Yukino Baba
Yukino Baba
Associate Professor, University of Tsukuba
Email verificata su cs.tsukuba.ac.jp - Home page
Citata da
Citata da
Statistical quality estimation for general crowdsourcing tasks
Y Baba, H Kashima
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
Accurate integration of crowdsourced labels using workers' self-reported confidence scores
S Oyama, Y Baba, Y Sakurai, H Kashima
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
Health checkup and telemedical intervention program for preventive medicine in developing countries: verification study
Y Nohara, E Kai, PP Ghosh, R Islam, A Ahmed, M Kuroda, S Inoue, ...
Journal of medical Internet research 17 (1), e3705, 2015
Leveraging non-expert crowdsourcing workers for improper task detection in crowdsourcing marketplaces
Y Baba, H Kashima, K Kinoshita, G Yamaguchi, Y Akiyoshi
Expert Systems with Applications 41 (6), 2678-2687, 2014
Skill ontology-based model for quality assurance in crowdsourcing
K El Maarry, WT Balke, H Cho, S Hwang, Y Baba
International conference on database systems for advanced applications, 376-387, 2014
How are spelling errors generated and corrected? A study of corrected and uncorrected spelling errors using keystroke logs
Y Baba, H Suzuki
Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012
Supervised and unsupervised intrusion detection based on CAN message frequencies for in-vehicle network
T Kuwahara, Y Baba, H Kashima, T Kishikawa, J Tsurumi, T Haga, Y Ujiie, ...
Journal of Information Processing 26, 306-313, 2018
Pairwise HITS: Quality estimation from pairwise comparisons in creator-evaluator crowdsourcing process
T Sunahase, Y Baba, H Kashima
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
T Matsui, Y Baba, T Kamishima, H Kashima
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 336-347, 2014
Predicting fuel consumption and flight delays for low-cost airlines
Y Horiguchi, Y Baba, H Kashima, M Suzuki, H Kayahara, J Maeno
Twenty-Ninth IAAI Conference, 2017
Instance-privacy preserving crowdsourcing
H Kajino, Y Baba, H Kashima
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 2 (1), 2014
Assessing Translation Ability through Vocabulary Ability Assessment.
Y Ehara, Y Baba, M Utiyama, E Sumita
IJCAI, 3712-3718, 2016
Participation recommendation system for crowdsourcing contests
Y Baba, K Kinoshita, H Kashima
Expert Systems with Applications 58, 174-183, 2016
Quality control of crowdsourced classification using hierarchical class structures
N Otani, Y Baba, H Kashima
Expert Systems with Applications 58, 155-163, 2016
Dual graph convolutional neural network for predicting chemical networks
S Harada, H Akita, M Tsubaki, Y Baba, I Takigawa, Y Yamanishi, ...
BMC bioinformatics 21 (3), 1-13, 2020
Hyper questions: Unsupervised targeting of a few experts in crowdsourcing
J Li, Y Baba, H Kashima
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
Incorporating worker similarity for label aggregation in crowdsourcing
J Li, Y Baba, H Kashima
International Conference on Artificial Neural Networks, 596-606, 2018
Simultaneous Clustering and Ranking from Pairwise Comparisons.
J Li, Y Baba, H Kashima
IJCAI, 1554-1560, 2018
Dual convolutional neural network for graph of graphs link prediction
S Harada, H Akita, M Tsubaki, Y Baba, I Takigawa, Y Yamanishi, ...
arXiv preprint arXiv:1810.02080, 2018
Quality control for crowdsourced hierarchical classification
N Otani, Y Baba, H Kashima
2015 IEEE International Conference on Data Mining, 937-942, 2015
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