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Z. Boukouvalas · SciRah

Researcher profile · Semantic Scholar

Z. Boukouvalas

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Z. Boukouvalas — researcher profile on SciRah

h-index: 13
Works: 55
Citations: 1,061

Most-cited papers

Deep learning for molecular generation and optimization - a review of the state of the art
Daniel C. Elton, Z. Boukouvalas, M. Fuge, Peter W. Chung
2019Molecular Systems Design & Engineering367 citations Open access
Semantic Scholar
Applying machine learning techniques to predict the properties of energetic materials
Daniel C. Elton, Z. Boukouvalas, Mark Butrico, M. Fuge +1 more
2018Scientific Reports234 citations Open access
Semantic Scholar
A new blind source separation framework for signal analysis and artifact rejection in functional Near-Infrared Spectroscopy
A. von Lühmann, Z. Boukouvalas, Klaus-Robert Müller, T. Adalı
2019NeuroImage59 citations Open access
Semantic Scholar
A deep fusion model for stock market prediction with news headlines and time series data
Pi Chen, Z. Boukouvalas, Roberto Corizzo
2024Neural computing & applications (Print)54 citations Open access
Semantic Scholar
Consistent Run Selection for Independent Component Analysis: Application to Fmri Analysis
Qunfang Long, Chunying Jia, Z. Boukouvalas, B. Gabrielson +2 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing38 citations
Semantic Scholar
An efficient multivariate generalized Gaussian distribution estimator: Application to IVA
Z. Boukouvalas, Gengshen Fu, T. Adalı
2015Annual Conference on Information Sciences and Systems31 citations
Semantic Scholar
Sparsity and Independence: Balancing Two Objectives in Optimization for Source Separation with Application to fMRI Analysis
Z. Boukouvalas, Y. Levin-Schwartz, V. Calhoun, T. Adalı
2017Journal of the Franklin Institute27 citations Open access
Semantic Scholar
Non-orthogonal constrained independent vector analysis: Application to data fusion
Suchita Bhinge, Qunfang Long, Y. Levin-Schwartz, Z. Boukouvalas +2 more
2017IEEE International Conference on Acoustics, Speech, and Signal Processing26 citations
Semantic Scholar
Machine Learning of Energetic Material Properties
Brian C. Barnes, Daniel C. Elton, Z. Boukouvalas, Decarlos E. Taylor +3 more
201822 citations
Semantic Scholar
The Role of Diversity in Data-driven Analyses of Multi-subject fMRI Data
Qunfang Long, Suchita Bhinge, Y. Levin-Schwartz, Z. Boukouvalas +2 more
2018Human Brain Mapping21 citations Open access
Semantic Scholar
A New Riemannian Averaged Fixed-Point Algorithm for MGGD Parameter Estimation
Z. Boukouvalas, S. Said, L. Bombrun, Y. Berthoumieu +1 more
2015IEEE Signal Processing Letters20 citations Open access
Semantic Scholar
Using natural language processing techniques to extract information on the properties and functionalities of energetic materials from large text corpora
Daniel C. Elton, D. Turakhia, N. Reddy, Z. Boukouvalas +3 more
2019arXiv.org19 citations
Semantic Scholar
Role of Statistics in Detecting Misinformation: A Review of the State of the Art, Open Issues, and Future Research Directions
Z. Boukouvalas, Allison Shafer
2023Annual Review of Statistics and Its Application13 citations Open access
Semantic Scholar
Locally Optimizable Joint Embedding Framework to Design Nitrogen‐rich Molecules that are Similar but Improved
Sangeeth Balakrishnan, Francis G. VanGessel, Z. Boukouvalas, Brian C. Barnes +2 more
2021Molecular Informatics12 citations
Semantic Scholar
Independent Vector Analysis for Data Fusion Prior to Molecular Property Prediction with Machine Learning
Z. Boukouvalas, Daniel C. Elton, Peter W. Chung, M. Fuge
2018arXiv.org10 citations
Semantic Scholar
Using LLMs to discover emerging coded antisemitic hate-speech in extremist social media
Dhanush Kikkisetti, R. Mustafa, Wendy Melillo, Roberto Corizzo +3 more
2024arXiv.org9 citations
Semantic Scholar
Enhancing ICA performance by exploiting sparsity: Application to FMRI analysis
Z. Boukouvalas, Y. Levin-Schwartz, T. Adalı
2016IEEE International Conference on Acoustics, Speech, and Signal Processing9 citations Open access
Semantic Scholar
Machine Learning Evaluation
Nathalie Japkowicz, Z. Boukouvalas
20248 citations
Semantic Scholar
Independent Vector Analysis for Molecular Data Fusion: Application to Property Prediction and Knowledge Discovery of Energetic Materials
Z. Boukouvalas, Monica Puerto, Daniel C. Elton, Peter W. Chung +1 more
2021European Signal Processing Conference8 citations
Semantic Scholar
Coded Term Discovery for Online Hate Speech Detection
Dhanush Kikkisetti, R. Mustafa, Wendy Melillo, Roberto Corizzo +3 more
2024International Conference on Data Science and Advanced Analytics7 citations
Semantic Scholar
The Case for Latent Variable Vs Deep Learning Methods in Misinformation Detection: An Application to COVID-19
Caitlin Moroney, E. Crothers, Sudip Mittal, A. Joshi +4 more
2021IFIP Working Conference on Database Semantics6 citations
Semantic Scholar
Independent Component Analysis for Trustworthy Cyberspace during High Impact Events: An Application to Covid-19
Z. Boukouvalas, Christine Mallinson, E. Crothers, N. Japkowicz +4 more
2020arXiv.org6 citations
Semantic Scholar
IVA for abandoned object detection: Exploiting dependence across color channels
Suchita Bhinge, Z. Boukouvalas, Y. Levin-Schwartz, T. Adalı
2016IEEE International Conference on Acoustics, Speech, and Signal Processing6 citations
Semantic Scholar
IVA using complex multivariate GGD: application to fMRI analysis
Rami Mowakeaa, Z. Boukouvalas, Qunfang Long, T. Adalı
2019Multidimensional systems and signal processing5 citations Open access
Semantic Scholar
Development of ICA and IVA Algorithms with Application to Medical Image Analysis
Z. Boukouvalas
20185 citations
Semantic Scholar
Independent Component Analysis by Entropy Maximization with Kernels
Z. Boukouvalas, Rami Mowakeaa, Gengshen Fu, T. Adalı
20165 citations
Semantic Scholar
Independent Vector Analysis Using Semi-Parametric Density Estimation via Multivariate Entropy Maximization
Lucas P. Damasceno, C. Cavalcante, T. Adalı, Z. Boukouvalas
2021IEEE International Conference on Acoustics, Speech, and Signal Processing4 citations Open access
Semantic Scholar
ICA with Orthogonality Constraint: Identifiability And A New Efficient Algorithm
B. Gabrielson, M. A. Akhonda, Z. Boukouvalas, Seung-Jun Kim +1 more
2021IEEE International Conference on Acoustics, Speech, and Signal Processing4 citations Open access
Semantic Scholar
Density estimation by entropy maximization with kernels
Gengshen Fu, Z. Boukouvalas, T. Adalı
2015IEEE International Conference on Acoustics, Speech, and Signal Processing4 citations
Semantic Scholar
Event-Based Multi-Modal Fusion for Online Misinformation Detection in High-Impact Events
J. Rajabi, Sunday Okechukwu, Ahmad Mousavi, Roberto Corizzo +2 more
2024BigData Congress [Services Society]3 citations
Semantic Scholar
Exploiting sparsity and statistical dependence in multivariate data fusion: an application to misinformation detection for high-impact events
Lucas P. Damasceno, Egzona Rexhepi, Allison Shafer, Ian Whitehouse +4 more
2023Machine-mediated learning3 citations
Semantic Scholar
Independent Component Analysis Using Semi-Parametric Density Estimation Via Entropy Maximization
Z. Boukouvalas, Y. Levin-Schwartz, Rami Mowakeaa, Gengshen Fu +1 more
2018Symposium on Software Performance3 citations
Semantic Scholar
EMO-CARE: EEG Multi-Scale Temporal Modeling With Channel-Aware Feature Attention for Robust Subject-Independent Emotion Recognition
Yeganeh Abdollahinejad, Ahmad Mousavi, Petros Siaplaouras, Z. Boukouvalas +1 more
2026IEEE Open Journal of the Computer Society2 citations Open access
Semantic Scholar
Machine learning for shock compression of solids using scarce data
Sangeeth Balakrishnan, Francis G. VanGessel, Brian C. Barnes, Ruth M. Doherty +4 more
2023Journal of Applied Physics2 citations Open access
Semantic Scholar
Efficient Multivariate Data Fusion for Misinformation Detection During High Impact Events
Lucas P. Damasceno, Allison Shafer, N. Japkowicz, C. Cavalcante +1 more
2022IFIP Working Conference on Database Semantics2 citations
Semantic Scholar
On the characterization, generation, and efficient estimation of the complex multivariate GGD
Rami Mowakeaa, Z. Boukouvalas, T. Adalı, C. Cavalcante
2016International Conference on Security and Management2 citations
Semantic Scholar
E-CaTCH: Event-Centric Cross-Modal Attention With Temporal Consistency and Class-Imbalance Handling for Misinformation Detection
Ahmad Mousavi, Yeganeh Abdollahinejad, Roberto Corizzo, Nathalie Japkowicz +1 more
2025IEEE Transactions on Computational Social Systems1 citations Open access
Semantic Scholar
Explainable RNN Classification of Right Ventricular Dysfunction from Echocardiogram Reports
Arun Rajaratanam, Roberto Corizzo, Z. Boukouvalas
2024BigData Congress [Services Society]1 citations
Semantic Scholar
Independent Vector Analysis with Sparse Inverse Covariance Estimation: An Application to Misinformation Detection
Lucas P. Damasceno, Egzona Rexhepi, Allison Shafer, Ian Whitehouse +3 more
2023International Workshop on Machine Learning for Signal Processing1 citations
Semantic Scholar
Assessing the trade-off between prediction accuracy and interpretability for topic modeling on energetic materials corpora
Monica Puerto, Mason Kellett, Rodanthi Nikopoulou, M. Fuge +3 more
2022arXiv.org1 citations Open access
Semantic Scholar
Efficient Parameter Estimation For Semi-Continuous Data: An Application To Independent Component Analysis
Sai K. Popuri, Z. Boukouvalas
2019International Workshop on Machine Learning for Signal Processing1 citations
Semantic Scholar
Power spectra constrained IVA for enhanced detection of SSVEP content
D. Emge, Z. Boukouvalas, Y. Levin-Schwartz, Suchita Bhinge +2 more
2017Annual Conference on Information Sciences and Systems1 citations
Semantic Scholar
Distance metric learning for medical image registration
Z. Boukouvalas
20111 citations
Semantic Scholar
An Automated Approach for Domain-Specific Knowledge Graph Generation─Graph Measures and Characterization
Connor O'Ryan, K. D. Hayes, Francis G. VanGessel, Ruth M. Doherty +4 more
2025Journal of Chemical Information and Modeling0 citations
Semantic Scholar
Class-Constrained Independent Vector Analysis for Discriminative Multimodal Representation Learning
Marília Maia, Lucas P. Damasceno, Roberto Corizzo, C. C. Cavalcante +1 more
20252025 IEEE International Conference on Data Mining Workshops (ICDMW)0 citations
Semantic Scholar
Multimodal Fusion of Chest Radiographs and Text Reports for Heart Failure Detection
A. Rajaratnam, Z. Boukouvalas
2025BigData Congress [Services Society]0 citations
Semantic Scholar
Sparse extended mean-variance-CVaR portfolios with short-selling
Ahmad Mousavi, M. Salahi, Z. Boukouvalas
2024Japan journal of industrial and applied mathematics0 citations Open access
Semantic Scholar
On the Effectiveness of Text and Image Embeddings in Multimodal Hate Speech Detection
Nora Lewis, C. C. Cavalcante, Z. Boukouvalas, Roberto Corizzo
2024BigData Congress [Services Society]0 citations
Semantic Scholar
Genome-wide investigation of rare germline copy-number variants in retinoblastoma
L. M. Chapman Hannah, J. Kim, J. Bess, S. Kim +4 more
2024medRxiv0 citations Open access
Semantic Scholar
Multimodal Deep Learning for Online Meme Classification
Stephanie Han, Sebastian Leal-Arenas, Eftim Zdravevski, C. C. Cavalcante +2 more
2024BigData Congress [Services Society]0 citations
Semantic Scholar

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