Machine Learning and Software Engineering

Reinforcement Learning: An Introduction

IEEE Transactions on Neural Networks · 2005 · 25.8K citations

Computing, Behavioral Sciences, Computer Science +12

No Silver Bullet Essence and Accidents of Software Engineering

Brooks · Computer · 1987 · 3.2K citations

Computing, Computer Science, Fault Tolerance +14

Learning Logical Definitions from Relations

J. R. Quinlan · Machine Learning · 1990 · 1.4K citations · Full text

Computing, Computer Science, Knowledge Representation +11

Dynamically discovering likely program invariants to support program evolution

Michael D. Ernst, Jake Cockrell, William G. Griswold et al. · IEEE Transactions on Software Engineering · 2001 · 1K citations

Computing, Computer Science, Formal Methods +13

A critique of software defect prediction models

Norman Fenton, Martin Neil · IEEE Transactions on Software Engineering · 1999 · 1K citations

Computing, Computer Engineering, Predictive Analytics +15