Amin Aminifar

22 papers A 1B 3C 3Misc 2Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2025 C conf
Federated Learning for Obstacle Detection to Assist the Visually-Impaired Using Augmented Reality.
DSD
Fatemeh Akbarian, Robbe Vlaeminck, Joran Verheijen, Amin Aminifar, Amir Aminifar
2025 B conf
Federated Learning with Patient-Annotated Data in Epileptic Seizure Detection.
IJCNN
Amin Aminifar, Jonathan Dan, David Atienza
2025 B conf
Robustness and Privacy Interplay in Patient Membership Inference.
IJCNN
Anahita Baninajjar, Amin Aminifar, Kamran Hosseini, Amir Aminifar, Ahmed Rezine
2024 — conf
A Novel Machine-Learning-Based Noise Detection Method for Photoplethysmography Signals.
EMBC
Soheil Khooyooz, Anice Jahanjoo, Amin Aminifar, Nima Taherinejad
2024 — conf
Harnessing Approximate Computing for Machine Learning.
ISVLSI
Salar Shakibhamedan, Amin Aminifar, Luke Vassallo, Nima Taherinejad
2024 C conf
High-Accuracy Stress Detection Using Wrist-Worn PPG Sensors.
ISCAS
Anice Jahanjoo, Nima Taherinejad, Amin Aminifar
2024 A conf
LightFF: Lightweight Inference for Forward-Forward Algorithm.
ECAI
Amin Aminifar, Baichuan Huang, Azra Abtahi, Amir Aminifar
2024 J jnl
Lightweight Inference for Forward-Forward Algorithm.
CoRR
Amin Aminifar, Baichuan Huang, Azra Abtahi, Amir Aminifar
2024 J jnl
Privacy-Preserving Edge Federated Learning for Intelligent Mobile-Health Systems.
CoRR
Amin Aminifar, Matin Shokri, Amir Aminifar
2024 B conf
Privacy-Preserving Federated Interpretability.
IEEE Big Data
Azra Abtahi, Amin Aminifar, Amir Aminifar
2024 J jnl
Privacy-preserving edge federated learning for intelligent mobile-health systems.
Future Gener. Comput. Syst.
Amin Aminifar, Matin Shokri, Amir Aminifar
2024 C conf
RecogNoise: Machine-Learning-Based Recognition of Noisy Segments in Electrocardiogram Signals.
ISCAS
Amin Aminifar, Soheil Khooyooz, Anice Jahanjoo, Salar Shakibhamedan, Nima Taherinejad
2024 J jnl
Wearable Healthcare Devices for Monitoring Stress and Attention Level in Workplace Environments.
CoRR
Peter Traunmuller, Anice Jahanjoo, Soheil Khooyooz, Amin Aminifar, Nima Taherinejad
2022 J jnl
Extremely Randomized Trees With Privacy Preservation for Distributed Structured Health Data.
IEEE Access
Amin Aminifar, Matin Shokri, Fazle Rabbi, Violet Ka I Pun, Yngve Lamo
2021 — conf
Diversity-Aware Anonymization for Structured Health Data.
EMBC
Amin Aminifar, Fazle Rabbi, Violet Ka I Pun, Yngve Lamo
2021 — conf
Monitoring Motor Activity Data for Detecting Patients' Depression Using Data Augmentation and Privacy-Preserving Distributed Learning.
EMBC
Amin Aminifar, Fazle Rabbi, Violet Ka I Pun, Yngve Lamo
2021 Misc conf
Privacy preserving distributed extremely randomized trees.
SAC
Amin Aminifar, Fazle Rabbi, Ka I Pun, Yngve Lamo
2021 Misc conf
Scalable Privacy-Preserving Distributed Extremely Randomized Trees for Structured Data With Multiple Colluding Parties.
ICASSP
Amin Aminifar, Fazle Rabbi, Yngve Lamo
2021 — conf
Self-Aware Anomaly-Detection for Epilepsy Monitoring on Low-Power Wearable Electrocardiographic Devices.
AICAS
Farnaz Forooghifar, Amin Aminifar, Tomás Teijeiro, Amir Aminifar, Jesper Jeppesen, Sándor Beniczky, David Atienza
2019 J jnl
Adaptive Fuzzy Watkins: A New Adaptive Approach for Eligibility Traces in Reinforcement Learning.
Int. J. Fuzzy Syst.
Matin Shokri, Seyed Hossein Khasteh, Amin Aminifar
2018 J jnl
Real-Time Event-Driven Classification Technique for Early Detection and Prevention of Myocardial Infarction on Wearable Systems.
IEEE Trans. Biomed. Circuits Syst.
Dionisije Sopic, Amin Aminifar, Amir Aminifar, David Atienza
2017 — conf
Real-time classification technique for early detection and prevention of myocardial infarction on wearable devices.
BioCAS
Dionisije Sopic, Amin Aminifar, Amir Aminifar, David Atienza