ملك عبد الغني عبد الله
• قسم علوم الحاسوب - عضو هيئة تدريس
• نائب العميد - نائب عميد
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- الدكـتوراة في علوم حاسوب من جامعة شمال كارولينا - شارلوت, 2018
- ماجستير في علوم حاسوب من جامعة العلوم والتكنولوجيا الاردنيه, 2007
- بكالوريوس في علوم حاسوب من جامعة العلوم والتكنولوجيا الاردنيه, 2004
Publications
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Abdullah, Malak and Abuelrub, Emad and Mahafzah, Basel, "The chained-cubic tree interconnection network.," Int. Arab J. Inf. Technol., vol. 8, no. , pp. 334-343, 2011, Citeseer
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ElTayeby, Omar and Eaglin, Todd and Abdullah, Malak and Burlinson, David and Dou, Wenwen and Yao, Lixia, "A feasibility study on identifying drinking-related contents in Facebook through mining heterogeneous data," Health informatics journal, vol. 25, no. , pp. 1756-1767, 2019, SAGE Publications Sage UK: London, England
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Shatnawi, Farah and Abdullah, Malak and Hammad, Mahmoud and Al-Ayyoub, Mahmoud, "Comprehensive study of pre-trained language models: detecting humor in news headlines," Soft Computing, vol. , no. , pp. 1-25, 2022, Springer
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Ali, Hikmat H and Abdullah, Malak and Wedyan, Musab, "Application of machine learning techniques to predict patient?s satisfaction of indoor environmental quality in Jordanian hospitals," Journal of Ambient Intelligence and Humanized Computing, vol. , no. , pp. 1-9, 2022, Springer
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Abdullah, Malak and Al-Ayyoub, Mahmoud and AlRawashdeh, Saif and Shatnawi, Farah, "E-learningDJUST: E-learning dataset from Jordan university of science and technology toward investigating the impact of COVID-19 pandemic on education," Neural Computing and Applications, vol. , no. , pp. 1-15, 2021, Springer
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Abedalla, Ayat and Abdullah, Malak and Al-Ayyoub, Mahmoud and Benkhelifa, Elhadj, "Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures," PeerJ Computer Science, vol. 7, no. , pp. 0-0, 2021, PeerJ Inc.
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Abdullah, Malak and Shaikh, Samira, "Teamuncc at semeval-2018 task 1: Emotion detection in english and arabic tweets using deep learning," , 2018, pp. 350-357
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Abdullah, Malak and Hadzikadic, Mirsad, "Sentiment analysis on arabic tweets: Challenges to dissecting the language," , 2017, pp. 191-202, Springer
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Abdullah, Malak and Hadzikadicy, Mirsad and Shaikhz, Samira, "SEDAT: sentiment and emotion detection in Arabic text using CNN-LSTM deep learning," , 2018, pp. 835-840, IEEE
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Abdullah, Malak and Hadzikadic, Mirsad, "Sentiment analysis of twitter data: Emotions revealed regarding donald trump during the 2015-16 primary debates," , 2017, pp. 760-764, IEEE
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Mohammed, Roweida and Rawashdeh, Jumanah and Abdullah, Malak, "Machine learning with oversampling and undersampling techniques: overview study and experimental results," , 2020, pp. 243-248, IEEE
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Abdullah, Malak and Alnore, Dalya and Swedat, Safa and Khrais, Jumana and Al-Ayyoub, Mahmoud, "SarcasmDet at SemEval-2022 Task 6: Detecting Sarcasm using Pre-trained Transformers in English and Arabic Languages," , 2022, pp. 1025-1030
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Habash, Mohammad and Daqour, Yahya and Abdullah, Malak and Al-Ayyoub, Mahmoud, "YMAI at SemEval-2022 Task 5: Detecting Misogyny in Memes using VisualBERT and MMBT MultiModal Pre-trained Models," , 2022, pp. 780-784
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Makahleh, Mohammad and Yaseen, Naba Bani and Abdullah, Malak, "JUST-DEEP at SemEval-2022 Task 4: Using Deep Learning Techniques to Reveal Patronizing and Condescending Language," , 2022, pp. 308-312
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Alshare, Somaya and Abdullah, Malak and Quwaider, Muhannad, "Increasing Accuracy of Random Forest Algorithm by Decreasing Variance," , 2022, pp. 232-238, IEEE
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Abdullah, Malak and Altiti, Ola and Obiedat, Rasha, "Detecting Propaganda Techniques in English News Articles using Pre-trained Transformers," , 2022, pp. 301-308, IEEE
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Wedyan, Musab and Ali, Hikemt and Abdullah, Malak, "Toward Predicting Patient?s Satisfaction of Indoor Environmental Quality in Jordanian Hospitals using SVM and K-NN Machine Learning Algorithms," , 2022, pp. 239-245, IEEE
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Abdullah, Malak and Khrais, Jumana and Swedat, Safa, "Transformer-Based Deep Learning for Sarcasm Detection with Imbalanced Dataset: Resampling Techniques with Downsampling and Augmentation," , 2022, pp. 294-300, IEEE
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Yaseen, Tuqa Bani and Ismail, Qusai and Al-Omari, Sarah and Al-Sobh, Eslam and Abdullah, Malak, "JUST-BLUE at SemEval-2021 Task 1: Predicting Lexical Complexity using BERT and RoBERTa Pre-trained Language Models," , 2021, pp. 661-666
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Faraj, Dalya and Abdullah, Malak, "SarcasmDet at SemEval-2021 Task 7: detect humor and offensive based on demographic factors using RoBERTa pre-trained model," , 2021, pp. 527-533
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Abdullah, Malak Abdel-Ghani, Deep Learning for Sentiment and Emotion Detection in Multilingual Contexts, , 2018
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" Multi-label multi-class COVID-19 Arabic Twitter dataset with fine-grained misinformation and situational information annotations", PeerJ Computer Science
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"Application of machine learning techniques to predict patients satisfaction of indoor environmental quality in Jordanian hospitals", Journal of Ambient Intelligence and Humanized Computing
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"Authorship analysis of English and Spanish tweets", Proceedings of the Association for Information Science and Technology
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"Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures", PeerJ Computer Science
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"Comprehensive study of pre-trained language models: detecting humor in news headlines", Soft Computing
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"E-LearningDJUST: E-Learning dataset from Jordan University of Science and Technology toward investigating the impact of COVID19 Pandemic on Education", Neural Computing and Applications
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"Kidney Tumor Detection and Classification Based on Deep Learning Approaches: A New Dataset in CT Scans", Journal of Healthcare Engineering
- Vice Dean, Vice dean, Sep 2024 - Present
- Acting Head of Department, Department of Computer Science, Sep 2023 - Sep 2024
- Acting Head of Department, Department of Computer Science, Sep 2022 - Sep 2023
- Deputy Head of the Center, Vice director, Sep 2019 - Sep 2020
- Faculty Member, Department of Computer Science, Nov 2018 - Present
- Faculty member, Department of Computer Science/ Jordan Univ of Sci and Tech, Jordan, Aug 2007- Jan 2015
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