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 | 1525* | 1998 |
Data mining methods for knowledge discovery KJ Cios, W Pedrycz, RW Swiniarski Springer Science & Business Media, 2012 | 963 | 2012 |
Uniqueness of medical data mining KJ Cios, GW Moore Artificial intelligence in medicine 26 (1-2), 1-24, 2002 | 938 | 2002 |
CAIM discretization algorithm LA Kurgan, KJ Cios IEEE transactions on Knowledge and Data Engineering 16 (2), 145-153, 2004 | 641 | 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 (1), 781670, 2014 | 482 | 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 | 332 | 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 | 265 | 2001 |
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 | 247 | 2017 |
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 | 227 | 1996 |
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 | 178 | 2015 |
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 | 172 | 2008 |
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 | 162 | 1992 |
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 | 161 | 2018 |
Medical data mining and knowledge discovery KJ Cios, J Kacprzyk Physica-Verlag, 2001 | 148 | 2001 |
Continuous ID3 algorithm with fuzzy entropy measures KJ Cios, LM Sztandera [1992 Proceedings] IEEE International Conference on Fuzzy Systems, 469-476, 1992 | 100 | 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 | 99 | 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 | 91 | 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 | 81 | 2007 |
A new synaptic plasticity rule for networks of spiking neurons W Swiercz, KJ Cios, K Staley, L Kurgan, F Accurso, S Sagel IEEE transactions on neural networks 17 (1), 94-105, 2006 | 78 | 2006 |