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...

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Bibliographic Details
Other Authors: Kumar, Rajesh (Editor), Verma, Ajit Kumar (Editor), Verma, Om Prakash (Editor), Wadehra, Tanu (Editor)
Format: eBook
Language:English
Published: Singapore Springer Nature Singapore 2024, 2024
Edition:1st ed. 2024
Series:Lecture Notes in Networks and Systems
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