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most citedThe Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large

69 citations · 86 across the 11 of their papers we have counts for

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cs.SE2025

Mock Deep Testing: Toward Separate Development of Data and Models for Deep Learning

Ruchira Manke, Mohammad Wardat, Foutse Khomh +1

While deep learning (DL) has permeated, and become an integral component of many critical software systems, today software engineering research hasn't explored how to separately te…