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E

Emadeldeen Eldele

Agency for Science Technology and Research

H指数:14

被引数:1,926

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Bridging Distribution Gaps in Time Series Foundation Model Pretraining With Prototype-Guided Normalization

通过原型引导归一化弥合时间序列基础模型预训练中的分布差距

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2026-04-011

PRE

MSA-CNN: A lightweight multi-scale CNN with attention for sleep stage classification

MSA-CNN：一种带注意力机制的多尺度轻量化卷积神经网络，用于睡眠阶段分类

Biomedical Signal Processing and Control

IF4.9

2026-03-230

OAAI

Time Series Domain Adaptation via Latent Invariant Causal Mechanism

基于潜在不变因果机制的时间序列域自适应

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-12-100

PRE

Evidentially Calibrated Source-Free Time-Series Domain Adaptation With Temporal Imputation

证据校准的源自由时间序列领域自适应与时间插补

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2025-10-200

PRE

ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional transformer

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-03-0116

PRE

Self-Supervised Autoregressive Domain Adaptation for Time Series Data

时间序列数据的自监督自回归域自适应

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-0129

OA

ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data

Adathime: 时间序列数据领域适应的基准测试套件

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2023-05-1235

OA

ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2023-02-0124

OA

Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2023-01-010

OAAI

Conditional Contrastive Domain Generalization for Fault Diagnosis

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2022-01-0163

PRE