Note: LetPub updates these annually. Always verify latest IF from Clarivate or Springer.
Neural Computing and Applications (NCA) is a premier, peer-reviewed journal published by Springer. It focuses on the practical, real-world deployment of neural networks and advanced artificial intelligence. For researchers aiming to publish in this high-impact journal, platforms like LetPub provide invaluable data metrics, expert editing, and submission insights.
Learns from data rather than following rigid rules.
Springer为：从投稿到首次决策中位数 14天 [14†L8-L9]。这通常对应"初审是否直接拒稿"而非完整的同行评审流程。 用户社区的真实体验 则偏向于保守——多个平台汇总的经验值落在 平均9.0个月 左右， 录用比例约50% 。还有投稿人反馈"审稿人意见偏于简单"、"编辑处理速度并不如宣传中那么快"[12†L19-L21]。 neural computing and applications letpub
To handle the class imbalance between normal and defective samples, we replace the standard Cross-Entropy loss with , which down-weights easy negatives and focuses training on hard, misclassified examples.
Many LetPub reviewer comments reveal common pitfalls:
She noted that the journal was particularly friendly to international scholars, with Chinese researchers accounting for over 40% of publications . Note: LetPub updates these annually
: Deep learning, supervised/unsupervised learning, and reinforcement learning.
Finally, a notification appeared. Her paper was accepted. As she saw her work listed alongside other "Original Articles," she felt the weight of the achievement. With an that had been steadily climbing—reaching 6.0 in recent years—her research wasn't just published; it was placed in a high-impact forum for the neural computing community.
Historical data for conferences/special issues suggests around Springer Nature Ranking Info Updated regularly on the LetPub platform specific peer-review comments It focuses on the practical, real-world deployment of
According to recent LetPub user reports (2022–2024):
Understanding a journal's standard metrics helps authors align their papers with institutional graduation or funding mandates. Metric Type Current Status / Value Strategic Importance ~4.5 - 6.0 (Stable) Indicates solid citation rates within AI subfields. JCR Citation Quartile Q2 (Computer Science, AI) Highly visible for international performance reviews. Chinese Academy of Sciences (CAS) Category 2 / 3 (Non-Warning) Safe choice for domestic funding requirements. Open Access Option Hybrid (Optional OA) No mandatory open-access publication fees.
Approximately 1,091 articles per year, striking a solid balance between volume and selectivity.