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  • Artificial intelligence applications and innovations = 20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024 : proceedings.. Part I /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Artificial intelligence applications and innovations/ edited by Ilias Maglogiannis ... [et al.].
    其他題名: 20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024 : proceedings.
    其他題名: AIAI 2024
    其他作者: Maglogiannis, Ilias.
    團體作者: IFIP TC12 WG12.5--IFIP Conference on Artificial Intelligence Applications and Innovations
    出版者: Cham :Springer Nature Switzerland : : 2024.,
    面頁冊數: xxvii, 376 p. :ill. (some col.), digital ;24 cm.
    內容註: A Novel Signature for Distinguishing Non-Lesional from Lesional Skin of Atopic Dermatitis Based on a Machine Learning Approach. -- Advanced Mortality Prediction in Adult ICU: Introducing a Deep Learning Approach in Healthcare. -- Advancing scRNA-seq Data Integration via a Novel Gene Selection Method. -- Data Augmentation Techniques for Cross-Domain WiFi CSI-based Human Activity Recognition. -- Enhancing Monkeypox Detection: A Machine Learning Approach to Symptom Analysis and Disease Prediction. -- Evaluation of Language Models for Multilabel Classification of Biomedical Texts. -- Higher-Order Adaptive Dynamical System Modelling of the Role of Epigenetics in Major Depressive Disorder. -- Human-In-The-Loop based Success Rate Prediction for Medical Crowdfunding. -- Hybrid Explanatory Interactive Machine Learning for Medical Diagnosis. -- Image-Based Human Action Recognition with Transfer Learning using Grad-CAM for Visualization. -- IRFold: An RNA Secondary Structure Prediction Approach. -- Machine Learning Models for Predicting Celiac Disease Based on Non-invasive Clinical Symptoms. -- Modeling Distributed and Flexible PHM System based on the Belief Function Theory. -- MTA-Net: a Multi-task Assisted Network for Whole-body Lymphoma Segmentation. -- Optimization of healthcare process management using machine learning. -- Revisiting the problem of missing values in high-dimensional data and feature selection effect. -- Semantic Modelling for Representation and Integration of Health Data from Wearable Devices. -- The Role of Epigenetics in OCD: a Multi-Order Adaptive Network Model for DNA-Methylation Pathways and the Development of OCD. -- Towards an Unbiased Classification of Chest X-ray Images using a RL Powered ACGAN Framework. -- Vision transformer based tokenization for enhanced breast cancer histopathological images classification. -- WristSense: A Wrist-wear Dataset for Identifying Aggressive Tendencies. -- A Network-based Intrusion Detection System based on widely used Cybersecurity Datasets and State of the Art ML techniques. -- Effective Machine Learning Techniques and API Realizations for Visualizing Fraud Detection in Customer Transactions. -- Enhancing Malware Detection through Machine Learning using XAI with SHAP Framework. -- Exploration of Ensemble Methods for Cyber Attack Detection in Cyber-Physical Systems. -- Local Community-Based Anomaly Detection in Graph Streams. -- Synthetic Data Generation and Impact Analysis of Machine Learning Models for Enhanced Credit Card Fraud Detection.
    Contained By: Springer Nature eBook
    標題: Artificial intelligence - Congresses. -
    電子資源: https://doi.org/10.1007/978-3-031-63211-2
    ISBN: 9783031632112
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