Shah Muhammad Hamdi

74 papers A* 2A 6B 17C 13Journal 21Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
FlaPLeT: A full-stack web platform for end-to-end time series data processing and machine learning in solar flare prediction.
SoftwareX
MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2026 J jnl
SolarGPT-QA: A Domain-Adaptive Large Language Model for Educational Question Answering in Space Weather and Heliophysics.
CoRR
Santosh Chapagain, MohammadReza EskandariNasab, Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025 A conf
AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation.
SDM
MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025 J jnl
AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation.
CoRR
MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025 J jnl
Advancing Hate Speech Detection with Transformers: Insights from the MetaHate.
CoRR
Santosh Chapagain, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025 J jnl
Advancing Minority Stress Detection with Transformers: Insights from the Social Media Datasets.
CoRR
Santosh Chapagain, Cory J. Cascalheira, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, Jillian R. Scheer
2025 J jnl
Advancing minority stress detection with transformers: insights from the social media datasets.
Soc. Netw. Anal. Min.
Santosh Chapagain, Cory J. Cascalheira, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, Jillian R. Scheer
2025 B conf
CACTUS: Cross-Aligned Counterfactual Explanation for Time Series Classification.
DSAA
Pouya Hosseinzadeh, Peiyu Li, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2025 B conf
Diverse and Plausible Counterfactual Explanations for Time Series via Latent Space Optimization.
DSAA
Peiyu Li, Omar Bahri, Pouya Hosseinzadeh, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2025 B conf
Global Cross-Time Attention Fusion for Enhanced Solar Flare Prediction from Multivariate Time Series.
IEEE Big Data
Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025 J jnl
Global Cross-Time Attention Fusion for Enhanced Solar Flare Prediction from Multivariate Time Series.
CoRR
Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025 B conf
Improving Causal Feasibility in Counterfactual Explanations for Multivariate Time Series Classification.
IEEE Big Data
Omar Bahri, Peiyu Li, Pouya Hosseinzadeh, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2025 A conf
Pruning Strategies for Backdoor Defense in LLMs.
CIKM
Santosh Chapagain, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025 J jnl
Pruning Strategies for Backdoor Defense in LLMs.
CoRR
Santosh Chapagain, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025 A* conf
TIMED: Adversarial and Autoregressive Refinement of Diffusion-Based Time Series Generation.
ICDM
MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025 J jnl
TIMED: Adversarial and Autoregressive Refinement of Diffusion-Based Time Series Generation.
CoRR
MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024 B conf
ACTS: Adaptive Counterfactual Explanations for Time Series Data Using Barycenters.
IEEE Big Data
Pouya Hosseinzadeh, Peiyu Li, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2024 C conf
ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation.
ICMLA
MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024 J jnl
ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation.
CoRR
MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024 C conf
Contrastive Representation Learning for Predicting Solar Flares from Extremely Imbalanced Multivariate Time Series Data.
ICMLA
Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024 J jnl
Contrastive Representation Learning for Predicting Solar Flares from Extremely Imbalanced Multivariate Time Series Data.
CoRR
Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024 — conf
Denoising Optimization-Based Counterfactual Explanations for Time Series Classification.
ICPR (7)
Omar Bahri, Peiyu Li, Pouya Hosseinzadeh, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2024 J jnl
Discord-based counterfactual explanations for time series classification.
Data Min. Knowl. Discov.
Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2024 B conf
EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction.
IEEE Big Data
Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024 J jnl
EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction.
CoRR
Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024 C conf
Enhancing Multivariate Time Series-Based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning.
ICMLA
MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024 J jnl
Enhancing Multivariate Time Series-based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning.
CoRR
MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024 — conf
FAT-LSTM: A Multimodal Data Fusion Model with Gating and Attention-Based LSTM for Time-Series Classification.
ICPR (2)
Pouya Hosseinzadeh, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2024 J jnl
Info-CELS: Informative Saliency Map Guided Counterfactual Explanation.
CoRR
Peiyu Li, Omar Bahri, Pouya Hosseinzadeh, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2024 C conf
M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps.
ICMLA
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2024 J jnl
M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps.
CoRR
Peiyu Li, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2024 J jnl
Predictive Insights into LGBTQ+ Minority Stress: A Transductive Exploration of Social Media Discourse.
CoRR
Santosh Chapagain, Yuxuan Zhao, T. K. Rohleen, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, Ryan E. Flinn, Emily M. Lund, Dannie Klooster, Jillian R. Scheer, Cory J. Cascalheira
2024 B conf
Reliable Time Series Counterfactual Explanations Guided by ShapeDBA.
IEEE Big Data
Peiyu Li, Pouya Hosseinzadeh, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2024 B conf
SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning.
IEEE Big Data
MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024 J jnl
SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning.
CoRR
MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024 A conf
The LGBTQ+ Minority Stress on Social Media (MiSSoM) Dataset: A Labeled Dataset for Natural Language Processing and Machine Learning.
ICWSM
Cory J. Cascalheira, Santosh Chapagain, Ryan E. Flinn, Dannie Klooster, Danica Laprade, Yuxuan Zhao, Emily M. Lund, Alejandra Gonzalez, Kelsey Corro, Rikki Wheatley, Ana Gutierrez, Oziel Garcia Villanueva, Koustuv Saha, Munmun De Choudhury, Jillian R. Scheer, Shah Muhammad Hamdi
2024 — conf
Transformer Model for Multivariate Time Series Classification: A Case Study of Solar Flare Prediction.
ICPR (24)
Khaznah Alshammari, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2023 C conf
Adversarial Attack Driven Data Augmentation for Time Series Classification.
ICMLA
Peiyu Li, Pouya Hosseinzadeh, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2023 B conf
Attention-Based Counterfactual Explanation for Multivariate Time Series.
DaWaK
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2023 B conf
CELS: Counterfactual Explanations for Time Series Data via Learned Saliency Maps.
IEEE Big Data
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2023 C conf
End-to-End Attention/Transformer Model for Solar Flare Prediction from Multivariate Time Series Data.
ICMLA
Khaznah Alshammari, Kartik Saini, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2023 C conf
METFORC: Classification with Meta-Learning and Multimodal Stratified Time Series Forest.
ICMLA
Pouya Hosseinzadeh, Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2023 B conf
Motif Alignment for Time Series Data Augmentation.
DaWaK
Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2023 B conf
Multiloss-Based Optimization for Time Series Data Augmentation.
IEEE Big Data
Omar Bahri, Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2023 B conf
Predicting Linguistically Sophisticated Social Determinants of Health Disparities with Neural Networks: The Case of LGBTQ+ Minority Stress.
IEEE Big Data
Cory J. Cascalheira, Santosh Chapagain, Ryan E. Flinn, Yuxuan Zhao, Soukaina Filali Boubrahimi, Dannie Klooster, Alejandra Gonzalez, Emily M. Lund, Danica Laprade, Jillian R. Scheer, Shah Muhammad Hamdi
2023 C conf
Shapelet-Preserving Bootstrapping For Time Series Data Augmentation.
ICMLA
Omar Bahri, Peiyu Li, Pouya Hosseinzadeh, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2022 A conf
Classifying Minority Stress Disclosure on Social Media with Bidirectional Long Short-Term Memory.
ICWSM
Cory J. Cascalheira, Shah Muhammad Hamdi, Jillian R. Scheer, Koustuv Saha, Soukaina Filali Boubrahimi, Munmun De Choudhury
2022 C conf
Fast Counterfactual Explanation for Solar Flare Prediction.
ICMLA
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2022 B conf
Feature Selection from Multivariate Time Series Data: A Case Study of Solar Flare Prediction.
IEEE Big Data
Khaznah Alshammari, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2022 — conf
Forecasting Multivariate Time Series of the Magnetic Field Parameters of the Solar Events.
AMLTS
Khaznah Alshammari, Shah Muhammad Hamdi, Ali Ahsan Muhummad Muzaheed, Soukaina Filali Boubrahimi
2022 — conf
Motif-Guided Time Series Counterfactual Explanations.
ICPR Workshops (3)
Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2022 J jnl
Motif-guided Time Series Counterfactual Explanations.
CoRR
Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2022 — conf
Multivariate Time Series-based Solar Flare Prediction by Functional Network Embedding and Sequence Modeling.
AMLTS
Shah Muhammad Hamdi, Abu Fuad Ahmad, Soukaina Filali Boubrahimi
2022 A conf
On the Mining of Time Series Data Counterfactual Explanations using Barycenters.
CIKM
Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2022 — conf
Physics-Informed Neural Networks for Solar Wind Prediction.
ICPR Workshops (3)
Rob Johnson, Soukaïna Filali Boubrahimi, Omar Bahri, Shah Muhammad Hamdi
2022 B conf
SG-CF: Shapelet-Guided Counterfactual Explanation for Time Series Classification.
IEEE Big Data
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2022 J jnl
Shapelet-Based Counterfactual Explanations for Multivariate Time Series.
CoRR
Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2022 B conf
Shapelet-based Temporal Association Rule Mining for Multivariate Time Series Classification.
IEEE Big Data
Omar Bahri, Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2022 C conf
Temporal Rule-Based Counterfactual Explanations for Multivariate Time Series.
ICMLA
Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2021 — conf
Graph-based Clustering for Time Series Data.
IEEE BigData
Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2021 C conf
Sequence Model-based End-to-End Solar Flare Classification from Multivariate Time Series Data.
ICMLA
Ali Ahsan Muhummad Muzaheed, Shah Muhammad Hamdi, Soukaïna Filali Boubrahimi
2021 C conf
Shapelets-based Data Augmentation for Time Series Classification.
ICMLA
Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2021 C conf
Time Series Data Augmentation using Time-Warped Auto-Encoders.
ICMLA
Shain Shahid Chowdhury, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2020 — conf
On the Mining of the Minimal Set of Time Series Data Shapelets.
IEEE BigData
Soukaina Filali Boubrahimi, Shah Muhammad Hamdi, Ruizhe Ma, Rafal A. Angryk
2019 J jnl
Identification of Discriminative Subnetwork from fMRI-Based Complete Functional Connectivity Networks.
Int. J. Semantic Comput.
Shah Muhammad Hamdi, Yubao Wu, Rafal A. Angryk, Lisa Crystal Krishnamurthy, Robin D. Morris
2019 A* conf
Interpretable Feature Learning of Graphs using Tensor Decomposition.
ICDM
Shah Muhammad Hamdi, Rafal A. Angryk
2019 A conf
Tensor Decomposition-based Node Embedding.
CIKM
Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, Rafal A. Angryk
2018 — conf
Biomarker Detection from fMRI-Based Complete Functional Connectivity Networks.
AIKE
Shah Muhammad Hamdi, Berkay Aydin, Soukaina Filali Boubrahimi, Rafal A. Angryk, Lisa Crystal Krishnamurthy, Robin D. Morris
2018 B conf
Scalable kNN Search Approximation for Time Series Data.
ICPR
Soukaina Filali Boubrahimi, Ruizhe Ma, Berkay Aydin, Shah Muhammad Hamdi, Rafal A. Angryk
2018 — conf
Tensor Decomposition for Neurodevelopmental Disorder Prediction.
BI
Shah Muhammad Hamdi, Yubao Wu, Soukaina Filali Boubrahimi, Rafal A. Angryk, Lisa Crystal Krishnamurthy, Robin D. Morris
2017 — conf
A time series classification-based approach for solar flare prediction.
IEEE BigData
Shah Muhammad Hamdi, Dustin Kempton, Ruizhe Ma, Soukaina Filali Boubrahimi, Rafal A. Angryk
2017 — conf
Solar flare prediction using multivariate time series decision trees.
IEEE BigData
Ruizhe Ma, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi, Rafal A. Angryk
2016 — conf
A Pattern Growth-Based Approach for Mining Spatiotemporal Co-occurrence Patterns.
ICDM Workshops
Shah Muhammad Hamdi, Berkay Aydin, Rafal A. Angryk
2016 — conf
Pg-Trajectory: A PostgreSQL/PostGIS Based Data Model for Spatiotemporal Trajectories.
BDCloud-SocialCom-SustainCom
Ahmet Küçük, Shah Muhammad Hamdi, Berkay Aydin, Michael A. Schuh, Rafal A. Angryk