaicharoenAGC09,
author = {Supphachai Thaicharoen and
Tom Altman and
Katheleen J. Gardiner and
Krzysztof J. Cios},
title = {Discovering relational knowledge from two disjoint sets of literatures
using inductive Logic Programming},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2009, part of the {IEEE} Symposium Series
on Computational Intelligence 2009, Nashville, TN, USA, March 30,
2009 - April 2, 2009},
pages = {283--290},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CIDM.2009.4938661},
doi = {10.1109/CIDM.2009.4938661},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/cidm/ThaicharoenAGC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/GehrkeSKARKC08,
author = {Allison Gehrke and
Shaojun Sun and
Lukasz A. Kurgan and
Natalie Ahn and
Katheryn Resing and
Karen Kafadar and
Krzysztof J. Cios},
title = {Improved machine learning method for analysis of gas phase chemistry
of peptides},
journal = {{BMC} Bioinform.},
volume = {9},
year = {2008},
url = {https://doi.org/10.1186/1471-2105-9-515},
doi = {10.1186/1471-2105-9-515},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/GehrkeSKARKC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/KurganCC08,
author = {Lukasz A. Kurgan and
Krzysztof J. Cios and
Ke Chen},
title = {{SCPRED:} Accurate prediction of protein structural class for sequences
of twilight-zone similarity with predicting sequences},
journal = {{BMC} Bioinform.},
volume = {9},
year = {2008},
url = {https://doi.org/10.1186/1471-2105-9-226},
doi = {10.1186/1471-2105-9-226},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/KurganCC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YenC08,
author = {Chia{-}Yu Yen and
Krzysztof J. Cios},
title = {Image recognition system based on novel measures of image similarity
and cluster validity},
journal = {Neurocomputing},
volume = {72},
number = {1-3},
pages = {401--412},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2007.12.018},
doi = {10.1016/J.NEUCOM.2007.12.018},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YenC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/NguyenC08,
author = {Cao D. Nguyen and
Krzysztof J. Cios},
title = {{GAKREM:} {A} novel hybrid clustering algorithm},
journal = {Inf. Sci.},
volume = {178},
number = {22},
pages = {4205--4227},
year = {2008},
url = {https://doi.org/10.1016/j.ins.2008.07.016},
doi = {10.1016/J.INS.2008.07.016},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/NguyenC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/NguyenMGC08,
author = {Cao D. Nguyen and
Michael Mannino and
Katheleen J. Gardiner and
Krzysztof J. Cios},
title = {CLusFCM: an Algorithm for Predicting protein Functions Using homologies
and protein Interactions},
journal = {J. Bioinform. Comput. Biol.},
volume = {6},
number = {1},
pages = {203--222},
year = {2008},
url = {https://doi.org/10.1142/S0219720008003333},
doi = {10.1142/S0219720008003333},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcb/NguyenMGC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LovelaceC08,
author = {Jeffrey J. Lovelace and
Krzysztof J. Cios},
title = {A Very Simple Spiking Neuron Model That Allows for Modeling of Large,
Complex Systems},
journal = {Neural Comput.},
volume = {20},
number = {1},
pages = {65--90},
year = {2008},
url = {https://doi.org/10.1162/neco.2008.20.1.65},
doi = {10.1162/NECO.2008.20.1.65},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LovelaceC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/ThaicharoenAC08,
author = {Supphachai Thaicharoen and
Tom Altman and
Krzysztof J. Cios},
editor = {John F. Roddick and
Jiuyong Li and
Peter Christen and
Paul J. Kennedy},
title = {Structure-Based Document Model with Discrete Wavelet Transforms and
Its Application to Document Classification},
booktitle = {Data Mining and Analytics 2008, Proceedings of the Seventh Australasian
Data Mining Conference (AusDM 2008). Glenelg/Adelaide, SA, Australia,
27-28 November 2008, Proceedings},
series = {{CRPIT}},
volume = {87},
pages = {209--217},
publisher = {Australian Computer Society},
year = {2008},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV87Thaicharoen.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/ThaicharoenAC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/NguyenGNC08,
author = {Cao D. Nguyen and
Katheleen J. Gardiner and
Duong Nguyen and
Krzysztof J. Cios},
editor = {Tu Bao Ho and
Zhi{-}Hua Zhou},
title = {Prediction of Protein Functions from Protein Interaction Networks:
{A} Na{\"{\i}}ve Bayes Approach},
booktitle = {{PRICAI} 2008: Trends in Artificial Intelligence, 10th Pacific Rim
International Conference on Artificial Intelligence, Hanoi, Vietnam,
December 15-19, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5351},
pages = {788--798},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89197-0\_73},
doi = {10.1007/978-3-540-89197-0\_73},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/pricai/NguyenGNC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbra/TripetJBNHC07,
author = {Brian Tripet and
Megha Renuka Jayadev and
Don Blow and
Cao D. Nguyen and
Robert S. Hodges and
Krzysztof J. Cios},
title = {Proteomic data mining using predicted peptide chromatographic retention
times},
journal = {Int. J. Bioinform. Res. Appl.},
volume = {3},
number = {4},
pages = {431--445},
year = {2007},
url = {https://doi.org/10.1504/IJBRA.2007.015412},
doi = {10.1504/IJBRA.2007.015412},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbra/TripetJBNHC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/NguyenGC07,
author = {Cao D. Nguyen and
Katheleen J. Gardiner and
Krzysztof J. Cios},
title = {A Hidden Markov Model for Predicting protein Interfaces},
journal = {J. Bioinform. Comput. Biol.},
volume = {5},
number = {3},
pages = {739--753},
year = {2007},
url = {https://doi.org/10.1142/S0219720007002722},
doi = {10.1142/S0219720007002722},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcb/NguyenGC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbra/SiebertCN06,
author = {Janet Siebert and
Krzysztof J. Cios and
M. Karen Newell},
title = {A rich analytical environment for flow cytometry experimental results},
journal = {Int. J. Bioinform. Res. Appl.},
volume = {2},
number = {1},
pages = {52--62},
year = {2006},
url = {https://doi.org/10.1504/IJBRA.2006.009193},
doi = {10.1504/IJBRA.2006.009193},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbra/SiebertCN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SwierczCSKAS06,
author = {Waldemar Swiercz and
Krzysztof J. Cios and
Kevin Staley and
Lukasz A. Kurgan and
Frank Accurso and
Scott Sagel},
title = {A new synaptic plasticity rule for networks of spiking neurons},
journal = {{IEEE} Trans. Neural Networks},
volume = {17},
number = {1},
pages = {94--105},
year = {2006},
url = {https://doi.org/10.1109/TNN.2005.860834},
doi = {10.1109/TNN.2005.860834},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SwierczCSKAS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/KurganCD06,
author = {Lukasz A. Kurgan and
Krzysztof J. Cios and
Scott Dick},
title = {Highly scalable and robust rule learner: performance evaluation and
comparison},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {36},
number = {1},
pages = {32--53},
year = {2006},
url = {https://doi.org/10.1109/TSMCB.2005.852983},
doi = {10.1109/TSMCB.2005.852983},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/KurganCD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/CiosMNT05,
author = {Krzysztof J. Cios and
Hiroshi Mamitsuka and
Tomomasa Nagashima and
Ryszard Tadeusiewicz},
title = {Computational intelligence in solving bioinformatics problems},
journal = {Artif. Intell. Medicine},
volume = {35},
number = {1-2},
pages = {1--8},
year = {2005},
url = {https://doi.org/10.1016/j.artmed.2005.07.001},
doi = {10.1016/J.ARTMED.2005.07.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/CiosMNT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/RuanWYKC05,
author = {Jishou Ruan and
Kui Wang and
Jie Yang and
Lukasz A. Kurgan and
Krzysztof J. Cios},
title = {Highly accurate and consistent method for prediction of helix and
strand content from primary protein sequences},
journal = {Artif. Intell. Medicine},
volume = {35},
number = {1-2},
pages = {19--35},
year = {2005},
url = {https://doi.org/10.1016/j.artmed.2005.02.006},
doi = {10.1016/J.ARTMED.2005.02.006},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/RuanWYKC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/DvorkinFC05,
author = {Daniel Dvorkin and
Valerie Fadok and
Krzysztof J. Cios},
title = {SiMCAL 1 algorithm for analysis of gene expression data related to
the phosphatidylserine receptor},
journal = {Artif. Intell. Medicine},
volume = {35},
number = {1-2},
pages = {49--60},
year = {2005},
url = {https://doi.org/10.1016/j.artmed.2005.01.010},
doi = {10.1016/J.ARTMED.2005.01.010},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/DvorkinFC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ws/05/YenCD05,
author = {Chia{-}Yu Yen and
Krzysztof J. Cios and
Mark W. Duncan},
editor = {Matthew He and
Giri Narasimhan and
Sergei V. Petoukhov},
title = {Identification of contaminants in MALDI-ToF proteomics spectra via
Data Mining},
booktitle = {Advances in Bioinformatics and Its Applications},
series = {Series in mathematical biology and medicine},
volume = {8},
publisher = {World Scientific},
year = {2005},
url = {https://doi.org/10.1142/9789812702098\_0025},
doi = {10.1142/9789812702098\_0025},
timestamp = {Wed, 10 Mar 2021 12:23:44 +0100},
biburl = {https://dblp.org/rec/books/ws/05/YenCD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CiosSJ04,
author = {Krzysztof J. Cios and
Waldemar Swiercz and
William Jackson},
title = {Networks of spiking neurons in modeling and problem solving},
journal = {Neurocomputing},
volume = {61},
pages = {99--119},
year = {2004},
url = {https://doi.org/10.1016/j.neucom.2004.03.007},
doi = {10.1016/J.NEUCOM.2004.03.007},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CiosSJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CiosK04,
author = {Krzysztof J. Cios and
Lukasz A. Kurgan},
title = {{CLIP4:} Hybrid inductive machine learning algorithm that generates
inequality rules},
journal = {Inf. Sci.},
volume = {163},
number = {1-3},
pages = {37--83},
year = {2004},
url = {https://doi.org/10.1016/j.ins.2003.03.015},
doi = {10.1016/J.INS.2003.03.015},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/CiosK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KurganC04,
author = {Lukasz A. Kurgan and
Krzysztof J. Cios},
title = {{CAIM} Discretization Algorithm},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {16},
number = {2},
pages = {145--153},
year = {2004},
url = {https://doi.org/10.1109/TKDE.2004.1269594},
doi = {10.1109/TKDE.2004.1269594},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/KurganC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csb/DuncanFWYC03,
author = {Mark W. Duncan and
Kim Fung and
Heng Wang and
Chia{-}Yu Yen and
Krzysztof J. Cios},
title = {Identification of Contaminants in Proteomics Mass Spectrometry Data},
booktitle = {2nd {IEEE} Computer Society Bioinformatics Conference, {CSB} 2003,
Stanford, CA, USA, August 11-14, 2003},
pages = {409--410},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/CSB.2003.1227348},
doi = {10.1109/CSB.2003.1227348},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csb/DuncanFWYC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KurganC03,
author = {Lukasz A. Kurgan and
Krzysztof J. Cios},
editor = {M. Arif Wani and
Krzysztof J. Cios and
Khalid Hafeez},
title = {Fast Class-Attribute Interdependence Maximization {(CAIM)} Discretization
Algorithm},
booktitle = {Proceedings of the 2003 International Conference on Machine Learning
and Applications - {ICMLA} 2003, June 23-24, 2003, Los Angeles, California,
{USA}},
pages = {30--36},
publisher = {{CSREA} Press},
year = {2003},
timestamp = {Tue, 11 May 2004 16:17:09 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KurganC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icmla/2003,
editor = {M. Arif Wani and
Krzysztof J. Cios and
Khalid Hafeez},
title = {Proceedings of the 2003 International Conference on Machine Learning
and Applications - {ICMLA} 2003, June 23-24, 2003, Los Angeles, California,
{USA}},
publisher = {{CSREA} Press},
year = {2003},
timestamp = {Tue, 11 May 2004 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/CiosM02,
author = {Krzysztof J. Cios and
G. William Moore},
title = {Uniqueness of medical data mining},
journal = {Artif. Intell. Medicine},
volume = {26},
number = {1-2},
pages = {1--24},
year = {2002},
url = {https://doi.org/10.1016/S0933-3657(02)00049-0},
doi = {10.1016/S0933-3657(02)00049-0},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/CiosM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/SachaGC02,
author = {Jaroslaw P. Sacha and
Lucy S. Goodenday and
Krzysztof J. Cios},
title = {Bayesian learning for cardiac {SPECT} image interpretation},
journal = {Artif. Intell. Medicine},
volume = {26},
number = {1-2},
pages = {109--143},
year = {2002},
url = {https://doi.org/10.1016/S0933-3657(02)00055-6},
doi = {10.1016/S0933-3657(02)00055-6},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/SachaGC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/CiosSS02,
author = {Krzysztof J. Cios and
William Jackson and
Waldemar Swiercz and
L. Springhetti},
editor = {Ajith Abraham and
Javier Ruiz{-}del{-}Solar and
Mario K{\"{o}}ppen},
title = {Spiking Neurons in Clustering of Diabetic Retinopathy Data},
booktitle = {Soft Computing Systems - Design, Management and Applications, {HIS}
2002, December 1-4, 2002, Santiago, Chile},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {87},
pages = {84--94},
publisher = {{IOS} Press},
year = {2002},
timestamp = {Thu, 04 May 2006 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/his/CiosSS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KurganSC02,
author = {Lukasz A. Kurgan and
Waldemar Swiercz and
Krzysztof J. Cios},
editor = {M. Arif Wani and
Hamid R. Arabnia and
Krzysztof J. Cios and
Khalid Hafeez and
Graham Kendall},
title = {Semantic Mapping of {XML} Tags Using Inductive Machine Learning},
booktitle = {Proceedings of the 2002 International Conference on Machine Learning
and Applications - {ICMLA} 2002, June 24-27, 2002, Las Vegas, Nevada,
{USA}},
pages = {99--109},
publisher = {{CSREA} Press},
year = {2002},
timestamp = {Tue, 11 May 2004 16:10:43 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KurganSC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icmla/2002,
editor = {M. Arif Wani and
Hamid R. Arabnia and
Krzysztof J. Cios and
Khalid Hafeez and
Graham Kendall},
title = {Proceedings of the 2002 International Conference on Machine Learning
and Applications - {ICMLA} 2002, June 24-27, 2002, Las Vegas, Nevada,
{USA}},
publisher = {{CSREA} Press},
year = {2002},
isbn = {1-892512-29-7},
timestamp = {Tue, 11 May 2004 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/KurganCTOG01,
author = {Lukasz A. Kurgan and
Krzysztof J. Cios and
Ryszard Tadeusiewicz and
Marek R. Ogiela and
Lucy S. Goodenday},
title = {Knowledge discovery approach to automated cardiac {SPECT} diagnosis},
journal = {Artif. Intell. Medicine},
volume = {23},
number = {2},
pages = {149--169},
year = {2001},
url = {https://doi.org/10.1016/S0933-3657(01)00082-3},
doi = {10.1016/S0933-3657(01)00082-3},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/KurganCTOG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Cios01,
author = {Krzysztof J. Cios},
title = {Fuzzy classifier design: Ludmila Kuncheva; Physica-Verlag and Springer,
Wurzburg and Berlin, 2000, 315 pp. {ISBN} 3-7908-1298-6},
journal = {Neurocomputing},
volume = {36},
number = {1-4},
pages = {243},
year = {2001},
url = {https://doi.org/10.1016/S0925-2312(00)00355-6},
doi = {10.1016/S0925-2312(00)00355-6},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Cios01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Cios01a,
author = {Krzysztof J. Cios},
title = {Data Mining in Finance: Advances in Relational and Hybrid Methods.
Boris Kovalerchuk and Evgenii Vityaev, Kluwer, Dordrecht, 2000, 308
pp., {ISBN} 0-7923-7804-0},
journal = {Neurocomputing},
volume = {36},
number = {1-4},
pages = {245--246},
year = {2001},
url = {https://doi.org/10.1016/S0925-2312(00)00356-8},
doi = {10.1016/S0925-2312(00)00356-8},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Cios01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/CiosKG01,
author = {Krzysztof J. Cios and
Lukasz A. Kurgan and
Lucy S. Goodenday},
title = {{SPECT} Heart},
publisher = {{UCI} Machine Learning Repository},
year = {2001},
month = sep,
howpublished = {\url{https://doi.org/10.24432/C5P304}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.24432/C5P304},
doi = {10.24432/C5P304},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/CiosKG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/CiosKG01a,
author = {Krzysztof J. Cios and
Lukasz A. Kurgan and
Lucy S. Goodenday},
title = {{SPECTF} Heart},
publisher = {{UCI} Machine Learning Repository},
year = {2001},
month = sep,
howpublished = {\url{https://doi.org/10.24432/C5N015}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.24432/C5N015},
doi = {10.24432/C5N015},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/CiosKG01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/CiesielskiSC00,
author = {Krzysztof Ciesielski and
Jaroslaw P. Sacha and
Krzysztof J. Cios},
title = {Synthesis of feedforward networks in supremum error bound},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {11},
number = {6},
pages = {1213--1227},
year = {2000},
url = {https://doi.org/10.1109/72.883398},
doi = {10.1109/72.883398},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/CiesielskiSC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SalaC99,
author = {Dorel M. Sala and
Krzysztof J. Cios},
title = {Solving graph algorithms with networks of spiking neurons},
journal = {{IEEE} Trans. Neural Networks},
volume = {10},
number = {4},
pages = {953--957},
year = {1999},
url = {https://doi.org/10.1109/72.774270},
doi = {10.1109/72.774270},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SalaC99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WeddingC98,
author = {Donald K. Wedding II and
Krzysztof J. Cios},
title = {Certainty factors versus Parzen windows as reliability measures in
{RBF} networks},
journal = {Neurocomputing},
volume = {19},
number = {1-3},
pages = {151--165},
year = {1998},
url = {https://doi.org/10.1016/S0925-2312(97)87577-7},
doi = {10.1016/S0925-2312(97)87577-7},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WeddingC98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/CiosPS98,
author = {Krzysztof J. Cios and
Witold Pedrycz and
Roman W. Swiniarski},
title = {Data Mining Methods for Knowledge Discovery},
journal = {{IEEE} Trans. Neural Networks},
volume = {9},
number = {6},
pages = {1533--1534},
year = {1998},
url = {https://doi.org/10.1109/TNN.1998.728406},
doi = {10.1109/TNN.1998.728406},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/CiosPS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CiosS97,
author = {Krzysztof J. Cios and
Les M. Sztandera},
title = {Ontogenic neuro-fuzzy algorithm: {F-CID3}},
journal = {Neurocomputing},
volume = {14},
number = {4},
pages = {383--402},
year = {1997},
url = {https://doi.org/10.1016/S0925-2312(96)00039-2},
doi = {10.1016/S0925-2312(96)00039-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CiosS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ArciniegasEC97,
author = {Jorge I. Arciniegas and
Adel H. Eltimsahy and
Krzysztof J. Cios},
title = {Neural-networks-based adaptive control of flexible robotic arms},
journal = {Neurocomputing},
volume = {17},
number = {3-4},
pages = {141--157},
year = {1997},
url = {https://doi.org/10.1016/S0925-2312(97)00037-4},
doi = {10.1016/S0925-2312(97)00037-4},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ArciniegasEC97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/SalaCW97,
author = {Dorel M. Sala and
Krzysztof J. Cios and
J. Wall},
editor = {Nikola K. Kasabov and
Robert Kozma and
Kitty Ko and
Robert O'Shea and
George G. Coghill and
Tom Gedeon},
title = {A Spatio-Temporal Computer Model of Dynamic Organization Properties
of the Adult Primate Somatosensory System},
booktitle = {Progress in Connectionist-Based Information Systems: Proceedings of
the 1997 International Conference on Neural Information Processing
and Intelligent Information Systems, {ICONIP} 1997, Volume I, Dunedin,
New Zealand, 24-28 November, 1997},
pages = {153--156},
publisher = {Springer},
year = {1997},
timestamp = {Tue, 25 Aug 2020 09:34:51 +0200},
biburl = {https://dblp.org/rec/conf/iconip/SalaCW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/SztanderaGC96,
author = {Les M. Sztandera and
Lucy S. Goodenday and
Krzysztof J. Cios},
title = {A neuro-fuzzy algorithm for diagnosis of coronary artery stenosis},
journal = {Comput. Biol. Medicine},
volume = {26},
number = {2},
pages = {97--111},
year = {1996},
url = {https://doi.org/10.1016/0010-4825(95)00046-1},
doi = {10.1016/0010-4825(95)00046-1},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/SztanderaGC96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iam/TorkzadehCP96,
author = {Gholamreza Torkzadeh and
Krzysztof J. Cios and
Kurt A. Pflughoeft},
title = {Inductive machine learning for instrument development},
journal = {Inf. Manag.},
volume = {31},
number = {1},
pages = {47--55},
year = {1996},
url = {https://doi.org/10.1016/S0378-7206(96)01061-0},
doi = {10.1016/S0378-7206(96)01061-0},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iam/TorkzadehCP96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WeddingC96,
author = {Donald K. Wedding II and
Krzysztof J. Cios},
title = {Time series forecasting by combining {RBF} networks, certainty factors,
and the Box-Jenkins model},
journal = {Neurocomputing},
volume = {10},
number = {2},
pages = {149--168},
year = {1996},
url = {https://doi.org/10.1016/0925-2312(95)00021-6},
doi = {10.1016/0925-2312(95)00021-6},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WeddingC96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/CiosGSS96,
author = {Krzysztof J. Cios and
Lucy S. Goodenday and
Kanu K. Shah and
G{\"{u}}rsel Serpen},
title = {A novel algorithm for classification of {SPECT} images of a human
heart},
booktitle = {Ninth {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} '96),
Ann Arbor, MI, USA, June 17-18, 1996},
pages = {1--5},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/CBMS.1996.507116},
doi = {10.1109/CBMS.1996.507116},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/cbms/CiosGSS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CiosS95,
author = {Krzysztof J. Cios and
Inho Shin},
title = {Image Recognition Neural Network: {IRNN}},
journal = {Neurocomputing},
volume = {7},
number = {2},
pages = {159--185},
year = {1995},
url = {https://doi.org/10.1016/0925-2312(93)E0062-I},
doi = {10.1016/0925-2312(93)E0062-I},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CiosS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/CiosN92,
author = {Krzysztof J. Cios and
Liu Ning},
title = {A machine learning method for generation of a neural network architecture:
a continuous {ID3} algorithm},
journal = {{IEEE} Trans. Neural Networks},
volume = {3},
number = {2},
pages = {280--291},
year = {1992},
url = {https://doi.org/10.1109/72.125869},
doi = {10.1109/72.125869},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/CiosN92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/CiosSG91,
author = {Krzysztof J. Cios and
Inho Shin and
Lucy S. Goodenday},
title = {Using Fuzzy Sets to Diagnose Coronary Artery Stenosis},
journal = {Computer},
volume = {24},
number = {3},
pages = {57--63},
year = {1991},
url = {https://doi.org/10.1109/2.73513},
doi = {10.1109/2.73513},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/CiosSG91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/CiosFGA90,
author = {Krzysztof J. Cios and
R. E. Freasier and
Lucy S. Goodenday and
L. T. Andrews},
title = {An expert system for diagnosis of coronary artery stenosis based on
201Tl scintigrams using the Dempster-Shafer theory of evidence},
journal = {Comput. Appl. Biosci.},
volume = {6},
number = {4},
pages = {333--342},
year = {1990},
url = {https://doi.org/10.1093/bioinformatics/6.4.333},
doi = {10.1093/BIOINFORMATICS/6.4.333},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/CiosFGA90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccal/NingC89,
author = {Liu Ning and
Krzysztof J. Cios},
editor = {Hermann A. Maurer},
title = {Knowledge Based Intelligent Tutoring System},
booktitle = {Computer Assisted Learning, 2nd International Conference, {ICCAL}
'89, Dallas, Texas, USA, May 9-11, 1989, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {360},
pages = {420--437},
publisher = {Springer},
year = {1989},
url = {https://doi.org/10.1007/3-540-51142-3\_76},
doi = {10.1007/3-540-51142-3\_76},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/iccal/NingC89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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