2022
|
Ramírez, A; Miranda, B Foundations of Machine Learning for Software Engineering Incollection Romero, J R; Chicano, F; Medina-Bulo, I (Ed.): Optimising the software development process with artificial intelligence, Springer, 2022. BibTeX | Tags: Classification, Clustering, Data Preprocessing, Deep Learning, Software analytics, Supervised Learning, Unsupervised Learning @incollection{ramirez2022chapter2,
title = {Foundations of Machine Learning for Software Engineering},
author = {Ram\^{i}rez, A. and Miranda, B.},
editor = {Romero, J. R. and Chicano, F. and Medina-Bulo, I.},
year = {2022},
date = {2022-01-01},
booktitle = {Optimising the software development process with artificial intelligence},
publisher = {Springer},
keywords = {Classification, Clustering, Data Preprocessing, Deep Learning, Software analytics, Supervised Learning, Unsupervised Learning},
pubstate = {published},
tppubtype = {incollection}
}
|
2021
|
Ramírez, A; Ventura, S; Romero, J R Método XAI basado en agrupamiento para la explicación de errores en clasificación Inproceedings XIX Conferencia de la Asociaci'on Espa~nola para la Inteligencia Artificial (CAEPIA), pp. 35-40, 2021. BibTeX | Tags: Classification, Clustering, Explainable Artificial Intelligence @inproceedings{ramirez2021caepia,
title = {M'{e}todo XAI basado en agrupamiento para la explicaci\'{o}n de errores en clasificaci\'{o}n},
author = {Ram\^{i}rez, A. and Ventura, S. and Romero, J. R.},
year = {2021},
date = {2021-01-01},
booktitle = {XIX Conferencia de la Asociaci'on Espa~nola para la Inteligencia Artificial (CAEPIA)},
pages = {35-40},
keywords = {Classification, Clustering, Explainable Artificial Intelligence},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2020
|
Hassan, S; Aljohani, N; Shabbir, M; Ali, U; Iqbal, S; Sarwar, R; Martínez-Cámara, E; Ventura, S; Herrera, F Tweet Coupling: a social media methodology for clustering scientific publications Journal Article Scientometrics, pp. 1-19, 2020. Links | BibTeX | Tags: Clustering, Data Science, Unsupervised Learning @article{Hassan2020bb,
title = {Tweet Coupling: a social media methodology for clustering scientific publications},
author = {Hassan, S. and Aljohani, N. and Shabbir, M. and Ali, U. and Iqbal, S. and Sarwar, R. and Mart\^{i}nez-C\'{a}mara, E. and Ventura, S. and Herrera, F.},
url = {https://link.springer.com/content/pdf/10.1007/s11192-020-03499-1.pdf},
year = {2020},
date = {2020-01-01},
journal = {Scientometrics},
pages = {1-19},
publisher = {Springer},
keywords = {Clustering, Data Science, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
2019
|
Robles-Berumen, H; Zafra, A; Fardoun, H M; Ventura, S LEAC: An efficient library for clustering with evolutionary algorithms Journal Article Knowledge-Based Systems, 179 , pp. 117-119, 2019. Links | BibTeX | Tags: Clustering, Library, Software @article{Robles-Berumen2019117,
title = {LEAC: An efficient library for clustering with evolutionary algorithms},
author = {Robles-Berumen, H. and Zafra, A. and Fardoun, H. M. and Ventura, S.},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065607555&doi=10.1016%2fj.knosys.2019.05.008&partnerID=40&md5=a3156dd2c7fb25491a1de72231850c47},
doi = {10.1016/j.knosys.2019.05.008},
year = {2019},
date = {2019-01-01},
journal = {Knowledge-Based Systems},
volume = {179},
pages = {117-119},
keywords = {Clustering, Library, Software},
pubstate = {published},
tppubtype = {article}
}
|