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Data Science Ph.D Program

A website for the Data Science students in the Doctorate Program

Data Science most Prestigious Journals

List of Data Science and Artificial Intelligence Journals

Special Reading for Prospective Authors

Reading about Data Science Journals and Publications
Gandomi, A., & Haider, M. (2015). Beyond the hype: Big data concepts, methods, and analytics. International Journal of Information Management, 35(2), 137-144.

Journal of Machine Learning Research
Blei, D.M., & Smyth, P. (2007). The topic model. Journal of Machine Learning Research, 3(1), 993-1022.

Knowledge Discovery and Data Mining: Towards a Unifying Framework
Fayyad, U., Piatetsky-Shapiro, G., & Smyth, P. (1996). Knowledge discovery and data mining: Towards a unifying framework. KDD-96 Proceedings.

TKDE Information for Authors
Han, J., Kamber, M., & Pei, J. (2011). Data mining: Concepts and techniques. IEEE Transactions on Knowledge and Data Engineering, 23(1), 557-558.

Artificial Intelligence Journals and Publications
A proposal for the Dartmouth Summer Research Project on Artificial Intelligence, August 31, 1955. (2006). AI Magazine.

Major Journals and Publications in the area of Data Science and Artificial Intelligence

SIAM - Society for Industrial and Applied Mathematics
Society for Industrial and Applied Mathematics. (n.d.). SIAM: Society for Industrial and Applied Mathematics.
This is a specialized group on optimization and Data Science.

Association for the Advancement of Artificial Intelligence
About the Association for the Advancement of Artificial Intelligence (AAAI). (n.d.). Association for the Advancement of Artificial Intelligence.

Advancing Computing as a Science & Profession
Advancing computing as a science & profession. (n.d.). Association for Computing Machinery.
Multiple focus groups are available with institutional access.

IEEE
Advancing technology for humanity. (n.d.). IEEE.
Offers special focus groups available through institutional access.

Association for Women in Mathematics
AWM. (n.d.). Association for Women in Mathematics.

Women in Data Science Worldwide
Women in Data Science (WiDS) Worldwide. (n.d.). Women in Data Science Worldwide.
No membership required.

Other Associations and Organizations for Consideration

Academic Data Science Alliance
Academic Data Science Alliance. (n.d.).
ACM SIGAI
ACM Special Interest Group on Artificial Intelligence. (n.d.).
American Statistical Association
American Statistical Association. (n.d.). Section on Statistical Learning and Data Science: ASA Statistical Learning and Data Science. Section on Artificial Intelligence and Machine Learning: ASA AI and ML.
Association for Computing Machinery
Advancing computing as a science & profession. (n.d.).
The Association of Data Scientists
The Association of Data Scientists. (n.d.).
Data Science Association
About the Data Science Association. (n.d.).
Digital Analytics Association
Digital Analytics Association. (n.d.).
iasc isi
iasc isi. (n.d.). International Association for Statistical Computing.
IDEAS
2023 ideas global AI webinar. (n.d.).
IEEE
Advancing technology for humanity. (n.d.).
IEEE Big Data
IEEE. (n.d.).
IEEE Computational Intelligence Society
IEEE. (n.d.).
IIA
What is your plan to meet analytics and AI demand? (n.d.).
informs
Data Mining. (n.d.).
informs
Smarter decisions for a better world. (n.d.).
Institute of Analytics
Institute of Analytics. (n.d.).
International Institute of Business Analysis
International Institute of Business Analysis. (n.d.).
International Machine Learning Society (IMLS) (NeurIPS)
NeurIPS 2024. (n.d.).
KDD
SIGKDD: The community for data mining, data science, and analytics. (n.d.). A special interest group on knowledge discovery and data mining.
Royal Statistical Society
Royal Statistical Society. (n.d.).