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Trading via Image Classification
v1v2v3 (latest)

Trading via Image Classification

23 July 2019
N. Cohen
T. Balch
Manuela Veloso
ArXiv (abs)PDFHTML

Papers citing "Trading via Image Classification"

13 / 13 papers shown
Title
Harnessing Vision Models for Time Series Analysis: A Survey
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
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
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
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
Explainable AI for Time Series via Virtual Inspection Layers
Johanna Vielhaben
Sebastian Lapuschkin
G. Montavon
Wojciech Samek
XAIAI4TS
81
29
0
11 Mar 2023
StyleTime: Style Transfer for Synthetic Time Series Generation
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
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
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
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
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
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
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
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