Krzysztof J Cios, Fellow: IEEE, AIMBE

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Lukasz KurganComputer Science, Virginia Commonwealth UniversityVerified email at vcu.edu
Witold PedryczVerified email at ualberta.ca
Sebastián Ventura (ORCID: 0000-000...Professor of Computing and Artificial Intelligence, University of CordobaVerified email at uco.es
Beata StrackGoogleVerified email at google.com
Kevin StaleyNeurology Massachusetts General HospitalVerified email at partners.org
Jose M. MoyanoAssistant professor at Dpt. of Computer Science, University of SevillaVerified email at us.es
Ryszard TadeusiewiczAGH University of Science and TechnologyVerified email at agh.edu.pl
Juan Luis OlmoPhD. in Computer Science. Teaching Assistant at University of Cordoba, SpainVerified email at uco.es
Jonathan P DeShazoAssociate Professor, Virginia Commonwealth UniversityVerified email at vcu.edu
Chris GenningsProfessor of Biostatistics, Icahn School of Medicine at Mount SinaiVerified email at mssm.edu
Brent G. WilsonUniversity of Colorado DenverVerified email at ucdenver.edu
Alberto CanoAssociate Professor of Computer Science, Virginia Commonwealth University, USAVerified email at vcu.edu
Robert LangenderferUniversity of ToledoVerified email at utoledo.edu
Mark William DuncanProfessor of Medicine, University of ColoradoVerified email at ucdenver.edu
Marek R. Ogiela (Fellow SPIE, FIET)AGH University of Science and Technology, Cryptography and Cognitive Informatics LaboratoryVerified email at agh.edu.pl
Hun Ki LimMed Data QuestVerified email at meddataquest.com
Jeffrey LovelaceResearch Associate, Eppley Institute for Research in Cancer and Allied DeseasesVerified email at unmc.edu
Keon Myung LeeProfessor of Computer Acoence, Chungbuk National UniversityVerified email at cbnu.ac.kr
Frank AccursoProfessor emeritus pediatrics, university of Colorado school of medicineVerified email at childrenscolorado.org
Clara HigueraComplutense University, MadridVerified email at ucm.es

Krzysztof J Cios, Fellow: IEEE, AIMBE

Professor of Computer Science, VCU

Verified email at vcu.edu - Homepage

Machine Learning Data Mining Computational Neuroscience Biomedical Informatics


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Data mining and knowledge discovery KJ Cios, W Pedrycz, RW Swiniarski, KJ Cios, W Pedrycz, RW Swiniarski Data mining methods for knowledge discovery, 1-26, 1998	1448*	1998
Data mining methods for knowledge discovery KJ Cios, W Pedrycz, RW Swiniarski Springer Science & Business Media, 2012	941	2012
Uniqueness of medical data mining KJ Cios, GW Moore Artificial intelligence in medicine 26 (1-2), 1-24, 2002	918	2002
CAIM discretization algorithm LA Kurgan, KJ Cios IEEE transactions on Knowledge and Data Engineering 16 (2), 145-153, 2004	619	2004
Impact of HbA1c measurement on hospital readmission rates: analysis of 70,000 clinical database patient records B Strack, JP DeShazo, C Gennings, JL Olmo, S Ventura, KJ Cios, ... BioMed research international 2014, 2014	420	2014
Knowledge discovery approach to automated cardiac SPECT diagnosis LA Kurgan, KJ Cios, R Tadeusiewicz, M Ogiela, LS Goodenday Artificial intelligence in medicine 23 (2), 149-169, 2001	322	2001
Comparison of interval-valued fuzzy sets, intuitionistic fuzzy sets, and bipolar-valued fuzzy sets KM Lee, KMI LEE, KJ CIOS Computing and Information Technologies: Exploring Emerging Technologies, 433-439, 2001	234	2001
Time series forecasting by combining RBF networks, certainty factors, and the Box-Jenkins model DK Wedding II, KJ Cios Neurocomputing 10 (2), 149-168, 1996	217	1996
RNN-DBSCAN: A density-based clustering algorithm using reverse nearest neighbor density estimates A Bryant, K Cios IEEE Transactions on Knowledge and Data Engineering 30 (6), 1109-1121, 2017	194	2017
Innovative methods of teaching science and engineering in secondary schools N Balasubramanian, BG Wilson, KJ Cios Inquiry 1 (2), 1-6, 2006	188	2006
SCPRED: accurate prediction of protein structural class for sequences of twilight-zone similarity with predicting sequences L Kurgan, K Cios, K Chen BMC bioinformatics 9, 1-15, 2008	170	2008
Self-organizing feature maps identify proteins critical to learning in a mouse model of down syndrome C Higuera, KJ Gardiner, KJ Cios PloS one 10 (6), e0129126, 2015	158	2015
A machine learning method for generation of a neural network architecture: A continuous ID3 algorithm KJ Cios, N Liu IEEE Transactions on Neural Networks 3 (2), 280-291, 1992	157	1992
Medical data mining and knowledge discovery KJ Cios, J Kacprzyk Physica-Verlag, 2001	144	2001
Review of ensembles of multi-label classifiers: models, experimental study and prospects JM Moyano, EL Gibaja, KJ Cios, S Ventura Information Fusion 44, 33-45, 2018	137	2018
Continuous ID3 algorithm with fuzzy entropy measures KJ Cios, LM Sztandera [1992 Proceedings] IEEE International Conference on Fuzzy Systems, 469-476, 1992	96	1992
Improving sensitivity in shotgun proteomics using a peptide-centric database with reduced complexity: protease cleavage and SCX elution rules from data mining of MS/MS spectra CY Yen, S Russell, AM Mendoza, K Meyer-Arendt, S Sun, KJ Cios, ... Analytical chemistry 78 (4), 1071-1084, 2006	95	2006
Diagnosing myocardial perfusion from PECT bull’s-eye maps-A knowledge discovery approach KJ Cios, A Teresinska, S Konieczna, J Potocka, S Sharma IEEE Engineering in Medicine and Biology Magazine 19 (4), 17-25, 2000	92	2000
Epileptic seizure detection R Schuyler, A White, K Staley, KJ Cios IEEE Engineering in medicine and Biology Magazine 26 (2), 74, 2007	83	2007
The knowledge discovery process KJ Cios, RW Swiniarski, W Pedrycz, LA Kurgan, KJ Cios, RW Swiniarski, ... Data Mining: A Knowledge Discovery Approach, 9-24, 2007	79	2007

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