馬場雪乃 (Yukino Baba) - 論文

Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization

Li, Jiyi, Kawase, Yasushi, Baba, Yukino, Kashima, Hisashi

Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI) 2020年7月査読有り

HumanGAN: Generative Adversarial Network with Human-based Discriminator and its Evaluation in Speech Perception Modeling

Fujii, Kazuki, Saito, Yuki, Takamichi, Shinnosuke, Baba, Yukino, Saruwatari, Hiroshi

Proceedings of the 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 6239 - 6243 2020年5月査読有り

Synthetic Accessibility Assessment using Auxiliary Responses

Ito, Shun, Baba, Yukino, Isomura, Tetsu, HisashiKashima

Expert Systems with Applications (ESWA) 145 2020年5月査読有り

DDBJ Data Analysis Challenge: a machine learning competition to predict Arabidopsis chromatin feature annotations from DNA sequences.

Eli Kaminuma, Yukino Baba, Masahiro Mochizuki, Hirotaka Matsumoto, Haruka Ozaki, Toshitsugu Okayama, Takuya Kato, Shinya Oki, Takatomo Fujisawa, Yasukazu Nakamura, Masanori Arita, Osamu Ogasawara, Hisashi Kashima, Toshihisa Takagi

Genes & genetic systems 95(1) 43 - 50 2020年4月22日査読有り

Dual Graph Convolutional Neural Network for Predicting Chemical Networks

Harada, Shonosuke, Akita, Hirotaka, Tsubaki, Masashi, Baba, Yukino, Takigawa, Ichigaku, Yamanishi, Yoshihiro, Kashima, Hisashi

BMC Bioinformatics 21(Suppl 3) 2020年4月査読有り

Active Learning Strategies for Hierarchical Labeling Microtasks

Uo, Kousuke, Kobayashi, Masaki, Matsubara, Masaki, Baba, Yukino, Morishima, Atsuyuki

Proceedings of 2019 IEEE International Conference on Big Data (Big Data) 4647 - 4650 2019年12月査読有り

Large-scale Driver Identification Using Automobile Driving Data

Daiki, Tanaka, Yukino, Baba, Hisashi, Kashima, Yuta, Okubo

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) 3441 - 3446 2019年10月査読有り

Interdependence Model for Multi-label Classification

Yoshimura, Kosuke, Baba, Yukino, Iwase, Tomoaki, Kashima, Hisashi

Proceedings of the 28th International Conference on Artificial Neural Networks (ICANN) 55 - 68 2019年9月査読有り

Probabilistic Modeling of Peer Correction and Peer Assessment

Takeru, Sunahase, Yukino, Baba, Hisashi, Kashima

Proceedings of the 12th International Conference on Educational Data Mining (EDM) 426 - 431 2019年7月査読有り

CrowNN: Human-in-the-loop Network with Crowd-generated Inputs

Sakata, Yusuke, Baba, Yukino, Kashima, Hisashi

Proceedings of the 44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 7555 - 7559 2019年5月査読有り

超問題：専門知識を要するクラウドソーシングタスクの回答統合法

李, 吉屹, 馬場, 雪乃, 鹿島, 久嗣

日本データベース学会和文論文誌 17-J(8) 2019年3月査読有り

BayesGrad: Explaining Predictions of Graph Convolutional Networks

Akita, Hirotaka, Nakago, Kosuke, Komatsu, Tomoki, Yohei, Sugawara, Maeda, Shin-ichi, Baba, Yukino, Kashima, Hisashi

Proceedings of the 25th International Conference on Neural Information Processing (ICONIP) 81 - 92 2018年11月査読有り

教育用データ解析コンペティション基盤の設計と実践

馬場, 雪乃, 高瀬, 朝海, 新, 恭兵, 小山, 聡, 鹿島, 久嗣

情報処理学会デジタルプラクティス 9(4) 859 - 873 2018年10月

Incorporating Worker Similarity for Label Aggregation in Crowdsourcing

Li, Jiyi, Baba, Yukino, Kashima, Hisashi

Proceedings of the 27th International Conference on Artificial Neural Networks (ICANN) 596 - 606 2018年9月査読有り

Simultaneous Clustering and Ranking from Pairwise Comparisons

Li, Jiyi, Baba, Yukino, Kashima, Hisashi

Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI) 1554 - 1560 2018年7月査読有り

Statistical Quality Control for Human Computation and Crowdsourcing

Baba,Yukino

Proceedings of 27th International Joint Conference on Artificial Intelligence (IJCAI) 5667 - 5671 2018年7月査読有り

Payload-based Statistical Intrusion Detection for In-vehicle Networks

Kuwahara, Takuya, Baba, Yukino, Kashima, Hisashi, Kishikawa, Takeshi, Tsurumi, Junichi, Haga, Tomoyuki, Ujiie, Yoshihiro, Sasaki, Takamitsu, Matsushima, Hideki

Proceedings of the Australasian Workshop on Machine Learning for Cyber-security (co-located with PAKDD 2018) 2018年6月査読有り

クラウドソーシング（知っておきたいキーワード）

馬場,雪乃

映像情報メディア学会誌 72(4) 558 - 560 2018年3月

人工知能・ロボットと労働・雇用をめぐる視点（第1部研究・技術動向 Ⅸ クラウドソーシング）

馬場,雪乃

国立国会図書館調査資料 2018年3月

Wisdom of crowds for synthetic accessibility evaluation

Yukino Baba, Tetsu Isomura, Hisashi Kashima

Journal of Molecular Graphics and Modelling 80 217 - 223 2018年3月1日査読有り