Jacek M. Zurada

254 papers A* 1B 33C 14Misc 12Journal 104Unranked 53
YearRankTypeTitle / Venue / Authors
2026 — ed.
Artificial Intelligence and Soft Computing - 24th International Conference, ICAISC 2025, Zakopane, Poland, June 22-26, 2025, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2026 — ed.
Artificial Intelligence and Soft Computing - 24th International Conference, ICAISC 2025, Zakopane, Poland, June 22-26, 2025, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2026 — ed.
Artificial Intelligence and Soft Computing - 24th International Conference, ICAISC 2025, Zakopane, Poland, June 22-26, 2025, Proceedings, Part III
ICAISC (3)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2026 J jnl
Graph Regularization for High Order Neural Networks: Boundedness, Convergence, and Enhanced Performance With Entropy Error Function [Research Frontier].
IEEE Comput. Intell. Mag.
Qinwei Fan, Qianru Huang, Jacek M. Zurada, Jigen Peng, Haiyang Li
2025 — ed.
Artificial Intelligence and Soft Computing - 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2025 — ed.
Artificial Intelligence and Soft Computing - 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2025 — ed.
Artificial Intelligence and Soft Computing - 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024, Proceedings, Part III
ICAISC (3)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2025 J jnl
Bidirectional Multiscale Efficient Dilated Convolutional Recurrent Neural Network Improved by Swarm Intelligence Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Qinwei Fan, Shuai Zhao, Jacek M. Zurada, Tingwen Huang, Xiaolong Qin, Rui Zhang
2025 J jnl
Convergence Analysis of Regularized Elman Neural Networks Under Relaxed Conditions.
IEEE Trans. Syst. Man Cybern. Syst.
Qinwei Fan, Li Zhou, Jacek M. Zurada, Jigen Peng, Haiyang Li, Jian Wang, Dakun Yang
2025 J jnl
RE-Mark: An Identity-Recovery Watermarking Method for Undoing Deepfake Face-Swap.
IEEE Access
Tomasz Walczyna, Jacek M. Zurada, Zbigniew Piotrowski
2025 J jnl
Solving sparse multi-objective optimization problems via dynamic adaptive grouping and reward-penalty sparse strategies.
Swarm Evol. Comput.
Zhenxing Yu, Qinwei Fan, Jacek M. Zurada, Jigen Peng, Haiyang Li, Jian Wang
2024 J jnl
A Group Regularization Framework of Convolutional Neural Networks Based on the Impact of Lₚ Regularizers on Magnitude.
IEEE Trans. Syst. Man Cybern. Syst.
Feng Li, Yaokai Hu, Huisheng Zhang, Ansheng Deng, Jacek M. Zurada
2024 J jnl
Convergence Analysis of Online Gradient Method for High-Order Neural Networks and Their Sparse Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Qinwei Fan, Qian Kang, Jacek M. Zurada, Tingwen Huang, Dongpo Xu
2023 — ed.
Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2023 — ed.
Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2023 — ed.
Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2023 — ed.
Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2023 — conf
Patient-Specific Modeling and Model Predictive Control Approach to Personalized Optimal Anemia Management.
EMBC
Affan Affan, Jacek M. Zurada, Tamer Inanc
2022 J jnl
A pruning algorithm with relaxed conditions for high-order neural networks based on smoothing group L1/2 regularization and adaptive momentum.
Knowl. Based Syst.
Qian Kang, Qinwei Fan, Jacek M. Zurada, Tingwen Huang
2022 J jnl
Analysis of Equilibria for a Class of Recurrent Neural Networks With Two Subnetworks.
IEEE Trans. Cybern.
Fang Xu, Lingling Liu, Jacek M. Zurada, Zhang Yi
2022 — book
Cognitive Tutor - Custom-Tailored Pedagogical Approach
Ninni Singh, Vinit Kumar Gunjan, Jacek M. Zurada
2022 J jnl
Convergence analysis for sigma-pi-sigma neural network based on some relaxed conditions.
Inf. Sci.
Qinwei Fan, Qian Kang, Jacek M. Zurada
2022 J jnl
Towards a Very Fast Feedforward Multilayer Neural Networks Training Algorithm.
J. Artif. Intell. Soft Comput. Res.
Jaroslaw Bilski, Bartosz Kowalczyk, Marek Kisiel-Dorohinicki, Agnieszka Siwocha, Jacek M. Zurada
2021 J jnl
A Novel Fast Feedforward Neural Networks Training Algorithm.
J. Artif. Intell. Soft Comput. Res.
Jaroslaw Bilski, Bartosz Kowalczyk, Andrzej Marjanski, Michal Gandor, Jacek M. Zurada
2021 — conf
Adaptive Individualized Drug-Dose Response Modeling from a Limited Clinical Data: Case of Warfarin Management.
EMBC
Affan Affan, Jacek M. Zurada, Michael E. Brier, Tamer Inanc
2021 J jnl
Adaptive Individualized Modeling From Limited Clinical Data for Precise Anemia Management.
IEEE Access
Affan Affan, Jacek M. Zurada, Tamer Inanc
2021 — ed.
Artificial Intelligence and Soft Computing - 20th International Conference, ICAISC 2021, Virtual Event, June 21-23, 2021, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2021 — ed.
Artificial Intelligence and Soft Computing - 20th International Conference, ICAISC 2021, Virtual Event, June 21-23, 2021, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2021 J jnl
Deterministic convergence analysis via smoothing group Lasso regularization and adaptive momentum for Sigma-Pi-Sigma neural network.
Inf. Sci.
Qian Kang, Qinwei Fan, Jacek M. Zurada
2021 — conf
Precise Warfarin Management through Personalized Modeling and Control with Limited Clinical Data.
EMBC
Syed Irfan Ali Meerza, Affan Affan, Hossein Mirinejad, Michael E. Brier, Jacek M. Zurada, Tamer Inanc
2021 J jnl
Radial Basis Function Interpolation and Galerkin Projection for Direct Trajectory Optimization and Costate Estimation.
IEEE CAA J. Autom. Sinica
Hossein Mirinejad, Tamer Inanc, Jacek M. Zurada
2020 — conf
3D U-Net for segmentation of pulmonary nodules in volumetric CT scans from multi-annotator truth estimation.
Computer-Aided Diagnosis
William Funke, Benjamin Veasey, Jacek M. Zurada, Hichem Frigui, Amir A. Amini
2020 — conf
A New Algorithm with a Line Search for Feedforward Neural Networks Training.
ICAISC (1)
Jaroslaw Bilski, Bartosz Kowalczyk, Jacek M. Zurada
2020 J jnl
A recalling-enhanced recurrent neural network: Conjugate gradient learning algorithm and its convergence analysis.
Inf. Sci.
Tao Gao, Xiaoling Gong, Kai Zhang, Feng Lin, Jian Wang, Tingwen Huang, Jacek M. Zurada
2020 — ed.
Artificial Intelligence and Soft Computing - 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2020 — ed.
Artificial Intelligence and Soft Computing - 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2020 J jnl
Editorial.
Intell. Decis. Technol.
D. Jude Hemanth, Jacek M. Zurada, Hemant P. Kasturiwale
2020 J jnl
Feature Selection for Neural Networks Using Group Lasso Regularization.
IEEE Trans. Knowl. Data Eng.
Huaqing Zhang, Jian Wang, Zhanquan Sun, Jacek M. Zurada, Nikhil R. Pal
2020 J jnl
Local Levenberg-Marquardt Algorithm for Learning Feedforwad Neural Networks.
J. Artif. Intell. Soft Comput. Res.
Jaroslaw Bilski, Bartosz Kowalczyk, Alina Marchlewska, Jacek M. Zurada
2019 — ed.
Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2019 — ed.
Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2019 Misc conf
Diversity Regularized Adversarial Deep Learning.
AIAI
Babajide O. Ayinde, Keishin Nishihama, Jacek M. Zurada
2019 J jnl
Diversity Regularized Adversarial Learning.
CoRR
Babajide O. Ayinde, Keishin Nishihama, Jacek M. Zurada
2019 B conf
On Correlation of Features Extracted by Deep Neural Networks.
IJCNN
Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada
2019 J jnl
On Correlation of Features Extracted by Deep Neural Networks.
CoRR
Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada
2019 J jnl
Redundant feature pruning for accelerated inference in deep neural networks.
Neural Networks
Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada
2019 J jnl
Regularizing Deep Neural Networks by Enhancing Diversity in Feature Extraction.
IEEE Trans. Neural Networks Learn. Syst.
Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada
2018 J jnl
A Novel Pruning Algorithm for Smoothing Feedforward Neural Networks Based on Group Lasso Method.
IEEE Trans. Neural Networks Learn. Syst.
Jian Wang, Chen Xu, Xifeng Yang, Jacek M. Zurada
2018 — ed.
Artificial Intelligence and Soft Computing - 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2018 — ed.
Artificial Intelligence and Soft Computing - 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2018 J jnl
Building Efficient ConvNets using Redundant Feature Pruning.
CoRR
Babajide O. Ayinde, Jacek M. Zurada
2018 J jnl
Deep Learning of Constrained Autoencoders for Enhanced Understanding of Data.
CoRR
Babajide O. Ayinde, Jacek M. Zurada
2018 J jnl
Deep Learning of Constrained Autoencoders for Enhanced Understanding of Data.
IEEE Trans. Neural Networks Learn. Syst.
Babajide O. Ayinde, Jacek M. Zurada
2018 — conf
Modeling the bursting behavior of the Hodgkin-Huxley neurons using genetic algorithm based parameter search.
ISSPIT
Saliya Kirigeeganage, Douglas J. Jackson, Jacek M. Zurada, John F. Naber
2018 J jnl
Smooth group
Neurocomputing
Feng Li, Jacek M. Zurada, Wei Wu
2018 J jnl
The convergence analysis of SpikeProp algorithm with smoothing L1∕2 regularization.
Neural Networks
Junhong Zhao, Jacek M. Zurada, Jie Yang, Wei Wu
2018 J jnl
Unknown Input Method Based Observer Synthesis for a Discrete Time Uncertain T-S Fuzzy System.
IEEE Trans. Fuzzy Syst.
Van-Phong Vu, Wen-June Wang, Jacek M. Zurada, Hsiang-Chieh Chen, Chih-Hui Chiu
2018 J jnl
Unknown Input-Based Observer Synthesis for a Polynomial T-S Fuzzy Model System With Uncertainties.
IEEE Trans. Fuzzy Syst.
Van-Phong Vu, Wen-June Wang, Hsiang-Chieh Chen, Jacek M. Zurada
2017 J jnl
An Evolutionary Transfer Reinforcement Learning Framework for Multiagent Systems.
IEEE Trans. Evol. Comput.
Yaqing Hou, Yew-Soon Ong, Liang Feng, Jacek M. Zurada
2017 — ed.
Artificial Intelligence and Soft Computing - 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2017 — ed.
Artificial Intelligence and Soft Computing - 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2017 J jnl
Convergence analyses on sparse feedforward neural networks via group lasso regularization.
Inf. Sci.
Jian Wang, Qingling Cai, Qingquan Chang, Jacek M. Zurada
2017 J jnl
Individualized drug dosing using RBF-Galerkin method: Case of anemia management in chronic kidney disease.
Comput. Methods Programs Biomed.
Hossein Mirinejad, Adam E. Gaweda, Michael E. Brier, Jacek M. Zurada, Tamer Inanc
2017 J jnl
Industry 4.0: A Special Section in IEEE Access.
IEEE Access
Shun-Feng Su, Imre J. Rudas, Jacek M. Zurada, Meng Joo Er, Jyh-Horng Chou, Daeil Kwon
2017 J jnl
Input Layer Regularization of Multilayer Feedforward Neural Networks.
IEEE Access
Feng Li, Jacek M. Zurada, Yan Liu, Wei Wu
2017 J jnl
Nonredundant sparse feature extraction using autoencoders with receptive fields clustering.
Neural Networks
Babajide O. Ayinde, Jacek M. Zurada
2017 — conf
Parallel Implementation of the Givens Rotations in the Neural Network Learning Algorithm.
ICAISC (1)
Jaroslaw Bilski, Bartosz Kowalczyk, Jacek M. Zurada
2016 J jnl
3-D Lung Segmentation by Incremental Constrained Nonnegative Matrix Factorization.
IEEE Trans. Biomed. Eng.
Ehsan Hosseini-Asl, Jacek M. Zurada, Georgy L. Gimel'farb, Ayman El-Baz
2016 — conf
A Conjugate Gradient-Based Efficient Algorithm for Training Single-Hidden-Layer Neural Networks.
ICONIP (4)
Xiaoling Gong, Jian Wang, Yanjiang Wang, Jacek M. Zurada
2016 — conf
Application of the Givens Rotations in the Neural Network Learning Algorithm.
ICAISC (1)
Jaroslaw Bilski, Bartosz Kowalczyk, Jacek M. Zurada
2016 — ed.
Artificial Intelligence and Soft Computing - 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2016 — ed.
Artificial Intelligence and Soft Computing - 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2016 J jnl
Boundedness and convergence analysis of weight elimination for cyclic training of neural networks.
Neural Networks
Jian Wang, Zhenyun Ye, Weifeng Gao, Jacek M. Zurada
2016 B conf
Clustering of receptive fields in Autoencoders.
IJCNN
Babajide O. Ayinde, Jacek M. Zurada
2016 J jnl
Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui
2016 J jnl
Deep Learning of Part-based Representation of Data Using Sparse Autoencoders with Nonnegativity Constraints.
CoRR
Ehsan Hosseini-Asl, Jacek M. Zurada, Olfa Nasraoui
2016 A* conf
Efficient Learning of Timeseries Shapelets.
AAAI
Lu Hou, James T. Kwok, Jacek M. Zurada
2016 J jnl
Infant Brain Extraction in T1-Weighted MR Images Using BET and Refinement Using LCDG and MGRF Models.
IEEE J. Biomed. Health Informatics
Amir Alansary, Marwa Ismail, Ahmed Soliman, Fahmi Khalifa, Matthew Nitzken, Ahmed Elnakib, Mahmoud Mostapha, Austin Black, Katie Stinebruner, Manuel F. Casanova, Jacek M. Zurada, Ayman El-Baz
2016 J jnl
Structured Sparse Convolutional Autoencoder.
CoRR
Ehsan Hosseini-Asl, Jacek M. Zurada
2016 — conf
Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning.
ICAISC (1)
Babajide O. Ayinde, Ehsan Hosseini-Asl, Jacek M. Zurada
2015 J jnl
A Survey on Artificial Intelligence-Based Modeling Techniques for High Speed Milling Processes.
IEEE Syst. J.
Amin Jahromi Torabi, Meng Joo Er, Xiang Li, Beng Siong Lim, Lianyin Zhai, Richard Jayadi Oentaryo, Oon Peen Gan, Jacek M. Zurada
2015 — ed.
Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2015 Misc ed.
Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-28, 2015, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2015 B conf
Automatic segmentation of pathological lung using incremental nonnegative matrix factorization.
ICIP
Ehsan Hosseini-Asl, Jacek M. Zurada, Ayman El-Baz
2015 J jnl
Individualized model discovery: The case of anemia patients.
Comput. Methods Programs Biomed.
Elom Akabua, Tamer Inanc, Adam E. Gaweda, Michael E. Brier, Seongho Kim, Jacek M. Zurada
2015 J jnl
Learning Understandable Neural Networks With Nonnegative Weight Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Jan Chorowski, Jacek M. Zurada
2015 J jnl
New stability condition for discrete-time fully coupled neural networks with multivalued neurons.
Neurocomputing
Wei Zhou, Jacek M. Zurada
2015 — conf
Parallel Approach to the Levenberg-Marquardt Learning Algorithm for Feedforward Neural Networks.
ICAISC (1)
Jaroslaw Bilski, Jacek Smolag, Jacek M. Zurada
2015 J jnl
Self-Organizing Neural Networks Integrating Domain Knowledge and Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
Teck-Hou Teng, Ah-Hwee Tan, Jacek M. Zurada
2014 B conf
A new stability condition for discrete time recurrent neural networks with complex-valued linear threshold neurons.
IJCNN
Wei Zhou, Jacek M. Zurada
2014 — ed.
Artificial Intelligence and Soft Computing - 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2014 — ed.
Artificial Intelligence and Soft Computing - 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2014 J jnl
Batch gradient method with smoothing L
Neural Networks
Wei Wu, Qin-wei Fan, Jacek M. Zurada, Jian Wang, Dakun Yang, Yan Liu
2014 — conf
Boundedness of Weight Elimination for BP Neural Networks.
ICAISC (1)
Jian Wang, Jacek M. Zurada, Yanjiang Wang, Jing Wang, Guofang Xie
2014 J jnl
Convergence of online gradient method for feedforward neural networks with smoothing L
Neurocomputing
Qin-wei Fan, Jacek M. Zurada, Wei Wu
2014 J jnl
Cross-Layer Design of Joint Beamforming and Random Network Coding in Wireless Multicast Networks.
IEEE Commun. Lett.
Bin Li, Hongxiang Li, Jacek M. Zurada
2014 B conf
Lung segmentation based on Nonnegative Matrix Factorization.
ICIP
Ehsan Hosseini-Asl, Jacek M. Zurada, Ayman El-Baz
2014 — conf
Nonnegative Matrix Factorization for Document Clustering: A Survey.
ICAISC (2)
Ehsan Hosseini-Asl, Jacek M. Zurada
2014 J jnl
Review and performance comparison of SVM- and ELM-based classifiers.
Neurocomputing
Jan Chorowski, Jian Wang, Jacek M. Zurada
2014 J jnl
Shape Analysis of the Human Brain: A Brief Survey.
IEEE J. Biomed. Health Informatics
Matthew J. Nitzken, Manuel F. Casanova, Georgy L. Gimel'farb, Tamer Inanc, Jacek M. Zurada, Ayman El-Baz
2014 B conf
Stability condition for discrete time multi-valued recurrent neural networks in asynchronous update mode.
IJCNN
Wei Zhou, Jacek M. Zurada
2013 — ed.
Artificial Intelligence and Soft Computing - 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2013 — ed.
Artificial Intelligence and Soft Computing - 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2013 C conf
Nonnegative Matrix Factorization and Its Application to Pattern Analysis and Text Mining.
FedCSIS
Jacek M. Zurada, Tolga Ensari, Ehsan Hosseini-Asl, Jan Chorowski
2012 J jnl
A Competitive Layer Model for Cellular Neural Networks.
Neural Networks
Wei Zhou, Jacek M. Zurada
2012 — ed.
Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2012 — ed.
Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2012 — conf
Computational Properties of Cyclic and Almost-Cyclic Learning with Momentum for Feedforward Neural Networks.
ISNN (1)
Jian Wang, Wei Wu, Jacek M. Zurada
2012 J jnl
Computational properties and convergence analysis of BPNN for cyclic and almost cyclic learning with penalty.
Neural Networks
Jian Wang, Wei Wu, Jacek M. Zurada
2012 — conf
Correntropy-Based Document Clustering via Nonnegative Matrix Factorization.
ICANN (2)
Tolga Ensari, Jan Chorowski, Jacek M. Zurada
2012 — conf
Obtaining Full Regularization Paths for Robust Sparse Coding with Applications to Face Recognition.
ICMLA (1)
Jan Chorowski, Jacek M. Zurada
2012 — conf
Occluded Face Recognition Using Correntropy-Based Nonnegative Matrix Factorization.
ICMLA (1)
Tolga Ensari, Jan Chorowski, Jacek M. Zurada
2012 — ed.
Swarm and Evolutionary Computation - International Symposia, SIDE 2012 and EC 2012, Held in Conjunction with ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012. Proceedings
ICAISC (SIDE-EC)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2011 B conf
Boundedness and convergence of MPN for cyclic and almost cyclic learning with penalty.
IJCNN
Jian Wang, Wei Wu, Jacek M. Zurada
2011 J jnl
Deterministic convergence of conjugate gradient method for feedforward neural networks.
Neurocomputing
Jian Wang, Wei Wu, Jacek M. Zurada
2011 J jnl
Extracting Rules From Neural Networks as Decision Diagrams.
IEEE Trans. Neural Networks
Jan Chorowski, Jacek M. Zurada
2011 J jnl
Guest Editorial White Box Nonlinear Prediction Models.
IEEE Trans. Neural Networks
Bart Baesens, David Martens, Rudy Setiono, Jacek M. Zurada
2011 — conf
Learning in a Time-Varying Environment by Making Use of the Stochastic Approximation and Orthogonal Series-Type Kernel Probabilistic Neural Network.
PPAM (1)
Jacek M. Zurada, Maciej Jaworski
2011 — conf
On the Cesaro Orthogonal Series-Type Kernel Probabilistic Neural Networks Handling Non-stationary Noise.
PPAM (1)
Piotr Duda, Jacek M. Zurada
2011 — conf
Top-Down Induction of Reduced Ordered Decision Diagrams from Neural Networks.
ICANN (2)
Jan Chorowski, Jacek M. Zurada
2011 J jnl
Toward Better Understanding of Protein Secondary Structure: Extracting Prediction Rules.
IEEE ACM Trans. Comput. Biol. Bioinform.
Minh Ngoc Nguyen, Jacek M. Zurada, Jagath C. Rajapakse
2011 — conf
Weak Convergence of the Recursive Parzen-Type Probabilistic Neural Network in a Non-stationary Environment.
PPAM (1)
Lena Pietruczuk, Jacek M. Zurada
2010 — ed.
Artifical Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2010 — ed.
Artificial Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2010 J jnl
Competitive Layer Model of Discrete-Time Recurrent Neural Networks with LT Neurons.
Neural Comput.
Wei Zhou, Jacek M. Zurada
2010 — conf
Estimating Soil Parameters Using the Kernel Function.
ICCSA (2)
Min-Jae Kang, Chang-Jin Boo, Ho-Chan Kim, Jacek M. Zurada
2010 B conf
Evolutionary approach to ICA-R.
IJCNN
Swathi Kavuri Sri, Jacek M. Zurada, Jagath C. Rajapakse
2010 J jnl
Guest EditorialIntelligent systems.
Int. J. Gen. Syst.
Kiril Tenekedjiev, Jacek M. Zurada
2010 J jnl
Identification of Full and Partial Class Relevant Genes.
IEEE ACM Trans. Comput. Biol. Bioinform.
Zexuan Zhu, Yew-Soon Ong, Jacek M. Zurada
2010 — conf
Intelligent E-Learning Systems for Evaluation of User's Knowledge and Skills with Efficient Information Processing.
ICAISC (2)
Wojciech Kacalak, Maciej Majewski, Jacek M. Zurada
2009 J jnl
A class of discrete time recurrent neural networks with multivalued neurons.
Neurocomputing
Wei Zhou, Jacek M. Zurada
2009 B conf
A class of discrete-time recurrent neural networks with multivalued neurons.
IJCNN
Wei Zhou, Jacek M. Zurada
2009 — conf
A comparative study of database reduction methods for case-based computer-aided detection systems: preliminary results.
Computer-Aided Diagnosis
Maciej A. Mazurowski, Jordan M. Malof, Jacek M. Zurada, Georgia D. Tourassi
2009 J jnl
Building virtual community in computational intelligence and machine learning [Research Frontier].
IEEE Comput. Intell. Mag.
Jacek M. Zurada, Maciej A. Mazurowski, Rommohan Ragade, Artur Abdullin, Janusz Wojtusiak, James E. Gentle
2009 J jnl
Discrete-Time Recurrent Neural Networks With Complex-Valued Linear Threshold Neurons.
IEEE Trans. Circuits Syst. II Express Briefs
Wei Zhou, Jacek M. Zurada
2009 — conf
Evolutionary Optimization of Number of Gates in PLA Circuits Implemented in VLSI Circuits.
EvoWorkshops
Adam Slowik, Jacek M. Zurada
2009 J jnl
Normalized Mutual Information Feature Selection.
IEEE Trans. Neural Networks
Pablo A. Estévez, Michel Tesmer, Claudio A. Perez, Jacek M. Zurada
2008 Misc ed.
Artificial Intelligence and Soft Computing - ICAISC 2008, 9th International Conference, Zakopane, Poland, June 22-26, 2008, Proceedings
ICAISC
Leszek Rutkowski, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2008 J jnl
Blur Identification by Multilayer Neural Network Based on Multivalued Neurons.
IEEE Trans. Neural Networks
Igor N. Aizenberg, Dmitriy Paliy, Jacek M. Zurada, Jaakko Astola
2008 — conf
Case-Specific Reliability Assessment for Improved False Positive Reduction with an Information-Theoretic CAD System.
Digital Mammography / IWDM
Piotr A. Habas, Jacek M. Zurada, Georgia D. Tourassi
2008 — ed.
Computational Intelligence: Research Frontiers, IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, Plenary/Invited Lectures
WCCI
Jacek M. Zurada, Gary G. Yen, Jun Wang
2008 B conf
Computational intelligence virtual community: Framework and implementation issues.
IJCNN
Jacek M. Zurada, Janusz Wojtusiak, Fahmida Chowdhury, James E. Gentle, Cedric J. Jeannot, Maciej A. Mazurowski
2008 — conf
Database decomposition of a knowledge-based CAD system in mammography: an ensemble approach to improve detection.
Computer-Aided Diagnosis
Maciej A. Mazurowski, Jacek M. Zurada, Georgia D. Tourassi
2008 C conf
Extracting decision rules in prediction of protein secondary structure.
BIBE
Minh Ngoc Nguyen, Jacek M. Zurada, Jagath C. Rajapakse
2008 B conf
HieNet architecture using the K-Iterations Fast Learning artificial Neural Networks.
IJCNN
L. P. Tay, Jacek M. Zurada, Lai-Ping Wong
2008 J jnl
Newly elected AdCom Members-Class of 2010 [Society Briefs].
IEEE Comput. Intell. Mag.
Jacek M. Zurada
2008 — conf
Reliability Assessment of Ensemble Classifiers: Application in Mammography.
Digital Mammography / IWDM
Maciej A. Mazurowski, Jacek M. Zurada, Georgia D. Tourassi
2008 J jnl
Sentence recognition using artificial neural networks.
Knowl. Based Syst.
Maciej Majewski, Jacek M. Zurada
2008 J jnl
Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance.
Neural Networks
Maciej A. Mazurowski, Piotr A. Habas, Jacek M. Zurada, Joseph Y. Lo, Jay A. Baker, Georgia D. Tourassi
2007 J jnl
A Class of Single-Class Minimax Probability Machines for Novelty Detection.
IEEE Trans. Neural Networks
James T. Kwok, Ivor Wai-Hung Tsang, Jacek M. Zurada
2007 B conf
Adaptive Prediction of Patient Response to Erythropoietin using Neural Network Ensemble.
IJCNN
Adam E. Gaweda, Mehmet Kerem Müezzinoglu, Jacek M. Zurada, Michael E. Brier
2007 J jnl
Adaptive neural network control of uncertain nonlinear systems with nonsmooth actuator nonlinearities.
Neurocomputing
Jing Zhou, Meng Joo Er, Jacek M. Zurada
2007 B conf
Case-base reduction for a computer assisted breast cancer detection system using genetic algorithms.
IEEE Congress on Evolutionary Computation
Maciej A. Mazurowski, Piotr A. Habas, Georgia D. Tourassi, Jacek M. Zurada
2007 J jnl
Cellular Neural Networks With Transient Chaos.
IEEE Trans. Circuits Syst. II Express Briefs
Lipo Wang, Wen Liu, Haixiang Shi, Jacek M. Zurada
2007 — conf
Differences in Input Space Stability Between Using the Inverted Output of Amplifier and Negative Conductance for Inhibitory Synapse.
ISNN (1)
Min-Jae Kang, Ho-Chan Kim, Wang-Cheol Song, Junghoon Lee, Hee-Sang Ko, Jacek M. Zurada
2007 J jnl
Estimation of the Dynamic Spinal Forces Using a Recurrent Fuzzy Neural Network.
IEEE Trans. Syst. Man Cybern. Part B
Yanfeng Hou, Jacek M. Zurada, Waldemar Karwowski, William S. Marras, Kermit G. Davis
2007 Misc conf
Fully Coupled and Feedforward Neural Networks with Complex-Valued Neurons.
IDC
Jacek M. Zurada, Igor N. Aizenberg
2007 J jnl
Identification of Key Variables Using Fuzzy Average With Fuzzy Cluster Distribution.
IEEE Trans. Fuzzy Syst.
Yanfeng Hou, Jacek M. Zurada, Waldemar Karwowski, William S. Marras, Kermit G. Davis
2007 B conf
Impact of Low Class Prevalence on the Performance Evaluation of Neural Network Based Classifiers: Experimental Study in the Context of Computer-Assisted Medical Diagnosis.
IJCNN
Maciej A. Mazurowski, Piotr A. Habas, Georgia D. Tourassi, Jacek M. Zurada
2007 C conf
Neural Networks with Complex-Valued Neurons for Recurrent and Feedforward Architectures.
ICMLA
Jacek M. Zurada
2007 — conf
Particle swarm optimization of neural network CAD systems with clinically relevant objectives.
Computer-Aided Diagnosis
Piotr A. Habas, Jacek M. Zurada, Adel Said Elmaghraby, Georgia D. Tourassi
2007 — conf
Solving Multi-agent Control Problems Using Particle Swarm Optimization.
SIS
Maciej A. Mazurowski, Jacek M. Zurada
2007 — conf
Solving Selected Classification Problems in Bioinformatics Using Multilayer Neural Network Based on Multi-Valued Neurons (MLMVN).
ICANN (1)
Igor N. Aizenberg, Jacek M. Zurada
2007 B conf
Solving decentralized multi-agent control problems with genetic algorithms.
IEEE Congress on Evolutionary Computation
Maciej A. Mazurowski, Jacek M. Zurada
2007 J jnl
The Hierarchical Fast Learning Artificial Neural Network (HieFLANN) - An Autonomous Platform for Hierarchical Neural Network Construction.
IEEE Trans. Neural Networks
Alex Leng Phuan Tay, Jacek M. Zurada, Lai-Ping Wong, Jian Xu
2007 B conf
Window Merge Neural Gas for Processing Pattern Sequences.
IJCNN
Pablo A. Estévez, Ricardo Zilleruelo-Ramos, Jacek M. Zurada
2006 — ed.
Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part I
ISNN (1)
Jun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin
2006 — ed.
Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part II
ISNN (2)
Jun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin
2006 — ed.
Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part III
ISNN (3)
Jun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin
2006 Misc ed.
Artificial Intelligence and Soft Computing - ICAISC 2006, 8th International Conference, Zakopane, Poland, June 25-29, 2006, Proceedings
ICAISC
Leszek Rutkowski, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2006 Misc conf
Chaotic Cellular Neural Networks with Negative Self-feedback.
ICAISC
Wen Liu, Haixiang Shi, Lipo Wang, Jacek M. Zurada
2006 B conf
Confidence-based stratification of CAD recommendations with application to breast cancer detection.
Image Processing
Piotr A. Habas, Jacek M. Zurada, Adel Said Elmaghraby, Georgia D. Tourassi
2006 — conf
Convergence Analysis of Continuous-Time Neural Networks.
ISNN (1)
Min-Jae Kang, Ho-Chan Kim, Farrukh Aslam Khan, Wang-Cheol Song, Jacek M. Zurada
2006 J jnl
Generalized Core Vector Machines.
IEEE Trans. Neural Networks
Ivor Wai-Hung Tsang, James Tin-Yau Kwok, Jacek M. Zurada
2006 B conf
Identification of Low Back Injury from EMG Signals using a Neural Network Model.
IJCNN
Yanfeng Hou, Jacek M. Zurada, Waldemar Karwowski, William S. Marras
2006 — conf
Probabilistic Framework for Reliability Analysis of Information-Theoretic CAD Systems in Mammography.
EMBC
Piotr A. Habas, Jacek M. Zurada, Adel Said Elmaghraby, Georgia D. Tourassi
2006 J jnl
RBF-based neurodynamic nearest neighbor classification in real pattern space.
Pattern Recognit.
Mehmet K. Muezzinoglu, Jacek M. Zurada
2005 — conf
A Hybrid Neuro-fuzzy Approach for Spinal Force Evaluation in Manual Materials Handling Tasks.
ICNC (3)
Yanfeng Hou, Jacek M. Zurada, Waldemar Karwowski, William S. Marras
2005 B conf
A fully approach for key variables identification of EMG evaluation signal.
IJCNN
Yanfeng Hou, Jacek M. Zurada, Waldemar Karwowski, William M. Marras
2005 B conf
A novel technique for assessing the case-specific reliability of decisions made by CAD tools.
Image Processing
Piotr A. Habas, Georgia D. Tourassi, Nevine H. Eltonsy, Adel Said Elmaghraby, Jacek M. Zurada
2005 J jnl
An energy function-based design method for discrete hopfield associative memory with attractive fixed points.
IEEE Trans. Neural Networks
Mehmet Kerem Müezzinoglu, Cüneyt Güzelis, Jacek M. Zurada
2005 C conf
Incorporating prior knowledge into Q-learning for drug delivery individualization.
ICMLA
Adam E. Gaweda, Mehmet Kerem Müezzinoglu, George R. Aronoff, Alfred A. Jacobs, Jacek M. Zurada, Michael E. Brier
2005 J jnl
Individualization of pharmacological anemia management using reinforcement learning.
Neural Networks
Adam E. Gaweda, Mehmet K. Muezzinoglu, George R. Aronoff, Alfred A. Jacobs, Jacek M. Zurada, Michael E. Brier
2005 B conf
Reinforcement learning approach to individualization of chronic pharmacotherapy.
IJCNN
Adam E. Gaweda, Mehmet K. Muezzinoglu, George R. Aronoff, Alfred A. Jacobs, Jacek M. Zurada, Michael E. Brier
2004 J jnl
An Approach to Multimodal Biomedical Image Registration Utilizing Particle Swarm Optimization.
IEEE Trans. Evol. Comput.
Mark P. Wachowiak, Renata Smolíkova, Yufeng Zheng, Jacek M. Zurada, Adel Said Elmaghraby
2004 J jnl
An information-theoretic approach to estimating ultrasound backscatter characteristics.
Comput. Biol. Medicine
Renata Smolíkova, Mark P. Wachowiak, Jacek M. Zurada
2004 Misc conf
Application of Rough Sets and Neural Networks to Forecasting University Facility and Administrative Cost Recovery.
ICAISC
Tomasz G. Smolinski, Darrel L. Chenoweth, Jacek M. Zurada
2004 J jnl
Bifurcating neuron: computation and learning.
Neural Networks
Mykola Lysetskiy, Jacek M. Zurada
2004 Misc conf
Blind Signal Separation and Extraction: Recent Trends, Future Perspectives, and Applications.
ICAISC
Andrzej Cichocki, Jacek M. Zurada
2004 J jnl
Computational intelligence methods for rule-based data understanding.
Proc. IEEE
Wlodzislaw Duch, Rudy Setiono, Jacek M. Zurada
2004 J jnl
Editorial IEEE Transactions on Neural Networks: Editorial Report and Passing the Baton Jacek M. Zurada (left) and Marios M. Polycarpou.
IEEE Trans. Neural Networks
Jacek M. Zurada, Marios M. Polycarpou
2004 Misc conf
Hybridization of Blind Source Separation and Rough Sets for Proteomic Biomarker Indentification.
ICAISC
Grzegorz M. Boratyn, Tomasz G. Smolinski, Jacek M. Zurada, Mariofanna G. Milanova, Sudeepa Bhattacharyya, Larry J. Suva
2004 B conf
Prediction of EMG signals of trunk muscles in manual lifting using a neural network model.
IJCNN
Yanfeng Hou, Jacek M. Zurada, Waldemar Karwowski
2004 C conf
Prediction of dynamic forces on lumbar joint using a recurrent neural network model.
ICMLA
Yanfeng Jou, Jacek M. Zurada, Waldemar Karwowski
2004 B conf
President's Welcome.
IJCNN
Jacek M. Zurada
2004 B conf
Projection-based gradient descent training of radial basis function networks.
IJCNN
Mehmet Kerem Müezzinoglu, Jacek M. Zurada
2004 J jnl
Signal Processing with temporal sequences in olfactory systems.
IEEE Trans. Neural Networks
Andrzej Lozowski, Mykola Lysetskiy, Jacek M. Zurada
2004 — conf
Topography-Enhanced BMU Search in Self-Organizing Maps.
ISNN (2)
James S. Kirk, Jacek M. Zurada
2003 B conf
A new design method for complex-valued multistate hopfield associative memory.
IJCNN
Mehmet Kerem Müezzinoglu, Cüneyt Güzelis, Jacek M. Zurada
2003 J jnl
A new design method for the complex-valued multistate Hopfield associative memory.
IEEE Trans. Neural Networks
Mehmet Kerem Müezzinoglu, Cüneyt Güzelis, Jacek M. Zurada
2003 B conf
Artificial neural network-based pharmacodynamic population analysis in chronic renal failure.
IJCNN
Adam E. Gaweda, Alfred A. Jacobs, Michael E. Brier, Jacek M. Zurada
2003 J jnl
Data-driven linguistic modeling using relational fuzzy rules.
IEEE Trans. Fuzzy Syst.
Adam E. Gaweda, Jacek M. Zurada
2003 J jnl
Pharmacodynamic population analysis in chronic renal failure using artificial neural networks - a comparative study.
Neural Networks
Adam E. Gaweda, Alfred A. Jacobs, Michael E. Brier, Jacek M. Zurada
2003 — conf
Scoring-Based Analysis of Protein Patterns for Identification of Myeloma Cancer.
METMBS
Grzegorz M. Boratyn, Tomasz G. Smolinski, Mariofanna G. Milanova, Jacek M. Zurada, Sudeepa Bhattacharyya, Larry J. Suva
2003 Misc conf
Systolic Architectures for Soft Computing Algorithms.
PPAM
Jaroslaw Bilski, Jacek Smolag, Jacek M. Zurada
2003 — conf
Time Series Prediction using Rough Sets and Neural Networks Hybrid Approach.
Neural Networks and Computational Intelligence
Tomasz G. Smolinski, Darrel L. Chenoweth, Jacek M. Zurada
2002 J jnl
Editorial - year 2002: submission options streamlined.
IEEE Trans. Neural Networks
Jacek M. Zurada
2002 B conf
Efficient data-driven modeling with fuzzy relational rule network.
FUZZ-IEEE
Adam E. Gaweda, Jacek M. Zurada, Peter B. Aronhime
2002 J jnl
Estimation of K distribution parameters using neural networks.
IEEE Trans. Biomed. Eng.
Mark P. Wachowiak, Renata Smolíkova, Jacek M. Zurada, Adel Said Elmaghraby
2002 — conf
Evolutionary Algorithms and Rough Sets-Based Hybrid Approach to Classificatory Decomposition of Cortical Evoked Potentials.
Rough Sets and Current Trends in Computing
Tomasz G. Smolinski, Grzegorz M. Boratyn, Mariofanna G. Milanova, Jacek M. Zurada, Andrzej Wróbel
2002 J jnl
Extraction of rules from artificial neural networks for nonlinear regression.
IEEE Trans. Neural Networks
Rudy Setiono, Wee Kheng Leow, Jacek M. Zurada
2002 — conf
Future Challenges in Soft Computing: Theory? Computational Paradigms? Applications?
FSKD
Jacek M. Zurada
2002 J jnl
Invariant Recognition of Spatio Temporal Patterns in The Olfactory System Model.
Neural Process. Lett.
Mykola Lysetskiy, Andrzej Lozowski, Jacek M. Zurada
2002 — conf
Sparse Correlation Kernel Analysis and Evolutionary Algorithm-Based Modeling of the Sensory Activity within the Rat's Barrel Cortex.
SVM
Mariofanna G. Milanova, Tomasz G. Smolinski, Grzegorz M. Boratyn, Jacek M. Zurada, Andrzej Wróbel
2002 J jnl
Temporal-to-spatial dynamic mapping, flexible recognition, and temporal correlations in an olfactory cortex model.
Biol. Cybern.
Mykola Lysetskiy, Andrzej Lozowski, Jacek M. Zurada
2001 J jnl
Bi-directional computing architecture for time series prediction.
Neural Networks
Hiroshi Wakuya, Jacek M. Zurada
2001 B conf
Data-driven Design of Fuzzy System With Rational Input Partition.
FUZZ-IEEE
Adam E. Gaweda, Jacek M. Zurada
2001 B conf
Input Selection in Data-Driven Fuzzy Modelling.
FUZZ-IEEE
Adam E. Gaweda, Jacek M. Zurada, Rudy Setiono
2001 J jnl
Nonlinear blind source separation using a radial basis function network.
IEEE Trans. Neural Networks
Ying Tan, Jun Wang, Jacek M. Zurada
2000 J jnl
Blind extraction of singularly mixed source signals.
IEEE Trans. Neural Networks Learn. Syst.
Yuanqing Li, Jun Wang, Jacek M. Zurada
2000 C conf
Classification and Estimation of Ultrasound Speckle Noise with Neural Networks.
BIBE
Mark P. Wachowiak, Adel Said Elmaghraby, Renata Smolíkova, Jacek M. Zurada
2000 — conf
Fuzzy Neural Network with Relational Fuzzy Rules.
IJCNN (5)
Adam E. Gaweda, Jacek M. Zurada
2000 — conf
Neural Networks: Binary Monotonic and Multiple-Valued.
ISMVL
Jacek M. Zurada
2000 — conf
Time Series Prediction by a Neural Network Model Based on the Bi-Directional Computation Style.
IJCNN (2)
Hiroshi Wakuya, Jacek M. Zurada
1999 B conf
Application of self-organizing network and MLP for fuzzy rule extraction.
IJCNN
Adam E. Gaweda, Jacek M. Zurada
1999 B conf
Hamiltonian vector field for the Lorenz invariant set.
IJCNN
Andrzej Lozowski, Rafal Komendarczyk, Jacek M. Zurada
1999 B conf
Therapeutic drug dosing prediction using adaptive models and artificial neural networks.
IJCNN
Peter Lada, Michael E. Brier, Jacek M. Zurada
1998 J jnl
A Neural Network Controller for Optimal Temperature Control of Household Refrigerators.
Intell. Autom. Soft Comput.
Kenton Graviss, Jacek M. Zurada
1998 J jnl
A dynamical system perspective of structural learning with forgetting.
IEEE Trans. Neural Networks
Damon A. Miller, Jacek M. Zurada
1998 B conf
From Chaos to Organization: Neurodynamics of 2D Active Medium.
ICONIP
Jacek M. Zurada
1998 J jnl
Neural Networks And Hybrid Intelligent Models: Foundations, Theory, And Applications.
IEEE Trans. Neural Networks
C. Lee Giles, R. Sun, Jacek M. Zurada
1997 — conf
Dynamics of structural learning with an adaptive forgetting rate.
ICNN
Damon A. Miller, Jacek M. Zurada
1997 — conf
Inverse mapping of continuous functions using feedforward neural networks.
ICNN
Hatem M. Deif, Jacek M. Zurada
1997 J jnl
Perturbation method for deleting redundant inputs of perceptron networks.
Neurocomputing
Jacek M. Zurada, Aleksander Malinowski, Shiro Usui
1997 — conf
Sequential network construction for time series prediction.
ICNN
Tomasz J. Cholewo, Jacek M. Zurada
1997 — conf
Yield improvement for GaAs IC manufacturing using neural network inverse modeling.
ICNN
Jacek M. Zurada, Andrzej Lozowski, Aleksander Malinowski
1996 J jnl
Complex-valued multistate neural associative memory.
IEEE Trans. Neural Networks
Stanislaw Jankowski, Andrzej Lozowski, Jacek M. Zurada
1996 J jnl
Generalized Hopfield networks for associative memories with multi-valued stable states.
Neurocomputing
Jacek M. Zurada, Ian Cloete, Etienne van der Poel
1996 — conf
Pruning via Dynamic Adaptation of the Forgetting Rate in Structural Learning.
ICNN
Damon A. Miller, Jacek M. Zurada, John H. Lilly
1996 — conf
Reduction of neural network models for identification and control of nonlinear systems.
ICNN
Aleksander Malinowski, Damon A. Miller, Jacek M. Zurada
1995 Misc conf
Automatic Scaling using Gamma Learning for Feedforward Neural Networks.
IWANN
Andries P. Engelbrecht, Ian Cloete, Jaco Geldenhuys, Jacek M. Zurada
1995 C conf
Capabilities and Limitations of Feedforward Neural Networks with Multilevel Neurons.
ISCAS
Aleksander Malinowski, Tomasz J. Cholewo, Jacek M. Zurada
1995 C conf
Convergence Suppression and Divergence Facilitation: New Approach to Prune Hidden Layer and Weights of Feedforward Neural Networks.
ISCAS
Syozo Yasui, Aleksander Malinowski, Jacek M. Zurada
1995 Misc conf
Determining the Significance of Input Parameters using Sensitivity Analysis.
IWANN
Andries P. Engelbrecht, Ian Cloete, Jacek M. Zurada
1995 C conf
Feedforward Neural Networks for Estimating IC Parametric Yield and Device Characterization.
ISCAS
Gregory L. Creech, Jacek M. Zurada, Peter B. Aronhime
1995 — conf
Inverse control of nonlinear systems using neural network observer and inverse mapping approach.
ICNN
Aleksander Malinowski, Jacek M. Zurada, John H. Lilly
1995 C conf
Multivalued Neural Associative Memory.
ISCAS
Stanislaw Jankowski, Andrzej Lozowski, Jacek M. Zurada
1995 — conf
On Performance Measures of Artificial Neural Networks Trained by Structural Learning with Forgetting.
ANNES
Robert Kozma, Masaharu Kitamura, Aleksander Malinowski, Jacek M. Zurada
1994 C conf
Current-Mode Network Transformations.
ISCAS
Mehul Desai, Peter B. Aronhime, Jacek M. Zurada
1994 C conf
Minimal Training Set Size Estimation for Neural Network-Based Function Approximation.
ISCAS
Aleksander Malinowski, Jacek M. Zurada, Peter B. Aronhime
1994 C conf
Sensitivity Analysis for Minimization of Input Data Dimension for Feedforward Neural Network.
ISCAS
Jacek M. Zurada, Aleksander Malinowski, Ian Cloete
1993 — conf
Lambda learning rule for feedforward neural networks.
ICNN
Jacek M. Zurada
1993 C conf
Modified Hebbian learning rule for single layer learning.
ISCAS
Jacek M. Zurada, Aleksander Malinowski, P. Przestrzelski
1990 J jnl
Sufficient condition for convergence of a relaxation algorithm in actual single-layer neural networks.
IEEE Trans. Neural Networks
Jacek M. Zurada, Weigong Shen