Azim Ahmadzadeh

42 papers B 3C 1Journal 20Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Guide for Manual Annotation of Scientific Imagery: How to Prepare for Large Projects. CoRR Azim Ahmadzadeh, Rohan Adhyapak, Armin Iraji, Kartik Chaurasiya, V. Aparna, Petrus C. Martens
2025	—	`conf`	Automatic Classification of Magnetic Chirality of Solar Filaments from H-Alpha Observations. ICDM (Workshops) Alexis Chalmers, Azim Ahmadzadeh
2025	J	`jnl`	Automatic Classification of Magnetic Chirality of Solar Filaments from H-Alpha Observations. CoRR Alexis Chalmers, Azim Ahmadzadeh
2025	—	`conf`	Beyond Point Matching: Evaluating Multiscale Dubuc Distance for Time Series Similarity. ICDM (Workshops) Azim Ahmadzadeh, Mahsa Khazaei, Elaina Rohlfing
2025	J	`jnl`	Beyond Point Matching: Evaluating Multiscale Dubuc Distance for Time Series Similarity. CoRR Azim Ahmadzadeh, Mahsa Khazaei, Elaina Rohlfing
2025	—	`conf`	Effectiveness of High-Dimensional Distance Metrics on Solar Flare Time Series. ICDM (Workshops) Elaina Rohlfing, Azim Ahmadzadeh, V. Aparna
2025	J	`jnl`	Effectiveness of High-Dimensional Distance Metrics on Solar Flare Time Series. CoRR Elaina Rohlfing, Azim Ahmadzadeh, V. Aparna
2025	—	`conf`	H-Alpha Anomalyzer: An Explainable Anomaly Detector for Solar H-Alpha Observations. ICDM (Workshops) Mahsa Khazaei, Azim Ahmadzadeh, Alexei Pevtsov, Luca Bertello, Alexander Pevtsov
2025	J	`jnl`	H-Alpha Anomalyzer: An Explainable Anomaly Detector for Solar H-Alpha Observations. CoRR Mahsa Khazaei, Azim Ahmadzadeh, Alexei Pevtsov, Luca Bertello, Alexander Pevtsov
2025	J	`jnl`	H-Alpha anomalyzer: An anomaly detector for H-Alpha solar observations using a grid-based approach. SoftwareX Mahsa Khazaei, Heba Mahdi, Kartik Chaurasiya, Azim Ahmadzadeh
2024	B	`conf`	Multiscale Dubuc: A New Similarity Measure for Time Series. IEEE Big Data Mahsa Khazaei, Azim Ahmadzadeh, Krishna Rukmini Puthucode
2024	J	`jnl`	Multiscale Dubuc: A New Similarity Measure for Time Series. CoRR Mahsa Khazaei, Azim Ahmadzadeh, Krishna Rukmini Puthucode
2023	J	`jnl`	Contingency Space: A Semimetric Space for Classification Evaluation. IEEE Trans. Pattern Anal. Mach. Intell. Azim Ahmadzadeh, Dustin J. Kempton, Petrus C. Martens, Rafal A. Angryk
2022	J	`jnl`	CGAN-based synthetic multivariate time-series generation: a solution to data scarcity in solar flare forecasting. Neural Comput. Appl. Yang Chen, Dustin J. Kempton, Azim Ahmadzadeh, Junzhi Wen, Anli Ji, Rafal A. Angryk
2022	—	`conf`	Improving Solar Flare Prediction by Time Series Outlier Detection. ICAISC (2) Junzhi Wen, Md Reazul Islam, Azim Ahmadzadeh, Rafal A. Angryk
2022	J	`jnl`	Improving Solar Flare Prediction by Time Series Outlier Detection. CoRR Junzhi Wen, Md Reazul Islam, Azim Ahmadzadeh, Rafal A. Angryk
2022	B	`conf`	Measuring Class-Imbalance Sensitivity of Deterministic Performance Evaluation Metrics. ICIP Azim Ahmadzadeh, Rafal A. Angryk
2022	J	`jnl`	Measuring Class-Imbalance Sensitivity of Deterministic Performance Evaluation Metrics. CoRR Azim Ahmadzadeh, Rafal A. Angryk
2022	—	`conf`	TS-MIoU: A Time Series Similarity Metric Without Mapping. ECML/PKDD (6) Azim Ahmadzadeh, Yang Chen, Krishna Rukmini Puthucode, Ruizhe Ma, Rafal A. Angryk
2021	—	`conf`	Feature Selection on a Flare Forecasting Testbed: A Comparative Study of 24 Methods. ICDM (Workshops) Atharv Yeolekar, Sagar Patel, Shreejaa Talla, Krishna Rukmini Puthucode, Azim Ahmadzadeh, Viacheslav M. Sadykov, Rafal A. Angryk
2021	J	`jnl`	Feature Selection on a Flare Forecasting Testbed: A Comparative Study of 24 Methods. CoRR Atharv Yeolekar, Sagar Patel, Shreejaa Talla, Krishna Rukmini Puthucode, Azim Ahmadzadeh, Viacheslav M. Sadykov, Rafal A. Angryk
2021	J	`jnl`	How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events. CoRR Azim Ahmadzadeh, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk
2021	B	`conf`	Multiscale IOU: A Metric for Evaluation of Salient Object Detection with Fine Structures. ICIP Azim Ahmadzadeh, Dustin J. Kempton, Yang Chen, Rafal A. Angryk
2021	J	`jnl`	Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine Structures. CoRR Azim Ahmadzadeh, Dustin J. Kempton, Yang Chen, Rafal A. Angryk
2021	—	`conf`	Towards Synthetic Multivariate Time Series Generation for Flare Forecasting. ICAISC (1) Yang Chen, Dustin J. Kempton, Azim Ahmadzadeh, Rafal A. Angryk
2021	J	`jnl`	Towards Synthetic Multivariate Time Series Generation for Flare Forecasting. CoRR Yang Chen, Dustin J. Kempton, Azim Ahmadzadeh, Rafal A. Angryk
2020	—	`conf`	Deep Neural Network-based Active Region Magnetogram Patch Super Resolution. IEEE BigData Mohammed Shoebuddin Habeeb, Berkay Aydin, Azim Ahmadzadeh, Manolis K. Georgoulis, Rafal A. Angryk
2020	J	`jnl`	MVTS-Data Toolkit: A Python package for preprocessing multivariate time series data. SoftwareX Azim Ahmadzadeh, Kankana Sinha, Berkay Aydin, Rafal A. Angryk
2020	J	`jnl`	Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations. CoRR Gelu Nita, Manolis K. Georgoulis, Irina Kitiashvili, Viacheslav Sadykov, Enrico Camporeale, Alexander Kosovichev, Haimin Wang, Vincent Oria, Jason T. L. Wang, Rafal A. Angryk, Berkay Aydin, Azim Ahmadzadeh, Xiaoli Bai, Timothy Bastian, Soukaina Filali Boubrahimi, Bin Chen, Alisdair Davey, Sheldon Fereira, Gregory Fleishman, Dale Gary, Andrew Gerrard, Gregory Hellbourg, Katherine G. Herbert, Jack Ireland, Egor Illarionov, Natsuha Kuroda, Qin Li, Chang Liu, Yuexin Liu, Hyomin Kim, Dustin Kempton, Ruizhe Ma, Petrus C. Martens, Ryan M. McGranaghan, Edward Semones, John T. Stefan, Andrey Stejko, Yaireska Collado-Vega, Meiqi Wang, Yan Xu, Sijie Yu
2020	—	`conf`	On The Effectiveness of Imaging of Time Series for Flare Forecasting Problem. IEEE BigData Yang Chen, Anli Ji, Pavan Ajit Babajiyavar, Azim Ahmadzadeh, Rafal A. Angryk
2020	—	`conf`	Solar Line-of-Sight Magnetograms Super-Resolution Using Deep Neural Networks. IEEE BigData Mohammed Shoebuddin Habeeb, Berkay Aydin, Azim Ahmadzadeh, Manolis K. Georgoulis, Rafal A. Angryk
2019	J	`jnl`	A Curated Image Parameter Dataset from Solar Dynamics Observatory Mission. CoRR Azim Ahmadzadeh, Dustin J. Kempton, Rafal A. Angryk
2019	—	`conf`	A Scalable Segmented Dynamic Time Warping for Time Series Classification. ICAISC (2) Ruizhe Ma, Azim Ahmadzadeh, Soukaïna Filali Boubrahimi, Rafal A. Angryk
2019	—	`conf`	Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data. IEEE BigData Azim Ahmadzadeh, Maxwell Hostetter, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk
2019	J	`jnl`	Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data. CoRR Azim Ahmadzadeh, Maxwell Hostetter, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk
2019	C	`conf`	Rare-Event Time Series Prediction: A Case Study of Solar Flare Forecasting. ICMLA Azim Ahmadzadeh, Berkay Aydin, Dustin J. Kempton, Maxwell Hostetter, Rafal A. Angryk, Manolis K. Georgoulis, Sushant S. Mahajan
2019	—	`conf`	Solar Pre-Flare Classification with Time Series Profiling. IEEE BigData Ruizhe Ma, Azim Ahmadzadeh, Soukaina Filali Boubrahimi, Manolis K. Georgoulis, Rafal A. Angryk
2019	—	`conf`	Toward Filament Segmentation Using Deep Neural Networks. IEEE BigData Azim Ahmadzadeh, Sushant S. Mahajan, Dustin J. Kempton, Rafal A. Angryk, Shihao Ji
2019	J	`jnl`	Toward Filament Segmentation Using Deep Neural Networks. CoRR Azim Ahmadzadeh, Sushant S. Mahajan, Dustin J. Kempton, Rafal A. Angryk, Shihao Ji
2019	—	`conf`	Understanding the Impact of Statistical Time Series Features for Flare Prediction Analysis. IEEE BigData Maxwell Hostetter, Azim Ahmadzadeh, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Rafal A. Angryk
2018	—	`conf`	Segmentation of Time Series in Improving Dynamic Time Warping. IEEE BigData Ruizhe Ma, Azim Ahmadzadeh, Soukaina Filali Boubrahimi, Rafal A. Angryk
2017	—	`conf`	Improving the functionality of tamura directionality on solar images. IEEE BigData Azim Ahmadzadeh, Dustin J. Kempton, Michael A. Schuh, Rafal A. Angryk