Amin Jalali

Stockholm University — Sweden

Engineering · Physical Sciences

17h-index967citations66works0.42yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(16), Face and Expression Recognition(9), Adaptive Control of Nonlinear Systems(8), Statistical Methods and Inference(7), Advanced Control Systems Design(5)

Publications66 total

Advancing Object-Centric Process Mining with Multi-Dimensional Data Operations
2026Open Access
Multidomain EEG Representation Learning With Orthogonal Mapping and Attention-Based Fusion for Cognitive Load Classification
IEEE Transactions on Human-Machine Systems·2026
Discovering Object-Centric Causal Nets with Edge Abstraction
Complex Systems Informatics and Modeling Quarterly·2025Open Access
Multi-Domain EEG Representation Learning with Orthogonal Mapping and Attention-based Fusion for Cognitive Load Classification
arXiv (Cornell University)·2025Open Access
Learning Time-Series Representations by Hierarchical Uniformity-Tolerance Latent Balancing
arXiv (Cornell University)·2025Open Access
Adaptive Metadata-Guided Supervised Contrastive Learning for Domain Adaptation on Respiratory Sound Classification
IEEE Journal of Biomedical and Health Informatics·2025· 1 cited
Ponzi Scheme Detection and Prevention in Blockchain Platforms Using Machine Learning: A Systematic Literature Review
Lecture notes in computer science·2024· 1 cited
Learnable feature alignment with attention-based data augmentation for handling data issue in ancient documents
Applied Soft Computing·2024
Dynamically Adaptive Deformable Feature Fusion for multi-scale character detection in ancient documents
Engineering Applications of Artificial Intelligence·2024· 2 cited
Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations
arXiv (Cornell University)·2024Open Access
Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations
2024
Hierarchical reasoning based on perception action cycle for visual question answering
Expert Systems with Applications·2023· 7 cited
A Cogeneration-Coupled energy storage system utilizing hydrogen and methane-fueled CAES and ORC with ambient temperature consideration enhanced by artificial neural Network, and Multi-Objective optimization
Thermal Science and Engineering Progress·2023· 15 cited
Multi-level alignment for few-shot temporal action localization
Information Sciences·2023· 9 cited
Encoder–decoder cycle for visual question answering based on perception-action cycle
Pattern Recognition·2023· 22 cited
Predicting the Refrigerant Amounts Across Air Conditioners With a Domain Adaptive Lightweight Transformer
IEEE Transactions on Consumer Electronics·2023· 6 cited
Adversarial Lagrangian integrated contrastive embedding for limited size datasets
Neural Networks·2023· 11 cited
Multi-Level Alignment for Few-Shot Temporal Action Localization
SSRN Electronic Journal·2023Open Access
Adversarial Lagrangian Integrated Contrastive Embedding for Limited Size Datasets
arXiv (Cornell University)·2022Open Access
Online action proposal generation using spatio-temporal attention network
Neural Networks·2022· 11 cited
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Frequent Co-authors

Minho Lee(13), Maryam Fazel(12), Farzin Piltan(10), Rebecca Willett(5), Samet Oymak(4), Babak Hassibi(4), Nasri Sulaiman(4), Yonina C. Eldar(3), Meysam Jalali(3), Safaa Abdullahi Moallim Mohamud(3), Qiyang Han(3), Ioana Dumitriu(3), Atefeh Gavahian(2), Mohammadreza Hashemzadeh(2), Hossein Hashemzadeh(2), Hossein Ravanbod(2), Lin Xiao(2), Kanchan Keisham(2), Zachary Charles(2), Samira Soltani(2)