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IEEE Transactions on Knowledge and Data Engineering - Focus is maily on data and knowledge management systems, and Artificial Intelligence. Some papers and special issues are related to data mining and machine learning.
 
IEEE Transactions on Pattern Analysis and Machine Intelligence - The journal focuses on pattern recognition and related areas including vision, feature extraction, knowledge representation, logical and probabilistic inference, learning, speech recognition, character and text recognition.
 
Journal of Artificial Intelligence Research - An electronic scientific journal covering all areas of artificial intelligence (AI), publishing refereed research articles, survey articles, and technical notes.
 
Journal of Machine Learning Research, Homepage - Provides an international forum for the electronic and paper publication of high-quality scholarly articles in all areas of machine learning. Final versions are published electronically immediately upon receipt, and an annual paper volume is published and sold to libraries and individuals.
 
Machine Learning Journal - An international journal on computational approaches to learning. Online access available with subscription.
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