Bibliografía recomendada
Minería de datos
Introduction to Data Mining
Pang-Ning Tan, Michael Steinbach, Vipin Kumar & Anuj Karpatne
2nd edition, Addison-Wesley, 2018.
ISBN 0133128903
Pang-Ning Tan, Michael Steinbach & Vipin Kumar
1st edition, Addison-Wesley, 2006.
ISBN 0321321367
Data Mining:
Concepts and Techniques
Jiawei Han, Jian Pei & Hanghang Tong
4th edition, Morgan Kaufmann, 2022
ISBN 0128117605
Jiawei Han, Micheline Kamber & Jian Pei
3rd edition, Morgan Kaufmann, 2011
ISBN 0123814790
Jiawei Han & Micheline Kamber
2nd edition, Morgan Kaufmann, 2006
ISBN 1558609016
Jiawei Han & Micheline Kamber
1st edition, Morgan Kaufmann, 2000
ISBN 1558604898
Redes neuronales artificiales
Redes Neuronales
& Deep Learning
Fernando Berzal
https://deep-learning.ikor.org
Edición independiente, 2018
ISBN-10: 1-7312-6538-7 (blanco y negro) / 1-7313-1433-7 (color)
ISBN-13: 978-1-7312-6538-8 (blanco y negro) / 978-1-7313-1433-8 (color)
Edición en dos volúmenes, 2019
ISBN-10: 1-0903-2030-2 (volumen 1) / 1-0903-3688-8 (volumen 2)
ISBN-13: 978-1-0903-2030-8 (volumen 1) / 978-1-0903-3688-0 (volumen 2)
Deep Learning
Ian Goodfellow, Yoshua Bengio & Aaron Courville
http://www.deeplearningbook.org
MIT Press, 2016
ISBN 0262035618
Otras fuentes de información
Revistas de investigación
Congresos
KDD: ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
ICDM: IEEE International Conference on Data Mining
PKDD: European Conference on Principles of Data Mining and Knowledge Discovery
SDM: SIAM International Conference on Data Mining
ICDE: International Conference on Data Engineering
CIKM: ACM International Conference on Information and Knowledge Management
ADMA: International Conference on Advanced Data Mining and Applications
PAKDD: Pacific-Asia Conference on Knowledge Discovery and Data Mining
MLDM: International Conference on Machine Learning and Data Mining
DS: International Conference on Discovery Science
ICDM: Industrial Conference on Data Mining
Bases de Datos
SIGMOD: ACM SIGMOD International Conference on Management of Data
PODS: ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems
VLDB: International Conference on Very Large Data Bases
EDBT: International Conference on Extending Database Technology
SSDBM: International Conference on Scientific and Statistical Database Management
DEXA: Database and Expert Systems Applications
DASFAA: Database Systems for Advanced Applications
Inteligencia Artificial
AAAI: AAAI Conference on Artificial Intelligence
ECML: European Conference on Machine Learning
ICML: International Conference on Machine Learning
IJCAI: International Joint Conference on Artificial Intelligence
AISTATS: International Conference on Artificial Intelligence and Statistics
NeurIPS: Conference on Neural Information Processing Systems
ICLR: International Conference on Learning Representations
IDA: International Symposium on Intelligent Data Analysis
IDEAL: International Conference on Intelligent Data Engineering and Automated Learning
ISMIS: International Syposium on Methodologies for Intelligent Systems
WI: IEEE / WIC / ACM International Conference on Web Intelligence