Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015) (Advances in Intelligent Systems and Computing)
暫譯: 第五屆國際模糊與神經計算會議論文集 (FANCCO - 2015) (智能系統與計算進展)

  • 出版商: Springer
  • 出版日期: 2015-11-25
  • 售價: $6,780
  • 貴賓價: 9.5$6,441
  • 語言: 英文
  • 頁數: 380
  • 裝訂: Paperback
  • ISBN: 331927211X
  • ISBN-13: 9783319272115
  • 海外代購書籍(需單獨結帳)

商品描述

This proceedings bring together contributions from researchers from academia and industry to report the latest cutting edge research made in the areas of Fuzzy Computing, Neuro Computing and hybrid Neuro-Fuzzy Computing in the paradigm of Soft Computing. The FANCCO 2015 conference explored new application areas, design novel hybrid algorithms for solving different real world application problems. After a rigorous review of the 68 submissions from all over the world, the referees panel  selected 27 papers to be presented at the Conference. The accepted papers have a good, balanced mix of theory and applications. The techniques ranged from fuzzy neural networks, decision trees, spiking neural networks, self organizing feature map, support vector regression, adaptive neuro fuzzy inference system, extreme learning machine, fuzzy multi criteria decision making, machine learning, web usage mining, Takagi-Sugeno Inference system, extended Kalman filter, Goedel type logic, fuzzy formal concept analysis, biclustering etc. The applications ranged from social network analysis, twitter sentiment analysis, cross domain sentiment analysis, information security, education sector, e-learning, information management, climate studies, rainfall prediction, brain studies, bioinformatics, structural engineering, sewage water quality, movement of aerial vehicles,  etc.

 

商品描述(中文翻譯)

本論文集匯集了來自學術界和產業界的研究者的貢獻,報告在模糊計算、神經計算及混合神經模糊計算等軟計算範疇內的最新前沿研究。FANCCO 2015 會議探討了新的應用領域,設計了新穎的混合算法以解決不同的現實應用問題。在對來自全球的 68 篇投稿進行嚴格審查後,評審小組選出了 27 篇論文在會議上進行報告。被接受的論文在理論和應用方面有良好的平衡。技術範疇包括模糊神經網絡、決策樹、脈衝神經網絡、自組織特徵映射、支持向量回歸、自適應神經模糊推理系統、極限學習機、模糊多準則決策、機器學習、網頁使用挖掘、Takagi-Sugeno 推理系統、擴展卡爾曼濾波器、哥德爾類邏輯、模糊形式概念分析、雙聚類等。應用範疇涵蓋社交網絡分析、Twitter 情感分析、跨領域情感分析、資訊安全、教育領域、電子學習、資訊管理、氣候研究、降雨預測、大腦研究、生物資訊學、結構工程、污水水質、空中載具運動等。

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