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M. Veloso

22 papers hereh-index 11973 citations33 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author21

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.CV3
  • cs.CR2
  • cs.IR2
  • q-fin.TR2
  • stat.ML2
same name
  • M. Veloso — 46 papers, h 81
  • M. Veloso — 9 papers, h 2
  • M. Veloso — 2 papers, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedFinancial Time Series Forecasting using CNN and Transformer

27 citations · 63 across the 22 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2021★ 13 cited

Synthetic Document Generator for Annotation-free Layout Recognition

Natraj Raman, Sameena Shah, Manuela Veloso

Analyzing the layout of a document to identify headers, sections, tables, figures etc. is critical to understanding its content. Deep learning based approaches for detecting the la…

cs.CV2021

Visual Time Series Forecasting: An Image-driven Approach

Naftali Cohen, Srijan Sood, Zhen Zeng +2

In this work, we address time-series forecasting as a computer vision task. We capture input data as an image and train a model to produce the subsequent image. This approach resul…

cs.CV2020★ 7 cited

Visual Time Series Forecasting: An Image-driven Approach

Srijan Sood, Zhen Zeng, Naftali Cohen +2

Time series forecasting is essential for agents to make decisions. Traditional approaches rely on statistical methods to forecast given past numeric values. In practice, end-users…

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