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4. Pullulan-Based Films

Author

Islam, Md. Nahidul, Ali, Md. Aslam, Ahiduzzaman, Md., Arifur Rahman Khan, Md., Azam, Md. Shofiul, Amin, Tawheed, editor, Naik, H. R., editor, Hussain, Syed Zameer, editor, and Wani, Sajad Mohd, editor

Published
2024
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5. EEG and EMG-Based Multimodal Driver Drowsiness Detection: A CWT and Improved VGG-16 Pipeline

Author

Rashid, Mamunur, Mustafa, Mahfuzah, Sulaiman, Norizam, Islam, Md Nahidul, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Haddar, Mohamed, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Kwon, Young W., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Hassan, Mohd Hasnun Arif, editor, Omar, Mohd Nadzeri, editor, Johari, Nasrul Hadi, editor, and Zhong, Yongmin, editor

Published
2024
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17. toon2real: Translating Cartoon Images to Realistic Images

Author

Sultan, K. M. Arefeen, Jubair, Mohammad Imrul, Islam, MD. Nahidul, and Khan, Sayed Hossain

Subjects
Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing
Abstract

In terms of Image-to-image translation, Generative Adversarial Networks (GANs) has achieved great success even when it is used in the unsupervised dataset. In this work, we aim to translate cartoon images to photo-realistic images using GAN. We apply several state-of-the-art models to perform this task; however, they fail to perform good quality translations. We observe that the shallow difference between these two domains causes this issue. Based on this idea, we propose a method based on CycleGAN model for image translation from cartoon domain to photo-realistic domain. To make our model efficient, we implemented Spectral Normalization which added stability in our model. We demonstrate our experimental results and show that our proposed model has achieved the lowest Frechet Inception Distance score and better results compared to another state-of-the-art technique, UNIT., Comment: Accepted as a short paper at ICTAI 2020

Published
2021
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21. Safety and Preliminary Efficacy of Mesenchymal Stromal Cell (ORBCEL-M) Therapy in Diabetic Kidney Disease: A Randomized Clinical Trial (NEPHSTROM)

Author

Perico, Norberto, Remuzzi, Giuseppe, Griffin, Matthew D., Cockwell, Paul, Maxwell, Alexander P., Casiraghi, Federica, Rubis, Nadia, Peracchi, Tobia, Villa, Alessandro, Todeschini, Marta, Carrara, Fabiola, Magee, Bernadette A., Ruggenenti, Piero L., Rota, Stefano, Cappelletti, Laura, McInerney, Veronica, Griffin, Tomás P., Islam, Md Nahidul, Introna, Martino, Pedrini, Olga, Golay, Josée, Finnerty, Andrew A., Smythe, Jon, Fibbe, Willem E., Elliman, Stephen J., OʼBrien, Timothy, Perico, Norberto, Remuzzi, Giuseppe, Griffin, Matthew D., Cockwell, Paul, Maxwell, Alexander P., Casiraghi, Federica, Rubis, Nadia, Peracchi, Tobia, Villa, Alessandro, Todeschini, Marta, Carrara, Fabiola, Magee, Bernadette A., Ruggenenti, Piero L., Rota, Stefano, Cappelletti, Laura, McInerney, Veronica, Griffin, Tomás P., Islam, Md Nahidul, Introna, Martino, Pedrini, Olga, Golay, Josée, Finnerty, Andrew A., Smythe, Jon, Fibbe, Willem E., Elliman, Stephen J., OʼBrien, Timothy, Portalupi, Valentina, Gotti, Eliana, Perticucci, Elena, Natali, Grazia, Rambaldi, Alessandro, Gritti, Giuseppe, Barbui, Anna Maria, Ferrari, Silvia, Mariani, Silvia, Borleri, Gianmaria, Hennessy, Michelle, Cormican, Sarah, Devaney, Nathan, Phan, Cassandra, Hanson, Amy, Martyn, Sara, Buckley, Joy, Naughton, Sean, Woods, Julie, Kelly, Caroline, Hayat, Amjad, Chanouzas, Dimitrios, Fifer, Lesley, Kuningas, Kulli, Walmsley-Allen, Natalie, Desai, Amisha, Atchinson, Lucy, White, Sinead, Suresh, Vijayan, Kirkham, Katie, Evans, Fiona, Little, Mark, Messa, Piergiorgio, Yap, Christina, Diadei, Olimpia, Boccardo, Paola, Noreiko, Oleksii, Martinetti, Davide, Giuliano, Giovanni Antonio, Perna, Annalisa, Cugini, Daniela, Ferrari, Silvia, Stucchi, Nadia, Mister, Marilena, OʼFlynn, Lisa, Shimizu, Yuka, Roelofs, Helene, Steeneveld, Esther, Wieles, Brigitte, Capelli, Chiara, Austen, Eric, Murray, Helen, Hanson, Vivien, Chan, Jenny, Duffy, Aoife, Holohan, Miriam, Krawczyk, Janusz, Duggan, Matthew, Connolly, Lauren, Hyatt, Amjad, Krawczyk, Janusz, Tarpey, Margaret, Naughton, Sean, Buckley, Joy, Asbagh, Layka Abbasi, Rice, Brent, Baila, Stefano, Davey, Grace, Creane, Michael, Clissmann, Ciaran, and Sweetnam, Mark

Published
2023
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26. Rice Disease Identification Through Leaf Image and IoT Based Smart Rice Field Monitoring System

Author

Islam, Md Nahidul, Ahmed, Fahim, Ahammed, Md Tanvir, Rashid, Mamunur, Bari, Bifta Sama, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Khairuddin, Ismail Mohd., editor, Abdullah, Muhammad Amirul, editor, Ab. Nasir, Ahmad Fakhri, editor, Mat Jizat, Jessnor Arif, editor, Mohd. Razman, Mohd. Azraai, editor, Abdul Ghani, Ahmad Shahrizan, editor, Zakaria, Muhammad Aizzat, editor, Mohd. Isa, Wan Hasbullah, editor, and Abdul Majeed, Anwar P. P., editor

Published
2022
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27. Investigation of Electroencephalogram (EEG) Sensor Position for Brain-Controlled Home Automation

Author

Sulaiman, Norizam, Hasim, Ailis Aimylia, Islam, Md Nahidul, Mustafa, Mahfuzah, Jadin, Mohd Shawal, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Khairuddin, Ismail Mohd., editor, Abdullah, Muhammad Amirul, editor, Ab. Nasir, Ahmad Fakhri, editor, Mat Jizat, Jessnor Arif, editor, Mohd. Razman, Mohd. Azraai, editor, Abdul Ghani, Ahmad Shahrizan, editor, Zakaria, Muhammad Aizzat, editor, Mohd. Isa, Wan Hasbullah, editor, and Abdul Majeed, Anwar P. P., editor

Published
2022
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29. Diagnosis of Hearing Impairment Based on Wavelet Transformation and Machine Learning Approach

Author

Islam, Md. Nahidul, Sulaiman, Norizam, Mustafa, Mahfuzah, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Md. Zain, Zainah, editor, Sulaiman, Mohd. Herwan, editor, Mohamed, Amir Izzani, editor, Bakar, Mohd. Shafie, editor, and Ramli, Mohd. Syakirin, editor

Published
2022
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30. Development of EEG-Based System to Identify Student Learning Attention Ability

Author

Sulaiman, Norizam, Ismail, Nuraini, Islam, Md Nahidul, Rashid, Mamunur, Jadin, Mohd Shawal, Mustafa, Mahfuzah, Samsuri, Fahmi, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Isa, Khalid, editor, Md. Zain, Zainah, editor, Mohd-Mokhtar, Rosmiwati, editor, Mat Noh, Maziyah, editor, Ismail, Zool H., editor, Yusof, Ahmad Anas, editor, Mohamad Ayob, Ahmad Faisal, editor, Azhar Ali, Syed Saad, editor, and Abdul Kadir, Herdawatie, editor

Published
2022
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31. Auditory Evoked Potentials (AEPs) Response Classification: A Fast Fourier Transform (FFT) and Support Vector Machine (SVM) Approach

Author

Islam, Md Nahidul, Sulaiman, Norizam, Rashid, Mamunur, Mustafa, Mahfuzah, Hasan, Md Jahid, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Isa, Khalid, editor, Md. Zain, Zainah, editor, Mohd-Mokhtar, Rosmiwati, editor, Mat Noh, Maziyah, editor, Ismail, Zool H., editor, Yusof, Ahmad Anas, editor, Mohamad Ayob, Ahmad Faisal, editor, Azhar Ali, Syed Saad, editor, and Abdul Kadir, Herdawatie, editor

Published
2022
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32. Investigation of Time-Domain and Frequency-Domain Based Features to Classify the EEG Auditory Evoked Potentials (AEPs) Responses

Author

Islam, Md. Nahidul, Sulaiman, Norizam, Rashid, Mamunur, Mustafa, Mahfuzah, Jadin, MohdShawal, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Ab. Nasir, Ahmad Fakhri, editor, Ibrahim, Ahmad Najmuddin, editor, Ishak, Ismayuzri, editor, Mat Yahya, Nafrizuan, editor, Zakaria, Muhammad Aizzat, editor, and P. P. Abdul Majeed, Anwar, editor

Published
2022
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33. The Classification of Electrooculogram (EOG) Through the Application of Linear Discriminant Analysis (LDA) of Selected Time-Domain Signals

Author

Azhar, Farhan Anis, Mustafa, Mahfuzah, Sulaiman, Norizam, Rashid, Mamunur, Bari, Bifta Sama, Islam, Md Nahidul, Hasan, Md Jahid, Ali, Nur Fahriza Mohd, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Ab. Nasir, Ahmad Fakhri, editor, Ibrahim, Ahmad Najmuddin, editor, Ishak, Ismayuzri, editor, Mat Yahya, Nafrizuan, editor, Zakaria, Muhammad Aizzat, editor, and P. P. Abdul Majeed, Anwar, editor

Published
2022
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38. DistilRoBiLSTMFuse: an efficient hybrid deep learning approach for sentiment analysis.

Author

Papia, Sonia Khan, Khan, Md Asif, Habib, Tanvir, Rahman, Mizanur, and Islam, Md Nahidul

Subjects
MACHINE learning, SENTIMENT analysis, DEEP learning, DATA scrubbing, BLENDED learning
Abstract

In today's modern society, social media has seamlessly integrated into our daily routines, providing a platform for individuals to express their opinions and emotions openly on the internet. Within this digital domain, sentiment analysis (SA) is a vital tool to understand the emotions conveyed in written text, whether positive, negative, or neutral. However, SA faces challenges such as dealing with diverse language, uneven data, and understanding complex sentences. This study proposes an effective approach for SA. For this, we introduce a hybrid architecture named DistilRoBiLSTMFuse, designed to extract deep contextual information from complex sentences and accurately identify sentiments. In this research, we evaluate our model's performance using two popular benchmark datasets: IMDb and Twitter USAirline sentiment. The raw text data are preprocessed, and this involves several steps, including: (1) implementing a comprehensive data cleaning protocol to remove noise and unnecessary information from the raw text, (2) preparing a custom list of stopwords to retain essential words while omitting common, non-informative words, and (3) applying Lemmatization to achieve consistency in text by reducing words to their base forms, enhancing the accuracy of text analysis. To address class imbalance, this study utilized oversampling, augmenting minority class samples to match the majority, thereby ensuring uniform representation across all categories. Considering the variability in preprocessing techniques across previous studies, our research initially explores the efficacy of seven distinct machine learning (ML) models paired with two commonly employed feature transformation methods: term frequency-inverse document frequency (TF-IDF) and bag of words (BoW). This approach allows for determining which combination yields optimal performance within these ML frameworks. In our study, the DistilRoBiLSTMFuse model is evaluated on two distinct datasets and consistently delivers outstanding performance, surpassing existing state-of-the-art approaches in each case. On the IMDb dataset, our model achieves 98.91% accuracy in training, 94.16% in validation, and 93.97% in testing. The Twitter USAirline Sentiment dataset reaches 99.42% accuracy in training, 98.52% in validation, and 98.33% in testing. The experimental results clearly demonstrate the effectiveness of our hybrid DistilRoBiLSTMFuse model in SA tasks. The code for this experimental analysis is publicly available and can be accessed via the following DOI: https://doi.org/10.5281/zenodo.13255008. [ABSTRACT FROM AUTHOR]

Published
2024
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39. Analysis of Auditory Evoked Potential Signals Using Wavelet Transform and Deep Learning Techniques

Author

Islam, Md Nahidul, Sulaiman, Norizam, Rashid, Mamunur, Hasan, Md Jahid, Mustafa, Mahfuzah, P. P. Abdul Majeed, Anwar, Cavas-Martínez, Francisco, Series Editor, Chaari, Fakher, Series Editor, di Mare, Francesca, Series Editor, Gherardini, Francesco, Series Editor, Haddar, Mohamed, Series Editor, Ivanov, Vitalii, Series Editor, Kwon, Young W., Series Editor, Trojanowska, Justyna, Series Editor, Chew, Esyin, editor, P. P. Abdul Majeed, Anwar, editor, Liu, Pengcheng, editor, Platts, Jon, editor, Myung, Hyun, editor, Kim, Junmo, editor, and Kim, Jong-Hwan, editor

Published
2021
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40. Auditory Evoked Potential (AEP) Based Brain-Computer Interface (BCI) Technology: A Short Review

Author

Islam, Md Nahidul, Sulaiman, Norizam, Bari, Bifta Sama, Rashid, Mamunur, Mustafa, Mahfuzah, 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, Mat Jizat, Jessnor Arif, editor, Khairuddin, Ismail Mohd, editor, Mohd Razman, Mohd Azraai, editor, Ab. Nasir, Ahmad Fakhri, editor, Abdul Karim, Mohamad Shaiful, editor, Jaafar, Abdul Aziz, editor, Hong, Lim Wei, editor, Abdul Majeed, Anwar P. P., editor, Liu, Pengcheng, editor, Myung, Hyun, editor, Choi, Han-Lim, editor, and Susto, Gian-Antonio, editor

Published
2021
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