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Yukino Baba

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affiliation: Kyoto University, Japan

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2018
[j5]
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Takuya Kuwahara, Yukino Baba, Hisashi Kashima, Takeshi Kishikawa, Jun'ichi Tsurumi, Tomoyuki Haga, Yoshihiro Ujiie, Takamitsu Sasaki, Hideki Matsushima:
Supervised and Unsupervised Intrusion Detection Based on CAN Message Frequencies for In-vehicle Network. JIP 26: 306-313 (2018)
[c30]
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Yukino Baba, Tomoumi Takase, Kyohei Atarashi, Satoshi Oyama, Hisashi Kashima:
Data Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges. AAAI 2018
[c29]
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Junpei Naito, Yukino Baba, Hisashi Kashima, Takenori Takaki, Takuya Funo:
Predictive Modeling of Learning Continuation in Preschool Education Using Temporal Patterns of Development Tests. AAAI 2018
[c28]
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Ryusuke Takahama, Yukino Baba, Nobuyuki Shimizu, Sumio Fujita, Hisashi Kashima:
AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling. AAAI 2018
2017
[c27]
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  - conf/aaai/SunahaseBK17
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Takeru Sunahase, Yukino Baba, Hisashi Kashima:
Pairwise HITS: Quality Estimation from Pairwise Comparisons in Creator-Evaluator Crowdsourcing Process. AAAI 2017: 977-984
[c26]
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  - conf/aaai/HorituchiBKSKM17
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Yuji Horiguchi, Yukino Baba, Hisashi Kashima, Masahito Suzuki, Hiroki Kayahara, Jun Maeno:
Predicting Fuel Consumption and Flight Delays for Low-Cost Airlines. AAAI 2017: 4686-4693
[c25]
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  - conf/cikm/LiBK17
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Jiyi Li, Yukino Baba, Hisashi Kashima:
Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing. CIKM 2017: 1069-1078
[c24]
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  - conf/iconip/YoshimuraBK17
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Kosuke Yoshimura, Yukino Baba, Hisashi Kashima:
Quality Control for Crowdsourced Multi-label Classification Using RAkEL. ICONIP (1) 2017: 64-73
[c23]
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  - conf/iconip/AkitaBKS17
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Hirotaka Akita, Yukino Baba, Hisashi Kashima, Atsuto Seko:
Atomic Distance Kernel for Material Property Prediction. ICONIP (1) 2017: 526-533
[c22]
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  - conf/pakdd/DuanLBK17
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Jiuding Duan, Jiyi Li, Yukino Baba, Hisashi Kashima:
A Generalized Model for Multidimensional Intransitivity. PAKDD (2) 2017: 840-852
[c21]
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Jiyi Li, Tomohiro Arai, Yukino Baba, Hisashi Kashima, Shotaro Miwa:
Distributed Multi-task Learning for Sensor Network. ECML/PKDD (2) 2017: 657-672
2016
[j4]
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  - journals/eswa/OtaniBK16
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Naoki Otani, Yukino Baba, Hisashi Kashima:
Quality control of crowdsourced classification using hierarchical class structures. Expert Syst. Appl. 58: 155-163 (2016)
[j3]
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Yukino Baba, Kei Kinoshita, Hisashi Kashima:
Participation recommendation system for crowdsourcing contests. Expert Syst. Appl. 58: 174-183 (2016)
[j2]
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  - journals/ijdsa/OyamaBODK16
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Satoshi Oyama, Yukino Baba, Ikki Ohmukai, Hiroaki Dokoshi, Hisashi Kashima:
Crowdsourcing chart digitizer: task design and quality control for making legacy open data machine-readable. I. J. Data Science and Analytics 2(1-2): 45-60 (2016)
[c20]
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  - conf/icann/JorgerBK16
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Patrick Jörger, Yukino Baba, Hisashi Kashima:
Learning to Enumerate. ICANN (1) 2016: 453-460
[c19]
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  - conf/ijcai/EharaBUS16
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Yo Ehara, Yukino Baba, Masao Utiyama, Eiichiro Sumita:
Assessing Translation Ability through Vocabulary Ability Assessment. IJCAI 2016: 3712-3718
2015
[c18]
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Satoshi Oyama, Yukino Baba, Ikki Ohmukai, Hiroaki Dokoshi, Hisashi Kashima:
From one star to three stars: Upgrading legacy open data using crowdsourcing. DSAA 2015: 1-9
[c17]
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Naoki Otani, Yukino Baba, Hisashi Kashima:
Quality Control for Crowdsourced Hierarchical Classification. ICDM 2015: 937-942
[c16]
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  - conf/kdd/BabaKNKGIAKIHKS15
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Yukino Baba, Hisashi Kashima, Yasunobu Nohara, Eiko Kai, Partha Pratim Ghosh, Rafiqul Islam Maruf, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Tatsuo Hiramatsu, Michio Kimura, Shuji Shimizu, Kunihisa Kobayashi, Koji Tsuda, Masashi Sugiyama, Mathieu Blondel, Naonori Ueda, Masaru Kitsuregawa, Naoki Nakashima:
Predictive Approaches for Low-Cost Preventive Medicine Program in Developing Countries. KDD 2015: 1681-1690
[c15]
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Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima:
Quality Control for Crowdsourced POI Collection. PAKDD (2) 2015: 255-267
2014
[j1]
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Yukino Baba, Hisashi Kashima, Kei Kinoshita, Goushi Yamaguchi, Yosuke Akiyoshi:
Leveraging non-expert crowdsourcing workers for improper task detection in crowdsourcing marketplaces. Expert Syst. Appl. 41(6): 2678-2687 (2014)
[c14]
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  - conf/dasfaa/MaarryBCHB14
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Kinda El Maarry, Wolf-Tilo Balke, Hyunsouk Cho, Seung-won Hwang, Yukino Baba:
Skill Ontology-Based Model for Quality Assurance in Crowdsourcing. DASFAA Workshops 2014: 376-387
[c13]
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Yukino Baba, Nozomi Nori, Shigeru Saito, Hisashi Kashima:
Crowdsourced data analytics: A case study of a predictive modeling competition. DSAA 2014: 284-289
[c12]
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  - conf/hcomp/BabaNSK14
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Yukino Baba, Nozomi Nori, Shigeru Saito, Hisashi Kashima:
Crowdsourced Data Analytics: A Case Study of a Predictive Modeling Competition. HCOMP 2014
[c11]
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  - conf/hcomp/KajimuraBKK14
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Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima:
Quality Control for Crowdsourced Enumeration Tasks. HCOMP 2014
[c10]
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  - conf/hcomp/KajinoBK14
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Hiroshi Kajino, Yukino Baba, Hisashi Kashima:
Instance-Privacy Preserving Crowdsourcing. HCOMP 2014
[c9]
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  - conf/pakdd/MatsuiBKK14
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Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima:
Crowdordering. PAKDD (2) 2014: 336-347
2013
[c8]
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  - conf/hcomp/BabaK13a
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Yukino Baba, Hisashi Kashima:
Statistical Quality Estimation for General Crowdsourcing Tasks. HCOMP (Works in Progress / Demos) 2013
[c7]
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  - conf/hcomp/MatsuiBKK13a
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Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima:
Crowdsourcing Quality Control for Item Ordering Tasks. HCOMP (Works in Progress / Demos) 2013
[c6]
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  - conf/hcomp/OyamaBSK13a
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Satoshi Oyama, Yukino Baba, Yuko Sakurai, Hisashi Kashima:
EM-Based Inference of True Labels Using Confidence Judgments. HCOMP (Works in Progress / Demos) 2013
[c5]
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  - conf/iaai/BabaKKYA13
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Yukino Baba, Hisashi Kashima, Kei Kinoshita, Goushi Yamaguchi, Yosuke Akiyoshi:
Leveraging Crowdsourcing to Detect Improper Tasks in Crowdsourcing Marketplaces. IAAI 2013
[c4]
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  - conf/ijcai/OyamaBSK13
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Satoshi Oyama, Yukino Baba, Yuko Sakurai, Hisashi Kashima:
Accurate Integration of Crowdsourced Labels Using Workers' Self-reported Confidence Scores. IJCAI 2013: 2554-2560
[c3]
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  - conf/kdd/BabaK13
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Yukino Baba, Hisashi Kashima:
Statistical quality estimation for general crowdsourcing tasks. KDD 2013: 554-562
2012
[c2]
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  - conf/acl/BabaS12
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Yukino Baba, Hisami Suzuki:
How Are Spelling Errors Generated and Corrected? A Study of Corrected and Uncorrected Spelling Errors Using Keystroke Logs. ACL (2) 2012: 373-377
2010
[c1]
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  - conf/ecai/BabaIH10
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Yukino Baba, Fuyuki Ishikawa, Shinichi Honiden:
Extraction of Places Related to Flickr Tags. ECAI 2010: 523-528

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