 | 2009 |
|---|
| 41 |       | Joo Heon Shin,
Dave Smith,
Roman W. Swiniarski,
F. Edward Dudek,
Andrew White,
Kevin Staley,
Krzysztof J. Cios:
Analysis of EEG Epileptic Signals with Rough Sets and Support Vector Machines.
AIME 2009: 325-334 |
| 40 | | Supphachai Thaicharoen,
Tom Altman,
Katheleen J. Gardiner,
Krzysztof J. Cios:
Discovering relational knowledge from two disjoint sets of literatures using inductive Logic Programming.
CIDM 2009: 283-290 |
| 2008 |
|---|
| 39 | | Supphachai Thaicharoen,
Tom Altman,
Krzysztof J. Cios:
Structure-Based Document Model with Discrete Wavelet Transforms and Its Application to Document Classification.
AusDM 2008: 209-217 |
| 38 | | Cao D. Nguyen,
Katheleen J. Gardiner,
Duong Nguyen,
Krzysztof J. Cios:
Prediction of Protein Functions from Protein Interaction Networks: A Naïve Bayes Approach.
PRICAI 2008: 788-798 |
| 37 | | Allison Gehrke,
Shaojun Sun,
Lukasz A. Kurgan,
Natalie Ahn,
Katheryn Resing,
Karen Kafadar,
Krzysztof J. Cios:
Improved machine learning method for analysis of gas phase chemistry of peptides.
BMC Bioinformatics 9: (2008) |
| 36 | | Lukasz A. Kurgan,
Krzysztof J. Cios,
Ke Chen:
SCPRED: Accurate prediction of protein structural class for sequences of twilight-zone similarity with predicting sequences.
BMC Bioinformatics 9: (2008) |
| 35 | | Cao D. Nguyen,
Krzysztof J. Cios:
GAKREM: A novel hybrid clustering algorithm.
Inf. Sci. 178(22): 4205-4227 (2008) |
| 34 | | Cao D. Nguyen,
Michael Mannino,
Katheleen J. Gardiner,
Krzysztof J. Cios:
CLusFCM: an Algorithm for Predicting protein Functions Using homologies and protein Interactions.
J. Bioinformatics and Computational Biology 6(1): 203-222 (2008) |
| 33 | | Jeffrey J. Lovelace,
Krzysztof J. Cios:
A Very Simple Spiking Neuron Model That Allows for Modeling of Large, Complex Systems.
Neural Computation 20(1): 65-90 (2008) |
| 32 | | Chia-Yu Yen,
Krzysztof J. Cios:
Image recognition system based on novel measures of image similarity and cluster validity.
Neurocomputing 72(1-3): 401-412 (2008) |
| 2007 |
|---|
| 31 | | Brian Tripet,
Megha Renuka Jayadev,
Don Blow,
Cao D. Nguyen,
Robert S. Hodges,
Krzysztof J. Cios:
Proteomic data mining using predicted peptide chromatographic retention times.
IJBRA 3(4): 431-445 (2007) |
| 30 | | Cao D. Nguyen,
Katheleen J. Gardiner,
Krzysztof J. Cios:
A Hidden Markov Model for Predicting protein Interfaces.
J. Bioinformatics and Computational Biology 5(3): 739-753 (2007) |
| 2006 |
|---|
| 29 | | Waldemar Swiercz,
Krzysztof J. Cios,
Kevin Staley,
Lukasz A. Kurgan,
Frank Accurso,
Scott Sagel:
A new synaptic plasticity rule for networks of spiking neurons.
IEEE Transactions on Neural Networks 17(1): 94-105 (2006) |
| 28 | | Lukasz A. Kurgan,
Krzysztof J. Cios,
Scott Dick:
Highly scalable and robust rule learner: performance evaluation and comparison.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 36(1): 32-53 (2006) |
| 27 | | Janet Siebert,
Krzysztof J. Cios,
M. Karen Newell:
A rich analytical environment for flow cytometry experimental results.
IJBRA 2(1): 52-62 (2006) |
| 2005 |
|---|
| 26 | | Krzysztof J. Cios,
Hiroshi Mamitsuka,
Tomomasa Nagashima,
Ryszard Tadeusiewicz:
Computational intelligence in solving bioinformatics problems.
Artificial Intelligence in Medicine 35(1-2): 1-8 (2005) |
| 25 | | Jishou Ruan,
Kui Wang,
Jie Yang,
Lukasz A. Kurgan,
Krzysztof J. Cios:
Highly accurate and consistent method for prediction of helix and strand content from primary protein sequences.
Artificial Intelligence in Medicine 35(1-2): 19-35 (2005) |
| 24 | | Daniel Dvorkin,
Valerie Fadok,
Krzysztof J. Cios:
SiMCAL 1 algorithm for analysis of gene expression data related to the phosphatidylserine receptor.
Artificial Intelligence in Medicine 35(1-2): 49-60 (2005) |
| 2004 |
|---|
| 23 | | Lukasz A. Kurgan,
Krzysztof J. Cios:
CAIM Discretization Algorithm.
IEEE Trans. Knowl. Data Eng. 16(2): 145-153 (2004) |
| 22 | | Krzysztof J. Cios,
Lukasz A. Kurgan:
CLIP4: Hybrid inductive machine learning algorithm that generates inequality rules.
Inf. Sci. 163(1-3): 37-83 (2004) |
| 21 | | Krzysztof J. Cios,
Waldemar Swiercz,
William Jackson:
Networks of spiking neurons in modeling and problem solving.
Neurocomputing 61: 99-119 (2004) |
| 2003 |
|---|
| 20 |  | M. Arif Wani,
Krzysztof J. Cios,
Khalid Hafeez:
Proceedings of the 2003 International Conference on Machine Learning and Applications - ICMLA 2003, June 23-24, 2003, Los Angeles, California, USA.
CSREA Press 2003 |
| 19 | | Lukasz A. Kurgan,
Krzysztof J. Cios:
Fast Class-Attribute Interdependence Maximization (CAIM) Discretization Algorithm.
ICMLA 2003: 30-36 |
| 2002 |
|---|
| 18 | | M. Arif Wani,
Hamid R. Arabnia,
Krzysztof J. Cios,
Khalid Hafeez,
Graham Kendall:
Proceedings of the 2002 International Conference on Machine Learning and Applications - ICMLA 2002, June 24-27, 2002, Las Vegas, Nevada, USA.
CSREA Press 2002 |
| 17 | | Krzysztof J. Cios,
William Jackson,
Waldemar Swiercz,
L. Springhetti:
Spiking Neurons in Clustering of Diabetic Retinopathy Data.
HIS 2002: 84-94 |
| 16 | | Lukasz A. Kurgan,
Waldemar Swiercz,
Krzysztof J. Cios:
Semantic Mapping of XML Tags Using Inductive Machine Learning.
ICMLA 2002: 99-109 |
| 15 | | Krzysztof J. Cios,
G. William Moore:
Uniqueness of medical data mining.
Artificial Intelligence in Medicine 26(1-2): 1-24 (2002) |
| 14 | | Jaroslaw P. Sacha,
Lucy S. Goodenday,
Krzysztof J. Cios:
Bayesian learning for cardiac SPECT image interpretation.
Artificial Intelligence in Medicine 26(1-2): 109-143 (2002) |
| 2001 |
|---|
| 13 | | Lukasz A. Kurgan,
Krzysztof J. Cios,
Ryszard Tadeusiewicz,
Marek R. Ogiela,
Lucy S. Goodenday:
Knowledge discovery approach to automated cardiac SPECT diagnosis.
Artificial Intelligence in Medicine 23(2): 149-169 (2001) |
| 12 | | Krzysztof J. Cios:
Fuzzy classifier design: Ludmila Kuncheva; Physica-Verlag and Springer, Wurzburg and Berlin, 2000, 315 pp. ISBN 3-7908-1298-6.
Neurocomputing 36(1-4): 243 (2001) |
| 11 | | Krzysztof J. Cios:
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.
Neurocomputing 36(1-4): 245-246 (2001) |
| 1999 |
|---|
| 10 | | Dorel M. Sala,
Krzysztof J. Cios:
Solving graph algorithms with networks of spiking neurons.
IEEE Transactions on Neural Networks 10(4): 953-957 (1999) |
| 1998 |
|---|
| 9 | | Krzysztof J. Cios,
Witold Pedrycz,
Roman W. Swiniarski:
Data Mining Methods for Knowledge Discovery.
IEEE Transactions on Neural Networks 9(6): 1533-1534 (1998) |
| 8 | | Donald K. Wedding II,
Krzysztof J. Cios:
Certainty factors versus Parzen windows as reliability measures in RBF networks.
Neurocomputing 19(1-3): 151-165 (1998) |
| 1997 |
|---|
| 7 | | Krzysztof J. Cios,
Les M. Sztandera:
Ontogenic neuro-fuzzy algorithm: F-CID3.
Neurocomputing 14(4): 383-402 (1997) |
| 6 | | Jorge I. Arciniegas,
Adel H. Eltimsahy,
Krzysztof J. Cios:
Neural-networks-based adaptive control of flexible robotic arms.
Neurocomputing 17(3-4): 141-157 (1997) |
| 1996 |
|---|
| 5 | | Donald K. Wedding II,
Krzysztof J. Cios:
Time series forecasting by combining RBF networks, certainty factors, and the Box-Jenkins model.
Neurocomputing 10(2): 149-168 (1996) |
| 1995 |
|---|
| 4 | | Krzysztof J. Cios,
Inho Shin:
Image Recognition Neural Network: IRNN.
Neurocomputing 7(2): 159-185 (1995) |
| 1991 |
|---|
| 3 | | Krzysztof J. Cios,
Inho Shin,
Lucy S. Goodenday:
Using Fuzzy Sets to Diagnose Coronary Artery Stenosis.
IEEE Computer 24(3): 57-63 (1991) |
| 1990 |
|---|
| 2 | | Krzysztof J. Cios,
R. E. Freasier,
Lucy S. Goodenday,
L. T. Andrews:
An expert system for diagnosis of coronary artery stenosis based on 201Tl scintigrams using the Dempster-Shafer theory of evidence.
Computer Applications in the Biosciences 6(4): 333-342 (1990) |
| 1989 |
|---|
| 1 | | Liu Ning,
Krzysztof J. Cios:
Knowledge Based Intelligent Tutoring System.
ICCAL 1989: 420-437 |
