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| 2011 | ||
|---|---|---|
| 49 | Cao D. Nguyen, Katheleen J. Gardiner, Krzysztof J. Cios: Protein annotation from protein interaction networks and Gene Ontology. Journal of Biomedical Informatics 44(5): 824-829 (2011) | |
| 2010 | ||
| 48 | Hun Ki Lim, Les P. Keniston, Joo Heon Shin, Cao D. Nguyen, M. Alex Meredith, Krzysztof J. Cios: A Neuronal Multisensory Processing Simulator. IJCNN 2010: 1-7 | |
| 47 | Jeffrey J. Lovelace, John T. Rickard, Krzysztof J. Cios: A spiking neural network alternative for the analog to digital converter. IJCNN 2010: 1-8 | |
| 46 | Cao D. Nguyen, Dat T. Nguyen, Krzysztof J. Cios, Katheleen J. Gardiner, Alberto C. Costa: miDivCon: Framework and method for Multiple Instance Learning. ISDA 2010: 495-500 | |
| 45 | Krzysztof J. Cios, Lukasz A. Kurgan: Machine Learning Algorithms Inspired by the Work of Ryszard Spencer Michalski. Advances in Machine Learning I 2010: 49-74 | |
| 44 | Joo Heon Shin, Dave Smith, Waldemar Swiercz, Kevin Staley, John T. Rickard, J. Montero, Lukasz A. Kurgan, Krzysztof J. Cios: Recognition of Partially Occluded and Rotated Images With a Network of Spiking Neurons. IEEE Transactions on Neural Networks 21(11): 1697-1709 (2010) | |
| 2009 | ||
| 43 | 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 | |
| 42 | 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 | ||
| 41 | 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 | |
| 40 | 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 | |
| 39 | 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) | |
| 38 | 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) | |
| 37 | Cao D. Nguyen, Krzysztof J. Cios: GAKREM: A novel hybrid clustering algorithm. Inf. Sci. 178(22): 4205-4227 (2008) | |
| 36 | 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) | |
| 35 | 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) | |
| 34 | 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 | ||
| 33 | 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) | |
| 32 | 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 | ||
| 31 | 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) | |
| 30 | 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) | |
| 29 | Janet Siebert, Krzysztof J. Cios, M. Karen Newell: A rich analytical environment for flow cytometry experimental results. IJBRA 2(1): 52-62 (2006) | |
| 2005 | ||
| 28 | 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) | |
| 27 | 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) | |
| 26 | 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 | ||
| 25 | Lukasz A. Kurgan, Krzysztof J. Cios: CAIM Discretization Algorithm. IEEE Trans. Knowl. Data Eng. 16(2): 145-153 (2004) | |
| 24 | Krzysztof J. Cios, Lukasz A. Kurgan: CLIP4: Hybrid inductive machine learning algorithm that generates inequality rules. Inf. Sci. 163(1-3): 37-83 (2004) | |
| 23 | Krzysztof J. Cios, Waldemar Swiercz, William Jackson: Networks of spiking neurons in modeling and problem solving. Neurocomputing 61: 99-119 (2004) | |
| 2003 | ||
| 22 | 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 | |
| 21 | Lukasz A. Kurgan, Krzysztof J. Cios: Fast Class-Attribute Interdependence Maximization (CAIM) Discretization Algorithm. ICMLA 2003: 30-36 | |
| 2002 | ||
| 20 | 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 | |
| 19 | Krzysztof J. Cios, William Jackson, Waldemar Swiercz, L. Springhetti: Spiking Neurons in Clustering of Diabetic Retinopathy Data. HIS 2002: 84-94 | |
| 18 | Lukasz A. Kurgan, Waldemar Swiercz, Krzysztof J. Cios: Semantic Mapping of XML Tags Using Inductive Machine Learning. ICMLA 2002: 99-109 | |
| 17 | Krzysztof J. Cios, G. William Moore: Uniqueness of medical data mining. Artificial Intelligence in Medicine 26(1-2): 1-24 (2002) | |
| 16 | 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 | ||
| 15 | 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) | |
| 14 | 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) | |
| 13 | 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) | |
| 2000 | ||
| 12 | Krzysztof Ciesielski, Jaroslaw P. Sacha, Krzysztof J. Cios: Synthesis of feedforward networks in supremum error bound. IEEE Trans. Neural Netw. Learning Syst. 11(6): 1213-1227 (2000) | |
| 1999 | ||
| 11 | 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 | ||
| 10 | Krzysztof J. Cios, Witold Pedrycz, Roman W. Swiniarski: Data Mining Methods for Knowledge Discovery. IEEE Transactions on Neural Networks 9(6): 1533-1534 (1998) | |
| 9 | 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 | ||
| 8 | Krzysztof J. Cios, Les M. Sztandera: Ontogenic neuro-fuzzy algorithm: F-CID3. Neurocomputing 14(4): 383-402 (1997) | |
| 7 | 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 | ||
| 6 | Gholamreza Torkzadeh, Krzysztof J. Cios, Kurt A. Pflughoeft: Inductive machine learning for instrument development. Information & Management 31(1): 47-55 (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 | |
Colors in the list of coauthors
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