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
https://doi.org/10.1007/978-981-19-8094-7


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book528787-1001ONLINEElektronik Kütüphane