Publications

Selected items aligned with my CV; see Google Scholar for the full list.

Journal articles

• E-CaTCH: event-centric cross-modal attention with temporal consistency and class-imbalance handling for misinformation detection
  A. Mousavi, Y. Abdollahinejad, R. Corizzo, N. Japkowicz, Z. Boukouvalas
  IEEE Transactions on Computational Social Systems (Early Access), pp. 1–14, 2026.
• Systematic literature review of machine learning methods for emotion recognition using EEG and physiological signals in healthcare
  Y. Abdollahinejad, S. M. Reza, B. Ashwini, A. Mousavi
  IEEE Access, 2026.
• Quadratic surface twin support vector machine for imbalanced data
  H. Moosaei, M. Hladík, A. Mousavi, Z. Gao, H. Fu
  International Journal of Machine Learning and Cybernetics 17(5), 2026.
• Sparse extended mean-variance-CVaR portfolios with short-selling
  A. Mousavi, M. Salahi, Z. Boukouvalas
  Japan Journal of Industrial and Applied Mathematics 43(1), 2026.
• EMO-CARE: EEG multi-scale temporal modeling with channel-aware feature attention for robust subject-independent emotion recognition
  Y. Abdollahinejad, A. Mousavi, P. Siaplaouras, Z. Boukouvalas, R. Corizzo
  IEEE Open Journal of the Computer Society, 2026.
• Cardinality constrained mean-variance portfolios: a penalty decomposition algorithm
  A. Mousavi, G. Michailidis
  Computational Optimization and Applications, 2025.
• A penalty-based method for communication-efficient decentralized bilevel programming
  P. Nazari, A. Mousavi, D. Ataee Tarzanagh, G. Michailidis
  Automatica 173, 2024.
• Statistical proxy based mean-reverting portfolios with sparsity and volatility constraints
  A. Mousavi, G. Michailidis
  International Transactions in Operational Research, 2024.
• Sparse universum quadratic surface support vector machine models for binary classification
  H. Moosaei, A. Mousavi, M. Hladík, Z. Gao
  Soft Computing, 2023.
• The hyper-Zagreb index of trees and unicyclic graphs
  H. Rezapour, R. Nasiri, A. Mousavi
  Iranian Journal of Mathematical Sciences and Informatics 18(1), 2023.
• Quadratic surface support vector machine with L1 norm regularization
  A. Mousavi, Z. Gao, L. Han, A. Lim
  Journal of Industrial and Management Optimization 18(3), 2022.
• A penalty decomposition algorithm with greedy improvement for mean-reverting portfolios with sparsity and volatility constraints
  A. Mousavi, J. Shen
  International Transactions in Operational Research, 2022.
• Density estimation using entropy maximization for semi-continuous data
  S. Popuri, N. Neerchal, A. Mehta, A. Mousavi
  Digital Signal Processing 116, 2021.
• A survey on compressive sensing: classical results and recent advancements
  A. Mousavi, M. M. Rezaee Taghiabadi, R. Ayanzadeh
  Journal of Mathematical Modeling 8(3), 2020.
• Solution uniqueness of convex piecewise affine functions based optimization with applications to constrained L1 minimization
  A. Mousavi, J. Shen
  ESAIM: Control, Optimisation and Calculus of Variations 25, 2019.
• Least sparsity of p-norm based optimization problems with p > 1
  J. Shen, A. Mousavi
  SIAM Journal on Optimization 28(3), 2018.

Conference papers

• Event-based multi-modal fusion for online misinformation detection in high-impact events
  J. Rajabi, S. Okechukwu, A. Mousavi, R. Corizzo, C. C. Cavalcante, Z. Boukouvalas
  IEEE International Conference on Big Data, 2024.

Preprints and working papers

• MOMENTA: mixture-of-experts over multimodal embeddings with neural temporal aggregation for misinformation detection
  Y. Abdollahinejad, A. Mousavi, N. Hassan, K. Shu, N. Japkowicz, S. Khosravi, A. Karami
  arXiv:2604.16172, 2026.
• An efficient penalty decomposition algorithm for minimization over sparse symmetric sets
  A. Mousavi, M. Kimiaei, S. Babaie-Kafaki, V. Kungurtsev
  arXiv:2601.12383, 2026.
• Sparse L0-norm kernel-free quadratic surface support vector machines
  A. Mousavi, R. Zandvakili, Z. Gao
  arXiv, 2025.
• Enigma: privacy-preserving execution of QAOA on untrusted quantum computers
  R. Ayanazadeh, A. Mousavi, N. Alavisamani, M. Qureshi
  arXiv:2311.13546, 2024.
• Exact support and vector recovery of constrained sparse vectors via constrained matching pursuit
  J. Shen, A. Mousavi
  arXiv:1903.07236, 2019.
• Quantum annealing based binary compressive sensing with matrix uncertainty
  R. Ayanzadeh, A. Mousavi, M. Halem, T. Finin
  arXiv:1901.00088, 2019.

Book

• Hassan Rezapour and Ahmad Mousavi. Probability and Statistics (a comprehensive book for M.S. nationwide examination in economics and management fields), Sobhan-e Mehr Publication, 2013 (in Farsi).