Publications | Soukaina Filali Boubrahimi //localhost:1313/publication/ Publications Wowchemy (https://wowchemy.com)en-usWed, 01 Jan 2025 00:00:00 +0000 //localhost:1313/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_2.png Publications //localhost:1313/publication/ Advancing Hate Speech Detection with Transformers: Insights from the MetaHate //localhost:1313/publication/content/publication/advancing-hate-speech-detection-with-transformers-insights-from-the-metahate/ Wed, 01 Jan 2025 00:00:00 +0000 //localhost:1313/publication/content/publication/advancing-hate-speech-detection-with-transformers-insights-from-the-metahate/ Advancing minority stress detection with transformers: insights from the social media datasets //localhost:1313/publication/content/publication/advancing-minority-stress-detection-with-transformers-insights-from-the-social-media-datas/ Wed, 01 Jan 2025 00:00:00 +0000 //localhost:1313/publication/content/publication/advancing-minority-stress-detection-with-transformers-insights-from-the-social-media-datas/ An End-to-end Ensemble Machine Learning Approach for Predicting High-impact Solar Energetic Particle Events Using Multimodal Data //localhost:1313/publication/content/publication/an-end-to-end-ensemble-machine-learning-approach-for-predicting-high-impact-solar-energeti/ Wed, 01 Jan 2025 00:00:00 +0000 //localhost:1313/publication/content/publication/an-end-to-end-ensemble-machine-learning-approach-for-predicting-high-impact-solar-energeti/ AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation //localhost:1313/publication/content/publication/avatar-adversarial-autoencoders-with-autoregressive-refinement-for-time-series-generation/ Wed, 01 Jan 2025 00:00:00 +0000 //localhost:1313/publication/content/publication/avatar-adversarial-autoencoders-with-autoregressive-refinement-for-time-series-generation/ Predicting Solar Energetic Particle Events with Time Series Shapelets //localhost:1313/publication/content/publication/predicting-solar-energetic-particle-events-with-time-series-shapelets/ Wed, 01 Jan 2025 00:00:00 +0000 //localhost:1313/publication/content/publication/predicting-solar-energetic-particle-events-with-time-series-shapelets/ Pruning Strategies for Backdoor Defense in LLMs //localhost:1313/publication/content/publication/pruning-strategies-for-backdoor-defense-in-llms/ Wed, 01 Jan 2025 00:00:00 +0000 //localhost:1313/publication/content/publication/pruning-strategies-for-backdoor-defense-in-llms/ Solar Flare Prediction Using Multivariate Time Series of Photospheric Magnetic Field Parameters: A Comparative Analysis of Vector, Time Series, and Graph Data Representations //localhost:1313/publication/content/publication/solar-flare-prediction-using-multivariate-time-series-of-photospheric-magnetic-field-param/ Wed, 01 Jan 2025 00:00:00 +0000 //localhost:1313/publication/content/publication/solar-flare-prediction-using-multivariate-time-series-of-photospheric-magnetic-field-param/ Spatio-Temporal Graph Neural Networks for Streamflow Prediction in the Upper Colorado Basin //localhost:1313/publication/content/publication/spatio-temporal-graph-neural-networks-for-streamflow-prediction-in-the-upper-colorado-basi/ Wed, 01 Jan 2025 00:00:00 +0000 //localhost:1313/publication/content/publication/spatio-temporal-graph-neural-networks-for-streamflow-prediction-in-the-upper-colorado-basi/ Acts: Adaptive counterfactual explanations for time series data using barycenters //localhost:1313/publication/content/publication/acts-adaptive-counterfactual-explanations-for-time-series-data-using-barycenters/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/acts-adaptive-counterfactual-explanations-for-time-series-data-using-barycenters/ An Analysis of Mpox Communication on Reddit vs Twitter During the 2022 Mpox Outbreak //localhost:1313/publication/content/publication/an-analysis-of-mpox-communication-on-reddit-vs-twitter-during-the-2022-mpox-outbreak/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/an-analysis-of-mpox-communication-on-reddit-vs-twitter-during-the-2022-mpox-outbreak/ ChronoGAN: supervised and embedded generative adversarial networks for time series generation //localhost:1313/publication/content/publication/chronogan-supervised-and-embedded-generative-adversarial-networks-for-time-series-generati/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/chronogan-supervised-and-embedded-generative-adversarial-networks-for-time-series-generati/ Classification of major solar flares from extremely imbalanced multivariate time series data using minimally random convolutional kernel transform //localhost:1313/publication/content/publication/classification-of-major-solar-flares-from-extremely-imbalanced-multivariate-time-series-da/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/classification-of-major-solar-flares-from-extremely-imbalanced-multivariate-time-series-da/ Cleaned swansf dataset //localhost:1313/publication/content/publication/cleaned-swansf-dataset/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/cleaned-swansf-dataset/ Combining empirical and physics-based models for solar wind prediction //localhost:1313/publication/content/publication/combining-empirical-and-physics-based-models-for-solar-wind-prediction/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/combining-empirical-and-physics-based-models-for-solar-wind-prediction/ Contrastive representation learning for predicting solar flares from extremely imbalanced multivariate time series data //localhost:1313/publication/content/publication/contrastive-representation-learning-for-predicting-solar-flares-from-extremely-imbalanced/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/contrastive-representation-learning-for-predicting-solar-flares-from-extremely-imbalanced/ Denoising Optimization-Based Counterfactual Explanations for Time Series Classification //localhost:1313/publication/content/publication/denoising-optimization-based-counterfactual-explanations-for-time-series-classification/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/denoising-optimization-based-counterfactual-explanations-for-time-series-classification/ Discord-based counterfactual explanations for time series classification //localhost:1313/publication/content/publication/discord-based-counterfactual-explanations-for-time-series-classification/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/discord-based-counterfactual-explanations-for-time-series-classification/ Enhancing monthly streamflow prediction using meteorological factors and machine learning models in the upper Colorado River basin //localhost:1313/publication/content/publication/enhancing-monthly-streamflow-prediction-using-meteorological-factors-and-machine-learning/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/enhancing-monthly-streamflow-prediction-using-meteorological-factors-and-machine-learning/ Enhancing multivariate time series-based solar flare prediction with multifaceted preprocessing and contrastive learning //localhost:1313/publication/content/publication/enhancing-multivariate-time-series-based-solar-flare-prediction-with-multifaceted-preproce/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/enhancing-multivariate-time-series-based-solar-flare-prediction-with-multifaceted-preproce/ EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction //localhost:1313/publication/content/publication/excon-extreme-instance-based-contrastive-representation-learning-of-severely-imbalanced-mu/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/excon-extreme-instance-based-contrastive-representation-learning-of-severely-imbalanced-mu/ FAT-LSTM: A Multimodal Data Fusion Model with Gating and Attention-Based LSTM for Time-Series Classification //localhost:1313/publication/content/publication/fat-lstm-a-multimodal-data-fusion-model-with-gating-and-attention-based-lstm-for-time-seri/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/fat-lstm-a-multimodal-data-fusion-model-with-gating-and-attention-based-lstm-for-time-seri/ Forest Proximities for Time Series //localhost:1313/publication/content/publication/forest-proximities-for-time-series/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/forest-proximities-for-time-series/ Identifying flare-indicative photospheric magnetic field parameters from multivariate time-series data of solar active regions //localhost:1313/publication/content/publication/identifying-flare-indicative-photospheric-magnetic-field-parameters-from-multivariate-time/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/identifying-flare-indicative-photospheric-magnetic-field-parameters-from-multivariate-time/ Impacts of data preprocessing and sampling techniques on solar flare prediction from multivariate time series data of photospheric magnetic field parameters //localhost:1313/publication/content/publication/impacts-of-data-preprocessing-and-sampling-techniques-on-solar-flare-prediction-from-multi/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/impacts-of-data-preprocessing-and-sampling-techniques-on-solar-flare-prediction-from-multi/ Improving solar energetic particle event prediction through multivariate time series data augmentation //localhost:1313/publication/content/publication/improving-solar-energetic-particle-event-prediction-through-multivariate-time-series-data/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/improving-solar-energetic-particle-event-prediction-through-multivariate-time-series-data/ Info-CELS: Informative Saliency Map Guided Counterfactual Explanation //localhost:1313/publication/content/publication/info-cels-informative-saliency-map-guided-counterfactual-explanation/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/info-cels-informative-saliency-map-guided-counterfactual-explanation/ Predictive Insights into LGBTQ+ Minority Stress: A Transductive Exploration of Social Media Discourse //localhost:1313/publication/content/publication/predictive-insights-into-lgbtq-minority-stress-a-transductive-exploration-of-social-media/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/predictive-insights-into-lgbtq-minority-stress-a-transductive-exploration-of-social-media/ Seriesgan: Time series generation via adversarial and autoregressive learning //localhost:1313/publication/content/publication/seriesgan-time-series-generation-via-adversarial-and-autoregressive-learning/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/seriesgan-time-series-generation-via-adversarial-and-autoregressive-learning/ Solar Flare Prediction through Time Series Data Augmentation //localhost:1313/publication/content/publication/solar-flare-prediction-through-time-series-data-augmentation/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/solar-flare-prediction-through-time-series-data-augmentation/ Spatiotemporal data augmentation of MODIS-landsat water bodies using adversarial networks //localhost:1313/publication/content/publication/spatiotemporal-data-augmentation-of-modis-landsat-water-bodies-using-adversarial-networks/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/spatiotemporal-data-augmentation-of-modis-landsat-water-bodies-using-adversarial-networks/ Swan-sf data preprocessing and sampling notebooks //localhost:1313/publication/content/publication/swan-sf-data-preprocessing-and-sampling-notebooks/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/swan-sf-data-preprocessing-and-sampling-notebooks/ Time-series feature selection for solar flare forecasting //localhost:1313/publication/content/publication/time-series-feature-selection-for-solar-flare-forecasting/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/time-series-feature-selection-for-solar-flare-forecasting/ Toward enhanced prediction of high-impact solar energetic particle events using multimodal time series data fusion models //localhost:1313/publication/content/publication/toward-enhanced-prediction-of-high-impact-solar-energetic-particle-events-using-multimodal/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/toward-enhanced-prediction-of-high-impact-solar-energetic-particle-events-using-multimodal/ Transformer Model for Multivariate Time Series Classification: A Case Study of Solar Flare Prediction //localhost:1313/publication/content/publication/transformer-model-for-multivariate-time-series-classification-a-case-study-of-solar-flare/ Mon, 01 Jan 2024 00:00:00 +0000 //localhost:1313/publication/content/publication/transformer-model-for-multivariate-time-series-classification-a-case-study-of-solar-flare/ Adversarial attack driven data augmentation for time series classification //localhost:1313/publication/content/publication/adversarial-attack-driven-data-augmentation-for-time-series-classification/ Sun, 01 Jan 2023 00:00:00 +0000 //localhost:1313/publication/content/publication/adversarial-attack-driven-data-augmentation-for-time-series-classification/ CAREER: End-to-End Active Region-based Heliospheric Forecasting System Using Multi-spacecraft Data and Machine Learning //localhost:1313/publication/content/publication/career-end-to-end-active-region-based-heliospheric-forecasting-system-using-multi-spacecra/ Sun, 01 Jan 2023 00:00:00 +0000 //localhost:1313/publication/content/publication/career-end-to-end-active-region-based-heliospheric-forecasting-system-using-multi-spacecra/ Counterfactual Explanations for Time Series Data via Learned Saliency Maps //localhost:1313/publication/content/publication/counterfactual-explanations-for-time-series-data-via-learned-saliency-maps/ Sun, 01 Jan 2023 00:00:00 +0000 //localhost:1313/publication/content/publication/counterfactual-explanations-for-time-series-data-via-learned-saliency-maps/ End-to-end attention/transformer model for solar flare prediction from multivariate time series data //localhost:1313/publication/content/publication/end-to-end-attentiontransformer-model-for-solar-flare-prediction-from-multivariate-time-se/ Sun, 01 Jan 2023 00:00:00 +0000 //localhost:1313/publication/content/publication/end-to-end-attentiontransformer-model-for-solar-flare-prediction-from-multivariate-time-se/ Metforc: Classification with meta-learning and multimodal stratified time series forest //localhost:1313/publication/content/publication/metforc-classification-with-meta-learning-and-multimodal-stratified-time-series-forest/ Sun, 01 Jan 2023 00:00:00 +0000 //localhost:1313/publication/content/publication/metforc-classification-with-meta-learning-and-multimodal-stratified-time-series-forest/ ML-Based Streamflow Prediction in the Upper Colorado River Basin Using Climate Variables Time Series Data. Hydrology 2023, 10, 29 //localhost:1313/publication/content/publication/ml-based-streamflow-prediction-in-the-upper-colorado-river-basin-using-climate-variables-t/ Sun, 01 Jan 2023 00:00:00 +0000 //localhost:1313/publication/content/publication/ml-based-streamflow-prediction-in-the-upper-colorado-river-basin-using-climate-variables-t/ Motif alignment for time series data augmentation //localhost:1313/publication/content/publication/motif-alignment-for-time-series-data-augmentation/ Sun, 01 Jan 2023 00:00:00 +0000 //localhost:1313/publication/content/publication/motif-alignment-for-time-series-data-augmentation/ Multiloss-Based Optimization for Time Series Data Augmentation //localhost:1313/publication/content/publication/multiloss-based-optimization-for-time-series-data-augmentation/ Sun, 01 Jan 2023 00:00:00 +0000 //localhost:1313/publication/content/publication/multiloss-based-optimization-for-time-series-data-augmentation/ Predicting Linguistically Sophisticated Social Determinants of Health Disparities with Neural Networks: The Case of LGBTQ+ Minority Stress //localhost:1313/publication/content/publication/predicting-linguistically-sophisticated-social-determinants-of-health-disparities-with-neu/ Sun, 01 Jan 2023 00:00:00 +0000 //localhost:1313/publication/content/publication/predicting-linguistically-sophisticated-social-determinants-of-health-disparities-with-neu/ Review of solar energetic particle prediction models //localhost:1313/publication/content/publication/review-of-solar-energetic-particle-prediction-models/ Sun, 01 Jan 2023 00:00:00 +0000 //localhost:1313/publication/content/publication/review-of-solar-energetic-particle-prediction-models/ AI-Based Streamflow Prediction in the Upper Colorado River Basin Using Multimodal Spatiotemporal Data //localhost:1313/publication/content/publication/ai-based-streamflow-prediction-in-the-upper-colorado-river-basin-using-multimodal-spatiote/ Sat, 01 Jan 2022 00:00:00 +0000 //localhost:1313/publication/content/publication/ai-based-streamflow-prediction-in-the-upper-colorado-river-basin-using-multimodal-spatiote/ Classifying minority stress disclosure on social media with bidirectional long short-term memory //localhost:1313/publication/content/publication/classifying-minority-stress-disclosure-on-social-media-with-bidirectional-long-short-term/ Sat, 01 Jan 2022 00:00:00 +0000 //localhost:1313/publication/content/publication/classifying-minority-stress-disclosure-on-social-media-with-bidirectional-long-short-term/ Combining Physics and Machine Learning-based Models for Full-Energy-Range Solar Energetic Particles Events Prediction //localhost:1313/publication/content/publication/combining-physics-and-machine-learning-based-models-for-full-energy-range-solar-energetic/ Sat, 01 Jan 2022 00:00:00 +0000 //localhost:1313/publication/content/publication/combining-physics-and-machine-learning-based-models-for-full-energy-range-solar-energetic/ Feature selection from multivariate time series data: A case study of solar flare prediction //localhost:1313/publication/content/publication/feature-selection-from-multivariate-time-series-data-a-case-study-of-solar-flare-predictio/ Sat, 01 Jan 2022 00:00:00 +0000 //localhost:1313/publication/content/publication/feature-selection-from-multivariate-time-series-data-a-case-study-of-solar-flare-predictio/ Forecasting multivariate time series of the magnetic field parameters of the solar events //localhost:1313/publication/content/publication/forecasting-multivariate-time-series-of-the-magnetic-field-parameters-of-the-solar-events/ Sat, 01 Jan 2022 00:00:00 +0000 //localhost:1313/publication/content/publication/forecasting-multivariate-time-series-of-the-magnetic-field-parameters-of-the-solar-events/ Multivariate time series-based solar flare prediction by functional network embedding and sequence modeling //localhost:1313/publication/content/publication/multivariate-time-series-based-solar-flare-prediction-by-functional-network-embedding-and/ Sat, 01 Jan 2022 00:00:00 +0000 //localhost:1313/publication/content/publication/multivariate-time-series-based-solar-flare-prediction-by-functional-network-embedding-and/ RULE TRANSFORM: ASHAPELET-BASED TEMPORAL ASSOCIATION RULE MINER FOR MULTIVARIATE TIME SERIES CLASSIFICATION //localhost:1313/publication/content/publication/rule-transform-ashapelet-based-temporal-association-rule-miner-for-multivariate-time-serie/ Sat, 01 Jan 2022 00:00:00 +0000 //localhost:1313/publication/content/publication/rule-transform-ashapelet-based-temporal-association-rule-miner-for-multivariate-time-serie/ Shapelet-based counterfactual explanations for multivariate time series //localhost:1313/publication/content/publication/shapelet-based-counterfactual-explanations-for-multivariate-time-series/ Sat, 01 Jan 2022 00:00:00 +0000 //localhost:1313/publication/content/publication/shapelet-based-counterfactual-explanations-for-multivariate-time-series/ Sequence Model-based End-to-End Solar Flare Classification from Multivariate Time Series Data //localhost:1313/publication/content/publication/sequence-model-based-end-to-end-solar-flare-classification-from-multivariate-time-series-d/ Fri, 01 Jan 2021 00:00:00 +0000 //localhost:1313/publication/content/publication/sequence-model-based-end-to-end-solar-flare-classification-from-multivariate-time-series-d/ Shapelets-based Data Augmentation for Time Series Classification //localhost:1313/publication/content/publication/shapelets-based-data-augmentation-for-time-series-classification/ Fri, 01 Jan 2021 00:00:00 +0000 //localhost:1313/publication/content/publication/shapelets-based-data-augmentation-for-time-series-classification/ Spatiotemporal event sequence discovery without thresholds //localhost:1313/publication/content/publication/spatiotemporal-event-sequence-discovery-without-thresholds/ Fri, 01 Jan 2021 00:00:00 +0000 //localhost:1313/publication/content/publication/spatiotemporal-event-sequence-discovery-without-thresholds/ Spatiotemporal event sequence discovery without thresholds //localhost:1313/publication/example/2021-01-01_spatiotemporal_event/ Fri, 01 Jan 2021 00:00:00 +0000 //localhost:1313/publication/example/2021-01-01_spatiotemporal_event/ Time Series Data Augmentation using Time Warped Auto-Encoders //localhost:1313/publication/content/publication/time-series-data-augmentation-using-time-warped-auto-encoders/ Fri, 01 Jan 2021 00:00:00 +0000 //localhost:1313/publication/content/publication/time-series-data-augmentation-using-time-warped-auto-encoders/ Evaluation of hierarchical structures for time series data //localhost:1313/publication/content/publication/evaluation-of-hierarchical-structures-for-time-series-data/ Wed, 01 Jan 2020 00:00:00 +0000 //localhost:1313/publication/content/publication/evaluation-of-hierarchical-structures-for-time-series-data/ Machine Learning in Heliophysics and space weather forecasting: a white paper of finding and recommendations //localhost:1313/publication/content/publication/machine-learning-in-heliophysics-and-space-weather-forecasting-a-white-paper-of-finding-an/ Wed, 01 Jan 2020 00:00:00 +0000 //localhost:1313/publication/content/publication/machine-learning-in-heliophysics-and-space-weather-forecasting-a-white-paper-of-finding-an/ Machine learning in heliophysics and space weather forecasting: a white paper of findings and recommendations //localhost:1313/publication/content/publication/machine-learning-in-heliophysics-and-space-weather-forecasting-a-white-paper-of-findings-a/ Wed, 01 Jan 2020 00:00:00 +0000 //localhost:1313/publication/content/publication/machine-learning-in-heliophysics-and-space-weather-forecasting-a-white-paper-of-findings-a/ Multivariate time series dataset for space weather data analytics //localhost:1313/publication/content/publication/multivariate-time-series-dataset-for-space-weather-data-analytics/ Wed, 01 Jan 2020 00:00:00 +0000 //localhost:1313/publication/content/publication/multivariate-time-series-dataset-for-space-weather-data-analytics/ On the Mining of the Minimal Set of Time Series Data Shapelets //localhost:1313/publication/content/publication/on-the-mining-of-the-minimal-set-of-time-series-data-shapelets/ Wed, 01 Jan 2020 00:00:00 +0000 //localhost:1313/publication/content/publication/on-the-mining-of-the-minimal-set-of-time-series-data-shapelets/ Swan-sf //localhost:1313/publication/content/publication/swan-sf/ Wed, 01 Jan 2020 00:00:00 +0000 //localhost:1313/publication/content/publication/swan-sf/ SWAN-SF,(2020) //localhost:1313/publication/content/publication/swan-sf2020/ Wed, 01 Jan 2020 00:00:00 +0000 //localhost:1313/publication/content/publication/swan-sf2020/ Forecasting space weather hazards for astronauts in deep space //localhost:1313/publication/content/publication/forecasting-space-weather-hazards-for-astronauts-in-deep-space/ Tue, 01 Jan 2019 00:00:00 +0000 //localhost:1313/publication/content/publication/forecasting-space-weather-hazards-for-astronauts-in-deep-space/ Segmented dynamic time warping: A comparative and applicational study //localhost:1313/publication/content/publication/segmented-dynamic-time-warping-a-comparative-and-applicational-study/ Tue, 01 Jan 2019 00:00:00 +0000 //localhost:1313/publication/content/publication/segmented-dynamic-time-warping-a-comparative-and-applicational-study/ Solar pre-flare classification with time series profiling //localhost:1313/publication/content/publication/solar-pre-flare-classification-with-time-series-profiling/ Tue, 01 Jan 2019 00:00:00 +0000 //localhost:1313/publication/content/publication/solar-pre-flare-classification-with-time-series-profiling/ Tensor decomposition-based node embedding //localhost:1313/publication/content/publication/tensor-decomposition-based-node-embedding/ Tue, 01 Jan 2019 00:00:00 +0000 //localhost:1313/publication/content/publication/tensor-decomposition-based-node-embedding/ Biomarker Detection from fMRI-based Complete Functional Connectivity Networks //localhost:1313/publication/content/publication/biomarker-detection-from-fmri-based-complete-functional-connectivity-networks/ Mon, 01 Jan 2018 00:00:00 +0000 //localhost:1313/publication/content/publication/biomarker-detection-from-fmri-based-complete-functional-connectivity-networks/ Coronal Mass Ejection Data Clustering and Visualization of Decision Trees //localhost:1313/publication/content/publication/coronal-mass-ejection-data-clustering-and-visualization-of-decision-trees/ Mon, 01 Jan 2018 00:00:00 +0000 //localhost:1313/publication/content/publication/coronal-mass-ejection-data-clustering-and-visualization-of-decision-trees/ Multivariate Time Series Nearest Neighbor Search: A Case Study on Solar Flare Prediction //localhost:1313/publication/content/publication/multivariate-time-series-nearest-neighbor-search-a-case-study-on-solar-flare-prediction/ Mon, 01 Jan 2018 00:00:00 +0000 //localhost:1313/publication/content/publication/multivariate-time-series-nearest-neighbor-search-a-case-study-on-solar-flare-prediction/ Neuro-Ensemble //localhost:1313/publication/content/publication/neuro-ensemble/ Mon, 01 Jan 2018 00:00:00 +0000 //localhost:1313/publication/content/publication/neuro-ensemble/ Neuro-Ensemble for Time Series Data Classification //localhost:1313/publication/content/publication/neuro-ensemble-for-time-series-data-classification/ Mon, 01 Jan 2018 00:00:00 +0000 //localhost:1313/publication/content/publication/neuro-ensemble-for-time-series-data-classification/ Segmentation of time series in improving dynamic time warping //localhost:1313/publication/content/publication/segmentation-of-time-series-in-improving-dynamic-time-warping/ Mon, 01 Jan 2018 00:00:00 +0000 //localhost:1313/publication/content/publication/segmentation-of-time-series-in-improving-dynamic-time-warping/ Spatiotemporal interpolation methods for solar event trajectories //localhost:1313/publication/content/publication/spatiotemporal-interpolation-methods-for-solar-event-trajectories/ Mon, 01 Jan 2018 00:00:00 +0000 //localhost:1313/publication/content/publication/spatiotemporal-interpolation-methods-for-solar-event-trajectories/ Tensor decomposition for neurodevelopmental disorder prediction //localhost:1313/publication/content/publication/tensor-decomposition-for-neurodevelopmental-disorder-prediction/ Mon, 01 Jan 2018 00:00:00 +0000 //localhost:1313/publication/content/publication/tensor-decomposition-for-neurodevelopmental-disorder-prediction/ Time Series Distance Density Cluster with Statistical Preprocessing //localhost:1313/publication/content/publication/time-series-distance-density-cluster-with-statistical-preprocessing/ Mon, 01 Jan 2018 00:00:00 +0000 //localhost:1313/publication/content/publication/time-series-distance-density-cluster-with-statistical-preprocessing/ An integrated solar database (isd) with extended spatiotemporal querying capabilities //localhost:1313/publication/content/publication/an-integrated-solar-database-isd-with-extended-spatiotemporal-querying-capabilities/ Sun, 01 Jan 2017 00:00:00 +0000 //localhost:1313/publication/content/publication/an-integrated-solar-database-isd-with-extended-spatiotemporal-querying-capabilities/ On the prediction of> 100 MeV solar energetic particle events using goes satellite data //localhost:1313/publication/content/publication/on-the-prediction-of-100-mev-solar-energetic-particle-events-using-goes-satellite-data/ Sun, 01 Jan 2017 00:00:00 +0000 //localhost:1313/publication/content/publication/on-the-prediction-of-100-mev-solar-energetic-particle-events-using-goes-satellite-data/ Solar flare prediction using multivariate time series decision trees //localhost:1313/publication/content/publication/solar-flare-prediction-using-multivariate-time-series-decision-trees/ Sun, 01 Jan 2017 00:00:00 +0000 //localhost:1313/publication/content/publication/solar-flare-prediction-using-multivariate-time-series-decision-trees/ Top-(r\\%, K) spatiotemporal event sequence mining //localhost:1313/publication/content/publication/top-r-k-spatiotemporal-event-sequence-mining/ Sun, 01 Jan 2017 00:00:00 +0000 //localhost:1313/publication/content/publication/top-r-k-spatiotemporal-event-sequence-mining/ Filling the gaps in solar big data: Interpolation of solar filament event instances //localhost:1313/publication/content/publication/filling-the-gaps-in-solar-big-data-interpolation-of-solar-filament-event-instances/ Fri, 01 Jan 2016 00:00:00 +0000 //localhost:1313/publication/content/publication/filling-the-gaps-in-solar-big-data-interpolation-of-solar-filament-event-instances/ Solev: A video generation framework for solar events from mixed data sources (demo paper) //localhost:1313/publication/content/publication/solev-a-video-generation-framework-for-solar-events-from-mixed-data-sources-demo-paper/ Fri, 01 Jan 2016 00:00:00 +0000 //localhost:1313/publication/content/publication/solev-a-video-generation-framework-for-solar-events-from-mixed-data-sources-demo-paper/ Spatio-temporal interpolation methods for solar events metadata //localhost:1313/publication/content/publication/spatio-temporal-interpolation-methods-for-solar-events-metadata/ Fri, 01 Jan 2016 00:00:00 +0000 //localhost:1313/publication/content/publication/spatio-temporal-interpolation-methods-for-solar-events-metadata/ Spatiotemporal frequent pattern discovery from solar event metadata //localhost:1313/publication/content/publication/spatiotemporal-frequent-pattern-discovery-from-solar-event-metadata/ Fri, 01 Jan 2016 00:00:00 +0000 //localhost:1313/publication/content/publication/spatiotemporal-frequent-pattern-discovery-from-solar-event-metadata/ A scalable segmented dynamic time warping for time series classification //localhost:1313/publication/content/publication/a-scalable-segmented-dynamic-time-warping-for-time-series-classification/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/a-scalable-segmented-dynamic-time-warping-for-time-series-classification/ A time series classification-based approach for solar flare prediction //localhost:1313/publication/content/publication/a-time-series-classification-based-approach-for-solar-flare-prediction/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/a-time-series-classification-based-approach-for-solar-flare-prediction/ Attention-based counterfactual explanation for multivariate time series //localhost:1313/publication/content/publication/attention-based-counterfactual-explanation-for-multivariate-time-series/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/attention-based-counterfactual-explanation-for-multivariate-time-series/ Cacciagrano, Diletta 453 Cai, Yi 137 Cakiroglu, Mert 439 Calyam, Prasad 106, 238 Cao, Min 558 //localhost:1313/publication/content/publication/cacciagrano-diletta-453-cai-yi-137-cakiroglu-mert-439-calyam-prasad-106-238-cao-min-558/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/cacciagrano-diletta-453-cai-yi-137-cakiroglu-mert-439-calyam-prasad-106-238-cao-min-558/ Cels: Counterfactual explanations for time series data via learned saliency maps //localhost:1313/publication/content/publication/cels-counterfactual-explanations-for-time-series-data-via-learned-saliency-maps/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/cels-counterfactual-explanations-for-time-series-data-via-learned-saliency-maps/ Designing a Storage Efficient and Faster Heliophysics Events Knowledgebase (HEK) //localhost:1313/publication/content/publication/designing-a-storage-efficient-and-faster-heliophysics-events-knowledgebase-hek/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/designing-a-storage-efficient-and-faster-heliophysics-events-knowledgebase-hek/ Eick, Christoph F. 77 Elgarroussi, Karima 93 F. Eick, Christoph 93 //localhost:1313/publication/content/publication/eick-christoph-f-77-elgarroussi-karima-93-f-eick-christoph-93/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/eick-christoph-f-77-elgarroussi-karima-93-f-eick-christoph-93/ Fast counterfactual explanation for solar flare prediction //localhost:1313/publication/content/publication/fast-counterfactual-explanation-for-solar-flare-prediction/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/fast-counterfactual-explanation-for-solar-flare-prediction/ Graph-based clustering for time series data //localhost:1313/publication/content/publication/graph-based-clustering-for-time-series-data/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/graph-based-clustering-for-time-series-data/ Heuristics Significance of Neuro-Ensemble-based Time Series Classification //localhost:1313/publication/content/publication/heuristics-significance-of-neuro-ensemble-based-time-series-classification/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/heuristics-significance-of-neuro-ensemble-based-time-series-classification/ Info-CELS: Informative Saliency Map-Guided Counterfactual Explanation for Time Series Classification //localhost:1313/publication/content/publication/info-cels-informative-saliency-map-guided-counterfactual-explanation-for-time-series-class/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/info-cels-informative-saliency-map-guided-counterfactual-explanation-for-time-series-class/ M-cels: Counterfactual explanation for multivariate time series data guided by learned saliency maps //localhost:1313/publication/content/publication/m-cels-counterfactual-explanation-for-multivariate-time-series-data-guided-by-learned-sali/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/m-cels-counterfactual-explanation-for-multivariate-time-series-data-guided-by-learned-sali/ Motif-guided time series counterfactual explanations //localhost:1313/publication/content/publication/motif-guided-time-series-counterfactual-explanations/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/motif-guided-time-series-counterfactual-explanations/ Multivariate time series dataset for space weather data analytics. Scientific Data 7 (1)(Jul 2020) //localhost:1313/publication/content/publication/multivariate-time-series-dataset-for-space-weather-data-analytics-scientific-data-7-1jul-2/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/multivariate-time-series-dataset-for-space-weather-data-analytics-scientific-data-7-1jul-2/ On the mining of time series data counterfactual explanations using barycenters //localhost:1313/publication/content/publication/on-the-mining-of-time-series-data-counterfactual-explanations-using-barycenters/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/on-the-mining-of-time-series-data-counterfactual-explanations-using-barycenters/ Physics-informed neural networks for solar wind prediction //localhost:1313/publication/content/publication/physics-informed-neural-networks-for-solar-wind-prediction/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/physics-informed-neural-networks-for-solar-wind-prediction/ Reliable Time Series Counterfactual Explanations Guided by ShapeDBA //localhost:1313/publication/content/publication/reliable-time-series-counterfactual-explanations-guided-by-shapedba/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/reliable-time-series-counterfactual-explanations-guided-by-shapedba/ Scalable knn search approximation for time series data //localhost:1313/publication/content/publication/scalable-knn-search-approximation-for-time-series-data/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/scalable-knn-search-approximation-for-time-series-data/ ScholarWorks@ Georgia State Universit y //localhost:1313/publication/content/publication/scholarworks-georgia-state-universit-y/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/scholarworks-georgia-state-universit-y/ Sg-cf: Shapelet-guided counterfactual explanation for time series classification //localhost:1313/publication/content/publication/sg-cf-shapelet-guided-counterfactual-explanation-for-time-series-classification/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/sg-cf-shapelet-guided-counterfactual-explanation-for-time-series-classification/ Shapelet-based temporal association rule mining for multivariate time series classification //localhost:1313/publication/content/publication/shapelet-based-temporal-association-rule-mining-for-multivariate-time-series-classificatio/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/shapelet-based-temporal-association-rule-mining-for-multivariate-time-series-classificatio/ Shapelet-Preserving Bootstrapping For Time Series Data Augmentation //localhost:1313/publication/content/publication/shapelet-preserving-bootstrapping-for-time-series-data-augmentation/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/shapelet-preserving-bootstrapping-for-time-series-data-augmentation/ Solar Data Mining at Georgia State University //localhost:1313/publication/content/publication/solar-data-mining-at-georgia-state-university/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/solar-data-mining-at-georgia-state-university/ Temporal rule-based counterfactual explanations for multivariate time series //localhost:1313/publication/content/publication/temporal-rule-based-counterfactual-explanations-for-multivariate-time-series/ Thu, 01 Jan 1970 00:00:00 +0000 //localhost:1313/publication/content/publication/temporal-rule-based-counterfactual-explanations-for-multivariate-time-series/