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Soft Computing and Its Engineering Applications : 4th International Conference, icSoftComp 2022, Changa, Anand, India, December 9-10, 2022, Proceedings / edited by Kanubhai K. Patel, K. C. Santosh, Atul Patel, Ashish Ghosh.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0937 ; 1788
- Communications in Computer and Information Science, 1865-0937 ; 1788
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Computer networks.
- Image processing-Digital techniques.
- Computer vision.
- Data mining.
- Application software.
- Artificial Intelligence.
- Computer Communication Networks.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Data Mining and Knowledge Discovery.
- Computer and Information Systems Applications.
- Local Subjects:
- Artificial Intelligence.
- Computer Communication Networks.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Data Mining and Knowledge Discovery.
- Computer and Information Systems Applications.
- Physical Description:
- 1 online resource (XVIII, 478 pages) : 250 illustrations, 154 illustrations in color.
- Edition:
- 1st ed. 2023.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
- System Details:
- text file PDF
- Summary:
- This book constitutes the refereed proceedings of the 4th International Conference on Soft Computing and its Engineering Applications, icSoftComp 2022, held in Changa, Anand, India during December 9-10, 2022. The 33 full papers and 3 short papers included in this book were carefully reviewed and selected from 342 submissions. They were organized in topical sections as follows: Theory and Methods; Systems and Applications; and Hybrid Techniques.
- Contents:
- Theory and methods
- NAARPreC: A Novel Approach for Adaptive Resource Prediction in Cloud
- One True Pairing: Evaluating Effective Language Pairings for Fake News Detection Employing Zero-Shot Cross Lingual Transfer
- FedCLUS: Federated Clustering from Distributed Homogeneous Data
- On Language Clustering: Non-parametric Statistical Approach
- Method Agnostic Model Class Reliance (MAMCR) Explanation of Multiple Machine Learning Models
- Association Rules based Feature Extraction for Deep Learning Classification
- Global Thresholding Technique for Basal Ganglia Segmentation from Positron Emission Tomography Images
- Oversampling Methods to Handle the Class Imbalance Problem: A Review
- Analog Implementation of Neural Network
- Designing Fog Device Network for Digitization of University Campus
- Word Sense Disambiguation from English to Indic language: Approaches and Opportunities
- Explainable AI for Predictive Analytics on Employee Attrition
- Graph Convolutional Neural Networks for Nuclei Segmentation from Histopathology Images
- Performance Analysis of Cache Memory in CPU
- Extraction of Single Chemical Structure from Handwritten Complex Chemical Structure with Junction Point Based Segmentation
- Automatic Mapping of Deciduous and Evergreen Forest by Using Machine Learning and Satellite Imagery
- Systems and Applications
- RIN: Towards A Semantic Rigorous Interpretable Artificial Immune System for Intrusion Detection
- SVRCI: An Approach for Semantically Driven Video Recommendation Incorporating Collective Intelligence
- Deep Learning based Model for Fundus Retinal Image Classification
- Reliable Network-Packet Binary Classification
- SemKnowNews: A Semantically Inclined Knowledge Driven Approach for Multi-Source Aggregation and Recommendation of News with a focus on Personalization
- Extraction and Analysis of Speech Emotion Features using Hybrid Punjabi Audio Dataset
- Human Activity Recognition in Videos using Deep Learning
- Brain Tumor Classification using VGG-16 and MobileNetV2 Deep Learning Techniques on Magnetic Resonance Images (MRI)
- Five-Year Life Expectancy Prediction of Prostate Cancer Patients Using Machine Learning Algorithms
- An Ensemble MultiLabel Classifier for Intra-Cranial Haemorrhage Detection from Large, Heterogeneous and Imbalanced Database
- A Method for Workflow Segmentation and action prediction from video data - AR Content
- Convolutional Neural Network Approach for Iris Segmentation
- Reinforcement Learning Algorithms for Effective Resource Management in Cloud Computing
- Corpus Building for Hate Speech Detection of Gujarati Language
- Intrinsic use of Genetic Optimizer in CNN Towards Efficient Image Classification
- A Software System for Smart Course Planning
- Meetei Mayek Natural Scene Character Recognition using CNN
- Utilization of Data Mining Classification Technique to Predict the Food Security Status of Wheat
- Hybrid Techniques
- QoS-Aware Service Placement for Fog Integrated Cloud using Modified Neuro-Fuzzy Approach
- Optimizing Public Grievance Detection Accuracy through Hyperparameter Tuning of Random Forest and Hybrid Model. .
- Other Format:
- Printed edition:
- ISBN:
- 978-3-031-27609-5
- 9783031276095
- Access Restriction:
- Restricted for use by site license.
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