Mohammad Khalilia

According to our database, Mohammad Khalilia authored at least 24 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Context-Gloss Augmentation for Improving Arabic Target Sense Verification.

Sanad Malaysha, Mustafa Jarrar, Mohammed Khalilia

Proceedings of the 12th Global Wordnet Conference, 2023

Arabic Fine-Grained Entity Recognition.

Haneen Liqreina, Mustafa Jarrar, Mohammed Khalilia, Ahmed Oumar El-Shangiti, Muhammad Abdul-Mageed

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023

SALMA: Arabic Sense-Annotated Corpus and WSD Benchmarks.

Mustafa Jarrar, Sanad Malaysha, Tymaa Hammouda, Mohammed Khalilia

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023

ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic.

Mustafa Jarrar, Ahmet Birim, Mohammed Khalilia, Mustafa Erden, Sana Ghanem

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023

WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task.

Mustafa Jarrar, Muhammad Abdul-Mageed, Mohammed Khalilia, Bashar Talafha, AbdelRahim A. Elmadany, Nagham Hamad, Alaa Omar

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023

Offensive Hebrew Corpus and Detection using BERT.

Nagham Hamad, Mustafa Jarrar, Mohammad Khalilia, Nadim Nashif

Proceedings of the 20th ACS/IEEE International Conference on Computer Systems and Applications, 2023

2022

Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT.

Mustafa Jarrar, Mohammed Khalilia, Sana Ghanem

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

2020

End-to-End Joint Entity Extraction and Negation Detection for Clinical Text.

Parminder Bhatia, E. Busra Celikkaya, Mohammed Khalilia

Proceedings of the Precision Health and Medicine - A Digital Revolution in Healthcare, 2020

2019

Comprehend Medical: A Named Entity Recognition and Relationship Extraction Web Service.

Parminder Bhatia, Busra Celikkaya, Mohammed Khalilia, Selvan Senthivel

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Joint Entity Extraction and Assertion Detection for Clinical Text.

Parminder Bhatia, Busra Celikkaya, Mohammed Khalilia

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

End-to-end Joint Entity Extraction and Negation Detection for Clinical Text.

Parminder Bhatia, Busra Celikkaya, Mohammed Khalilia

CoRR, 2018

Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning.

Mengqi Jin, Mohammad Taha Bahadori, Aaron Colak, Parminder Bhatia, Busra Celikkaya, Ram Bhakta, Selvan Senthivel, Mohammed Khalilia, Daniel Navarro, Borui Zhang, Tiberiu Doman, Arun Ravi, Matthieu Liger, Taha A. Kass-Hout

CoRR, 2018

2016

Identifying Patients at Risk of High Healthcare Utilization.

Lincoln Sheets, Lori L. Popejoy, Mohammed Khalilia, Greg Petroski, Jerry C. Parker

Proceedings of the AMIA 2016, 2016

2015

Quantifying care coordination using natural language processing and domain-specific ontology.

Lori L. Popejoy, Mohammed Khalilia, Mihail Popescu, Colleen Galambos, Vanessa Lyons, Marilyn Rantz, Lanis Hicks, Frank Stetzer

J. Am. Medical Informatics Assoc., 2015

Clinical Predictive Modeling Development and Deployment through FHIR Web Services.

Mohammed Khalilia, Myung Choi, Amelia Henderson, Sneha Iyengar, Mark L. Braunstein, Jimeng Sun

Proceedings of the AMIA 2015, 2015

Cloud-based Predictive Modeling System and its Application to Asthma Readmission Prediction.

Robert Chen, Hang Su, Yi Zhen, Mohammed Khalilia, Daniel Hirsch, Michael Thompson, Tod Davis, Yue Peng, Sizhe Lin, Javier Tejedor-Sojo, Elizabeth Searles, Jimeng Sun

Proceedings of the AMIA 2015, 2015

2014

Improvements to the relational fuzzy c-means clustering algorithm.

Mohammed Khalilia, James C. Bezdek, Mihail Popescu, James M. Keller

Pattern Recognit., 2014

Relational Fuzzy Self-Organizing Maps for Cluster Visualization and Summarization.

Mohammed Khalilia, Mihail Popescu

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2014

Patient stratification based on Activity of Daily Living score using Relational Self-Organizing Maps.

Mohammed Khalilia, Mihail Popescu, James Keller

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014

2013

Topology Preservation in Fuzzy Self-Organizing Maps.

Mohammed Khalilia, Mihail Popescu

Proceedings of the Advance Trends in Soft Computing, 2013

2012

Fuzzy relational self-organizing maps.

Mohammad Khalilia, Mihail Popescu

Proceedings of the FUZZ-IEEE 2012, 2012

Developing an Ontology of Nursing Care Coordination using NLP.

Lori L. Popejoy, Mihail Popescu, Mohammad Khalilia, Vanessa Lyons, Marilyn Rantz, Colleen Galambos, Lanis Hicks, Frank Stetzer

Proceedings of the AMIA 2012, 2012

2011

Predicting disease risks from highly imbalanced data using random forest.

Mohammad Khalilia, Sounak Chakraborty, Mihail Popescu

BMC Medical Informatics Decis. Mak., 2011

Improving disease prediction using ICD-9 ontological features.

Mihail Popescu, Mohammad Khalilia

Proceedings of the FUZZ-IEEE 2011, 2011