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743 results on '"Yang, Jian-Feng"'

1. Efficient Human-in-the-Loop Active Learning: A Novel Framework for Data Labeling in AI Systems

Author

Huang, Yiran, Yang, Jian-Feng, and Fu, Haoda

Subjects
Statistics - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Human-Computer Interaction, Computer Science - Machine Learning
Abstract

Modern AI algorithms require labeled data. In real world, majority of data are unlabeled. Labeling the data are costly. this is particularly true for some areas requiring special skills, such as reading radiology images by physicians. To most efficiently use expert's time for the data labeling, one promising approach is human-in-the-loop active learning algorithm. In this work, we propose a novel active learning framework with significant potential for application in modern AI systems. Unlike the traditional active learning methods, which only focus on determining which data point should be labeled, our framework also introduces an innovative perspective on incorporating different query scheme. We propose a model to integrate the information from different types of queries. Based on this model, our active learning frame can automatically determine how the next question is queried. We further developed a data driven exploration and exploitation framework into our active learning method. This method can be embedded in numerous active learning algorithms. Through simulations on five real-world datasets, including a highly complex real image task, our proposed active learning framework exhibits higher accuracy and lower loss compared to other methods.

Published
2024

10. Crystal structure of poly[diaqua- (μ4-5-(1H-1,2,4-triazol-1-yl)benzene-1,3-dicarboxylato-κ5N:O,O’:O’’:O’’’)calcium(II), C10H9CaN3O6

Author

Zhao Xing-Ling, Zhang Qi-Hang, Yang Jian-Feng, and Wu Xue-Yuan

Subjects
2324137, Physics, QC1-999, Crystallography, QD901-999
Abstract

C10H9CaN3O6, monoclinic, P21/n, a = 9.3441(2) Å, b = 6.6142(2) Å, c = 18.6509(4) Å, β = 92.001(2)°, V = 1151.99(5) Å3, Z = 4, R gt(F) = 0.0398, wR ref (F 2) = 0.1101, T = 298 K.

Published
2024
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14. Classification of PRSS1 variants responsible for chronic pancreatitis: An expert perspective from the Franco-Chinese GREPAN Study Group

Author

Abrantes, Amandine, Aguilera Munoz, Lina, Albouys, Jérémie, Alric, Laurent, Amiot, Xavier, Archambeaud, Isabelle, Audiau, Solène, Bastide, Laetitia, Baudon, Julien, Bellaiche, Guy, Bellon, Serge, Bertrand, Valérie, Bideau, Karine, Billiemaz, Kareen, Billioud, Claire, Bonnefoy, Sabine, Borderon, Corinne, Bournet, Barbara, Breton, Estelle, Brugel, Mathias, Buscail, Louis, Cadiot, Guillaume, Camus, Marine, Causse, Xavier, Chamouard, Patrick, Chaput, Ulriikka, Cholet, Franck, Ciocan, Dragos Marius, Clavel, Christine, Coffin, Benoit, Coimet-Berger, Laura, Creveaux, Isabelle, Culetto, Adrian, Daboussi, Oussama, De Mestier, Louis, Degand, Thibault, D'Engremont, Christelle, Denis, Bernard, Dermine, Solène, Desgrippes, Romain, Drouet D'Aubigny, Augustin, Enaud, Raphaël, Fabre, Alexandre, Gargot, Dany, Gelsi, Eve, Gentilcore, Elena, Gincul, Rodica, Ginglinger-Favre, Emmanuelle, Giovannini, Marc, Gomercic, Cécile, Gondran, Hannah, Grainville, Thomas, Grandval, Philippe, Grasset, Denis, Grimaldi, Stéphane, Grimbert, Sylvie, Hagege, Hervé, Heissat, Sophie, Hentic, Olivia, Herber-Mayne, Anne, Hervouet, Marc, Hoibian, Solene, Jacques, Jérémie, Jais, Bénédicte, Kaassis, Mehdi, Koch, Stéphane, Lacaze, Elodie, Lacroute, Joël, Lamireau, Thierry, Laurent, Lucie, Le Guillou, Xavier, Le Rhun, Marc, Leblanc, Sarah, Levy, Philippe, Lievre, Astrid, Lorenzo, Diane, Maire, Frédérique, Marcel, Kévin, Matias, Clément, Mauillon, Jacques, Morgant, Stéphanie, Moussata, Driffa, Muller, Nelly, Nambot, Sophie, Napoleon, Bertrand, Olivier, Anne, Pagenault, Maël, Pelletier, Anne-laure, Pennec, Olivier, Pinard, Fabien, Pioche, Mathieu, Prost, Bénédicte, Queneherve, Lucille, Rebours, Vinciane, Reboux, Noemi, Rekik, Samia, Riachi, Ghassan, Rohmer, Barbara, Roquelaure, Bertrand, Rosa Hezode, Isabelle, Rostain, Florian, Saurin, Jean-Christophe, Servais, Laure, Stan-Iuga, Roxana, Subtil, Clément, Texier, Charles, Thomassin, Lucie, Tougeron, David, Tsakiris, Laurent, Valats, Jean-Christophe, Vuitton, Lucine, Wallenhorst, Timothée, Wangerme, Marc, Zanaldi, Hélène, Zerbib, Frank, Bai, Chen-Guang, Bian, Yun, Cai, Zhen-Zhai, Chang, Xiao-Yan, Chen, Guo-Dong, Cheng, Li, Chen, Yu, Guo, Jin-Tao, Guo, Tao, Han, Jun-Ling, He, Chao-Hui, Hu, Liang-Hao, Huang, Hao-Jie, Huang, Li, Huang, Li-Ya, Huang, Si-Lin, Huang, Wei, Jiang, Fei, Jiang, Hui, Lu, Feng-Chun, Lu, Guo-Tao, Lu, Zi-Peng, Li, Hui-Ping, Li, Jing, Li, Le, Li, Qiang, Li, Xiao-Yu, Lin, Qing, Lin, Yu-Li, Liu, Gai-Fang, Liu, Jie-Min, Liu, Li-Xin, Liu, Pi, Liu, Yi-Pin, Lu, Dong, Shao, Xiao-Dong, Shao, Zhuo, Song, Xu-Rui, Wang, Lei, Wang, Li-Juan, Wang, Li-Sheng, Wang, Lin, Wang, Wei, Wang, Zheng, Wen, Li, Wu, Xi, Xin, Lei, Xue, Jing, Yang, Hong, Yang, Jian-Feng, Yin, Tao, Zhang, Bei-Ping, Zhang, Guo-Wei, Zhang, Hong, Zhang, Rong-Chun, Zhao, Yi-Jun, Zhou, Si-Si, Zhu, Ke-Xiang, Masson, Emmanuelle, Zou, Wen-Bin, Pu, Na, Génin, Emmanuelle, Wu, Hao, Lin, Jin-Huan, Wang, Yuan-Chen, Li, Zhao-Shen, Cooper, David N., Férec, Claude, Liao, Zhuan, and Chen, Jian-Min

Published
2023
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28. Robust Design for Order-of-Addition Experiments.

Author

Huang, Yiran and Yang, Jian-Feng

Subjects
*ORTHOGONAL arrays, *GENETIC algorithms, *COMPUTER simulation, *PERMUTATIONS
Abstract

AbstractOrder-of-addition experiment is a kind of experiment that considers the addition order of m components. Finding an effective design is crucial since the full design consisting of $m!$ permutations is unaffordable even for computer simulation. Several classes of designs have been proposed for certain models in recent years, but they may be singular under other models. In this article, we propose a robust design called maximin distance component orthogonal array whose minimum pairwise distance is maximized while the balance of any two columns from a component orthogonal array still holds. A genetic algorithm is used to search for such designs. The design, with excellent space-filling property, is robust since it is D-optimal under the component-position model and performs well under other models. A case study and an application show the good performance of the proposed design compared to the existing two classes of designs across many situations. [ABSTRACT FROM AUTHOR]

Published
2024
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29. Construction of asymmetric orthogonal arrays of high strength via generator matrix.

Author

Zhang, Tian-Fang, Duan, Yingxing, and Yang, Jian-Feng

Subjects
ORTHOGONAL arrays, FINITE fields
Abstract

Asymmetric orthogonal arrays are very useful in theoretical studies and practical applications. However, it is difficult to construct such designs of high strength. In this article, we use the generator matrix method to obtain some asymmetric orthogonal arrays of strength three. Then we combine it with the general (further) replacement procedure to get more general asymmetric orthogonal arrays of high strength. [ABSTRACT FROM AUTHOR]

Published
2024
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35. Automatic detection of 39 fundus diseases and conditions in retinal photographs using deep neural networks

Author

Cen, Ling-Ping, Ji, Jie, Lin, Jian-Wei, Ju, Si-Tong, Lin, Hong-Jie, Li, Tai-Ping, Wang, Yun, Yang, Jian-Feng, Liu, Yu-Fen, Tan, Shaoying, Tan, Li, Li, Dongjie, Wang, Yifan, Zheng, Dezhi, Xiong, Yongqun, Wu, Hanfu, Jiang, Jingjing, Wu, Zhenggen, Huang, Dingguo, Shi, Tingkun, Chen, Binyao, Yang, Jianling, Zhang, Xiaoling, Luo, Li, Huang, Chukai, Zhang, Guihua, Huang, Yuqiang, Ng, Tsz Kin, Chen, Haoyu, Chen, Weiqi, Pang, Chi Pui, and Zhang, Mingzhi

Published
2021
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46. Classification of PRSS1 variants responsible for chronic pancreatitis: An expert perspective from the Franco-Chinese GREPAN Study Group

Author

Masson, Emmanuelle, primary, Zou, Wen-Bin, additional, Pu, Na, additional, Rebours, Vinciane, additional, Génin, Emmanuelle, additional, Wu, Hao, additional, Lin, Jin-Huan, additional, Wang, Yuan-Chen, additional, Li, Zhao-Shen, additional, Cooper, David N., additional, Férec, Claude, additional, Liao, Zhuan, additional, Chen, Jian-Min, additional, Abrantes, Amandine, additional, Aguilera Munoz, Lina, additional, Albouys, Jérémie, additional, Alric, Laurent, additional, Amiot, Xavier, additional, Archambeaud, Isabelle, additional, Audiau, Solène, additional, Bastide, Laetitia, additional, Baudon, Julien, additional, Bellaiche, Guy, additional, Bellon, Serge, additional, Bertrand, Valérie, additional, Bideau, Karine, additional, Billiemaz, Kareen, additional, Billioud, Claire, additional, Bonnefoy, Sabine, additional, Borderon, Corinne, additional, Bournet, Barbara, additional, Breton, Estelle, additional, Brugel, Mathias, additional, Buscail, Louis, additional, Cadiot, Guillaume, additional, Camus, Marine, additional, Causse, Xavier, additional, Chamouard, Patrick, additional, Chaput, Ulriikka, additional, Cholet, Franck, additional, Ciocan, Dragos Marius, additional, Clavel, Christine, additional, Coffin, Benoit, additional, Coimet-Berger, Laura, additional, Creveaux, Isabelle, additional, Culetto, Adrian, additional, Daboussi, Oussama, additional, De Mestier, Louis, additional, Degand, Thibault, additional, D'Engremont, Christelle, additional, Denis, Bernard, additional, Dermine, Solène, additional, Desgrippes, Romain, additional, Drouet D'Aubigny, Augustin, additional, Enaud, Raphaël, additional, Fabre, Alexandre, additional, Gargot, Dany, additional, Gelsi, Eve, additional, Gentilcore, Elena, additional, Gincul, Rodica, additional, Ginglinger-Favre, Emmanuelle, additional, Giovannini, Marc, additional, Gomercic, Cécile, additional, Gondran, Hannah, additional, Grainville, Thomas, additional, Grandval, Philippe, additional, Grasset, Denis, additional, Grimaldi, Stéphane, additional, Grimbert, Sylvie, additional, Hagege, Hervé, additional, Heissat, Sophie, additional, Hentic, Olivia, additional, Herber-Mayne, Anne, additional, Hervouet, Marc, additional, Hoibian, Solene, additional, Jacques, Jérémie, additional, Jais, Bénédicte, additional, Kaassis, Mehdi, additional, Koch, Stéphane, additional, Lacaze, Elodie, additional, Lacroute, Joël, additional, Lamireau, Thierry, additional, Laurent, Lucie, additional, Le Guillou, Xavier, additional, Le Rhun, Marc, additional, Leblanc, Sarah, additional, Levy, Philippe, additional, Lievre, Astrid, additional, Lorenzo, Diane, additional, Maire, Frédérique, additional, Marcel, Kévin, additional, Matias, Clément, additional, Mauillon, Jacques, additional, Morgant, Stéphanie, additional, Moussata, Driffa, additional, Muller, Nelly, additional, Nambot, Sophie, additional, Napoleon, Bertrand, additional, Olivier, Anne, additional, Pagenault, Maël, additional, Pelletier, Anne-laure, additional, Pennec, Olivier, additional, Pinard, Fabien, additional, Pioche, Mathieu, additional, Prost, Bénédicte, additional, Queneherve, Lucille, additional, Reboux, Noemi, additional, Rekik, Samia, additional, Riachi, Ghassan, additional, Rohmer, Barbara, additional, Roquelaure, Bertrand, additional, Rosa Hezode, Isabelle, additional, Rostain, Florian, additional, Saurin, Jean-Christophe, additional, Servais, Laure, additional, Stan-Iuga, Roxana, additional, Subtil, Clément, additional, Texier, Charles, additional, Thomassin, Lucie, additional, Tougeron, David, additional, Tsakiris, Laurent, additional, Valats, Jean-Christophe, additional, Vuitton, Lucine, additional, Wallenhorst, Timothée, additional, Wangerme, Marc, additional, Zanaldi, Hélène, additional, Zerbib, Frank, additional, Bai, Chen-Guang, additional, Bian, Yun, additional, Cai, Zhen-Zhai, additional, Chang, Xiao-Yan, additional, Chen, Guo-Dong, additional, Cheng, Li, additional, Chen, Yu, additional, Guo, Jin-Tao, additional, Guo, Tao, additional, Han, Jun-Ling, additional, He, Chao-Hui, additional, Hu, Liang-Hao, additional, Huang, Hao-Jie, additional, Huang, Li, additional, Huang, Li-Ya, additional, Huang, Si-Lin, additional, Huang, Wei, additional, Jiang, Fei, additional, Jiang, Hui, additional, Lu, Feng-Chun, additional, Lu, Guo-Tao, additional, Lu, Zi-Peng, additional, Li, Hui-Ping, additional, Li, Jing, additional, Li, Le, additional, Li, Qiang, additional, Li, Xiao-Yu, additional, Lin, Qing, additional, Lin, Yu-Li, additional, Liu, Gai-Fang, additional, Liu, Jie-Min, additional, Liu, Li-Xin, additional, Liu, Pi, additional, Liu, Yi-Pin, additional, Lu, Dong, additional, Shao, Xiao-Dong, additional, Shao, Zhuo, additional, Song, Xu-Rui, additional, Wang, Lei, additional, Wang, Li-Juan, additional, Wang, Li-Sheng, additional, Wang, Lin, additional, Wang, Wei, additional, Wang, Zheng, additional, Wen, Li, additional, Wu, Xi, additional, Xin, Lei, additional, Xue, Jing, additional, Yang, Hong, additional, Yang, Jian-Feng, additional, Yin, Tao, additional, Zhang, Bei-Ping, additional, Zhang, Guo-Wei, additional, Zhang, Hong, additional, Zhang, Rong-Chun, additional, Zhao, Yi-Jun, additional, Zhou, Si-Si, additional, and Zhu, Ke-Xiang, additional

Published
2023
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