Trading via Image Classification

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Trading via Image Classification

23 July 2019

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Papers citing "Trading via Image Classification"

13 / 13 papers shown

Title
Harnessing Vision Models for Time Series Analysis: A Survey Jingchao Ni Ziming Zhao ChengAo Shen Hanghang Tong Dongjin Song Wei Cheng Dongsheng Luo Haifeng Chen AI4TS 180 6 0 13 Feb 2025
ViTime: A Visual Intelligence-Based Foundation Model for Time Series Forecasting Luoxiao Yang Yun Wang Xinqi Fan Israel Cohen Jingdong Chen Yue Zhao Zijun Zhang AI4TS 113 8 0 10 Jul 2024
From Pixels to Predictions: Spectrogram and Vision Transformer for Better Time Series Forecasting Zhen Zeng Rachneet Kaur S. Siddagangappa T. Balch Manuela Veloso AI4TS 61 10 0 17 Mar 2024
Conservative Predictions on Noisy Financial Data Omkar Nabar Gautam Shroff 70 4 0 18 Oct 2023
Explainable AI for Time Series via Virtual Inspection Layers Johanna Vielhaben Sebastian Lapuschkin G. Montavon Wojciech Samek XAI AI4TS 81 29 0 11 Mar 2023
StyleTime: Style Transfer for Synthetic Time Series Generation Yousef El-Laham Svitlana Vyetrenko AI4TS 60 5 0 22 Sep 2022
Denoised Labels for Financial Time-Series Data via Self-Supervised Learning Yanqing Ma Carmine Ventre M. Polukarov NoLa 74 7 0 19 Dec 2021
Visual Time Series Forecasting: An Image-driven Approach N. Cohen Srijan Sood Zhen Zeng T. Balch Manuela Veloso AI4TS 50 14 0 02 Jul 2021
Dimension reduction of open-high-low-close data in candlestick chart based on pseudo-PCA Wenyang Huang Huiwen Wang Shanshan Wang 27 0 0 31 Mar 2021
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment Can Cui Wen Wang Meihui Zhang Gang Chen Zhaojing Luo Beng Chin Ooi 121 24 0 30 Mar 2021
Deep Video Prediction for Time Series Forecasting Zhen Zeng T. Balch Manuela Veloso AI4TS 59 14 0 24 Feb 2021
Insights into Fairness through Trust: Multi-scale Trust Quantification for Financial Deep Learning A. Wong Andrew Hryniowski Xiao Yu Wang 28 5 0 03 Nov 2020
Adversarial Attacks on Machine Learning Systems for High-Frequency Trading Micah Goldblum Avi Schwarzschild Ankit B. Patel Tom Goldstein AAML 83 28 0 21 Feb 2020