Yukino Baba

Orcid: 0000-0001-5310-9841

Affiliations:
  • University of Tsukuba, Japan
  • Kyoto University, Japan (former)


According to our database1, Yukino Baba authored at least 58 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
An experimental framework for designing document structure for users' decision making - An empirical study of recipes.
CoRR, 2023

Extended Travel Itinerary Datasets Towards Reproducibility.
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.
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.
Proceedings of the IEEE International Conference on Acoustics, 2021

Co-Teaching Student-Model through Submission Results of Shared Task.
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.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Preliminary Experiments to Examine the Stability of Bias-Aware Techniques.
Proceedings of the Advances in Bias and Fairness in Information Retrieval, 2021

2020
Dual graph convolutional neural network for predicting chemical networks.
BMC Bioinform., April, 2020

Synthetic accessibility assessment using auxiliary responses.
Expert Syst. Appl., 2020

Iterative Machine Teaching without Teachers.
CoRR, 2020

Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization.
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.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

CrowDEA: Multi-View Idea Prioritization with Crowds.
Proceedings of the Eighth AAAI Conference on Human Computation and Crowdsourcing, 2020

Stress Prediction from Head Motion.
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019
Large-scale Driver Identification Using Automobile Driving Data.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Crownn: Human-in-the-loop Network with Crowd-generated Inputs.
Proceedings of the IEEE International Conference on Acoustics, 2019

Interdependence Model for Multi-label Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

Probabilistic Modeling of Peer Correction and Peer Assessment.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

Active Learning Strategies for Hierarchical Labeling Microtasks.
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.
J. Inf. Process., 2018

Dual Convolutional Neural Network for Graph of Graphs Link Prediction.
CoRR, 2018

Payload-Based Statistical Intrusion Detection for In-Vehicle Networks.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

Simultaneous Clustering and Ranking from Pairwise Comparisons.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Statistical Quality Control for Human Computation and Crowdsourcing.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

BayesGrad: Explaining Predictions of Graph Convolutional Networks.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Incorporating Worker Similarity for Label Aggregation in Crowdsourcing.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling.
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.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Data Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Distributed Multi-task Learning for Sensor Network.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

A Generalized Model for Multidimensional Intransitivity.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Quality Control for Crowdsourced Multi-label Classification Using RAkEL.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Atomic Distance Kernel for Material Property Prediction.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing.
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.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Predicting Fuel Consumption and Flight Delays for Low-Cost Airlines.
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.
Int. J. Data Sci. Anal., 2016

Quality control of crowdsourced classification using hierarchical class structures.
Expert Syst. Appl., 2016

Participation recommendation system for crowdsourcing contests.
Expert Syst. Appl., 2016

Assessing Translation Ability through Vocabulary Ability Assessment.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

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

2015
Quality Control for Crowdsourced POI Collection.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Predictive Approaches for Low-Cost Preventive Medicine Program in Developing Countries.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Quality Control for Crowdsourced Hierarchical Classification.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

From one star to three stars: Upgrading legacy open data using crowdsourcing.
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.
Expert Syst. Appl., 2014

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

Instance-Privacy Preserving Crowdsourcing.
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Quality Control for Crowdsourced Enumeration Tasks.
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Crowdsourced data analytics: A case study of a predictive modeling competition.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Skill Ontology-Based Model for Quality Assurance in Crowdsourcing.
Proceedings of the Database Systems for Advanced Applications, 2014

2013
Accurate Integration of Crowdsourced Labels Using Workers' Self-reported Confidence Scores.
Proceedings of the IJCAI 2013, 2013

Leveraging Crowdsourcing to Detect Improper Tasks in Crowdsourcing Marketplaces.
Proceedings of the Twenty-Fifth Innovative Applications of Artificial Intelligence Conference, 2013

EM-Based Inference of True Labels Using Confidence Judgments.
Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

Crowdsourcing Quality Control for Item Ordering Tasks.
Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

Statistical Quality Estimation for General Crowdsourcing Tasks.
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.
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.
Proceedings of the ECAI 2010, 2010


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