Journals to watch

After listing a few conferences that may publish papers of my interest, I though it could be a good idea to do the same for journals as well. I must confess that I do not read journal papers as often as I should. My current strategy has being finding interesting journal papers through conference papers, but it seems that many people are using the same strategy. As a consequence, some journal papers that are relevant to my research are not cited by relevant conference papers. I'm aware that many journal papers in computer science are just extended versions of conference papers. Nevertheless, even in these cases the journal paper may be worth reading because it gives more detail on a given study. By my surprise, there are too many journals out there. While some of them have a specific topic, such as Data Mining, others are about Computer Science. Journals about science in general (e.g., Nature, Science) were not included because I'm already used to check them occasionally.

Journal	Publisher
Transactions on the Web	ACM
AI Magazine	AAAI
Communications of the ACM	ACM
Computing Surveys	ACM
Data & Knowledge Engineering	Elsevier
Data Mining and Knowledge Discovery	Springer
Decision Support Systems	Elsevier
IEEE Computer	IEEE
Information Processing Letters	Elsevier
Information Systems	Elsevier
Intelligent Systems	IEEE
Internet Computing	IEEE
Internet Mathematics	Taylor & Francis
Journal of Intelligent Information Systems	Springer
Journal of Machine Learning Research	SPARC
Journal on Very Large Data Bases	VLDB
Knowledge and Information Systems	Springer
Machine Learning	Springer
Parallel Computing	Elsevier
Pattern Recognition Letters	Elsevier
Proceedings of the National Academy of Sciences	American Academy of Sciences
SIGKDD Explorations	ACM
SIGMOD Record	ACM
Social Network Analysis and Mining	Springer
Statistical Analysis and Data Mining	Wiley
Transactions on Database Systems	ACM
Transactions on Intelligent Systems and Technology	ACM
Transactions on Knowledge and Data Engineering	IEEE
Transactions on Knowledge Discovery from Data	ACM
Transactions on Management Information Systems	ACM
Transactions on Pattern Analysis and Machine Intelligence	IEEE