Intelligent Computing Methodologies: 12th International Conference, Icic 2016, Proceedings (Lecture Notes in Computer Science)
- 出版商: Springer
- 出版日期: 2016-07-12
- 售價: $4,440
- 貴賓價: 9.5 折 $4,218
- 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
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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)
這本書與LNCS 9771和LNCS 9772兩卷組合在一起,共同構成了第12屆國際智能計算會議(ICIC 2016)的審查程序。該會議於2016年8月在中國蘭州舉行。三個會議卷的221篇全文論文和15篇短文經過仔細審查和選擇,從639篇投稿中選出。這些論文按主題分為多個部分,如信號處理和圖像處理;信息安全、知識發現和數據挖掘;系統生物學和計算生物學中的智能計算;智能計算中的排程;信息安全;群智能的進展:算法和應用;醫學和工程應用中的機器學習和數據分析;進化計算和學習;獨立成分分析;壓縮感知、稀疏編碼;社交計算;神經網絡;自然啟發計算和優化;遺傳算法;信號處理;模式識別;生物特徵識別;圖像處理;信息安全;虛擬現實和人機交互;醫療信息學理論和方法;人工蜜蜂群算法;差分進化;模因算法;群智能和優化;軟計算;蛋白質結構和功能預測;群智能的進展:算法和應用;優化、神經網絡和信號處理;生物醫學信息學和圖像處理;機器學習;知識發現和自然語言處理;自然啟發計算和優化;智能控制和自動化;智能數據分析和預測;計算機視覺;知識表示和專家系統;生物信息學。