Artificial Intelligence Applications and Innovations: 15th Ifip Wg 12.5 International Conference, Aiai 2019, Hersonissos, Crete, Greece, May 24-26, 20
暫譯: 人工智慧應用與創新:第十五屆 IFIP WG 12.5 國際會議,AIAI 2019,希臘克里特島赫爾索尼索斯,2019年5月24-26日
Macintyre, John, Maglogiannis, Ilias, Iliadis, Lazaros
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商品描述
This book constitutes the refereed proceedings of the 15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019, held in Hersonissos, Crete, Greece, in May 2019. The 49 full papers and 6 short papers presented were carefully reviewed and selected from 101 submissions. They cover a broad range of topics such as deep learning ANN; genetic algorithms - optimization; constraints modeling; ANN training algorithms; social media intelligent modeling; text mining/machine translation; fuzzy modeling; biomedical and bioinformatics algorithms and systems; feature selection; emotion recognition; hybrid Intelligent models; classification - pattern recognition; intelligent security modeling; complex stochastic games; unsupervised machine learning; ANN in industry; intelligent clustering; convolutional and recurrent ANN; recommender systems; intelligent telecommunications modeling; and intelligent hybrid systems using Internet of Things. The papers are organized in the following topical sections: AI anomaly detection - active learning; autonomous vehicles - aerial vehicles; biomedical AI; classification - clustering; constraint programming - brain inspired modeling; deep learning - convolutional ANN; fuzzy modeling; learning automata - logic based reasoning; machine learning - natural language; multi agent - IoT; nature inspired flight and robot; control - machine vision; and recommendation systems.
商品描述(中文翻譯)
本書為第十五屆 IFIP WG 12.5 國際人工智慧應用與創新會議(AIAI 2019)的經過審稿的會議論文集,該會議於2019年5月在希臘克里特島的赫爾索尼索斯舉行。
本次會議共提交了101篇論文,經過仔細審查後,最終選出49篇完整論文和6篇短文。這些論文涵蓋了廣泛的主題,包括深度學習人工神經網絡(ANN)、遺傳演算法 - 優化、約束建模、ANN訓練演算法、社交媒體智能建模、文本挖掘/機器翻譯、模糊建模、生物醫學與生物資訊演算法及系統、特徵選擇、情感識別、混合智能模型、分類 - 模式識別、智能安全建模、複雜隨機遊戲、無監督機器學習、工業中的ANN、智能聚類、卷積和遞迴ANN、推薦系統、智能電信建模,以及使用物聯網的智能混合系統。這些論文被組織在以下主題部分:AI 異常檢測 - 主動學習;自主車輛 - 空中載具;生物醫學AI;分類 - 聚類;約束程式設計 - 腦啟發建模;深度學習 - 卷積ANN;模糊建模;學習自動機 - 基於邏輯的推理;機器學習 - 自然語言;多代理 - 物聯網;自然啟發的飛行與機器人;控制 - 機器視覺;以及推薦系統。