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| Link zu diesem Datensatz | https://d-nb.info/1348093951 |
| Art des Inhalts | Konferenzschrift |
| Titel | Machine Learning Algorithms : First International Conference, ICMLA 2024, Himachal Pradesh, India, February 23–24, 2024, Proceedings / edited by Meenu Khurana, Abhishek Thakur, Praveen Kantha, Chin-Shiuh Shieh, Rajesh K. Shukla |
| Person(en) |
Khurana, Meenu (Herausgeber) Thakur, Abhishek (Herausgeber) Kantha, Praveen (Herausgeber) Shieh, Chin-Shiuh (Herausgeber) Shukla, Rajesh K. (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2025 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2025 |
| Umfang/Format | Online-Ressource, XXI, 468 p. 195 illus., 149 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-75860-7 Printed edition:: ISBN: 978-3-031-75862-1 |
| Inhalt | -- Machine Learning. -- Performance Evaluation of Hybrid Machine Learning Models for Prediction of Coronary Disorder in Smart Healthcare Systems -- Feature Based Machine Learning Models for Cardiovascular Disease Diagnosis: An Experimental Analysis. -- Early Liver Disease Detection through Visual Interface and Machine Learning. -- Diagnosing Autism Spectrum Disorder in Children Using Various Machine Learning Methods: A Review. -- Quantum Influence on Social Media Content: Employing Machine Learning for Sentiment Analysis. -- Predicting Forex Trends: A Comprehensive Analysis of Supervised Learning in Exchange Rate Prediction. -- 5G wireless technology throughput prediction using ensemble machine learning approach. -- Severity prediction of Omicron Sub-Variant JN.1 by using Machine Learning. -- IoT-inspired Smart Drought Prediction Framework: Machine Learning Approach. -- Deep DWT Feature Modeling for Alzheimer’s Disease Prediction: A Unique Approach. -- MobileNetV2: A proficient convolutional neural network for the Classification of Date Fruits into Genetic Varieties. -- Greenhouse Gas Prediction Using LSTM Algorithm Based on Microsensor in Bandung City, Indonesia. -- Revolutionizing Education: Assessing the Effectiveness of SER-CTL Methodology in Post-COVID Learning Environments. -- Improved Whale Optimization Algorithm for Cluster Analysis. -- Property Price Prediction using Regression Analysis. -- Personalized Healthcare Recommendations with Q-Learning Reinforcement Learning. -- Pioneering Healthcare Innovations with the Convergence of Blockchain, AI, and the Internet of Medical Things (IoMT). -- The Evolution and Potential of Conversational Agents in Healthcare. -- A Computer Aided Detection System for Lung Nodules Classification. -- A Note on Interpolation of Hermitian Signal: Based on Centrosymmetric Property. -- An Efficient Algorithm for Hadamard Product of Centrosymmetric Matrices. -- Investigation on Combined Impacts of Different Clustering Techniques and Enhanced K-means Algorithm. -- Comprehensive Exploration of IoT Communication Protocol: CoAP, MQTT, HTTP, LoRaWAN and AMQP. -- A Systematic Review on Blockchain Technology. -- A survey on datasets, feature extraction and classification techniques used in personality classification from hand-writing. -- Image Processing. -- A Generic Approach for Detection of Copy-Move Forgery Detection Scheme from Digital Images. -- An Effective Biometric Medical Image Watermarking System Designed for e-Health Application. -- Exploring Diverse Techniques in Image and Video Forgery. -- Enhancing the Accuracy of Automatic Bone Age Estimation using Optimized CNN Model on X-Ray Images. -- Machine learning-based detection of forgery in digital images. -- FaceEvoke: Eliciting Emotions through Facial Analysis. -- Efficient Aerial Object Detection: An Exploration with YOLOv8. -- Kidney Tumor Classification using Deep Learning Techniques from Computed Tomography Images. -- Unsupervised Learning for Image Forgery Detection. -- An advanced approach to detect and classify lung nodules using CT image. -- Robust Iris Image Encryption via Black Widow Optimization Method. -- Deep Learning. -- An Analysis of Deep Learning Models for Conversational Agents in Healthcare. -- Critical Evaluation of Deep Learning Models for Heart Disease Detection. -- Revolutionizing Cancer Diagnosis: The Power of Deep Learning Ensembles in Lung and Colon Cancer. -- VGG-Inspired Convolutional Neural Network Denoiser for the Enhancement of Mammogram Images |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2411130312256.675117047579 DOI: 10.1007/978-3-031-75861-4 |
| URL | https://doi.org/10.1007/978-3-031-75861-4 |
| ISBN/Einband/Preis | 978-3-031-75861-4 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Communications in Computer and Information Science ; 2238 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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