The Effect of Visual Design in Image Classification

The algebraic theory of diabolic magic squares

Barkley Rosser, RJ Walker, et al · 1939

Earlier work this paper cites.

Filters for common resampling tasks

Ken Turkowski · 1990

Earlier work this paper cites.

Analysis for financial management

Robert C Higgins and Marguerite Reimers · 1995

Earlier work this paper cites.

Technical analysis of the financial markets: A comprehensive guide to trading methods and applications

John J Murphy · 1999

Earlier work this paper cites.

The elements of statistical learning

Jerome Friedman, Trevor Hastie, and Robert Tibshirani · 2001

Earlier work this paper cites.

Best practices for convolutional neural networks applied to visual document analysis

Patrice Y Simard, David Steinkraus, John C Platt, et al · 2003

Earlier work this paper cites.

Magic squares and cubes

William Symes Andrews · 2004

Earlier work this paper cites.

Analysis of financial time series

Ruey S Tsay · 2005

Cited alongside, same era.

Pattern recognition and machine learning

Christopher M Bishop · 2006

Cited alongside, same era.

Competitive strategy: Techniques for analyzing industries and competitors

Michael E Porter · 2008

Cited alongside, same era.

The unreasonable effectiveness of data

Alon Halevy, Peter Norvig, and Fernando Pereira · 2009

Cited alongside, same era.

Statistical methods in the atmospheric sciences

Daniel S Wilks · 2011

Cited alongside, same era.

Imagenet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012

Cited alongside, same era.

Data mining: the textbook

Siamese neural networks for one-shot image recognition

Gregory Koch, Richard Zemel, and Ruslan Salakhutdinov · 2015

Later among the works it cites.

Deep learning

Yann LeCun, Yoshua Bengio, and Geoffrey Hinton · 2015

Later among the works it cites.

Hands-on machine learning with Scikit-Learn and TensorFlow: concepts, tools, and techniques to build intelligent systems

Aurélien Géron · 2017

Later among the works it cites.

The effectiveness of data augmentation in image classification using deep learning

Original

Luis Perez and Jason Wang · 2017

Later among the works it cites.

Atmospheric and oceanic fluid dynamics

Geoffrey K Vallis · 2017

Later among the works it cites.

Advances in financial machine learning

Marcos Lopez De Prado · 2018

Later among the works it cites.