Liyun Xu, Ran Tao, Feng Zhang
Multichannel sampling is fundamental in the theory of multichannel parallel analog-to-digital converters (ADC) and multiplexing wireless communication. This letter investigates the multichannel consistent
IEEE signal processing letters,2017, 24(5): 658-662.
Liyun Xu, Feng Zhang, Ran Tao
Nonuniform sampling can be utilized to achieve certain desirable results. Periodic nonuniform sampling can decrease the required sampling rate for signals. Random sampling can be used as a digital alias-free signal
IEEE transactions on Instrumentation & Measurement,2017 ,99, 1-13 .
Hang Xu, Wenjian Wang, Yuhua Qian
Monotonic classification is a kind of classification task in which a monotonicity constraint exist between features and class, i.e., if sample xi has a higher value in each feature than sample xj
IEEE Transactions on Knowledge and Data Engineering, 2017, 29(10), 2223 - 2235.
Yanhong She, Xiaoli He, Huixian Shi, Yuhua Qian
Rough sets have often been studied under a three-valued logic framework. In this paper, we attempt to extend the previous study in two ways. Firstly, we extend the previous study from single-granulation to multigranulation.
International Journal of Approximate Reasoning, 2017, 82, 270-284.
Yuhua Qian, Honghong Cheng, Jieting Wang, Jiye Liang
Human granulation intelligence means that people can observe and analyze the same problem from various granulation points of view, which generally acknowledge an essential feature of human intelligence.
Information Sciences, 2017, 382-382, 150-169.
Feijiang Li, Yuhua Qian, Jieting Wang, Jiye Liang
Clustering analysis is a fundamental technique in machine learning,which is also widely used in information granulation. Multiple clustering systems granulate a data set into multiple granular structures.
Information Sciences, 2017, 378, 309-409.
Yuhua Qian, Xinyan Liang, Guoping Lin, Qian Guo, Jiye Liang
Multigranulation rough sets (MGRSs) where a target concept is approximated by granular structures induced by multiple binary relations have been applied successfully in many domains but they are still affected by two issues.
International Journal of Approximate Reasoning, 2017, 82, 119-137.