Soft Computing and its Engineering Applications Proceedings of the Second International Conference icSoftComp 2020 Changa Anand India December 11 12 2020 1st Edition by Kanubhai K Patel, Deepak Garg, Atul Patel, Pawan Lingras ISBN 9789811607073 9811607079

Soft Computing and its Engineering Applications: Proceedings of the Second International Conference, icSoftComp 2020 Changa, Anand, India, December 11–12, 2020 1st Edition by Kanubhai K. Patel,  Deepak Garg, Atul Patel, Pawan Lingras- Ebook PDF Instant Download/Delivery:  9789811607073, 9811607079

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Product details:

ISBN 10:   9811607079

ISBN 13: 9789811607073

Author: Kanubhai K. Patel,  Deepak Garg, Atul Patel, Pawan Lingras

 This book constitutes the refereed proceedings of the Second International Conference on Soft Computing and its Engineering Applications, icSoftComp 2020, held in Changa, India, in December 2020. Due to the COVID-19 pandemic the conference was held online. 
The 24 full papers and 4 short papers presented were carefully reviewed and selected from 252 submissions. The papers present recent research on theory and applications in fuzzy computing, neuro computing, and evolutionary computing.

Table of contents: 

1. On the performance analysis of efficient path-planning algorithms for fire-fighting robots

2. Automatic image colorization using GANs

3. Gujarati task oriented dialogue slot tagging using deep neural network models

4. Energy efficient aspects of federated learning – mechanisms and opportunities

5. Classification of UrbanSound8k: A study using convolutional neural network and multiple data augmentation techniques

6. Quantile regression support vector machine (QRSVM) model for time series data analysis

7. Selection of characteristics by hybrid method: RFE, ridge, lasso, and Bayesian for the power forecast for a photovoltaic system

8. Parameter optimization of reaching law based sliding mode control by computational intelligence techniques

9. Efficiency of parallelization using GPU in discrete dynamic models construction process

10. On the performance analyses of a modified force field algorithm for obstacle avoidance in swarm robotics

11. Rethinking the limits of optimization economic order quantity (EOQ) using self generating training model by adaptive-neuro fuzzy inference system

12. Hybrid POS tagger for Gujarati text

13. Optimization of ICT street infrastructure in smart cities

14. Transfer learning-based image tagging using word embedding technique for image retrieval applications

15. Comparison of deep learning models for cancer metastases detection: An experimental study

16. A lightweight hybrid majority vote classifier using top-k dataset

17. Twitter emotion analysis for brand comparison using naive Bayes classifier

18. A smart card based lightweight multi server encryption scheme

19. Firmware attack detection on gadgets using ridge regression (FAD-RR)

20. Automatic text extraction from digital brochures: Achieving competitiveness for Mauritius supermarkets

21. Improved predictive system for soil test fertility performance using fuzzy rule approach

22. Artificial intelligence applications to tackle COVID-19

23. Throat inflammation based mass screening of COVID-19 on embedded platform

24. Predicting novel coronavirus 2019 with machine learning algorithms

25. Evaluation of image filtering parameters for plant biometrics improvement using machine learning

26. Glaucoma detection using features of optic nerve head, CDR and ISNT from fundus image of eye

27. Crop yield estimation using machine learning

28. Embedded Linux based smart secure IoT intruder alarm system implemented on BeagleBone Black

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Tags: Kanubhai K Patel, Deepak Garg, Atul Patel, Pawan Lingras, Soft Computing, Engineering Applications, icSoftComp