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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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