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082 0 4 _a621.382
_223
245 1 0 _aInternational Symposium on Intelligent Informatics
_h[electronic resource] :
_bProceedings of ISI 2022 /
_cedited by Sabu M. Thampi, Jayanta Mukhopadhyay, Marcin Paprzycki, Kuan-Ching Li.
250 _a1st ed. 2023.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2023.
300 _aXVIII, 506 p. 214 illus., 174 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
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347 _atext file
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490 1 _aSmart Innovation, Systems and Technologies,
_x2190-3026 ;
_v333
500 _aAcceso multiusuario
505 0 _aPart 1: Artificial Intelligence and Machine Learning -- Chapter 1. DCLL - A Deep Network for Possible Real-time Decoding of Imagined Words -- Chapter 2. Towards Frugal Artificial Intelligence: Exploring neural network pruning and binarization -- Chapter 3. Practical Implications of Dequantization on Machine Learning Algorithms: A Survey -- Chapter 4. Encoder-Decoder Network with Guided Transmission Map: Robustness and Applicability -- Chapter 5. Development of NN-based Ball Bearing Fault Diagnosis Techniques -- Chapter 6. A data analytics-based study on campaigns and hashtags movements related to the production of fashion goods -- Chapter 7. Gradual Search and Fixed Grouping Scheme based Variant of Genetic Algorithm for Large Scale Global Optimization -- Chapter 8. Generalized symbolic dynamics weighted network prediction of chaotic time series -- Chapter 9. Automated Reduction of Detailed Biophysical Cerebellar Neurons to Izhikevich Neurons+D14 -- Chapter 10. Segmentation Approach for Nucleus Cytoplasm of Ewing sarco -- Chapter 11. Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification -- Part 2: Natural Language Processing -- Chapter 12. Abstractive Text Summarization of Hindi Corpus using Transformer Encoder-Decoder Model -- Chapter 13. Automatic Text Classification for Web-based Malayalam Documents -- Chapter 14. Question and Answer Generation from Text using Transformers -- Chapter 15. A Comparative Study of Spam SMS Detection using various Supervised Machine Learning Algorithms. etc. .
520 _aThis book constitutes thoroughly refereed post-conference proceedings of the 7th International Symposium on Intelligent Informatics (ISI 2022), from August 31 to September 1-2, 2022, Trivandrum, India. The revised papers presented are carefully reviewed and selected from several initial submissions. The scope of the Symposium includes AI, machine learning, cognitive computing, soft computing, security informatics, data science, computer vision, pattern recognition, intelligent software engineering, intelligent networked systems, IoT, cyber-physical systems, and NLP. The book is directed to the researchers and scientists engaged in various fields of intelligent informatics.
541 _fUABC ;
_cPerpetuidad
650 0 _aSignal processing.
650 0 _aArtificial intelligence.
650 0 _aInternet of things.
650 0 _aComputer vision.
650 0 _aNatural language processing (Computer science).
650 1 4 _aSignal, Speech and Image Processing .
650 2 4 _aArtificial Intelligence.
650 2 4 _aInternet of Things.
650 2 4 _aComputer Vision.
650 2 4 _aNatural Language Processing (NLP).
700 1 _aThampi, Sabu M.
_eeditor.
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700 1 _aMukhopadhyay, Jayanta.
_eeditor.
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700 1 _aPaprzycki, Marcin.
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700 1 _aLi, Kuan-Ching.
_eeditor.
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710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aSmart Innovation, Systems and Technologies,
_x2190-3026 ;
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856 4 0 _zLibro electrónico
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