Computational Intelligence and Network Security
Springer International Publishing (Verlag)
978-3-032-09571-8 (ISBN)
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This book constitutes the conference proceedings of the Second International Conference on Computational Intelligence and Network Security, ICCINS 2025 held in Raipur, India, during April 2-4, 2025.
The 30 full papers were carefully reviewed and selected from 205 submissions. They were categorized under the following topical sections: Machine Learning and Computational Intelligence; Intelligent Networking and Communication Systems; Cybersecurity, Privacy, and System Design.
Machine Learning and Computational Intelligence.- Machine Learning-Driven Cardiovascular Disease Prediction: Balancing Performance and Transparency with Hybrid Models.- FractureNet: A Compact CNN Model for High-Accuracy Bone Fracture Detection and Classification.- CODLSTM: Predicting Time Series Glucose Levels Using One-Dimensional Convolutions and Memory-Augmented Recurrent Networks.- EEG-Based Schizophrenia Classification with Residual Dilated Multi-Scale Network.- Quantum Recurrent Neural Network-Based Classification of Ammonia Contamination in Aquatic Environments.- Predictive Analytics in Agriculture: Leveraging ANN for Crop Yield Forecasting.- TabNet-Based Crop Yield Prediction for SmartAgriculture.- Enhancing Speech Emotion Recognition with Hybrid Deep Learning Models and Multi-Feature Fusion.- Brain Tumor Detection and Classification on MRI Images using YOLO based Deep Learning Model.- Deep Multi-Label Classification for Automated Ocular Disease Detection Using Enhanced CNN Architectures.- From Data to Diagnosis: Machine Learning Solutions for Hepatitis C Virus Classification.- PatchSimNet: Patch-Based Siamese Model for Text Independent Handwriting Similarity Detection.- Bitcoin Financial Forecasting: Analyzing the Impact of Moving Average Strategies on Trading Performance.- Explainable Sentiment Analysis on Social Media: A Unified Approach with BERT and Token-Level Insights.- A Convolutional Neural Network- Based Approach for Detection and classification of weed in Agriculture.- Quantum- Enhanced Algorithmic Advancements for Solving Curse of Dimensionality Problem.- Intelligent Networking and Communication Systems.- Optimizing Energy Efficiency through Power Factor Monitoring: A Smart Approach with IoT Sensors.- Describing the properties of privacy tools to non-expert users.- A Method to Optimally Discover the Controller Locations in Software-Defined Networks.- Graeco-Latin Square-Based Modified Moss Growth Optimization (GLS-mMGO): A
Triumvirate of Optimization Paradigms for Resource Allocation in 6G Network.- Optimizing Charger Placement for Q-Coverage Using Blackhole Algorithm.- Reducing the Carbon Footprint of Data Centers: CNN-Transformer-Based Workload Prediction for Green Cloud Computing.- Convolutional Neural Networks Based Decision Making for Adaptive Modulation and Coding in 5G Networks.- Blockchain-based authentication protocol integrated with PUFs for secure vehicular
communication.- Cybersecurity, Privacy, and System Design.- Zero Trust Framework for Enhancing Security in Container Ecosystems.- Securing Online Transactions for Robust Payment Processing Mechanisms in AI Driven World.- An Improved AI Based System for Criminal Identification and Public Safety.- Assessing Hybrid Consensus Mechanisms: A Detailed Evaluation of PoS and PoET with Regard to Blockchain Efficiency.- Enhancing Linux Security: A Framework for Automated Misconfiguration Analysis and Remediation.- A New Idea of the Clipping limit to Control the Enhancement Level Based on the Quantile Value of the Entropy Curve.
| Erscheinungsdatum | 29.11.2025 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | XIII, 399 p. 129 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Mathematik / Informatik ► Mathematik ► Computerprogramme / Computeralgebra | |
| Schlagworte | 5G/6G Networks • Agricultural Informatics • AI/ML in Communication Systems • Computational Intelligence • cybersecurity • Data Analysis • Healthcare Analytics • IOT • Next-Generation Networks • Signal Processing • System design |
| ISBN-10 | 3-032-09571-9 / 3032095719 |
| ISBN-13 | 978-3-032-09571-8 / 9783032095718 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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