Intelligent Computing Methodologies: 12th International Conference, Icic 2016, Proceedings (Lecture Notes in Computer Science)
暫譯: 智能計算方法:第十二屆國際會議,Icic 2016,會議論文集(計算機科學講義)
- 出版商: Springer
- 出版日期: 2016-07-12
- 售價: $4,540
- 貴賓價: 9.5 折 $4,313
- 語言: 英文
- 頁數: 876
- 裝訂: Paperback
- ISBN: 3319422960
- ISBN-13: 9783319422961
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相關分類:
Computer-Science
海外代購書籍(需單獨結帳)
商品描述
This book - in conjunction with the double volume set LNCS 9771 and LNCS 9772 - constitutes the refereed proceedings of the 12th International Conference on Intelligent Computing, ICIC 2016, held in Lanzhou, China, in August 2016.
The 221 full papers and 15 short papers of the three proceedings volumes were carefully reviewed and selected from 639 submissions. The papers are organized in topical sections such as signal processing and image processing; information security, knowledge discovery, and data mining; systems biology and intelligent computing in computational biology; intelligent computing in scheduling; information security; advances in swarm intelligence: algorithms and applications; machine learning and data analysis for medical and engineering applications; evolutionary computation and learning; independent component analysis; compressed sensing, sparse coding; social computing; neural networks; nature inspired computing and optimization; genetic algorithms; signal processing; pattern recognition; biometrics recognition; image processing; information security; virtual reality and human-computer interaction; healthcare informatics theory and methods; artificial bee colony algorithms; differential evolution; memetic algorithms; swarm intelligence and optimization; soft computing; protein structure and function prediction; advances in swarm intelligence: algorithms and applications; optimization, neural network, and signal processing; biomedical informatics and image processing; machine learning; knowledge discovery and natural language processing; nature inspired computing and optimization; intelligent control and automation; intelligent data analysis and prediction; computer vision; knowledge representation and expert system; bioinformatics.商品描述(中文翻譯)
本書與雙卷本 LNCS 9771 和 LNCS 9772 一同構成了第十二屆國際智能計算會議(ICIC 2016)的經過審核的會議論文集,該會議於 2016 年 8 月在中國蘭州舉行。
這三卷會議論文集中的 221 篇完整論文和 15 篇短文從 639 篇提交中經過仔細審核和選擇。論文按主題分為幾個部分,包括信號處理和影像處理;資訊安全、知識發現和資料探勘;系統生物學和計算生物學中的智能計算;排程中的智能計算;資訊安全;群體智能的進展:演算法和應用;醫療和工程應用的機器學習和資料分析;進化計算和學習;獨立成分分析;壓縮感知、稀疏編碼;社會計算;神經網絡;自然啟發的計算和優化;遺傳演算法;信號處理;模式識別;生物識別;影像處理;資訊安全;虛擬實境和人機互動;健康資訊學理論和方法;人工蜜蜂群演算法;微分演化;模因演算法;群體智能和優化;軟計算;蛋白質結構和功能預測;群體智能的進展:演算法和應用;優化、神經網絡和信號處理;生物醫學資訊學和影像處理;機器學習;知識發現和自然語言處理;自然啟發的計算和優化;智能控制和自動化;智能資料分析和預測;計算機視覺;知識表示和專家系統;生物資訊學。