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Journal Articles
- 2021
[j8]Sharib Ali
, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher:
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Anal. 70: 102002 (2021)- [j7]Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu:
Syntax-ignorant N-gram embeddings for dialectal Arabic sentiment analysis. Nat. Lang. Eng. 27(3): 315-338 (2021) - [j6]Mourad Gridach:
PyDiNet: Pyramid Dilated Network for medical image segmentation. Neural Networks 140: 274-281 (2021) - 2020
- [j5]Mourad Gridach:
A framework based on (probabilistic) soft logic and neural network for NLP. Appl. Soft Comput. 93: 106232 (2020) - [j4]Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu:
Empirical evaluation of leveraging named entities for arabic sentiment analysis. Int. Arab J. Inf. Technol. 17(2): 233-240 (2020) - [j3]Mourad Gridach:
Hybrid deep neural networks for recommender systems. Neurocomputing 413: 23-30 (2020) - 2017
- [j2]Mourad Gridach:
Character-level neural network for biomedical named entity recognition. J. Biomed. Informatics 70: 85-91 (2017) - 2011
- [j1]Mourad Gridach, Nouredine Chenfour:
An XML Approach of Coding a Morphological Database for Arabic Language. Adv. Hum. Comput. Interact. 2011: 629305:1-629305:15 (2011)
Conference and Workshop Papers
- 2024
- [c12]Mourad Gridach, Mohammad Alsharid, Jianbo Jiao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble:
Dual Representation Learning From Fetal Ultrasound Video and Sonographer Audio. ISBI 2024: 1-4 - 2023
- [c11]Mourad Gridach, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble:
D2ANET: Densely Attentional-Aware Network for First Trimester Ultrasound CRL and NT Segmentation. ISBI 2023: 1-4 - 2022
- [c10]Mourad Gridach, Elizaveta Savochkina, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble:
Self-Knowledge Distillation for First Trimester Ultrasound Saliency Prediction. ASMUS@MICCAI 2022: 117-127 - 2021
- [c9]Mourad Gridach, Irina Voiculescu:
Dopnet: Densely Oriented Pooling Network For Medical Image Segmentation. ISBI 2021: 1714-1717 - 2020
- [c8]Mourad Gridach, Irina Voiculescu:
OXENDONET: A Dilated Convolutional Neural Networks For Endoscopic Artefact Segmentation. EndoCV@ISBI 2020: 26-29 - 2019
- [c7]Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu:
Syntax-Ignorant N-gram Embeddings for Sentiment Analysis of Arabic Dialects. WANLP@ACL 2019 2019: 30-39 - 2017
- [c6]Mourad Gridach, Hatem Haddad, Hala Mulki:
Churn Identification in Microblogs using Convolutional Neural Networks with Structured Logical Knowledge. NUT@EMNLP 2017: 21-30 - [c5]Mourad Gridach, Hatem Haddad:
Arabic Named Entity Recognition: A Bidirectional GRU-CRF Approach. CICLing (1) 2017: 264-275 - [c4]Mourad Gridach, Hatem Haddad, Hala Mulki:
Empirical Evaluation of Word Representations on Arabic Sentiment Analysis. ICALP 2017: 147-158 - [c3]Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu:
Tw-StAR at SemEval-2017 Task 4: Sentiment Classification of Arabic Tweets. SemEval@ACL 2017: 664-669 - 2016
- [c2]Mourad Gridach:
Deep Learning Approach for Arabic Named Entity Recognition. CICLing (1) 2016: 439-451 - [c1]Mourad Gridach:
Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media. WSSANLP@COLING 2016: 23-32
Informal and Other Publications
- 2020
- [i3]Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher:
A translational pathway of deep learning methods in GastroIntestinal Endoscopy. CoRR abs/2010.06034 (2020) - 2019
- [i2]Hala Mulki, Hatem Haddad, Mourad Gridach, Ismail Babaoglu:
Empirical Evaluation of Leveraging Named Entities for Arabic Sentiment Analysis. CoRR abs/1904.10195 (2019) - 2011
- [i1]Mourad Gridach, Nouredine Chenfour:
Developing a New Approach for Arabic Morphological Analysis and Generation. CoRR abs/1101.5494 (2011)
Coauthor Index
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