过去一年中添加的文章,按日期排序

animal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics

JC Schäfer-Zimmermann, V Demartsev… - arXiv preprint arXiv …, 2024 - arxiv.org
37 天前 - … Bioacoustic research provides invaluable insights into the … labeled data to classify
large amounts of challenging data, … To account for the label imbalance in MeerKAT, we use …

Assessing Climatic Hazards in Coastal Socio-Ecological Systems using Complex System Approaches

Z Nourali - 2024 - vtechworks.lib.vt.edu
40 天前 - … responses that are extremely challenging to predict. This … yields, providing limited
insights into impacts on diverse … data imbalance and improve models' capacity to classify

Privacy-preserving computations and machine learning over decentralized data

V Perifanis - 2024 - didaktorika.gr
42 天前 - … As the AI landscape evolves, issues surrounding ML privacy, security, scalability, …
General Data Protection Regulation (GDPR) remain at the forefront regarding technical, e ... …

Semi-Supervised Contrastive Learning for Time Series Classification in Healthcare

X Liu, Z Liu, J Li, X Zhang - … Transactions on Emerging Topics in …, 2024 - ieeexplore.ieee.org
51 天前 - … These features provide valuable insights into individuals’ … To tackle this challenge,
this paper presents a novel … Next, we discuss the results of the sample-imbalanced task, …

SOS-1K: A Fine-grained Suicide Risk Classification Dataset for Chinese Social Media Analysis

H Qi, H Liu, J Li, Q Zhao, W Zhai, D Luo, TY He… - arXiv preprint arXiv …, 2024 - arxiv.org
82 天前 - … , the results for fine-grained suicide risk classification were … To address the issues
of data imbalance and limited … advanced, large language model based data augmentation …

[HTML][HTML] Exploring machine learning for untargeted metabolomics using molecular fingerprints

C Sirocchi, F Biancucci, M Donati, A Bogliolo… - Computer Methods and …, 2024 - Elsevier
93 天前 - … ) to get insights into the interplay … challenges associated with training ML models
on molecular fingerprints of cellular metabolites, addressing issues such as dataset imbalance

CardioGPT: An ECG Interpretation Generation Model

G Fu, J Zheng, I Abudayyeh, C Ani, C Rakovski… - IEEE …, 2024 - ieeexplore.ieee.org
99 天前 - challenge of imbalanced learning commonly encountered in ECG classification
tasks. … to address ECG classification challenges and offer valuable insights into cardiac health. …

Healthcare Management System to Improve Data Analytics Using Support Vector Machine Algorithm

AE Raj, VB Marin, C Balakrishnan… - … Conference on …, 2024 - ieeexplore.ieee.org
140 天前 - … adaptability, ability to manage imbalanced datasets, feature … New insights into the
hereditary nature of illness have … the use of data-mining technology on clinicals big data [10]. …

[图书][B] Technologies and Applications of Artificial Intelligence

CY Lee, CL Lin, HT Chang - 2024 - Springer
152 天前 - … We attempted to adopt a bird’s-eye view for the camera to address this challenge.
In other words, the camera is positioned looking downward, and protective shields are …