Helen Zhou

Orcid: 0000-0002-8865-7503

According to our database1, Helen Zhou authored at least 30 papers between 2002 and 2024.

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

Timeline

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Bibliography

2024
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium.
CoRR, 2024

REACT: Two Datasets for Analyzing Both Human Reactions and Evaluative Feedback to Robots Over Time.
Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

Timing as an Action: Learning When to Observe and Act.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
MoCo-Transfer: Investigating out-of-distribution contrastive learning for limited-data domains.
CoRR, 2023

Business Metric-Aware Forecasting for Inventory Management.
CoRR, 2023


Verbally Soliciting Human Feedback in Continuous Human-Robot Collaboration: Effects of the Framing and Timing of Reminders.
Proceedings of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, 2023

Evaluating Model Performance in Medical Datasets Over Time.
Proceedings of the Conference on Health, Inference, and Learning, 2023

Domain Adaptation under Missingness Shift.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Parallel Binary Image Cryptosystem Via Spiking Neural Networks Variants.
Int. J. Neural Syst., 2022

Model Evaluation in Medical Datasets Over Time.
CoRR, 2022


Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19.
Proceedings of the AMIA 2022, 2022

2021
Unpacking the Drop in COVID-19 Case Fatality Rates: A Study of National and Florida Line-Level Data.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Arbitrary-oriented object detection via dense feature fusion and attention model for remote sensing super-resolution image.
Neural Comput. Appl., 2020

CASR: a context-aware residual network for single-image super-resolution.
Neural Comput. Appl., 2020

A novel super-resolution CT image reconstruction via semi-supervised generative adversarial network.
Neural Comput. Appl., 2020

A semi-supervised convolutional transfer neural network for 3D pulmonary nodules detection.
Neurocomputing, 2020

Underwater salient object detection by combining 2D and 3D visual features.
Neurocomputing, 2020

Predicting Mortality Risk in Viral and Unspecified Pneumonia to Assist Clinicians with COVID-19 ECMO Planning.
CoRR, 2020

Treatment Policy Learning in Multiobjective Settings with Fully Observed Outcomes.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Mortality Risk Score for Critically Ill Patients with Viral or Unspecified Pneumonia: Assisting Clinicians with COVID-19 ECMO Planning.
Proceedings of the Artificial Intelligence in Medicine, 2020

2019
Particle swarm optimization with damping factor and cooperative mechanism.
Appl. Soft Comput., 2019

The Rensselaer Mandarin Project - A Cognitive and Immersive Language Learning Environment.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2015
Enhanced Twitter Sentiment Classification Using Contextual Information.
Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, 2015

Digital Stylometry: Linking Profiles Across Social Networks.
Proceedings of the Social Informatics - 7th International Conference, 2015

2013
A comparative study on the active power filter control strategy for independent and small power system.
Int. J. Model. Identif. Control., 2013

2011
A wireless approach for personal healthcare on everyday mobile devices.
Int. J. Intell. Syst. Technol. Appl., 2011

2003
A variable-radius multichannel MAC protocol for high-throughput low-power heterogeneous ad hoc networking.
Proceedings of the Global Telecommunications Conference, 2003

2002
A time space division multiple access (TSDMA) protocol for multihop wireless networks with access points.
Proceedings of the 55th IEEE Vehicular Technology Conference, 2002


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