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210730s2021 si a o 100 0 eng d |
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|a 1262374145
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|a 9789811630675
|q (electronic bk.)
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|a 9811630674
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|z 9789811630668
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|z 9811630666
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|a 10.1007/978-981-16-3067-5
|2 doi
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|a (OCoLC)1262189942
|z (OCoLC)1262374145
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|a Q334
|b .I58 2020
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|a COM004000
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|a HCDD
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|a International Conference on Advances and Applications of Artificial Intelligence and Machine Learning
|d (2020 :
|c Greater Noida, India)
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|a Applications of artificial intelligence and machine learning :
|b select proceedings of ICAAAIML 2020 /
|c Ankur Choudhary, Arun Prakash Agrawal, Rajasvaran Logeswaran, Bhuvan Unhelkar, editors.
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|a ICAAAIML 2020
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|a Singapore :
|b Springer,
|c [2021]
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|c ©2021
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|a 1 online resource :
|b illustrations (chiefly color)
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a Lecture notes in electrical engineering ;
|v volume 778
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|a International conference proceedings.
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|a The book presents a collection of peer-reviewed articles from the International Conference on Advances and Applications of Artificial Intelligence and Machine Learning - ICAAAIML 2020. The book covers research in the areas of artificial intelligence, machine learning, and deep learning applications in healthcare, agriculture, business and security. This volume contains research papers from academicians, researchers as well as students. There are also papers on core concepts of computer networks, intelligent system design and deployment, real-time systems, wireless sensor network, sensors and sensor nodes, software engineering, and image processing. This book will be a valuable resource for students, academics and practitioners in industry working on AI applications.
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|a Online resource; title from PDF title page (SpringerLink, viewed August 4, 2021).
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|a Intro -- ICAAAIML-2020 -- Preface -- Contents -- About the Editors -- Artificial Intelligence and Its Applications in Smart Education -- Building a Language Data Set in Telugu Using Machine Learning Techniques to Address Suicidal Ideation and Behaviors in Adolescents -- 1 Introduction -- 2 Suicidal Data Set Creation in Telugu -- 3 Technique Used for Data Gathering to Create Required Data Set -- 4 Data Collection -- 4.1 Scrapping -- 4.2 Cleaning -- 4.3 Annotation -- 4.4 Data Set Statistics -- 5 Methodology -- 6 Experiments and Results -- 6.1 Accuracy by ML Classifiers
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|a 6.2 Binary Classification Measures -- 7 Conclusion -- 8 Future Work -- References -- Feature Selection and Performance Comparison of Various Machine Learning Classifiers for Analyzing Students' Performance Using Rapid Miner -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 4 Experiment and Results -- 5 Conclusion -- References -- Internet of Things (IoT) Based Automated Light Intensity Model Using NodeMcu ESP 8266 Microcontroller -- 1 Introduction -- 1.1 Problem Statement -- 1.2 Objectives -- 2 Research Methodology -- 3 Literature Survey -- 4 Performance Analysis
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|a 4.1 Analysis Outcomes -- 5 Conclusion and Future Scope -- References -- Handwritten Mathematical Symbols Classification Using WEKA -- 1 Introduction -- 2 Literature Review and Related Work -- 3 Proposed Work -- 4 Implementation -- 5 Conclusion and Future Scope -- References -- Enhancing Sociocultural Learning Using Hyperlocal Experience -- 1 Introduction -- 2 Literature Survey -- 3 Working of the System -- 3.1 Overview -- 3.2 Hyperlocal Forecasting -- 3.3 Architecture -- 3.4 Methodology -- 3.5 Proposed Solution -- 3.6 Algorithm -- 4 Conclusion -- 5 Future Enhancements -- References
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|a Subsequent Technologies Behind IoT and Its Development Roadmap Toward Integrated Healthcare Prototype Models -- 1 Introduction -- 2 Technologies Behind IoT -- 2.1 IoT Development Boards and IoT Hardware -- 2.2 IDE (Integrated Development Environment) -- 2.3 Protocols -- 2.4 Network Spine -- 2.5 Internetwork Cloud Stages/server -- 2.6 Software -- 3 IoT Gateway Device -- 4 IoT Development Roadmap and Healthcare Prototype -- 5 Conclusion -- References -- Big Data and Data Mining -- Bug Assignment-Utilization of Metadata Features Along with Feature Selection and Classifiers -- 1 Introduction
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|a 2 Literature Survey -- 3 Proposed En-TRAM Triager -- 4 Experimental Setup and Results -- 4.1 Experiment Setup -- 4.2 Results -- 5 Conclusion -- References -- Role of Artificial Intelligence in Detection of Hateful Speech for Hinglish Data on Social Media -- 1 Introduction -- 1.1 Previous Work -- 2 Corpus Creation and Annotation -- 2.1 Annotations -- 3 Methodology -- 3.1 Bidirectional Encoder Representations from Transformers (BERT) -- 3.2 Embeddings from Language Models (ELMo) -- 3.3 Flair -- 4 System Design -- 4.1 Data Pre-Processing -- 4.2 Fine-Tuning Approaches -- 5 Results and Discussion
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|a Artificial intelligence
|v Congresses.
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7 |
|a Artificial intelligence
|2 fast
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|a Intel·ligència artificial.
|2 thub
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655 |
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7 |
|a proceedings (reports)
|2 aat
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655 |
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|a Conference papers and proceedings
|2 fast
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|a Conference papers and proceedings.
|2 lcgft
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|a Actes de congrès.
|2 rvmgf
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|a Congressos.
|2 thub
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|a Llibres electrònics.
|2 thub
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700 |
1 |
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|a Choudhary, Ankur,
|e editor.
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700 |
1 |
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|a Agrawal, Arun Prakash,
|e editor.
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700 |
1 |
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|a Logeswaran, Rajasvaran,
|e editor.
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700 |
1 |
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|a Unhelkar, Bhuvan,
|e editor.
|1 https://id.oclc.org/worldcat/entity/E39PCjxb48fwtfcGBw99p6drmb
|
758 |
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|i has work:
|a Applications of artificial intelligence and machine learning (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCGV6KqjJPf9HCRvt3gqfMd
|4 https://id.oclc.org/worldcat/ontology/hasWork
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776 |
0 |
8 |
|i Print version:
|a International Conference on Advances and Applications of Artificial Intelligence and Machine Learning (2020 : Greater Noida, India).
|t Applications of artificial intelligence and machine learning.
|d Singapore : Springer, [2021]
|z 9811630666
|z 9789811630668
|w (OCoLC)1249496023
|
830 |
|
0 |
|a Lecture notes in electrical engineering ;
|v v. 778.
|
856 |
4 |
0 |
|u https://holycross.idm.oclc.org/login?auth=cas&url=https://link.springer.com/10.1007/978-981-16-3067-5
|y Click for online access
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|a SPRING-COMP2021
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|a 92
|b HCD
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