Friday, March 04, 2005

Machine Learning journals

Here are some journals to keep an eye on, along with their RSS feeds. I picked out the list by seeing where my favourite Machine Learning/stats papers came from:
  • Journal of Machine Learning Research (web, rss) The journal for machine learning publications. A better and freer replacement to "Machine Learning" journal -- here's some history
  • IEEE Transactions on Pattern Analysis and Machine Intelligence (web, rss) -- pattern means "visual pattern"
  • Machine Learning journal (web, rss) -- seems more applied than JMLR
  • Studies in History and Philosophy of Science Part B: Modern Physics (web, rss) -- sometimes discussions of Bayesianism, Maxent
  • Neural Computation(web, rss) -- neural nets, neurobiology, and general machine learning
  • ARXIV submissions on Learning (rss) and on Information Theory (rss)
  • Journal of the Royal Statistical Society (web, rss) -- some of the best papers on estimation were published here
  • Physics Review Letters (web) -- sometimes Machine Learning related stuff
  • The Annals of Statistics (web) -- Czisar published here
  • SIAM applied math (web)
  • Journal of Econometrics (web, rss) -- often the same problems but with a different name
  • Proceedings of the Nat'l Academy of Sciences(web) -- sometimes have interesting papers in applied math/computer science/statistics sections
CWI journal club has a bigger list of journals and links to their websites, mostly AI (not ML) oriented -- http://homepages.cwi.nl/~tomas/journalclub/20050301.html

Watch out for information overload :O

Questions:
  • What are some other journals that Machine Learning researchers should know about?

12 comments:

Anonymous said...

What about JAIR and AI?! Although they are not explicitly on ML, there are many ML papers in them.

Yaroslav Bulatov said...

Good point. Jair is another big one(http://www.jair.org/). Can't say much about Artificial Intelligence. My library doesn't carry it, and couldn't find any online databases.

Anonymous said...

Hi!
The Elsevier's Artificial Intelligence is an old and prestigious journal which unfortunately is not available online. I have found that a few of good and important papers of my research area has been published in it such as "Intelligence without representation" (Brooks), "Robot Shaping: devel..." (Dorigo), "Automatic programming of behavior-based robots using reinforcement learning" (Mahadevan), and "Between mdp and semi-mdp:..." (Sutton). It was a sample (that I extracted from my paper!!!) but does not mean that you must add it to the list. Let me see if they publish my paper or not. If it is the case, I insist that AI is a very important journal! :D

Anonymous said...

Thank you for this great list.
This link does not work for me
http://www.citeulike.org/journal/bpl-rssa

aliyaa said...

I read this article and I have come to know that learning makes you faster. Obviously mistakes means you are learning faster. this post teach us that education is very important in our life. Amazing article.

Abir said...

These journals ae seriously some helpful journal for the mechanical student specially as they had to know about the machine learning from here. https://www.cheapessaywritingservices.com/our-cheap-essay-services/ to get more tips and helpful guide on research papers writing.

Soula said...

The best machine learning journals are present in this site including IEEE transactions with the simple pattern. You can get the special work here with the helpful link and can enjoy the real success of your life. Just find the visual pattern here.

Christopher Blevins said...

The most effective go to site equipment studying periodicals exist on this web site which includes IEEE purchases with all the basic routine. You may get the particular specific perform the following with all the beneficial website link and will take pleasure in the genuine accomplishment you will ever have. Merely get the graphic routine the following.

Christopher Blevins said...

The very best device understanding publications can be found with this website such as IEEE dealings using the easy design. You will get the actual unique function right here using the useful http://www.mbastatementofpurpose.com/our-statement-of-purpose-mba-service/statement-of-purpose-for-business-analytics/ k and may benefit from the actual achievement in your life. Simply discover the visible design right here.

Kanye Co Jamila said...


Great Article
IEEE final year projects on machine learning


JavaScript Training in Chennai

Final Year Project Centers in Chennai



JavaScript Training in Chennai

Anonymous said...


Excellent Blog. Thank you so much for sharing.
python training in bangalore | python online training
artificial intelligence training in bangalore | artificial intelligence online training
machine learning training in bangalore | machine learning online training
blockchain training in bangalore | blockchain online training
uipath training in bangalore | uipath online training

Snehal Harshe said...

Thank you so much for sharing all this wonderful information !!!! It is so appreciated!! You have good humor in your blogs. So much helpful and easy to read! SevenMentor provides the best training for Machine Learning Course in Pune