Amir Aminifar

Department of Electrical and Information Technology

H指数:21

被引数:1,595

个人简介

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教育背景

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A meta-learning method with reduced data requirements for training and updating deep learning models on wearable devices

一种用于在可穿戴设备上训练和更新深度学习模型、具有减少数据需求的元学习方法

Communications Medicine

IF6.3

2026-07-310

Binary Forward-Only Algorithms

二进制单向算法

IEEE DESIGN & TEST

IF1.9

2025-10-010

PRE

Privacy-preserving edge federated learning for intelligent mobile-health systems

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2024-12-010

OAAI

M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2024-10-170

PRE

Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2024-05-018

Interpretable machine learning for predicting the fate and transport of pentachlorophenol in groundwater

ENVIRONMENTAL POLLUTION

IF7.3

2024-03-013

OAAI

M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2023-01-014

DynSus: Dynamic sustainability assessment in groundwater remediation practice

SCIENCE OF THE TOTAL ENVIRONMENT

IF8

2022-08-0110

OAAI

Personalized seizure signature: An interpretable approach to false alarm reduction for long-term epileptic seizure detection

个性化癫痫发作签名: 一种可解释的减少长期癫痫发作检测假警报的方法

EPILEPSIA

IF6.6

2022-02-0311

OAAI

Personalized Real-Time Federated Learning for Epileptic Seizure Detection

用于癫痫发作检测的个性化实时联邦学习

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2022-02-0145

Real-Time EEG-Based Cognitive Workload Monitoring on Wearable Devices

可穿戴设备上基于脑电信号的实时认知工作负荷监测

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

IF4.5

2022-01-0121

Real-Time Personalized Atrial Fibrillation Prediction on Multi-Core Wearable Sensors

基于多核可穿戴传感器的实时个性化心房颤动预测

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2021-10-0111

OAAI

Self-Aware Machine Learning for Multimodal Workload Monitoring during Manual Labor on Edge Wearable Sensors

IEEE DESIGN & TEST

IF1.9

2020-10-019

OAAI

Event-Triggered Sensing for High-Quality and Low-Power Cardiovascular Monitoring Systems

IEEE DESIGN & TEST

IF1.9

2020-10-014

OAAI

Robust Epileptic Seizure Detection on Wearable Systems with Reduced False-Alarm Rate

42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20

IF0

2020-07-0125

OAAI

Resource-Aware Distributed Epilepsy Monitoring Using Self-Awareness From Edge to Cloud

使用从边缘到云的自我意识的资源感知分布式癫痫监测

ieee transactions on circuits and systems i regular papers

IF4.9

2019-12-0131

PREAI

A Self-Aware Epilepsy Monitoring System for Real-Time Epileptic Seizure Detection

MOBILE NETWORKS & APPLICATIONS

IF2

2019-08-0824

PREAI

A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling

2019 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE)

IF0

2019-03-0112

OAAI

Real-Time Event-Driven Classification Technique for Early Detection and Prevention of Myocardial Infarction on Wearable Systems

ieee transactions on circuits and systems i regular papers

IF4.9

2018-10-0160

PREAI

Online Obstructive Sleep Apnea Detection on Medical Wearable Sensors

基于医用可穿戴传感器的阻塞性睡眠呼吸暂停在线检测

ieee transactions on circuits and systems i regular papers

IF4.9

2018-08-0181

PREAI

Amir Aminifar

个人简介

教育背景

工作经历

荣誉奖项

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