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Frontiers in pattern recognition and artificial intelligence

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Frontiers in pattern recognition and artificial intelligence/ edited by Marleah Blom, Nicola Nobile, Ching Y. Suen.
other author:	Blom, Marleah.
corporate name:	Workshop on the Preservation of Stability under Discretization
Published:	Singapore :World Scientific Publishing Co. Pte. Ltd., : c2019.,
Description:	1 online resource :ill. :
Subject:	Pattern perception - Congresses. -
Online resource:	https://www.worldscientific.com/worldscibooks/10.1142/11362#t=toc
ISBN:	9789811203527

Frontiers in pattern recognition and artificial intelligence
Frontiers in pattern recognition and artificial intelligence[electronic resource] /edited by Marleah Blom, Nicola Nobile, Ching Y. Suen. - 1st ed. - Singapore :World Scientific Publishing Co. Pte. Ltd.,c2019. - 1 online resource :ill. - Series on language processing, pattern recognition, and intelligent systems ;vol. 5. - Series on language processing, pattern recognition, and intelligent systems ;v. 2..

Includes bibliographical references and index.

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.

ISBN: 9789811203527Subjects--Topical Terms:

675180
Pattern perception
--Congresses.

LC Class. No.: TK7882.P3

Dewey Class. No.: 006.4

Frontiers in pattern recognition and artificial intelligence
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111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Frontiers in pattern recognition and artificial intelligence $h [electronic resource] / $c edited by Marleah Blom, Nicola Nobile, Ching Y. Suen.
250 $a 1st ed.
260 $a Singapore : $b World Scientific Publishing Co. Pte. Ltd., $c c2019.
300 $a 1 online resource : $b ill.
490 1 $a Series on language processing, pattern recognition, and intelligent systems ; $v vol. 5
504 $a Includes bibliographical references and index.
505 0 $a 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.
505 8 $a 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.
505 8 $a 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.
505 8 $a 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.
588 $a Online resource; title from PDF title page (EBSCO, viewed July 12, 2019)
650 0 $a Pattern perception $v Congresses. $3 675180 $3 727828
650 0 $a Artificial intelligence $3 671585
700 1 $a Blom, Marleah. $3 1311758
700 1 $a Nobile, Nicola. $3 1311759
700 1 $a Suen, Ching Y. $3 1240370
830 0 $a Series on language processing, pattern recognition, and intelligent systems ; $v v. 2. $3 1236553
856 4 0 $u https://www.worldscientific.com/worldscibooks/10.1142/11362#t=toc