Material of the paper:
Ruben Heradio, David Fernandez-Amoros, Cristina Cerrada, and Manuel J. Cobo. Machine Learning for Software Engineering: a Bibliometric Analysis from 2015 to 2019. 54th Hawaii International Conference on System Sciences (HICSS), Kauai, Hawaii, US, 2021.
It includes:
TITLE-ABS-KEY("Machine Learning" OR (supervised W/0 learning)
OR (unsupervised W/0 learning) OR (Support W/0 Vector W/0
Machine) OR (Latent W/0 Dirichlet W/0 Allocation) OR (Deep W/0
Learning) OR (Neural W/0 Network) OR (k W/0 nearest W/0
neighbors) OR (naive W/0 bayes) OR (decision W/0 trees) )
AND SRCTITLE("Agile Conf*" OR "Aspect-Oriented Softw*
Development" OR "Asia-Pacific Softw* Engineer* Conf*" OR
"IEEE/ACM Int* Conf* on Automated Softw* Engineer*" OR
"Component-Based Softw* Engineer*" OR "European Conf* on Softw*
Maintenance and ReEngineer*" OR "Int* Conf* on Evaluation and
Assessment in Softw* Engineer*" OR "European Conf* on
Object-Oriented Programming" OR "European Conf* on Softw*
Architecture" OR "ACM Sigsoft Conf* on the Foundations of
Softw* Engineer*" OR "Int* Symposium on Empirical Softw*
Engineer* and Measurement" OR "Int* Conf* on Generative
Programming and Component Engineer*" OR "IEEE Int* Conf* on
Engineer* of Complex Computer Systems" OR "Int* Conf* on
Formal Engineer* Methods" OR "Int* Conf* on Softw* Engineer*"
OR "IEEE Int* Conf* on Softw* Maintenance" OR "IEEE Int* Conf*
on Softw* Reuse" OR "Int* Conf* on Softw* Testing, Verification
and Validation" OR "Int* Symposium on Empirical Softw*
Engineer*" OR "Int* Symposium on Softw* Reliability Engineer*"
OR "Int* Symposium on Softw* Testing and Analysis" OR "Int*
Workshop on Principles of Softw* Evolution" OR "ACM/IEEE Int*
Conf* on Model-Driven Engineer* Languages and Systems" OR
"IEEE Int* Working Conf* on Mining Softw* Repositories" OR
"ACM Conf* On Object Oriented Programming Systems Languages
and Applications" OR "Int* Conf* on Quantitative Evaluation
of Systems" OR "Int* Conf* on Quality Softw*" OR "IEEE Int*
Requirements Engineer* Conf*" OR "Int* Workshop on
Requirements Engineer*: Foundation for Softw* Quality" OR
"Simposio Brasileiro de Engenharia de Softw*" OR "Euromicro
Conf* on Softw* Engineer* and Advanced Applications" OR "Int*
Symposium on Softw* Engineer* for Adaptive and Self-Managing
Systems" OR "IEEE Int* Conf* on Softw* Engineer* and formal
Methods" OR "Int* Conf* on Softw* Engineer* and Knowledge
Engineer*" OR "Softw* Visualization" OR "Softw* Product Line
Conf*" OR "ACM Sigsoft Working Conf* on Softw* Reusability" OR
"Technology of Object-Oriented Languages and Systems" OR "IEEE
Working Conf* on Reverse Engineer*" OR "Working IEEE/IFIP Conf*
on Softw* Architecture" OR "ACM Transactions on Programming
Languages and Systems" OR "ACM Transactions on Softw* Engineer*
and Methodology" OR "Automated Softw* Engineer*" OR "Empirical
Softw* Engineer*" OR "IEEE Softw*" OR "IEEE Transactions on
Softw* Engineer*" OR "IET Softw*" OR "Information and Softw*
Technology" OR "Int* Journal on Softw* Tools for Technology
Transfer" OR "Journal of Softw*: Evolution and Process" OR
"Journal of Systems and Softw*" OR "Requirements Engineer*"
OR "Softw* and Systems Modeling" OR "Softw* Quality Journal"
OR "Softw* Testing Verification and Reliability" OR "Softw*:
Practice and Experience" OR "Int* Journal of Softw* Engineer*
and Knowledge Engineer*")
AND (LIMIT-TO (PUBYEAR , 2019) OR LIMIT-TO (PUBYEAR , 2018)
OR LIMIT-TO (PUBYEAR , 2017) OR LIMIT-TO (PUBYEAR , 2016)
OR LIMIT-TO (PUBYEAR , 2015))
AND (LIMIT-TO (DOCTYPE , "cp") OR LIMIT-TO (DOCTYPE , "ar")
OR LIMIT-TO (DOCTYPE , "re"))
AND (LIMIT-TO (SUBJAREA , "COMP"))
AND (LIMIT-TO (LANGUAGE , "English"))
- Results of the performed bibliometric analysis.