This article presents an innovative approach to automatic rule discovery for data transformation tasks leveraging XGBoost,a machine learning algorithm renowned for its efficiency and performance.The framework proposed...
supported by National Key R&D Program of China(Grant No.2021YFA1001100);National Natural Science Foundation of China(Grant Nos.61925201,62132001,U21B2025,61871226);Natural Science Foundation of Jiangsu Province of China(Grant No.BK20210340);Fundamental Research Funds for the Central Universities(Grant No.30920041111);CAAI-Huawei MindSpore Open Fund,and Beijing Academy of Artificial Intelligence(BAAI)。
In this paper,we tackle the long-tailed visual recognition problem from the categorical prototype perspective by proposing a prototype-based classifier learning(PCL)method.Specifically,thanks to the generalization abi...
supported by the KIAT(Korea Institute for Advancement of Technology)grant funded by the Korea Government(MOTIE:Ministry of Trade Industry and Energy)(No.P0012724);the Soonchunhyang University Research Fund.
Various techniques to diagnose eye diseases such as diabetic retinopathy(DR),glaucoma(GLC),and age-related macular degeneration(AMD),are possible through deep learning algorithms.A few recent studies have examined a c...
supported in part by the U.S.National Science Foundation[grant number 1414108];Division of Behavioral and Cognitive Sciences.
The Markov chain random field(MCRF)model is a spatial statistical approach for modeling categorical spatial variables in multiple dimensions.However,this approach tends to be computationally costly when dealing with l...
Process-oriented design and implementation of concurrent systems has important benefits. However, the inherent complexity of concurrent processes’ communication imposes challenges such as verifying consistency betwee...
This work has been supported by the National Key Research and Development Program of China (2016YFB1000902), the Na- tional Natural Science Foundation of China (Grant Nos. 61232015 and 61073023), and a Tsinghua-Tencent project. The author thanks his students Chaoqun Fei, Yu Huang and Shengluan Hou for their help.
Mathematics and structuralism Since a long time ago, scientists have pursued the idea of assigning each object of science with a structure. In the long run of history, this idea got a loud name of "structuralism" wh...
Acknowledgements The authors would like to thank the referees for a number of helpful comments that greatly improved the presentation of this paper. The first author also thanks Prof. Ke Wu and Prof. Shikun Wang for stimulating discussion and help in preparation of this paper. This work was supported in part by the National Natural Science Foundation of China (Grant Nos. 11047030, 11171055, 11571145) and the Science and Technology Program of Henan Province (No. 152300410061).
We give a monoidal category approach to Hom-coassociative coalgebra by imposing the Hom-coassociative law up to some isomorphisms on the comultiplication map and requiring that these isomorphisms satisfy the copentago...
We focused in this study on two verbs of motion ba (come) and hevi (bring) used in contemporary Hebrew pointing to a number of semantic shifts occurring in each of them and to categorical shifts that occurred in t...
This work is dedicated to formation of data warehouse for processing of a large volume of registration data of domain names. Data cleaning is applied in order to increase the effectiveness of decision making support. ...