Browsing by Author "Pedrycz, Witold"
Now showing items 1-4 of 4
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Center transfer for supervised domain adaptation
Huang, Xiuyu; Zhou, Nan; Huang, Jian; Zhang, Huaidong; Pedrycz, Witold; Choi, Kup-Sze (Springer, 2023)Domain adaptation (DA) is a popular strategy for pattern recognition and classification tasks. It leverages a large amount of data from the source domain to help train the model applied in the target domain. Supervised ... -
Data preprocessing strategy in constructing convolutional neural network classifier based on constrained particle swarm optimization with fuzzy penalty function
Zhou, Kun; Oh, Sung-Kwun; Pedrycz, Witold; Qiu, Jianlong (Elsevier, 2022)Convolutional neural networks (CNNs) have attracted increasing attention in recent years because of their powerful abilities to extract and represent spatial/temporal information. However, for general data, its features ... -
Requirement-driven sustainable supplier selection: creating an integrated perspective with stakeholders' interests and the wisdom of expert crowds
Chang, Jian-Peng; Chen, Zhen-Song; Wang, Xian-Jia; Martínez, Luis; Pedrycz, Witold; Skibniewski, Mirosław (Elsevier Ltd, 2023)Driven by the pressure from various stakeholders to embrace sustainability and from the market to enhance competitiveness, more and more companies have been committed to conducting sustainable supplier selection (SSS). SSS ... -
Solution of initial-value problem for linear third-order fuzzy differential equations
Muhammad, Ghulam; Allahviranloo, Tofigh; Pedrycz, Witold (SPRINGER HEIDELBERG, 2022)Every real-world physical problem is inherently based on uncertainty. It is essential to model the uncertainty then solve, analyze and interpret the result one encounters in the world of vagueness. Generally, science and ...
