Artificial Intelligence Applications and Innovations: Aiai 2019 Ifip Wg 12.5 International Workshops: Mhdw and 5g-Pine 2019, Hersonissos, Crete, Greec
暫譯: 人工智慧應用與創新:AIAI 2019 IFIP WG 12.5 國際研討會:MHDW 與 5G-PINE 2019,克里特島赫爾索尼索斯,希臘
Macintyre, John, Maglogiannis, Ilias, Iliadis, Lazaros
商品描述
This book constitutes the refereed proceedings of two International Workshops held as parallel events of the 15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019, in Hersonissos, Crete, Greece, in May 2019: the 8th Mining Humanistic Data Workshop, MHDW 2019, and the 4th Workshop on 5G-Putting Intelligence to the Network Edge, 5G-PINE 2019. The 6 full papers and 4 short papers presented at MHDW 2019 were carefully reviewed and selected from 13 submissions; out of the 14 papers submitted to 5G-PINE 2019, 6 were accepted as full papers and 1 as short paper. The MHDW papers focus on the application of innovative as well as existing data matching, fusion and mining and knowledge discovery and management techniques (such as decision rules, decision trees, association rules, ontologies and alignments, clustering, filtering, learning, classifier systems, neural networks, support vector machines, preprocessing, post processing, feature selection, visualization techniques) to data derived from all areas of humanistic sciences, e.g., linguistic, historical, behavioral, psychological, artistic, musical, educational, social, and ubiquitous computing and bioinformatics. The papers presented at 5G-PINE focus on several innovative findings coming directly from modern European research in the area of modern 5G telecommunications infrastructures and related innovative services and cover a wide variety of technical and business aspects promoting options for growth and development.
商品描述(中文翻譯)
本書為2019年5月在希臘克里特島赫爾索尼索斯舉行的第15屆IFIP WG 12.5國際人工智慧應用與創新會議(AIAI 2019)之平行活動的兩場國際研討會的經過審稿的會議論文集:第8屆人文數據挖掘研討會(MHDW 2019)和第4屆5G邊緣智能研討會(5G-PINE 2019)。
在MHDW 2019上發表的6篇完整論文和4篇短文是從13篇提交的論文中仔細審核和選出的;在提交給5G-PINE 2019的14篇論文中,有6篇被接受為完整論文,1篇被接受為短文。MHDW的論文專注於創新及現有數據匹配、融合和挖掘以及知識發現和管理技術的應用(如決策規則、決策樹、關聯規則、本體及對齊、聚類、過濾、學習、分類系統、神經網絡、支持向量機、預處理、後處理、特徵選擇、可視化技術),這些技術應用於來自人文科學各個領域的數據,例如語言學、歷史學、行為科學、心理學、藝術、音樂、教育、社會學、普及計算和生物信息學。5G-PINE上發表的論文則專注於來自現代歐洲研究的幾項創新發現,這些發現直接與現代5G電信基礎設施及相關創新服務有關,涵蓋了促進增長和發展的各種技術和商業方面。