: Theory, hardware implementation, and performance measures. Intelligent Systems
The journal's mission is to bridge the gap between theoretical advances and practical systems. As stated on its official Springer homepage, it publishes "original research and other information in the field of practical applications of neural computing and related techniques such as genetic algorithms, fuzzy logic and neuro-fuzzy systems". Its scope is broad, covering everything from adaptive computing, machine learning, and pattern recognition to intelligent diagnostics, hardware implementations, and hybrid intelligent systems.
Immediately look for the most critical warning labels. The Chinese page prominently states “此期刊未被最新的JCR期刊引证报告收录” (This journal is not indexed in the latest JCR report). Cross-reference this with the “On Hold” status found on other academic portals (like Baidu Baike) to understand the risk.
Purely theoretical papers without a clear validation framework often face immediate rejection. Ensure your manuscript includes rigorous benchmarking against state-of-the-art models using standard public datasets or well-documented industrial use cases. 2. Optimize Scientific Communication neural computing and applications letpub
Disclaimer: This article is for informational purposes only. Journal metrics and editorial policies change over time. Authors are advised to consult the official Springer website for the most current instructions for authors.
: Fuzzy logic, genetic algorithms, and hybrid intelligent systems. Machine Learning
Neural Computing and Applications is a highly reputable, mid-to-high-tier journal ideal for researchers looking to showcase the practical utility of intelligent systems. By using analytics from LetPub, authors can mentally prepare for a 6-to-9-month timeline and format their papers to minimize the risk of desk rejection. To help narrow down your target journal list, let me know: : Theory, hardware implementation, and performance measures
According to data tracked by platforms like LetPub, the core scope covers:
Check Springer’s latest APC – LetPub usually mirrors this.
A common reason for immediate rejection (desk rejection) at NCAA is a lack of practical validation. Its scope is broad, covering everything from adaptive
在Scopus的最新排名中，NCA位居软件工程领域Q1梯队的第49位（共490种期刊），排名百分位；在人工智能方向同样稳居Q1，排名59/450，百分位 87% 。这一组数据表明—— 尽管在JCR中有收录波折，NCA在实质性的学术影响指标和领域认可度上仍然是扎实的Q1级别期刊 。
NCA operates under a . Authors can choose to publish via the traditional subscription route (no cost to the author) or make their work immediately open access by paying an Article Processing Charge (APC) .
A journal's reputation is often cemented by author experiences shared on platforms like LetPub, Peeref, and Xiaohongshu. For NCA, the feedback is a mix of praise and caution.