Innovation and Emerging Trends in Computing and Information Technologies

First International Conference, IETCIT 2024, Mohali, Punjab, India, March 1–2, 2024, Proceedings, Part II

Buch | Softcover

XXIII, 310 Seiten

2025
Springer International Publishing (Verlag)
978-3-031-80841-8 (ISBN)

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This book constitutes the proceedings of the First International Conference on Innovation and Emerging Trends in Computing and Information Technologies, IETCIT 2024, held in Mohali, India, in March 1-2, 2024.

The 44 full papers presented in these two volumes were carefully reviewed and selected from 417 submissions. The papers are organized in the following topical sections:

Part I: machine learning and deep learning; pattern and speech recognition; internet of things (IoT).

Part II: data science and data analytics; communication, network and security.

.- Data Science and Data Analytics.

.- Generalized Material Flow Model for hot deformation processing based on power law.

.- Smallest Path Planning for Robots using Simple ACO and Ant System Algorithms.

.- An asymmetric single channel encryption mechanism using unequal modulus and QZS algorithm in fractional Fourier transform.

.- Evaluation Criteria for Test Suites in Software Developed Through Test-Driven Development.

.- LCB-eGyan Model: A Dynamic Cloud Architecture for e-Content Recommendation.

.- Gender and Ethnicity Recognition System Based on Convolutional Neural Networks.

.- Radiographic Evaluation for KNEEXNET Using Ensemble Models.

.- Comparative Study of Quantum Computing Tools and Frameworks.

.- Security Evaluation and Oversight in Stock Trading Using Artificial Intelligence.

.- A Dual Approach with Grad-CAM and Layer-wise Relevance Propagation for CNN Models Explainability.

.- CLAM - CNN & LSTM with Attention Mechanism for DNS Data Exfiltration Detection.

.- Comparison of various data mining techniques for Fake Profile Detection on Twitter.

.- Strategies for Gen AI Enterprise Adoption.

.- Role of Deep Learning in Skin Cancer Diagnosis: A Deeper Insight.

.- Communication, Network and Security.

.- Smart Education-Filtering Real Time Stream.

.- RNA and Audio-Based Workflows Scheduling by Multi-Objective Optimization in Cloud Environment.

.- Group Authentication and Key Management Protocol with Chinese Remainder Theorem in Multicast Communication.

.- Network Traffic Analysis for Intrusion with Zero Trust.

.- Enhanced Image Deblurring with the Fusion of Generative Adversarial Networks and Transformer Models.

.- Analysis of Various Routing Protocols for Air Pollution Monitoring Systems in Wireless Sensor Networks.

.- Intelligent toll management using limited CNN-based Vehicle Classification.

.- Optimizing Software Demands using Fuzzy-based Evaluation Techniques.

.- Enhancing Workflow Efficiency: Innovative Workload Clustering in Cloud Environments.

Erscheinungsdatum	28.01.2025
Reihe/Serie	Communications in Computer and Information Science
Zusatzinfo	XXIII, 310 p. 186 illus., 130 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Artificial Intelligence • big data and analytics • Classfication • Cloud Computing • convolutona neral netwoks • Embedded Systems • IOT • Light GBM • machine learning • random forest • remote montoring systems • Support Vector Machine
ISBN-10	3-031-80841-X / 303180841X
ISBN-13	978-3-031-80841-8 / 9783031808418
Zustand	Neuware