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1907.10046
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Trading via Image Classification
23 July 2019
N. Cohen
T. Balch
Manuela Veloso
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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
48
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
24
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
74
28
0
21 Feb 2020
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