Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, Ipmu 2020, Lisbon, Portugal, June 15-1
暫譯: 知識基礎系統中的不確定性資訊處理與管理:第18屆國際會議,IPMU 2020,葡萄牙里斯本,2020年6月15日至19日
Lesot, Marie-Jeanne, Vieira, Susana, Reformat, Marek Z.
- 出版商: Springer
- 出版日期: 2020-06-06
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 807
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030501426
- ISBN-13: 9783030501426
海外代購書籍(需單獨結帳)
商品描述
This three volume set (CCIS 1237-1239) constitutes the proceedings of the 18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2020, in June 2020. The conference was scheduled to take place in Lisbon, Portugal, at University of Lisbon, but due to COVID-19 pandemic it was held virtually.
The 173 papers were carefully reviewed and selected from 213 submissions. The papers are organized in topical sections: homage to Enrique Ruspini; invited talks; foundations and mathematics; decision making, preferences and votes; optimization and uncertainty; games; real world applications; knowledge processing and creation; machine learning I; machine learning II; XAI; image processing; temporal data processing; text analysis and processing; fuzzy interval analysis; theoretical and applied aspects of imprecise probabilities; similarities in artificial intelligence; belief function theory and its applications; aggregation: theory and practice; aggregation: pre-aggregation functions and other generalizations of monotonicity; aggregation: aggregation of different data structures; fuzzy methods in data mining and knowledge discovery; computational intelligence for logistics and transportation problems; fuzzy implication functions; soft methods in statistics and data analysis; image understanding and explainable AI; fuzzy and generalized quantifier theory; mathematical methods towards dealing with uncertainty in applied sciences; statistical image processing and analysis, with applications in neuroimaging; interval uncertainty; discrete models and computational intelligence; current techniques to model, process and describe time series; mathematical fuzzy logic and graded reasoning models; formal concept analysis, rough sets, general operators and related topics; computational intelligence methods in information modelling, representation and processing.
商品描述(中文翻譯)
這三卷書(CCIS 1237-1239)是第18屆國際會議「知識基礎系統中的資訊處理與不確定性管理」(IPMU 2020)的會議論文集,會議於2020年6月舉行。原定會議在葡萄牙里斯本的里斯本大學舉行,但因COVID-19疫情而改為線上舉行。
這173篇論文是從213篇投稿中仔細審核和選出的。論文按主題分為幾個部分:向Enrique Ruspini致敬;邀請報告;基礎與數學;決策、偏好與投票;優化與不確定性;遊戲;實際應用;知識處理與創造;機器學習 I;機器學習 II;可解釋的人工智慧(XAI);影像處理;時間數據處理;文本分析與處理;模糊區間分析;不精確概率的理論與應用;人工智慧中的相似性;信念函數理論及其應用;聚合:理論與實踐;聚合:預聚合函數及其他單調性的推廣;聚合:不同數據結構的聚合;數據挖掘與知識發現中的模糊方法;物流與運輸問題的計算智能;模糊推理函數;統計與數據分析中的軟方法;影像理解與可解釋的人工智慧;模糊與廣義量詞理論;應用科學中處理不確定性的數學方法;統計影像處理與分析,並應用於神經影像學;區間不確定性;離散模型與計算智能;當前建模、處理與描述時間序列的技術;數學模糊邏輯與分級推理模型;形式概念分析、粗集、一般運算子及相關主題;信息建模、表示與處理中的計算智能方法。