Advanced Informatics for Computing Research
Springer International Publishing (Verlag)
978-3-031-84061-6 (ISBN)
The 58 full papers presented in these proceedings were carefully reviewed and selected from 225 submissions. They are organized in topical sections as follows: Volume number 2072: Artificial Intelligence; Data Science; Human computer interaction (HCI), Machine Learning.Volume number 2073: Machine Learning; Security and Privacy.
Artificial Intelligence.- Forcasting stock values by intergrating GANN Square analysis with Artificial Intelligence (AI).- Face Spoof Detection: The Preprocessing Paradigm.- Traffic Sign Recognition using Convolutional Neural Networks with Transfer Learning for Advanced Driving Assistance Systems (ADAS).- Analyzing the Criticalness of "The Silent Killer" Using Machine Learning.- AI-Optimized Erection of Landslide-Resistant Retaining Structures through Heterogeneous Composite Nanomaterials: A Computerized Algorithmic Breakthrough.- Do Software Refactoring Reflects Developers' Perception about Software's Code Smells and Its Quality: An Empirical Study.- Transfer Learning for Pneumonia Classification from DICOM Medical Imaging Data.- A Study to explore AI techniques used for analyzing the impact and severity of detrimental human health effects caused by Agrochemicals.- Distance Metric Selection for AIS Data Clustering using DBSCAN and ST-DBSCAN.- Fake News Detection and Classification Using DeepLearning Techniques for Social Media text.- Real-time Resource Allocation for Electric Vehicle Charging Stations using Reinforcement Learning.- Data Science.- Data Sciences: Cutting Edge Tools and Techniques.- Exploratory Data Analysis of Phishing URL Detection Using Gradient Boosting Classifier.- Human computer interaction (HCI).- Advancing Healthcare Systems with Low-Power and Efficient Double Tail Dynamic Latch Comparator.- SAMBHAV: Socially Sensed, Accessible, Mobile, Behaviour-based and Human-centric Smart Wearable Devices Aimed for Visually impaired and persons with allied disabilities.- Machine Learning.- Multi-Disease Classification and Prediction using Dense Visual Attention Network and Residual Network for: A Computer Vision Approach.- Enhancing Text Extraction using OCR with AWS Textract Service.- A Study: Recognition of Facial Emotions using Deep Learning.- Machine learning-based systems for diagnosing multiple diseases and providing dietary recommendations.- Proposing a ML Technology for Identification of Cardiovascular Disease by a Novel Interface for people of Bharat the nation having glorious medical history.- An application of machine learning to the process of analysing online reviews.- A Comprehensive Analysis of Replica Placement Algorithms in Content Delivery Network.- A Comprehensive Review of EEG Signals Based on Epileptic Seizure Detection.- Systematic Survey on Classification and Change Detection Algorithms for Remote Sensing of Mountains Regions.- Advancing the Machine Learning Workflow: A Comprehensive Analysis of Auto Machine Learning (Auto-ML) Techniques and Future Investigations.- Machine Learning Approaches for Evaluation of Chronic Kidney Disease.- Comprehensive Performance Analysis of Multiple Mango Leaf Diseases Detection Using Deep Learning.- Fruits Classification and Analysis in Hyperspectral Imaging using Deep Convolutional Neural Networks.- Bitwise-XOR for Cancelable Biometric.
| Erscheinungsdatum | 31.03.2025 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | XV, 375 p. 141 illus., 108 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Artificial Intelligence • Communication Systems • Computer Networks • Databases • Data Mining • Data Science • Human-Computer Interaction (HCI) • machine learning • mobile networks • Network Protocols • Neural networks • Security and Privacy • Signal Processing • software architecture • Software Design • Software engineering • Telecommunication Systems • wireless access entworks • wireless telecommunication systems |
| ISBN-10 | 3-031-84061-5 / 3031840615 |
| ISBN-13 | 978-3-031-84061-6 / 9783031840616 |
| Zustand | Neuware |
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