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1,379 results on '"Hu, Zhengbing"'

1. Clustering Students According to their Academic Achievement Using Fuzzy Logic

Author

Balovsyak, Serhiy, Derevyanchuk, Oleksandr, Kravchenko, Hanna, Ushenko, Yuriy, and Hu, Zhengbing

Subjects
Computer Science - Computers and Society, Computer Science - Artificial Intelligence
Abstract

The software for clustering students according to their educational achievements using fuzzy logic was developed in Python using the Google Colab cloud service. In the process of analyzing educational data, the problems of Data Mining are solved, since only some characteristics of the educational process are obtained from a large sample of data. Data clustering was performed using the classic K-Means method, which is characterized by simplicity and high speed. Cluster analysis was performed in the space of two features using the machine learning library scikit-learn (Python). The obtained clusters are described by fuzzy triangular membership functions, which allowed to correctly determine the membership of each student to a certain cluster. Creation of fuzzy membership functions is done using the scikit-fuzzy library. The development of fuzzy functions of objects belonging to clusters is also useful for educational purposes, as it allows a better understanding of the principles of using fuzzy logic. As a result of processing test educational data using the developed software, correct results were obtained. It is shown that the use of fuzzy membership functions makes it possible to correctly determine the belonging of students to certain clusters, even if such clusters are not clearly separated. Due to this, it is possible to more accurately determine the recommended level of difficulty of tasks for each student, depending on his previous evaluations., Comment: 13 pages,9 figures,ijmecs

Published
2023
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3. Information Analysis of Polarization-Holographic Mapping of Microscopic Images of Biological Samples of Tumors of the Prostate and Polycrystalline Blood Films in the Differential Diagnosis of the Severity of Pathological Conditions

Author

Hu, Zhengbing, Ushenko, Yuriy A., Soltys, Iryna V., Dubolazov, Oleksandr V., Gorsky, M. P., Olar, Oleksandr V., Trifonyuk, Liliya Yu., Hu, Zhengbing, Ushenko, Yuriy A., Soltys, Iryna V., Dubolazov, Oleksandr V., Gorsky, M. P., Olar, Oleksandr V., and Trifonyuk, Liliya Yu.

Published
2024
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4. Polarization-Interference Mapping of Microscopic Images of Biological Layers and Polycrystalline Blood Films in the Differential Diagnosis of Benign and Malignant Tumors of the Prostate

Author

Hu, Zhengbing, Ushenko, Yuriy A., Soltys, Iryna V., Dubolazov, Oleksandr V., Gorsky, M. P., Olar, Oleksandr V., Trifonyuk, Liliya Yu., Hu, Zhengbing, Ushenko, Yuriy A., Soltys, Iryna V., Dubolazov, Oleksandr V., Gorsky, M. P., Olar, Oleksandr V., and Trifonyuk, Liliya Yu.

Published
2024
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8. Information Analysis of Polarization-Holographic Mapping of Microscopic Images of Biological Samples of Tumors of the Prostate and Polycrystalline Blood Films in the Differential Diagnosis of the Severity of Pathological Conditions

Author

Hu, Zhengbing, primary, Ushenko, Yuriy A., additional, Soltys, Iryna V., additional, Dubolazov, Oleksandr V., additional, Gorsky, M. P., additional, Olar, Oleksandr V., additional, and Trifonyuk, Liliya Yu., additional

Published
2024
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23. Comparative Analysis of Inductive Density Clustering Algorithms Meanshift and DBSCAN

Author

Hu, Zhengbing, Lurie, Irina, Tyshchenko, Oleksii K., Savina, Nataliia, Lytvynenko, Volodymyr, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Wang, Bo, editor, Petoukhov, Sergey, editor, and He, Matthew, editor

Published
2021
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24. Collaboration Based Simulation Model for Predicting Students’ Performance in Blended Learning

Author

Hu, Zhengbing, Su, Jun, Koroliuk, Yurii, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, Dychka, Ivan, editor, and He, Matthew, editor

Published
2021
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25. The Possibilistic Gustafson-Kessel Fuzzy Clustering Procedure for Online Data Processing

Author

Hu, Zhengbing, Tyshchenko, Oleksii K., Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, Dychka, Ivan, editor, and He, Matthew, editor

Published
2021
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26. Two-Layer Perceptron for Voice Recognition of Speaker’s Identity

Author

Hu, Zhengbing, Tereikovskyi, Ihor, Korystin, Oleksandr, Mihaylenko, Victor, Tereikovska, Liudmyla, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, Dychka, Ivan, editor, and He, Matthew, editor

Published
2021
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27. Deduplication Method for Ukrainian Last Names, Medicinal Names, and Toponyms Based on Metaphone Phonetic Algorithm

Author

Hu, Zhengbing, Buriachok, V., Sokolov, V., Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, Dychka, Ivan, editor, and He, Matthew, editor

Published
2021
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28. An Approach to Online Fuzzy Clustering Based on the Mahalanobis Distance Measure

Author

Hu, Zhengbing, Tyshchenko, Oleksii K., Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, and He, Matthew, editor

Published
2020
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29. A Hierarchical Fuzzy Model for Assessing Student’s Competency

Author

Hu, Zhengbing, Koroliuk, Yurii, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, and He, Matthew, editor

Published
2020
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30. Effect of the Noise on Generalized Peres Gate Operation

Author

Yuriychuk, I. M., Hu, Zhengbing, Deibuk, V. G., Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, Dychka, Ivan, editor, and He, Matthew, editor

Published
2020
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31. Applying Recurrent Neural Network for Passenger Traffic Forecasting

Author

Hu, Zhengbing, Dychka, Ivan, Oleshchenko, Liubov, Kukharyev, Sergiy, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, Dychka, Ivan, editor, and He, Matthew, editor

Published
2020
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32. Applying Wavelet Transforms for Web Server Load Forecasting

Author

Hu, Zhengbing, Tereikovskyi, Ihor, Tereikovska, Liudmyla, Tsiutsiura, Mikola, Radchenko, Kostiantyn, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, Dychka, Ivan, editor, and He, Matthew, editor

Published
2020
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33. Fuzzy Clustering Data Given on the Ordinal Scale Based on Membership and Likelihood Functions Sharing

Author

Hu, Zhengbing, Bodyanskiy, Yevgeniy V., Tyshchenko, Oleksii K., and Samitova, Viktoriia O.

Subjects
Computer Science - Learning
Abstract

A task of clustering data given in the ordinal scale under conditions of overlapping clusters has been considered. It's proposed to use an approach based on memberhsip and likelihood functions sharing. A number of performed experiments proved effectiveness of the proposed method. The proposed method is characterized by robustness to outliers due to a way of ordering values while constructing membership functions., Comment: International Journal of Intelligent Systems and Applications(IJISA), Vol. 9, No. 2, February 2017

Published
2017
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34. Fuzzy Clustering Data Given in the Ordinal Scale

Author

Hu, Zhengbing, Bodyanskiy, Yevgeniy V., Tyshchenko, Oleksii K., and Samitova, Viktoriia O.

Subjects
Computer Science - Artificial Intelligence
Abstract

A fuzzy clustering algorithm for multidimensional data is proposed in this article. The data is described by vectors whose components are linguistic variables defined in an ordinal scale. The obtained results confirm the efficiency of the proposed approach.

Published
2017
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36. Triply Stochastic Cubes Associated with Genetic Code Numerical Mappings

Author

He, Matthew, Hu, Zhengbing, Petoukhov, Sergey, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, Dychka, Ivan, editor, and He, Matthew, editor

Published
2019
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37. Optimization of Convolutional Neural Network Structure for Biometric Authentication by Face Geometry

Author

Hu, Zhengbing, Tereykovskiy, Igor, Zorin, Yury, Tereykovska, Lyudmila, Zhibek, Alibiyeva, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, Dychka, Ivan, editor, and He, Matthew, editor

Published
2019
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38. Self-learning Procedures for a Kernel Fuzzy Clustering System

Author

Hu, Zhengbing, Bodyanskiy, Yevgeniy, Tyshchenko, Oleksii K., Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, Dychka, Ivan, editor, and He, Matthew, editor

Published
2019
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39. Method of Searching Birationally Equivalent Edwards Curves Over Binary Fields

Author

Hu, Zhengbing, Gnatyuk, Sergiy, Kovtun, Maria, Seilova, Nurgul, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hu, Zhengbing, editor, Petoukhov, Sergey, editor, Dychka, Ivan, editor, and He, Matthew, editor

Published
2019
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40. An Ensemble of Adaptive Neuro-Fuzzy Kohonen Networks for Online Data Stream Fuzzy Clustering

Author

Hu, Zhengbing, Bodyanskiy, Yevgeniy V., Tyshchenko, Oleksii K., and Boiko, Olena O.

Subjects
Computer Science - Artificial Intelligence
Abstract

A new approach to data stream clustering with the help of an ensemble of adaptive neuro-fuzzy systems is proposed. The proposed ensemble is formed with adaptive neuro-fuzzy self-organizing Kohonen maps in a parallel processing mode. A final result is chosen by the best neuro-fuzzy self-organizing Kohonen map.

Published
2016

41. Adaptive Forecasting of Non-Stationary Nonlinear Time Series Based on the Evolving Weighted Neuro-Neo-Fuzzy-ANARX-Model

Author

Hu, Zhengbing, Bodyanskiy, Yevgeniy V., Tyshchenko, Oleksii K., and Boiko, Olena O.

Subjects
Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing
Abstract

An evolving weighted neuro-neo-fuzzy-ANARX model and its learning procedures are introduced in the article. This system is basically used for time series forecasting. This system may be considered as a pool of elements that process data in a parallel manner. The proposed evolving system may provide online processing data streams.

Published
2016

42. An Evolving Cascade System Based on A Set Of Neo Fuzzy Nodes

Author

Hu, Zhengbing, Bodyanskiy, Yevgeniy V., Tyshchenko, Oleksii K., and Boiko, Olena O.

Subjects
Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing
Abstract

Neo-fuzzy elements are used as nodes for an evolving cascade system. The proposed system can tune both its parameters and architecture in an online mode. It can be used for solving a wide range of Data Mining tasks (namely time series forecasting). The evolving cascade system with neo-fuzzy nodes can process rather large data sets with high speed and effectiveness.

Published
2016

49. Optical Sensor System for 3D Jones Matrix Reconstruction of Optical Anisotropy Maps of Self-Assembled Polycrystalline Soft Matter Films

Author

Wójcik, Waldemar, primary, Hu, Zhengbing, additional, Ushenko, Yuriy, additional, Smolarz, Andrzej, additional, Soltys, Iryna, additional, Dubolazov, Oleksander, additional, Ushenko, Oleksander, additional, Litvinenko, Olexandra, additional, Mikirin, Ivan, additional, Gordey, Ivan, additional, Pavlyukovich, Oleksandr, additional, Pavlov, Sergii, additional, Pavlyukovich, Natalia, additional, Amirgaliyeva, Saltanat, additional, Kalizhanova, Aliya, additional, and Aitkulov, Zhalau, additional

Published
2024
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