Exploring the Impact of Code Style in Identifying Good Programmers

Hierarchical clustering schemes,

S. C. Johnson, · 1967

Earlier work this paper cites.

Typographic style is more than cosmetic,

P. W. Oman, C. R. Cook, · 1990

Earlier work this paper cites.

A programming style taxonomy,

P. W. Oman, C. R. Cook, · 1991

Earlier work this paper cites.

The class imbalance problem: A systematic study,

N. Japkowicz, S. Stephen, · 2002

Earlier work this paper cites.

Smote: synthetic minority over-sampling technique,

N. V. Chawla, K. W. Bowyer, L. O. Hall, W. P. Kegelmeyer, · 2002

Earlier work this paper cites.

Supporting students in c++ programming courses with automatic program style assessment,

K. Ala-Mutka, T. Uimonen, H.-M. Jarvinen, · 2004

Earlier work this paper cites.

Japroch: A tool for checking programming style,

S. Mäkelä, V. Leppänen, · 2004

Earlier work this paper cites.

T. Erkkinen, Model style guidelines for production code generation, Technical Report, SAE Technical Paper, 2005

2005

Earlier work this paper cites.

On using class-labels in evaluation of clusterings,

I. Färber, S. Günnemann, H.-P. Kriegel, P. Kröger, E. Müller, E. Schubert, T. Seidl, A. Zimek, · 2010

Earlier work this paper cites.

Evaluation: from precision, recall and f-measure to roc, informedness, markedness and correlation (2011)

D. M. Powers, · 2011

Cited alongside, same era.

Agglomerative hierarchical clustering algorithm-a,

K. Sasirekha, P. Baby, · 2013

Cited alongside, same era.

De-anonymizing programmers via code stylometry,

A. Caliskan-Islam, R. Harang, A. Liu, A. Narayanan, C. Voss, F. Yamaguchi, R. Greenstadt, · 2015

Cited alongside, same era.

Measuring the stylistic inconsistency in software projects using hierarchical agglomerative clustering,

Q. Mi, J. Keung, Y. Yu, · 2016

Cited alongside, same era.

S. J. Russell, P. Norvig, Artificial intelligence: a modern approach, Malaysia; Pearson Education Limited,, 2016

2016

Cited alongside, same era.

Constrained submodular minimization for missing labels and class imbalance in multi-label learning,

Clustering with t-sne, provably,

G. C. Linderman, S. Steinerberger, · 2019

Later among the works it cites.

Pullrequest.com, 2022. URL: https://www.pullrequest.com/blog/create-a-programming-style-guide/

2022

Closest in time.

Google style guides, 2022. URL: https://google.github.io/styleguide/

2022

Closest in time.

Google, Past contests, google code jam, 2022. URL: https://code.google.com/codejam/past-contests

2022

Closest in time.

Scikit-learn, Dummy classsifier, 2022. URL: https://scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyClassifier.html

2022

Closest in time.

Imbalanced-learn, Ensembled methods, 2022. URL: https://imbalanced-learn.readthedocs.io/en/stable/api.html#module-imblearn.ensemble

2022