Yukino Baba

According to our database, Yukino Baba authored at least 62 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Impact of Tone-Aware Explanations in Recommender Systems.

Ayano Okoso, Keisuke Otaki, Satoshi Koide, Yukino Baba

CoRR, 2024

Toward Tone-Aware Explanations in Recommender Systems.

Ayano Okoso, Keisuke Otaki, Satoshi Koide, Yukino Baba

Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, 2024

SwipeGANSpace: Swipe-to-Compare Image Generation via Efficient Latent Space Exploration.

Yuto Nakashima, Mingzhe Yang, Yukino Baba

Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

An Experimental Framework for Designing Document Structure for Users' Decision Making: An Empirical Study of Recipes.

Rina Kagawa, Masaki Matsubara, Rei Miyata, Takuya Matsuzaki, Yukino Baba, Yoko Yamakata

Proceedings of the Sustainability and Empowerment in the Context of Digital Libraries, 2024

Fair Machine Guidance to Enhance Fair Decision Making in Biased People.

Mingzhe Yang, Hiromi Arai, Naomi Yamashita, Yukino Baba

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Extended Travel Itinerary Datasets Towards Reproducibility.

Keisuke Otaki, Yukino Baba

Proceedings of the Workshop on Recommenders in Tourism co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

2022

Maximal Likelihood Itinerary Planning with User Interaction Data.

Keisuke Otaki, Yukino Baba

Proceedings of the Workshop on Recommenders in Tourism (RecTour 2022) co-located with the 16th ACM Conference on Recommender Systems (RecSys 2022), 2022

2021

Humanacgan: Conditional Generative Adversarial Network with Human-Based Auxiliary Classifier and its Evaluation in Phoneme Perception.

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

Proceedings of the IEEE International Conference on Acoustics, 2021

Co-Teaching Student-Model through Submission Results of Shared Task.

Kouta Nakayama, Shuhei Kurita, Akio Kobayashi, Yukino Baba, Satoshi Sekine

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

A practical and universal framework for generating publicly available medical notes of authentic quality via the power of crowds.

Rina Kagawa, Yukino Baba, Hideo Tsurushima

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Preliminary Experiments to Examine the Stability of Bias-Aware Techniques.

Toshihiro Kamishima, Shotaro Akaho, Yukino Baba, Hisashi Kashima

Proceedings of the Advances in Bias and Fairness in Information Retrieval, 2021

2020

Dual graph convolutional neural network for predicting chemical networks.

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

BMC Bioinform., April, 2020

Synthetic accessibility assessment using auxiliary responses.

Shun Ito, Yukino Baba, Tetsu Isomura, Hisashi Kashima

Expert Syst. Appl., 2020

Iterative Machine Teaching without Teachers.

Mingzhe Yang, Yukino Baba

CoRR, 2020

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

Jiyi Li, Yasushi Kawase, Yukino Baba, Hisashi Kashima

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Humangan: Generative Adversarial Network With Human-Based Discriminator And Its Evaluation In Speech Perception Modeling.

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

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

CrowDEA: Multi-View Idea Prioritization with Crowds.

Yukino Baba, Jiyi Li, Hisashi Kashima

Proceedings of the Eighth AAAI Conference on Human Computation and Crowdsourcing, 2020

Stress Prediction from Head Motion.

Hitoshi Kusano, Yuji Horiguchi, Yukino Baba, Hisashi Kashima

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019

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, 2019

Crownn: Human-in-the-loop Network with Crowd-generated Inputs.

Yusuke Sakata, Yukino Baba, Hisashi Kashima

Proceedings of the IEEE International Conference on Acoustics, 2019

Interdependence Model for Multi-label Classification.

Kosuke Yoshimura, Tomoaki Iwase, Yukino Baba, Hisashi Kashima

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

Probabilistic Modeling of Peer Correction and Peer Assessment.

Takeru Sunahase, Yukino Baba, Hisashi Kashima

Proceedings of the 12th International Conference on Educational Data Mining, 2019

Active Learning Strategies for Hierarchical Labeling Microtasks.

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

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Supervised and Unsupervised Intrusion Detection Based on CAN Message Frequencies for In-vehicle Network.

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

J. Inf. Process., 2018

Dual Convolutional Neural Network for Graph of Graphs Link Prediction.

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

CoRR, 2018

Payload-Based Statistical Intrusion Detection for In-Vehicle Networks.

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

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

Simultaneous Clustering and Ranking from Pairwise Comparisons.

Jiyi Li, Yukino Baba, Hisashi Kashima

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Statistical Quality Control for Human Computation and Crowdsourcing.

Yukino Baba

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

BayesGrad: Explaining Predictions of Graph Convolutional Networks.

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

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Incorporating Worker Similarity for Label Aggregation in Crowdsourcing.

Jiyi Li, Yukino Baba, Hisashi Kashima

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling.

Ryusuke Takahama, Yukino Baba, Nobuyuki Shimizu, Sumio Fujita, Hisashi Kashima

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Predictive Modeling of Learning Continuation in Preschool Education Using Temporal Patterns of Development Tests.

Junpei Naito, Yukino Baba, Hisashi Kashima, Takenori Takaki, Takuya Funo

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Data Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges.

Yukino Baba, Tomoumi Takase, Kyohei Atarashi, Satoshi Oyama, Hisashi Kashima

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Distributed Multi-task Learning for Sensor Network.

Jiyi Li, Tomohiro Arai, Yukino Baba, Hisashi Kashima, Shotaro Miwa

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

A Generalized Model for Multidimensional Intransitivity.

Jiuding Duan, Jiyi Li, Yukino Baba, Hisashi Kashima

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Quality Control for Crowdsourced Multi-label Classification Using RAkEL.

Kosuke Yoshimura, Yukino Baba, Hisashi Kashima

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Atomic Distance Kernel for Material Property Prediction.

Hirotaka Akita, Yukino Baba, Hisashi Kashima, Atsuto Seko

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing.

Jiyi Li, Yukino Baba, Hisashi Kashima

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Pairwise HITS: Quality Estimation from Pairwise Comparisons in Creator-Evaluator Crowdsourcing Process.

Takeru Sunahase, Yukino Baba, Hisashi Kashima

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Predicting Fuel Consumption and Flight Delays for Low-Cost Airlines.

Yuji Horiguchi, Yukino Baba, Hisashi Kashima, Masahito Suzuki, Hiroki Kayahara, Jun Maeno

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Crowdsourcing chart digitizer: task design and quality control for making legacy open data machine-readable.

Satoshi Oyama, Yukino Baba, Ikki Ohmukai, Hiroaki Dokoshi, Hisashi Kashima

Int. J. Data Sci. Anal., 2016

Quality control of crowdsourced classification using hierarchical class structures.

Naoki Otani, Yukino Baba, Hisashi Kashima

Expert Syst. Appl., 2016

Participation recommendation system for crowdsourcing contests.

Yukino Baba, Kei Kinoshita, Hisashi Kashima

Expert Syst. Appl., 2016

Assessing Translation Ability through Vocabulary Ability Assessment.

Yo Ehara, Yukino Baba, Masao Utiyama, Eiichiro Sumita

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Learning to Enumerate.

Patrick Jörger, Yukino Baba, Hisashi Kashima

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015

Quality Control for Crowdsourced POI Collection.

Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Predictive Approaches for Low-Cost Preventive Medicine Program in Developing Countries.

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

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Quality Control for Crowdsourced Hierarchical Classification.

Naoki Otani, Yukino Baba, Hisashi Kashima

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

From one star to three stars: Upgrading legacy open data using crowdsourcing.

Satoshi Oyama, Yukino Baba, Ikki Ohmukai, Hiroaki Dokoshi, Hisashi Kashima

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014

Leveraging non-expert crowdsourcing workers for improper task detection in crowdsourcing marketplaces.

Yukino Baba, Hisashi Kashima, Kei Kinoshita, Goushi Yamaguchi, Yosuke Akiyoshi

Expert Syst. Appl., 2014

Crowdordering.

Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Instance-Privacy Preserving Crowdsourcing.

Hiroshi Kajino, Yukino Baba, Hisashi Kashima

Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Quality Control for Crowdsourced Enumeration Tasks.

Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima

Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Crowdsourced data analytics: A case study of a predictive modeling competition.

Yukino Baba, Nozomi Nori, Shigeru Saito, Hisashi Kashima

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Skill Ontology-Based Model for Quality Assurance in Crowdsourcing.

Kinda El Maarry, Wolf-Tilo Balke, Hyunsouk Cho, Seung-won Hwang, Yukino Baba

Proceedings of the Database Systems for Advanced Applications, 2014

2013

Statistical quality estimation for general crowdsourcing tasks.

Yukino Baba, Hisashi Kashima

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Accurate Integration of Crowdsourced Labels Using Workers' Self-reported Confidence Scores.

Satoshi Oyama, Yukino Baba, Yuko Sakurai, Hisashi Kashima

Proceedings of the IJCAI 2013, 2013

Leveraging Crowdsourcing to Detect Improper Tasks in Crowdsourcing Marketplaces.

Yukino Baba, Hisashi Kashima, Kei Kinoshita, Goushi Yamaguchi, Yosuke Akiyoshi

Proceedings of the Twenty-Fifth Innovative Applications of Artificial Intelligence Conference, 2013

EM-Based Inference of True Labels Using Confidence Judgments.

Satoshi Oyama, Yukino Baba, Yuko Sakurai, Hisashi Kashima

Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

Crowdsourcing Quality Control for Item Ordering Tasks.

Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima

Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

2012

How Are Spelling Errors Generated and Corrected? A Study of Corrected and Uncorrected Spelling Errors Using Keystroke Logs.

Yukino Baba, Hisami Suzuki

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2010

Extraction of Places Related to Flickr Tags.

Yukino Baba, Fuyuki Ishikawa, Shinichi Honiden

Proceedings of the ECAI 2010, 2010