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Yukino Baba
Person information
- affiliation: University of Tsukuba, Japan
- affiliation (former): Kyoto University, Japan
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2020 – today
- 2024
- [c53]Mingzhe Yang, Hiromi Arai, Naomi Yamashita, Yukino Baba:
Fair Machine Guidance to Enhance Fair Decision Making in Biased People. CHI 2024: 285:1-285:18 - [c52]Yuto Nakashima, Mingzhe Yang, Yukino Baba:
SwipeGANSpace: Swipe-to-Compare Image Generation via Efficient Latent Space Exploration. IUI 2024: 675-685 - [c51]Ayano Okoso, Keisuke Otaki, Satoshi Koide, Yukino Baba:
Toward Tone-Aware Explanations in Recommender Systems. UMAP 2024: 261-266 - [i10]Mingzhe Yang, Hiromi Arai, Naomi Yamashita, Yukino Baba:
Fair Machine Guidance to Enhance Fair Decision Making in Biased People. CoRR abs/2404.05228 (2024) - [i9]Yuto Nakashima, Mingzhe Yang, Yukino Baba:
SwipeGANSpace: Swipe-to-Compare Image Generation via Efficient Latent Space Exploration. CoRR abs/2404.19693 (2024) - [i8]Ayano Okoso, Keisuke Otaki, Satoshi Koide, Yukino Baba:
Impact of Tone-Aware Explanations in Recommender Systems. CoRR abs/2405.05061 (2024) - 2023
- [c50]Keisuke Otaki, Yukino Baba:
Extended Travel Itinerary Datasets Towards Reproducibility. RecTour@RecSys 2023: 18-28 - [i7]Rina Kagawa, Masaki Matsubara, Rei Miyata, Takuya Matsuzaki, Yukino Baba, Yoko Yamakata:
An experimental framework for designing document structure for users' decision making - An empirical study of recipes. CoRR abs/2305.01359 (2023) - 2022
- [c49]Keisuke Otaki, Yukino Baba:
Maximal Likelihood Itinerary Planning with User Interaction Data. RecTour@RecSys 2022: 37-46 - 2021
- [c48]Toshihiro Kamishima, Shotaro Akaho, Yukino Baba, Hisashi Kashima:
Preliminary Experiments to Examine the Stability of Bias-Aware Techniques. BIAS 2021: 25-35 - [c47]Rina Kagawa, Yukino Baba, Hideo Tsurushima:
A practical and universal framework for generating publicly available medical notes of authentic quality via the power of crowds. IEEE BigData 2021: 3534-3543 - [c46]Kouta Nakayama, Shuhei Kurita, Akio Kobayashi, Yukino Baba, Satoshi Sekine:
Co-Teaching Student-Model through Submission Results of Shared Task. EMNLP (Findings) 2021: 4525-4535 - [c45]Yota Ueda, Kazuki Fujii, Yuki Saito, Shinnosuke Takamichi, Yukino Baba, Hiroshi Saruwatari:
Humanacgan: Conditional Generative Adversarial Network with Human-Based Auxiliary Classifier and its Evaluation in Phoneme Perception. ICASSP 2021: 6468-6472 - [i6]Yota Ueda, Kazuki Fujii, Yuki Saito, Shinnosuke Takamichi, Yukino Baba, Hiroshi Saruwatari:
HumanACGAN: conditional generative adversarial network with human-based auxiliary classifier and its evaluation in phoneme perception. CoRR abs/2102.04051 (2021) - 2020
- [j7]Shonosuke Harada, Hirotaka Akita, Masashi Tsubaki, Yukino Baba, Ichigaku Takigawa, Yoshihiro Yamanishi, Hisashi Kashima:
Dual graph convolutional neural network for predicting chemical networks. BMC Bioinform. 21-S(3): 94 (2020) - [j6]Shun Ito, Yukino Baba, Tetsu Isomura, Hisashi Kashima:
Synthetic accessibility assessment using auxiliary responses. Expert Syst. Appl. 145: 113106 (2020) - [c44]Hitoshi Kusano, Yuji Horiguchi, Yukino Baba, Hisashi Kashima:
Stress Prediction from Head Motion. DSAA 2020: 488-495 - [c43]Yukino Baba, Jiyi Li, Hisashi Kashima:
CrowDEA: Multi-View Idea Prioritization with Crowds. HCOMP 2020: 23-32 - [c42]Kazuki Fujii, Yuki Saito, Shinnosuke Takamichi, Yukino Baba, Hiroshi Saruwatari:
Humangan: Generative Adversarial Network With Human-Based Discriminator And Its Evaluation In Speech Perception Modeling. ICASSP 2020: 6239-6243 - [c41]Jiyi Li, Yasushi Kawase, Yukino Baba, Hisashi Kashima:
Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization. IJCAI 2020: 1534-1541 - [i5]Mingzhe Yang, Yukino Baba:
Iterative Machine Teaching without Teachers. CoRR abs/2006.15339 (2020) - [i4]Yukino Baba, Jiyi Li, Hisashi Kashima:
CrowDEA: Multi-view Idea Prioritization with Crowds. CoRR abs/2008.02354 (2020)
2010 – 2019
- 2019
- [c40]Kousuke Uo, Masaki Kobayashi, Masaki Matsubara, Yukino Baba, Atsuyuki Morishima:
Active Learning Strategies for Hierarchical Labeling Microtasks. IEEE BigData 2019: 4647-4650 - [c39]Takeru Sunahase, Yukino Baba, Hisashi Kashima:
Probabilistic Modeling of Peer Correction and Peer Assessment. EDM 2019 - [c38]Kosuke Yoshimura, Tomoaki Iwase, Yukino Baba, Hisashi Kashima:
Interdependence Model for Multi-label Classification. ICANN (4) 2019: 55-68 - [c37]Yusuke Sakata, Yukino Baba, Hisashi Kashima:
Crownn: Human-in-the-loop Network with Crowd-generated Inputs. ICASSP 2019: 7555-7559 - [c36]Daiki Tanaka, Yukino Baba, Hisashi Kashima, Yuta Okubo:
Large-scale Driver Identification Using Automobile Driving Data. SMC 2019: 3441-3446 - [i3]Kazuki Fujii, Yuki Saito, Shinnosuke Takamichi, Yukino Baba, Hiroshi Saruwatari:
HumanGAN: generative adversarial network with human-based discriminator and its evaluation in speech perception modeling. CoRR abs/1909.11391 (2019) - 2018
- [j5]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. J. Inf. Process. 26: 306-313 (2018) - [c35]Ryusuke Takahama, Yukino Baba, Nobuyuki Shimizu, Sumio Fujita, Hisashi Kashima:
AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling. AAAI 2018: 1619-1626 - [c34]Yukino Baba, Tomoumi Takase, Kyohei Atarashi, Satoshi Oyama, Hisashi Kashima:
Data Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges. AAAI 2018: 7887-7892 - [c33]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: 7934-7940 - [c32]Jiyi Li, Yukino Baba, Hisashi Kashima:
Incorporating Worker Similarity for Label Aggregation in Crowdsourcing. ICANN (2) 2018: 596-606 - [c31]Hirotaka Akita, Kosuke Nakago, Tomoki Komatsu, Yohei Sugawara, Shin-ichi Maeda, Yukino Baba, Hisashi Kashima:
BayesGrad: Explaining Predictions of Graph Convolutional Networks. ICONIP (5) 2018: 81-92 - [c30]Jiyi Li, Yukino Baba, Hisashi Kashima:
Simultaneous Clustering and Ranking from Pairwise Comparisons. IJCAI 2018: 1554-1560 - [c29]Yukino Baba:
Statistical Quality Control for Human Computation and Crowdsourcing. IJCAI 2018: 5667-5671 - [c28]Takuya Kuwahara, Yukino Baba, Hisashi Kashima, Takeshi Kishikawa, Jun'ichi Tsurumi, Tomoyuki Haga, Yoshihiro Ujiie, Takamitsu Sasaki, Hideki Matsushima:
Payload-Based Statistical Intrusion Detection for In-Vehicle Networks. PAKDD (Workshops) 2018: 186-192 - [i2]Hirotaka Akita, Kosuke Nakago, Tomoki Komatsu, Yohei Sugawara, Shin-ichi Maeda, Yukino Baba, Hisashi Kashima:
BayesGrad: Explaining Predictions of Graph Convolutional Networks. CoRR abs/1807.01985 (2018) - [i1]Shonosuke Harada, Hirotaka Akita, Masashi Tsubaki, Yukino Baba, Ichigaku Takigawa, Yoshihiro Yamanishi, Hisashi Kashima:
Dual Convolutional Neural Network for Graph of Graphs Link Prediction. CoRR abs/1810.02080 (2018) - 2017
- [c27]Takeru Sunahase, Yukino Baba, Hisashi Kashima:
Pairwise HITS: Quality Estimation from Pairwise Comparisons in Creator-Evaluator Crowdsourcing Process. AAAI 2017: 977-984 - [c26]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]Jiyi Li, Yukino Baba, Hisashi Kashima:
Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing. CIKM 2017: 1069-1078 - [c24]Kosuke Yoshimura, Yukino Baba, Hisashi Kashima:
Quality Control for Crowdsourced Multi-label Classification Using RAkEL. ICONIP (1) 2017: 64-73 - [c23]Hirotaka Akita, Yukino Baba, Hisashi Kashima, Atsuto Seko:
Atomic Distance Kernel for Material Property Prediction. ICONIP (1) 2017: 526-533 - [c22]Jiuding Duan, Jiyi Li, Yukino Baba, Hisashi Kashima:
A Generalized Model for Multidimensional Intransitivity. PAKDD (2) 2017: 840-852 - [c21]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]Naoki Otani, Yukino Baba, Hisashi Kashima:
Quality control of crowdsourced classification using hierarchical class structures. Expert Syst. Appl. 58: 155-163 (2016) - [j3]Yukino Baba, Kei Kinoshita, Hisashi Kashima:
Participation recommendation system for crowdsourcing contests. Expert Syst. Appl. 58: 174-183 (2016) - [j2]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. Int. J. Data Sci. Anal. 2(1-2): 45-60 (2016) - [c20]Patrick Jörger, Yukino Baba, Hisashi Kashima:
Learning to Enumerate. ICANN (1) 2016: 453-460 - [c19]Yo Ehara, Yukino Baba, Masao Utiyama, Eiichiro Sumita:
Assessing Translation Ability through Vocabulary Ability Assessment. IJCAI 2016: 3712-3718 - 2015
- [c18]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]Naoki Otani, Yukino Baba, Hisashi Kashima:
Quality Control for Crowdsourced Hierarchical Classification. ICDM 2015: 937-942 - [c16]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]Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima:
Quality Control for Crowdsourced POI Collection. PAKDD (2) 2015: 255-267 - 2014
- [j1]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]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]Yukino Baba, Nozomi Nori, Shigeru Saito, Hisashi Kashima:
Crowdsourced data analytics: A case study of a predictive modeling competition. DSAA 2014: 284-289 - [c12]Yukino Baba, Nozomi Nori, Shigeru Saito, Hisashi Kashima:
Crowdsourced Data Analytics: A Case Study of a Predictive Modeling Competition. HCOMP 2014: 4-5 - [c11]Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima:
Quality Control for Crowdsourced Enumeration Tasks. HCOMP 2014: 28-29 - [c10]Hiroshi Kajino, Yukino Baba, Hisashi Kashima:
Instance-Privacy Preserving Crowdsourcing. HCOMP 2014: 96-103 - [c9]Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima:
Crowdordering. PAKDD (2) 2014: 336-347 - 2013
- [c8]Yukino Baba, Hisashi Kashima:
Statistical Quality Estimation for General Crowdsourcing Tasks. HCOMP (Works in Progress / Demos) 2013 - [c7]Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima:
Crowdsourcing Quality Control for Item Ordering Tasks. HCOMP (Works in Progress / Demos) 2013 - [c6]Satoshi Oyama, Yukino Baba, Yuko Sakurai, Hisashi Kashima:
EM-Based Inference of True Labels Using Confidence Judgments. HCOMP (Works in Progress / Demos) 2013 - [c5]Yukino Baba, Hisashi Kashima, Kei Kinoshita, Goushi Yamaguchi, Yosuke Akiyoshi:
Leveraging Crowdsourcing to Detect Improper Tasks in Crowdsourcing Marketplaces. IAAI 2013: 1487-1492 - [c4]Satoshi Oyama, Yukino Baba, Yuko Sakurai, Hisashi Kashima:
Accurate Integration of Crowdsourced Labels Using Workers' Self-reported Confidence Scores. IJCAI 2013: 2554-2560 - [c3]Yukino Baba, Hisashi Kashima:
Statistical quality estimation for general crowdsourcing tasks. KDD 2013: 554-562 - 2012
- [c2]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]Yukino Baba, Fuyuki Ishikawa, Shinichi Honiden:
Extraction of Places Related to Flickr Tags. ECAI 2010: 523-528
Coauthor Index
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