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Counterfactuals and causability in explainable artificial intelligence: Theory, algorithms, and applications
Chou, Yu-Liang, Moreira, Catarina, Bruza, Peter, Ouyang, Chun, Jorge, Joaquim
Published in Information fusion (01.05.2022)
Published in Information fusion (01.05.2022)
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Journal Article
Toward Precise Long-Term Rockburst Forecasting: A Fusion of SVM and Cutting-Edge Meta-heuristic Algorithms
Armaghani, Danial Jahed, Yang, Peixi, He, Xuzhen, Pradhan, Biswajeet, Zhou, Jian, Sheng, Daichao
Published in Natural resources research (New York, N.Y.) (01.10.2024)
Published in Natural resources research (New York, N.Y.) (01.10.2024)
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Journal Article
MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification
Zhang, Huanle, Pirsiavash, Hamed, Liu, Xin
Published in Proceedings / IEEE Workshop on Applications of Computer Vision (01.01.2023)
Published in Proceedings / IEEE Workshop on Applications of Computer Vision (01.01.2023)
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Conference Proceeding
A Rapid, Accurate and Machine-Agnostic Segmentation and Quantification Method for CT-Based COVID-19 Diagnosis
Zhou, Longxi, Li, Zhongxiao, Zhou, Juexiao, Li, Haoyang, Chen, Yupeng, Huang, Yuxin, Xie, Dexuan, Zhao, Lintao, Fan, Ming, Hashmi, Shahrukh, Abdelkareem, Faisal, Eiada, Riham, Xiao, Xigang, Li, Lihua, Qiu, Zhaowen, Gao, Xin
Published in IEEE transactions on medical imaging (01.08.2020)
Published in IEEE transactions on medical imaging (01.08.2020)
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Journal Article
Community Workflows to Advance Reproducibility in Hydrologic Modeling: Separating Model‐Agnostic and Model‐Specific Configuration Steps in Applications of Large‐Domain Hydrologic Models
Knoben, W. J. M., Clark, M. P., Bales, J., Bennett, A., Gharari, S., Marsh, C. B., Nijssen, B., Pietroniro, A., Spiteri, R. J., Tang, G., Tarboton, D. G., Wood, A. W.
Published in Water resources research (01.11.2022)
Published in Water resources research (01.11.2022)
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Journal Article
DATM: A Novel Data Agnostic Topic Modelling Technique with Improved Effectiveness for both Short and Long Text
Bewong, Michael, Wondoh, John, Kwashie, Selasi, Liu, Jixue, Liu, Lin, Li, Jiuyong, Islam, Md Zahidul, Kernot, David
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
An Explainable Model-Agnostic Algorithm for CNN-Based Biometrics Verification
Alonso-Fernandez, Fernando, Hernandez-Diaz, Kevin, Buades, Jose M., Tiwari, Prayag, Bigun, Josef
Published in IEEE International Workshop on Information Forensics and Security (Print) (04.12.2023)
Published in IEEE International Workshop on Information Forensics and Security (Print) (04.12.2023)
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Conference Proceeding
Spatio-Temporal Agnostic Deep Learning Modeling of Forest Fire Prediction Using Weather Data
Mutakabbir, Abdul, Lung, Chung-Horng, Ajila, Samuel A., Zaman, Marzia, Naik, Kshirasagar, Purcell, Richard, Sampalli, Srinivas
Published in 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC) (01.06.2023)
Published in 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC) (01.06.2023)
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Conference Proceeding
Hierarchical Fuzzy Model-Agnostic Explanation: Framework, Algorithms, and Interface for XAI
Yin, Faliang, Lam, Hak-Keung, Watson, David
Published in IEEE transactions on fuzzy systems (01.02.2025)
Published in IEEE transactions on fuzzy systems (01.02.2025)
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Journal Article