This book features selected papers from the 11th International Conference on Mathematics and Computing (ICMC 2025), held at IIT Bhilai, India during January 09 11, 2025. It covers recent advances in the field of mathematics, statistics, and scientific computing. The book presents innovative work by leading academics, researchers, and experts from industry in mathematics, statistics, cryptography, network security, cyber security, machine learning, data analytics and blockchain technology in computer science and information technology. The book is divided into two volumes.
This book features selected papers from the 11th International Conference on Mathematics and Computing (ICMC 2025), held at IIT Bhilai, India during January 09 11, 2025. It covers recent advances in the field of mathematics, statistics, and scientific computing. The book presents innovative work by leading academics, researchers, and experts from industry in mathematics, statistics, cryptography, network security, cyber security, machine learning, data analytics and blockchain technology in computer science and information technology. The book is divided into two volumes.
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Inhaltsangabe
Trajectory Prediction in Ship Movement Using Geohash Embedding.- 6G-IoT Enabled Authentication Framework for Secure Waterborne Transportation Systems using Blockchain.- A Zero-Knowledge Proof Approach on IoT Sensor Readings for Improving Data Security in Smart Agriculture.- Hybrid NasNetMobile and Xception-Based Feature Extraction with Ensemble Learning for Efficient Oral Cancer Detection.- Cryptanalysis and Countermeasures on Multivariate Polynomial-based Group Signature Scheme.- Adversarial Neural Cryptography: Security Challenges and Solutions.- Classifying Students in Flipped Learning Pedagogy Exploiting EEG Signals and Deep Learning Techniques.- SCA-DU-Net: Spatial and Channel Attention with Dilation U-Net for Enhanced Skin Cancer Image Segmentation.- Towards Efficient Deployment of Compressed Neural Networks on MCU for EdgeAI Applications.- Phishing Email Detection using Header Features Leveraging Large Language Models (LLMs).- Precision Pest Identification in Crops using EfficientNet Based Ensemble Model.- Ensuring Safety and Security in Blood Screening Systems Using Decentralized Ledger Based Technology.- An Intelligent Framework for Early Diagnosis of Multivariate Respiratory Diseases Using Lightweight Deep Neural Network.- Deep Learning assisted Ring Artifact Corrections in X-ray MicroCT images.- RedactChain: A Redactable Blockchain-Driven Privacy Protected Personal Data Management Scheme.- Cryptanalysis of Cross-domain Identity Authentication Scheme based on Blockchain and PKI System.- Survey on the Bohr radius in higher dimension.- On improving the applicability of a Jarratt-type iterative method.- Discretization of a Smoking Model: A Comparison of Euler and NSFD Schemes.- Characterization of exponential distribution with application in testing exponentiality.- Classifying into Several Normal Populations with a Common Mean and Order Restricted Variances.- Investigating the Role of Initial Stress and Triangular Surface Irregularities in SH-Wave Propagation through Multilayer Anisotropic Media.- Effect of preservation and green technology investment on a sustainable inventory model with carbon tax policy under inflation.- Fractal generation via Multi-parameter Weakly Enriched Contraction.- Use of GJR-GARCH model for forecasting of financial risk.
Trajectory Prediction in Ship Movement Using Geohash Embedding.- 6G-IoT Enabled Authentication Framework for Secure Waterborne Transportation Systems using Blockchain.- A Zero-Knowledge Proof Approach on IoT Sensor Readings for Improving Data Security in Smart Agriculture.- Hybrid NasNetMobile and Xception-Based Feature Extraction with Ensemble Learning for Efficient Oral Cancer Detection.- Cryptanalysis and Countermeasures on Multivariate Polynomial-based Group Signature Scheme.- Adversarial Neural Cryptography: Security Challenges and Solutions.- Classifying Students in Flipped Learning Pedagogy Exploiting EEG Signals and Deep Learning Techniques.- SCA-DU-Net: Spatial and Channel Attention with Dilation U-Net for Enhanced Skin Cancer Image Segmentation.- Towards Efficient Deployment of Compressed Neural Networks on MCU for EdgeAI Applications.- Phishing Email Detection using Header Features Leveraging Large Language Models (LLMs).- Precision Pest Identification in Crops using EfficientNet Based Ensemble Model.- Ensuring Safety and Security in Blood Screening Systems Using Decentralized Ledger Based Technology.- An Intelligent Framework for Early Diagnosis of Multivariate Respiratory Diseases Using Lightweight Deep Neural Network.- Deep Learning assisted Ring Artifact Corrections in X-ray MicroCT images.- RedactChain: A Redactable Blockchain-Driven Privacy Protected Personal Data Management Scheme.- Cryptanalysis of Cross-domain Identity Authentication Scheme based on Blockchain and PKI System.- Survey on the Bohr radius in higher dimension.- On improving the applicability of a Jarratt-type iterative method.- Discretization of a Smoking Model: A Comparison of Euler and NSFD Schemes.- Characterization of exponential distribution with application in testing exponentiality.- Classifying into Several Normal Populations with a Common Mean and Order Restricted Variances.- Investigating the Role of Initial Stress and Triangular Surface Irregularities in SH-Wave Propagation through Multilayer Anisotropic Media.- Effect of preservation and green technology investment on a sustainable inventory model with carbon tax policy under inflation.- Fractal generation via Multi-parameter Weakly Enriched Contraction.- Use of GJR-GARCH model for forecasting of financial risk.
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