Frontiers in pattern recognition and...
International Conference on Pattern Recognition and Artificial Intelligence ((2018 :)

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  • Frontiers in pattern recognition and artificial intelligence
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Frontiers in pattern recognition and artificial intelligence/ edited by Marleah Blom, Nicola Nobile, Ching Y. Suen.
    其他作者: Blom, Marleah.
    團體作者: International Conference on Pattern Recognition and Artificial Intelligence
    出版者: Singapore :World Scientific Publishing Co. Pte. Ltd., : c2019.,
    面頁冊數: 1 online resource :ill.
    內容註: Intro ; Contents ; Preface ; List of Contributors ; Chapter 1 : Artificial Intelligence : An Overview ; 1. Smart Devices ; 2. Defining AI ; 3. The Early History of AI ; 4. AI Landmarks ; 4.1. Formal Reasoning ; 4.2. Natural Language Processing ; 4.3. Robotics ; 4.4. Game Playing ; 5. AI Technologies ; 5.1. Symbolic AI ; 5.2. Bayesian Networks ; 5.3. Evolutionary Algorithms ; 5.4. Deep Learning ; 6. The Future : Artificial General Intelligence? ; References ; Chapter 2 : Diverse Perspectives on the Relationship between Artificial Intelligence and Pattern Recognition ; 1. The Perspective of Björn Barz.
    內容註: 2. The Perspective of Prerana Mukherjee and Brejesh Lall2.1. Towards understanding AI and PR concepts ; 2.2. Case scenarios and applications ; 2.3. Conclusion ; 3. The Perspective of Elham Vahdati ; References ; Chapter 3 : Natural Language Processing : An Overview ; 1. Introduction ; 1.1. Natural versus Artificial Languages ; 1.2. Natural Language Understanding versus Generation ; 1.3. Components of Natural Language Processing Systems ; 2. Applications ; 2.1. Low-Level Applications ; 2.2. High-Level Applications ; 3. NLP Techniques ; 3.1. Symbolic NLP ; 3.2. Statistical NLP ; 3.3. Deep Learning for NLP.
    內容註: 3.3.1. Language Models3.3.2. Language Representation ; 3.3.3. Model Architectures ; 3.3.4. Successful Applications ; 4. Conclusion ; References ; Chapter 4 : Handwriting Recognition Systems and Applications ; 1. Introduction ; 2. Online and Offline Handwriting Recognition ; 3. Handwriting Recognition Challenges ; 3.1. Chinese Handwriting Recognition ; 3.2. Arabic Handwriting Recognition ; 4. Handwriting Recognition Process ; 4.1. Feature Extraction ; 4.2. Classification ; 5. Handwriting Recognition Applications ; 5.1. Handwritten Character Recognition ; 5.2. Handwritten Text Recognition.
    內容註: 5.3. Signature Verification5.4. Handwritten Word Spotting ; 5.4.1. Definition ; 5.4.2. Input Queries ; 5.4.3. Word Spotting Approaches ; 6. Conclusion ; References ; Chapter 5 : A New Roadmap for Evaluating Descriptive Handwritten Answer Script ; 1. Introduction ; 2. Related Work ; 3. Proposed Roadmap ; 3.1. Preprocessing for Cleaning Documents and Removing Struck out Text ; 3.2. Text Line and Word Segmentation ; 3.3. Degree of Relevancy for Word Spotting ; 3.4. Degree of Relevancy at the Text Line Level for Final Grading ; 4. Experimental Analysis ; 5. Conclusions and Future Work ; Acknowledgments.
    標題: Pattern perception - Congresses. -
    電子資源: https://www.worldscientific.com/worldscibooks/10.1142/11362#t=toc
    ISBN: 9789811203527
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