| Research Paper |
Author & Researcher |
Year Finished |
| AI in Healthcare |
|
|
| Towards Explainable AI on Chest X-ray Diagnosis using Image Segmentation and CAM Visualization: [Third Symposium on Knowledge-guided ML (KGML-AAAI-22), KGML-AAAI-22 Home] |
Leon Liu, Yiqiao Yin |
Nov. 2022 |
Using Machine Learning to Classify Human Fetal Health and Analyze Feature Importance
|
Yash Bingi, Yiqiao Yin |
Jan. 2023 |
| A Multi-Output Network with U-Net Enhanced Class Activation Map and Robust Classification Performance for Medical Imaging Analysis |
Jaiden Xuan Schraut, Leon Liu, Yiqiao Yin |
Jan. 2023 |
| A Machine Learning based Enrollment Rate Forecasting System: Pre-printed, OHDSI Link (Credits for Edna Benko Williams) |
Yiqiao Yin |
Oct. 2022 |
| K12 AI Education and AI4ALL |
|
|
| AI4ALL: K12 AI Education [WASET, Vol 17 (1), 2023, ] |
Yiqiao Yin |
Aug. 2022 |
| Representation Learning and Explainable AI |
|
|
| Towards Explainable Artificial Intelligence Using Interaction-Based Representation Learning |
Yiqiao Yin |
May 2022 |
| Fundamentals of Interaction-based Learning |
Yiqiao Yin |
Apr. 2022 |
| XAI in Healthcare: A Novel XAI Approach Towards Radiology Image Classification: [AAAI 22′ Workshops, W37 Home, Poster, Presentation | Details: AAAI 22′ Schedule Home, AAAI 22′ Workshop Page (My talk is in W37: Trustworthy AI in Healthcare)] | Updated slides. |
Yiqiao Yin |
Mar. 2022 |
| I-score Review Paper: A Novel Approach to Explainable AI |
Yiqiao Yin |
Jan. 2022 |
| Interaction-based Recurrent Neural Networks |
Yiqiao Yin |
Dec. 2021 |
| Interaction-based Convolutional Neural Networks |
Yiqiao Yin |
Dec. 2021 |
| An Interaction-based Method |
Yiqiao Yin |
Dec. 2021 |
| Money Management |
|
|
| Art of Money Management |
Yiqiao Yin |
Jan. 2017 |
| Trading and Secondary Market |
|
|
| Buy Signal From Limit Theory: An Empirical Investigation |
Yiqiao Yin |
Jun. 2020 |
| Buy Signal from Limit Theorem |
Yiqiao Yin |
May 2018 |
| Time Series Analysis on Stock Returns |
Yiqiao Yin |
May 2017 |
| Martingale to Optimal Trading |
Yiqiao Yin |
Oct. 2016 |
| Anomaly Correction by Trading Frequency [3] (Slide) |
Yiqiao Yin |
Sep. 2016 |
| Absolute Alpha with Moving Averages: A Consistent Trading Strategy (Slide) |
Yiqiao Yin |
Apr. 2016 |
| Absolute Alpha with Limited Leverage |
Yiqiao Yin |
Feb. 2016 |
| Absolute Alpha by Beta Manipulation |
Yiqiao Yin |
Oct. 2014 |
| Macroeconomics |
|
|
| Trade Dynamics with Endogenous Contact Rate |
Yiqiao Yin |
May 2016 |
| Empirical Asset pricing |
|
|
| Empirical Study on Greed [2] |
Yiqiao Yin |
Jan. 2016 |
| Alternative Empirical Study on Market Value Balance Sheet [2] |
Yiqiao Yin |
Dec. 2015 |
| Empirical Study on Market Value Balance Sheet (MVBS) |
Yiqiao Yin |
Nov. 2015 |
| Cross-section Study on Stock Returns to Future-expectation Theorem |
Yiqiao Yin |
Oct. 2015 |
| How to Understand Future Returns of a Security? [1] |
Yiqiao Yin |
Winter 2014 |
Note:
[1] Original edition published in Journal of Undergraduate Research Fall 2013. Volume 12. Issue 1. Available online JUR at University of Rochester.
[2] Data from Wharton Research Data Service and Ken French Data Library.
[3] Original edition published in Columbia Undergraduate Science Journal. Volume 11. Spring 2017. pp.4-7. Available online CUSJ at Columbia University.
[4] Proprietary information. Contact me via LinkedIn if you are interested.
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