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Amr Alkhatib
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Year
Emotional tone detection in arabic tweets
A Alkhatib, SR El-Beltagy
Computational Linguistics and Intelligent Text Processing: 18th …, 2017
492017
Interpretable Graph Neural Networks for Tabular Data
A Alkhatib, S Ennadir, H Boström, M Vazirgiannis
ECAI 2024 - 27th European Conference on Artificial Intelligence, 2023
52023
Explaining Predictions by Characteristic Rules
A Alkhatib, H Boström, M Vazirgiannis
European Conference on Machine Learning and Principles and Practice of …, 2022
52022
Approximating Score-based Explanation Techniques Using Conformal Regression
A Alkhatib, H Boström, S Ennadir, J Ulf
Proceedings of Machine Learning Research (PMLR) 204, 20, 2023
42023
A simple and effective approach for fine tuning pre-trained word embeddings for improved text classification
A Alkhatib, SR El-Beltagy
arXiv preprint arXiv:1908.02579, 2019
42019
Assessing explanation quality by venn prediction
A Alkhatib, H Boström, U Johansson
Conformal and Probabilistic Prediction with Applications, 42-54, 2022
32022
UnboundAttack: Generating Unbounded Adversarial Attacks to Graph Neural Networks
S Ennadir, A Alkhatib, G Nikolentzos, M Vazirgiannis, H Boström
International Conference on Complex Networks and Their Applications, 100-111, 2023
12023
Interpretable Graph Neural Networks for Heterogeneous Tabular Data
A Alkhatib, H Boström
arXiv preprint arXiv:2408.07661, 2024
2024
Fast Approximation of Shapley Values with Limited Data
A Alkhatib, H Boström
14th Scandinavian Conference on Artificial Intelligence SCAI 2024, 95-100, 2024
2024
Estimating Quality of Approximated Shapley Values Using Conformal Prediction
A Alkhatib, H Boström, U Johansson
Proceedings of Machine Learning Research 230, 1-17, 2024
2024
Conformalized Adversarial Attack Detection for Graph Neural Networks
S Ennadir, A Alkhatib, H Bostrom, M Vazirgiannis
Conformal and Probabilistic Prediction with Applications, 311-323, 2023
2023
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