Krzysztof J. Cios

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 16

Top Topics

Automatic Text Classification

Reverse Nearest Neighbor

Learning Algorithm

Top Venues

IEEE Trans. Cybern.

Publications

Paolo Gabriel Cachi, Sebastián Ventura Soto, Krzysztof J. Cios
TM-SNN: Threshold Modulated Spiking Neural Network for Multi-task Learning. IWANN (2) (2023)
Paolo Gabriel Cachi, Sebastián Ventura, Krzysztof J. Cios
Improving Spiking Neural Network Performance with Auxiliary Learning. Mach. Learn. Knowl. Extr. 5 (3) (2023)
Paolo Gabriel Cachi, Soumil Jain, Sebastián Ventura, Gert Cauwenberghs, Krzysztof J. Cios
Reproducing Aplysia R-15 Bursting Neurodynamics on a Neuromorphic Microchip. ICECS 2022 (2022)
Paolo Gabriel Cachi, Sebastián Ventura, Krzysztof J. Cios
MT-SNN: Spiking Neural Network that Enables Single-Tasking of Multiple Tasks. CoRR (2022)
Paolo Gabriel Cachi, Sebastián Ventura, Krzysztof J. Cios
CRBA: A Competitive Rate-Based Algorithm Based on Competitive Spiking Neural Networks. Frontiers Comput. Neurosci. 15 (2021)
Jose M. Moyano, Eva Gibaja, Krzysztof J. Cios, Sebastián Ventura
Combining multi-label classifiers based on projections of the output space using Evolutionary algorithms. Knowl. Based Syst. 196 (2020)
Jose M. Moyano, Eva Lucrecia Gibaja Galindo, Krzysztof J. Cios, Sebastián Ventura
Tree-Shaped Ensemble of Multi-Label Classifiers using Grammar-Guided Genetic Programming. CEC (2020)
Jose M. Moyano, Eva L. Gibaja, Krzysztof J. Cios, Sebastián Ventura
Generating Ensembles of Multi-Label Classifiers Using Cooperative Coevolutionary Algorithms. ECAI (2020)
Jose M. Moyano, Eva Lucrecia Gibaja Galindo, Krzysztof J. Cios, Sebastián Ventura
An evolutionary approach to build ensembles of multi-label classifiers. Inf. Fusion 50 (2019)
Krzysztof J. Cios, Bartosz Krawczyk, Jacquelyne Cios, Kevin J. Staley
Uniqueness of Medical Data Mining: How the new technologies and data they generate are transforming medicine. CoRR (2019)
Krzysztof J. Cios
Deep Neural Networks - A Brief History. Advances in Data Analysis with Computational Intelligence Methods (2018)
Jose M. Moyano, Eva Lucrecia Gibaja Galindo, Krzysztof J. Cios, Sebastián Ventura
Review of ensembles of multi-label classifiers: Models, experimental study and prospects. Inf. Fusion 44 (2018)
Avory Bryant, Krzysztof J. Cios
RNN-DBSCAN: A Density-Based Clustering Algorithm Using Reverse Nearest Neighbor Density Estimates. IEEE Trans. Knowl. Data Eng. 30 (6) (2018)
Krzysztof J. Cios
Deep Neural Networks - A Brief History. CoRR (2017)
Alberto Cano, Sebastián Ventura, Krzysztof J. Cios
Multi-objective genetic programming for feature extraction and data visualization. Soft Comput. 21 (8) (2017)
Alberto Cano, Dat T. Nguyen, Sebastián Ventura, Krzysztof J. Cios
ur-CAIM: improved CAIM discretization for unbalanced and balanced data. Soft Comput. 20 (1) (2016)
Dat T. Nguyen, Krzysztof J. Cios
Rule-based OneClass-DS learning algorithm. Appl. Soft Comput. 35 (2015)
Sahil Zubair, Krzysztof J. Cios
Extracting News Sentiment and Establishing Its Relationship with the S&P 500 Index. HICSS (2015)
Beata Strack, Kimberle M. Jacobs, Krzysztof J. Cios
Simulating Vertical and Horizontal Inhibition with Short-Term Dynamics in a Multi-column Multi-Layer Model of neocortex. Int. J. Neural Syst. 24 (5) (2014)
Alberto Cano, Sebastián Ventura, Krzysztof J. Cios
Scalable CAIM discretization on multiple GPUs using concurrent kernels. J. Supercomput. 69 (1) (2014)
Dat T. Nguyen, Cao D. Nguyen, Rosalyn Hobson Hargraves, Lukasz A. Kurgan, Krzysztof J. Cios
mi-DS: Multiple-Instance Learning Algorithm. IEEE Trans. Cybern. 43 (1) (2013)
Dat T. Nguyen, Witold Dzwinel, Krzysztof J. Cios
Visualization of highly-dimensional data in 3D space. ISDA (2011)
Cao D. Nguyen, Katheleen J. Gardiner, Krzysztof J. Cios
Protein annotation from protein interaction networks and Gene Ontology. J. Biomed. Informatics 44 (5) (2011)
Hun Ki Lim, Leslie P. Keniston, Krzysztof J. Cios
Modeling of Multisensory Convergence with a Network of Spiking Neurons: A Reverse Engineering Approach. IEEE Trans. Biomed. Eng. 58 (7) (2011)
Joo Heon Shin, Dave Smith, Waldemar Swiercz, Kevin Staley, John T. Rickard, Javier Montero, Lukasz A. Kurgan, Krzysztof J. Cios
Recognition of Partially Occluded and Rotated Images With a Network of Spiking Neurons. IEEE Trans. Neural Networks 21 (11) (2010)
Jeffrey J. Lovelace, John T. Rickard, Krzysztof J. Cios
A spiking neural network alternative for the analog to digital converter. IJCNN (2010)
Hun Ki Lim, Leslie P. Keniston, Joo Heon Shin, Cao D. Nguyen, M. Alex Meredith, Krzysztof J. Cios
A Neuronal Multisensory Processing Simulator. IJCNN (2010)
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)
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)
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)
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)
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 Bioinform. 9 (2008)
Cao D. Nguyen, Krzysztof J. Cios
GAKREM: A novel hybrid clustering algorithm. Inf. Sci. 178 (22) (2008)
Cao D. Nguyen, Michael Mannino, Katheleen J. Gardiner, Krzysztof J. Cios
CLusFCM: an Algorithm for Predicting protein Functions Using homologies and protein Interactions. J. Bioinform. Comput. Biol. 6 (1) (2008)
Chia-Yu Yen, Krzysztof J. Cios
Image recognition system based on novel measures of image similarity and cluster validity. Neurocomputing 72 (1-3) (2008)
Supphachai Thaicharoen, Tom Altman, Krzysztof J. Cios
Structure-Based Document Model with Discrete Wavelet Transforms and Its Application to Document Classification. AusDM (2008)
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 Bioinform. 9 (2008)
Jeffrey J. Lovelace, Krzysztof J. Cios
A Very Simple Spiking Neuron Model That Allows for Modeling of Large, Complex Systems. Neural Comput. 20 (1) (2008)
Cao D. Nguyen, Katheleen J. Gardiner, Krzysztof J. Cios
A Hidden Markov Model for Predicting protein Interfaces. J. Bioinform. Comput. Biol. 5 (3) (2007)
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. Int. J. Bioinform. Res. Appl. 3 (4) (2007)
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 Trans. Neural Networks 17 (1) (2006)
Lukasz A. Kurgan, Krzysztof J. Cios, Scott Dick
Highly scalable and robust rule learner: performance evaluation and comparison. IEEE Trans. Syst. Man Cybern. Part B 36 (1) (2006)
Janet Siebert, Krzysztof J. Cios, M. Karen Newell
A rich analytical environment for flow cytometry experimental results. Int. J. Bioinform. Res. Appl. 2 (1) (2006)
Daniel Dvorkin, Valerie Fadok, Krzysztof J. Cios
SiMCAL 1 algorithm for analysis of gene expression data related to the phosphatidylserine receptor. Artif. Intell. Medicine 35 (1-2) (2005)
Krzysztof J. Cios, Hiroshi Mamitsuka, Tomomasa Nagashima, Ryszard Tadeusiewicz
Computational intelligence in solving bioinformatics problems. Artif. Intell. Medicine 35 (1-2) (2005)
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. Artif. Intell. Medicine 35 (1-2) (2005)
Lukasz A. Kurgan, Krzysztof J. Cios
CAIM Discretization Algorithm. IEEE Trans. Knowl. Data Eng. 16 (2) (2004)
Krzysztof J. Cios, Lukasz A. Kurgan
CLIP4: Hybrid inductive machine learning algorithm that generates inequality rules. Inf. Sci. 163 (1-3) (2004)
Krzysztof J. Cios, Waldemar Swiercz, William Jackson
Networks of spiking neurons in modeling and problem solving. Neurocomputing 61 (2004)
Mark W. Duncan, Kim Fung, Heng Wang, Chia-Yu Yen, Krzysztof J. Cios
Identification of Contaminants in Proteomics Mass Spectrometry Data. CSB (2003)
Lukasz A. Kurgan, Krzysztof J. Cios
Fast Class-Attribute Interdependence Maximization (CAIM) Discretization Algorithm. ICMLA (2003)
Krzysztof J. Cios, G. William Moore
Uniqueness of medical data mining. Artif. Intell. Medicine 26 (1-2) (2002)
Lukasz A. Kurgan, Waldemar Swiercz, Krzysztof J. Cios
Semantic Mapping of XML Tags Using Inductive Machine Learning. ICMLA (2002)
Krzysztof J. Cios, William Jackson, Waldemar Swiercz, L. Springhetti
Spiking Neurons in Clustering of Diabetic Retinopathy Data. HIS (2002)
Jaroslaw P. Sacha, Lucy S. Goodenday, Krzysztof J. Cios
Bayesian learning for cardiac SPECT image interpretation. Artif. Intell. Medicine 26 (1-2) (2002)
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) (2001)
Lukasz A. Kurgan, Krzysztof J. Cios, Ryszard Tadeusiewicz, Marek R. Ogiela, Lucy S. Goodenday
Knowledge discovery approach to automated cardiac SPECT diagnosis. Artif. Intell. Medicine 23 (2) (2001)
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) (2001)
Krzysztof Ciesielski, Jaroslaw P. Sacha, Krzysztof J. Cios
Synthesis of feedforward networks in supremum error bound. IEEE Trans. Neural Networks Learn. Syst. 11 (6) (2000)
Dorel M. Sala, Krzysztof J. Cios
Solving graph algorithms with networks of spiking neurons. IEEE Trans. Neural Networks 10 (4) (1999)
Krzysztof J. Cios, Witold Pedrycz, Roman W. Swiniarski
Data Mining Methods for Knowledge Discovery. IEEE Trans. Neural Networks 9 (6) (1998)
Donald K. Wedding II, Krzysztof J. Cios
Certainty factors versus Parzen windows as reliability measures in RBF networks. Neurocomputing 19 (1-3) (1998)
Dorel M. Sala, Krzysztof J. Cios, J. Wall
A Spatio-Temporal Computer Model of Dynamic Organization Properties of the Adult Primate Somatosensory System. ICONIP (1) (1997)
Jorge I. Arciniegas, Adel H. Eltimsahy, Krzysztof J. Cios
Neural-networks-based adaptive control of flexible robotic arms. Neurocomputing 17 (3-4) (1997)
Krzysztof J. Cios, Les M. Sztandera
Ontogenic neuro-fuzzy algorithm: F-CID3. Neurocomputing 14 (4) (1997)
Gholamreza Torkzadeh, Krzysztof J. Cios, Kurt A. Pflughoeft
Inductive machine learning for instrument development. Inf. Manag. 31 (1) (1996)
Les M. Sztandera, Lucy S. Goodenday, Krzysztof J. Cios
A neuro-fuzzy algorithm for diagnosis of coronary artery stenosis. Comput. Biol. Medicine 26 (2) (1996)
Donald K. Wedding II, Krzysztof J. Cios
Time series forecasting by combining RBF networks, certainty factors, and the Box-Jenkins model. Neurocomputing 10 (2) (1996)
Krzysztof J. Cios, Lucy S. Goodenday, Kanu K. Shah, Gürsel Serpen
A novel algorithm for classification of SPECT images of a human heart. CBMS (1996)
Krzysztof J. Cios, Inho Shin
Image Recognition Neural Network: IRNN. Neurocomputing 7 (2) (1995)
Krzysztof J. Cios, Liu Ning
A machine learning method for generation of a neural network architecture: a continuous ID3 algorithm. IEEE Trans. Neural Networks 3 (2) (1992)
Krzysztof J. Cios, Inho Shin, Lucy S. Goodenday
Using Fuzzy Sets to Diagnose Coronary Artery Stenosis. Computer 24 (3) (1991)
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. Comput. Appl. Biosci. 6 (4) (1990)
Liu Ning, Krzysztof J. Cios
Knowledge Based Intelligent Tutoring System. ICCAL (1989)