International Symposium on Intelligent Informatics Proceedings of ISI 2022
by
Thampi, Sabu M. editor.
Title
:
International Symposium on Intelligent Informatics Proceedings of ISI 2022
Author
:
Thampi, Sabu M. editor.
ISBN
:
9789811980947
Edition
:
1st ed. 2023.
Physical Description
:
XVIII, 506 p. 214 illus., 174 illus. in color. online resource.
Series
:
Smart Innovation, Systems and Technologies, 333
Contents
:
Part 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. .
Subject Term
:
Signal processing.
Artificial intelligence.
Internet of things.
Computer vision.
Natural language processing (Computer science).
Signal, Speech and Image Processing.
Natural Language Processing (NLP).
Added Author
:
Thampi, Sabu M.
Mukhopadhyay, Jayanta.
Paprzycki, Marcin.
Li, Kuan-Ching.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 528787-1001 | ONLINE | | Elektronik Kütüphane |