International Symposium on Intelligent Informatics : Proceedings of ISI 2022 / edited by Sabu M. Thampi, Jayanta Mukhopadhyay, Marcin Paprzycki, Kuan-Ching Li.

Format:

Book

Contributor:

Thampi, Sabu M., editor.

Series:

Smart Innovation, Systems and Technologies, 2190-3026 ; 333

Language:

English

Subjects (All):

Signal processing.

Artificial intelligence.

Internet of things.

Computer vision.

Natural language processing (Computer science).

Signal, Speech and Image Processing.

Artificial Intelligence.

Internet of Things.

Computer Vision.

Natural Language Processing (NLP).

Local Subjects:

Signal, Speech and Image Processing.

Artificial Intelligence.

Internet of Things.

Computer Vision.

Natural Language Processing (NLP).

Physical Description:

1 online resource (508 pages)

Edition:

1st ed. 2023.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2023.

Summary:

This 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.

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. .

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Thampi, Sabu M. International Symposium on Intelligent Informatics

ISBN:

9789811980947

OCLC:

1375682432