"Matching Suitable Journals for Your Upcoming Paper"

I hope you can act as a matchmaker for scientific manuscripts. I will provide you with the title, abstract, and keywords of my scientific manuscript separately. Your task is to analyze my title and abstract comprehensively and, based on the analysis of millions of citation connections in databases such as Web of Science, PubMed, Scopus, Science Direct, etc., find the most relevant and reputable journals for my research. You only need to provide me with 15 suitable journals. Your response should include the journal names and their corresponding matching scores (with a maximum score of 10). I would like you to reply in an excel spreadsheet based on text and sort it in descending order according to the matching scores.

My title is "Long-Tail Learning via Logit Adjustment." My abstract is as follows: "Real-world classification problems typically exhibit an imbalanced or long-tailed label distribution, wherein many labels are associated with only a few samples. This poses a challenge for generalization on such labels, and also makes naïve learning biased towards dominant labels. In this paper, we present two simple modifications of standard softmax cross-entropy training to cope with these challenges. Our techniques revisit the classic idea of logit adjustment based on the label frequencies, either applied post-hoc to a trained model, or enforced in the loss during training. Such adjustment encourages a large relative margin between logits of rare versus dominant labels. These techniques unify and generalize several recent proposals in the literature, while possessing firmer statistical grounding and empirical performance."