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Soft computing for problem solvingproceedings of the SocProS 2022 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Soft computing for problem solvingedited by Manoj Thakur ... [et al.].
其他題名:	proceedings of the SocProS 2022 /
其他題名:	SocProS 2022
其他作者:	Thakur, Manoj.
團體作者:
出版者:	Singapore :Springer Nature Singapore :2023.
面頁冊數:	xxii, 733 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Soft computingCongresses.
電子資源:	https://doi.org/10.1007/978-981-19-6525-8
ISBN:	9789811965258$q(electronic bk.)

Soft computing for problem solvingproceedings of the SocProS 2022 /
Soft computing for problem solvingproceedings of the SocProS 2022 /[electronic resource] :SocProS 2022edited by Manoj Thakur ... [et al.]. - Singapore :Springer Nature Singapore :2023. - xxii, 733 p. :ill., digital ;24 cm. - Lecture notes in networks and systems,v. 5472367-3389 ;. - Lecture notes in networks and systems ;v.1..

Chapter 1. Benchmarking state-of-the-art methodologies for optic disc segmentation -- Chapter 2. Automated Student Emotion Analysis During Online Classes using Convolutional Neural Network -- Chapter 3. Transfer Learning based Malware Classification -- Chapter 4. A Study on Metric-Based and Initialization-Based Methods for Few-Shot Image Classification -- Chapter 5. A Fast and Efficient Methods for Eye pre-processing and DR Level Detection -- Chapter 6. A deep neural model CNN-LSTM network for automated sleep staging based on a single-channel EEG signal -- Chapter 7. An Ensemble Model for Gait Classification in Children and Adolescent with Cerebral Palsy: A Low-Cost Approach -- Chapter 8. Imbalanced Learning of Regular Grammar for DFA Extraction from LSTM Architecture -- Chapter 9. Medical Prescription Label Reading using Computer Vision and Deep Learning -- Chapter 10. Autoencoder-based Deep Neural Architecture for Epileptic Seizures Classification -- Chapter 11. Stock Market Prediction using Deep Learning Techniques for Short and Long Horizon -- Chapter 12. Improved CNN Model for Breast Cancer Classification -- Chapter 13. Performance Assessment of Normalization in CNN with Retinal Image Segmentation -- Chapter 14. A novel multi-day ahead index price forecast using multi-output based deep learning system -- Chapter 15. Automatic Retinal Vessel Segmentation using BTLBO. etc.

This book provides an insight into the 11th International Conference on Soft Computing for Problem Solving (SocProS 2022) This international conference is a joint technical collaboration of the Soft Computing Research Society and the Indian Institute of Technology Mandi. This book presents the latest achievements and innovations in the interdisciplinary areas of Soft Computing, Machine Learning, and Data Science. It brings together the researchers, engineers, and practitioners to discuss thought-provoking developments and challenges, in order to select potential future directions. It covers original research papers in the areas including but not limited to algorithms (artificial neural network, deep learning, statistical methods, genetic algorithm, and particle swarm optimization) and applications (data mining and clustering, computer vision, medical and healthcare, finance, data envelopment analysis, business, and forecasting applications) This book is beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.

ISBN: 9789811965258$q(electronic bk.)

Standard No.: 10.1007/978-981-19-6525-8doiSubjects--Topical Terms:

387156
Soft computing
--Congresses.

LC Class. No.: QA76.9.S63

Dewey Class. No.: 006.3

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505 0 $a Chapter 1. Benchmarking state-of-the-art methodologies for optic disc segmentation -- Chapter 2. Automated Student Emotion Analysis During Online Classes using Convolutional Neural Network -- Chapter 3. Transfer Learning based Malware Classification -- Chapter 4. A Study on Metric-Based and Initialization-Based Methods for Few-Shot Image Classification -- Chapter 5. A Fast and Efficient Methods for Eye pre-processing and DR Level Detection -- Chapter 6. A deep neural model CNN-LSTM network for automated sleep staging based on a single-channel EEG signal -- Chapter 7. An Ensemble Model for Gait Classification in Children and Adolescent with Cerebral Palsy: A Low-Cost Approach -- Chapter 8. Imbalanced Learning of Regular Grammar for DFA Extraction from LSTM Architecture -- Chapter 9. Medical Prescription Label Reading using Computer Vision and Deep Learning -- Chapter 10. Autoencoder-based Deep Neural Architecture for Epileptic Seizures Classification -- Chapter 11. Stock Market Prediction using Deep Learning Techniques for Short and Long Horizon -- Chapter 12. Improved CNN Model for Breast Cancer Classification -- Chapter 13. Performance Assessment of Normalization in CNN with Retinal Image Segmentation -- Chapter 14. A novel multi-day ahead index price forecast using multi-output based deep learning system -- Chapter 15. Automatic Retinal Vessel Segmentation using BTLBO. etc.
520 $a This book provides an insight into the 11th International Conference on Soft Computing for Problem Solving (SocProS 2022) This international conference is a joint technical collaboration of the Soft Computing Research Society and the Indian Institute of Technology Mandi. This book presents the latest achievements and innovations in the interdisciplinary areas of Soft Computing, Machine Learning, and Data Science. It brings together the researchers, engineers, and practitioners to discuss thought-provoking developments and challenges, in order to select potential future directions. It covers original research papers in the areas including but not limited to algorithms (artificial neural network, deep learning, statistical methods, genetic algorithm, and particle swarm optimization) and applications (data mining and clustering, computer vision, medical and healthcare, finance, data envelopment analysis, business, and forecasting applications) This book is beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.
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