Search Results - "JingTao Yao"

Web-Based Medical Decision Support Systems for Three-Way Medical Decision Making With Game-Theoretic Rough Sets by JingTao Yao, Azam, Nouman

“…The realization of the Web as a common platform, medium, and interface for supporting human activities has attracted many researchers to the study of Web-based…”
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Event prediction with rough-fuzzy sets by Chakraborty, Debarati B., Yao, JingTao

“…This article proposes a new methodology of unsupervised event prediction from videos. Detecting events from videos without prior information is a challenging…”
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Modeling the effects of land-use optimization on the soil organic carbon sequestration potential by Yao, Jingtao, Kong, Xiangbin

“…Increasing soil organic carbon (SOC) sequestration is not only an efficient method to address climate change problems but also a useful way to improve land…”
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A three-way approach for protein function classification by Ur Rehman, Hafeez, Azam, Nouman, Yao, JingTao, Benso, Alfredo

“…The knowledge of protein functions plays an essential role in understanding biological cells and has a significant impact on human life in areas such as…”
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Industry characteristics and agglomeration of heterogeneous firms by Lv, Daguo, Zhang, Lingyu, Lu, Ren, Yao, Jingtao

“…In this paper, we study the impact of two industry characteristics—relocation cost and market competition—on the location choice of firms with productivity…”
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Generation Expansion Planning Based on Dynamic Bayesian Network Considering the Uncertainty of Renewable Energy Resources by Kong, Xiangyu, Yao, Jingtao, E, Zhijun, Wang, Xin

“…In generation expansion planning, sustainable generation expansion planning is gaining more and more attention. Based on the comprehensive consideration of…”
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A case study on using neural networks to perform technical forecasting of forex by Yao, Jingtao, Tan, Chew Lim

“…This paper reports empirical evidence that a neural network model is applicable to the prediction of foreign exchange rates. Time series data and technical…”
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Option price forecasting using neural networks by Yao, Jingtao, Li, Yili, Tan, Chew Lim

“…In this research, forecasting of the option prices of Nikkei 225 index futures is carried out using backpropagation neural networks. Different results in terms…”
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Analyzing uncertainties of probabilistic rough set regions with game-theoretic rough sets by Azam, Nouman, Yao, JingTao

“…•Determining probabilistic rough set regions uncertainty levels.•A heated issue in the community is the determination of optimal values for these…”
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Game theoretic approach to shadowed sets: A three-way tradeoff perspective by Zhang, Yan, Yao, JingTao

“…•Analyzes the elevation and reduction errors produced by shadowed set based three-way approximations, and explores the conflict between the elevation and…”
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Comparison of term frequency and document frequency based feature selection metrics in text categorization by Azam, Nouman, Yao, JingTao

“…Text categorization plays an important role in applications where information is filtered, monitored, personalized, categorized, organized or searched. Feature…”
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Game-theoretic rough sets for recommender systems by Azam, Nouman, Yao, JingTao

“…Recommender systems guide their users in decisions related to personal tastes and choices. The rough set theory can be considered as a useful tool for…”
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Online pricing of demand response based on long short-term memory and reinforcement learning by Kong, Xiangyu, Kong, Deqian, Yao, Jingtao, Bai, Linquan, Xiao, Jie

“…•Propose a quick online pricing method in the case of customers’ response is unknown.•Reinforcement learning is used as a price decision framework.•LSTM…”
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A Ten-year Review of Granular Computing by JingTao Yao

“…The year 2007 marks the 10th anniversary of the introduction of granular computing research. We have experienced the emergence and growth of granular computing…”
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Continual Federated Learning for Dynamic Data Environments by Yao, JingTao, Sharma, Akshat

“…Federated learning lets smartphones, computers, or other such end devices learn without transmitting their raw data. Instead of sending personal data to a…”
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Gini objective functions for three-way classifications by Zhang, Yan, Yao, JingTao

“…The three-way classifications aim to divide the universe of objects into three disjoint regions, i.e., acceptance, rejection, and non-commitment regions. We…”
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A three-way decision making approach to malware analysis using probabilistic rough sets by Nauman, Mohammad, Azam, Nouman, Yao, JingTao

“…•We employ three-way decisions approach to malware analysis using probabilistic rough sets.•Architecture for malware analysis based on three-way decisions is…”
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Evaluation functions and decision conditions of three-way decisions with game-theoretic rough sets by Azam, Nouman, Zhang, Yan, Yao, JingTao

“…•We consider rough set based three-way decisions with multiple evaluation functions.•We deal with two issues in three-way decisions.•Differences in the…”
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A three-way density peak clustering method based on evidence theory by Yu, Hui, Chen, LuYuan, Yao, JingTao

“…Density peaks clustering (DPC) algorithm is an efficient and simple clustering method attracting the attention of many researchers. However, its strategy of…”
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A three-way clustering approach using image enhancement operations by Ali, Bahar, Azam, Nouman, Yao, JingTao

“…Three-way clustering receives its motivation from three-way decisions. It uses the core set and support set to describe a cluster. The two sets divide…”
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