Tratamiento Inteligente de Datos

Fernando Berzal:
Redes Neuronales & Deep Learning
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)

Ian Goodfellow, Yoshua Bengio & Aaron Courville
Deep Learning
http://www.deeplearningbook.org

MIT Press, 2016
ISBN 0262035618

Bibliografía

Libros de texto

	Pang-Ning Tan, Michael Steinbach, Vipin Kumar & Anuj Karpatne: Introduction to Data Mining 2nd edition, Addison-Wesley, 2018. ISBN 0133128903
	Pang-Ning Tan, Michael Steinbach & Vipin Kumar: Introduction to Data Mining Addison-Wesley, 2006. ISBN 0321321367
	Jiawei Han, Jian Pei & Hanghang Tong: Data Mining: Concepts and Techniques 4th edition, Morgan Kaufmann, 2022 ISBN 0128117605
	Jiawei Han, Micheline Kamber & Jian Pei: Data Mining: Concepts and Techniques 3rd edition, Morgan Kaufmann, 2011 ISBN 0123814790
	Jiawei Han & Micheline Kamber: Data Mining: Concepts and Techniques 2nd edition, Morgan Kaufmann, 2006 ISBN 1558609016
	Jiawei Han & Micheline Kamber: Data Mining: Concepts and Techniques 1st edition, Morgan Kaufmann, 2000 ISBN 1558604898
	Jure Leskovec, Anand Rajaraman & Jeffrey David Ullman: Mining of Massive Datasets 3rd edition, Cambridge University Press, 2020. ISBN 1108476341
	Charu C. Aggarwal: Data Mining: The Textbook Springer, 2015. ISBN 3319141414
	Mohammed J. Zaki & Wagner Meira Jr.: Data Mining and Analysis: Fundamental Concepts and Algorithms 2nd edition, Cambridge University Press, 2020. ISBN 1108473989
	Steven S. Skiena: The Data Science Design Manual Springer, 2017. ISBN 3319554433
	Foster Provost & Tom Fawcett: Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking O'Reilly, 2013. ISBN 1449361323

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
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

Tratamiento Inteligente de Datos Intelligent Data Analysis