Soft Computing: Theories and Applications Proceedings of SoCTA 2023, Volume 2
This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains, ranging from medicine and healthcare, to supply chain management, image processing, and cryptanalysis. It gathers high-quality papers presented at the International Conference on So...
Other Authors: | , , , |
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Format: | eBook |
Language: | English |
Published: |
Singapore
Springer Nature Singapore
2024, 2024
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Edition: | 1st ed. 2024 |
Series: | Lecture Notes in Networks and Systems
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Subjects: | |
Online Access: | |
Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Particle Based Swarm Fuzzy Optimization Approach in Vague Measurement of the Distance in Transportation Problems
- Design and Implementation of Network Coverage Area in WSN Using Swarm Optimization Techniques
- Divergence Models in Fuzzy Environment and Their Solicitations for the Development of Fuzzy Information Improvement Models
- ViT-ALZ: Vision Transformer with Deep Neural Network for Alzheimer’s Disease Detection
- Edge-ward computational offloading for Smart Waste Management System
- AMPpred-CNN: Prediction of antimicrobial peptide by using 1D convolution neural network and Composition/Transition/Distribution (CTD) encoding
- A hybrid system for detection of Stress using human emotions through voice
- Quasi-opposition based whale optimization applied to Multilevel Image thresholding
- Enhanced Georeferencing by adapting improvised Lens Distortion Correction in Stationary Drone Video Frames
- Feature Selection and Classification to detect Fetal Abnormalities
- An extensive review on designing of blood bank management system
- Ensemble Models for vulnerability prediction using code metrics
- Echo State Networks for Cryptography: A Novel Framework for Key Generation and Secure Communication
- Exploration of Coarse-Graining and Threshold Selection of Lempel-Ziv Complexity on Vibroarthrographic Signals
- Image Super Resolution using Extensive Residual Network (ERN) for Orange fruit disease detection
- A Powerful High-Order B-Spline Galerkin Technique for Numerical Solutions of Advection-Diffusion Equation
- Some Explicit Formulas for Changhee-Genocchi Polynomials and Numbers
- Numerical Simulations of Third-Order Singularly Perturbed Boundary Value Problems
- A Study on λ-Analogue Type Of Degenerate Daehee Polynomials And Numbers
- Water Quality Prediction using Machine Learning
- Single Smart Card for Identity and Authentication Using Data Analytics
- Strategic Utilization of ChatGPT in Teaching and Learning
- Adoption of Blockchain Technologies into Forensic Accounting Practices
- Path Tracking Control of Mobile Manipulator with Skidding and Slipping
- Predicting Stock Market Prices Using a Hybrid of HighOrder Neural Networks and Barnacle Mating Optimization
- Stock Price Prediction Using LSTM & SVM
- Automated Plant disease detection: CNN for corn maize, tomato and potato
- Survey of Deep Learning Models for Image-Based Disease Detection in Plants
- A Comprehensive Review on Technological Advancements in Object Detection Deep Learning Models
- Identification and Classification of PV Array Faults Using Artificial Neural Network
- Ray Based Covid-19 Detection Using Preprocessing Techniques and Deep Learning Algorithms
- Threat or gift to academic: A case study on ChatGPT
- Breaking Barriers: Sign Language to Text Transformation in the Digital Era
- Sarcasm Detection and Classification using Deep Learning Model
- Suspicious Human Activity Detection through Video Analysis and Alert System: A Comprehensive Review
- Hybrid Deep Learning Techniquefor Leaf Disease Detection System
- A Comprehensive Review of Predicting Lifestyle based disease specifically PCOS among Women Using Data Mining and Machine Learning Approaches
- A Modified Honey Badger Algorithm with Logistic Map and Enhanced Exploitation
- Optimal Performance of a quantum Einstein heat engine with ecological function
- Performance Analysis of GIoU Loss Function for Object Tracking