Muhammad Imran
Orcid: 0000-0001-7882-5502Affiliations:
- Qatar Computing Research institute, Doha, Qatar
- University of Trento, Italy (PhD 2013)
According to our database1,
Muhammad Imran
authored at least 101 papers
between 2010 and 2024.
Collaborative distances:
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Online presence:
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on scopus.com
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on hbku.edu.qa
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on twitter.com
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on orcid.org
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on mimran.me
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on dl.acm.org
On csauthors.net:
Bibliography
2024
IEEE Trans. Comput. Soc. Syst., February, 2024
Flood Insights: Integrating Remote and Social Sensing Data for Flood Exposure, Damage, and Urgent Needs Mapping.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Neural Comput. Appl., August, 2023
IDRISI-RE: A generalizable dataset with benchmarks for location mention recognition on disaster tweets.
Inf. Process. Manag., May, 2023
Incidents1M: A Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023
Image Vis. Comput., February, 2023
Neural Comput. Appl., 2023
Mapping Flood Exposure, Damage, and Population Needs Using Remote and Social Sensing: A Case Study of 2022 Pakistan Floods.
Proceedings of the ACM Web Conference 2023, 2023
IDRISI-D: Arabic and English Datasets and Benchmarks for Location Mention Disambiguation over Disaster Microblogs.
Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
TBCOV: Two Billion Multilingual COVID-19 Tweets with Sentiment, Entity, Geo, and Gender Labels.
Data, 2022
CoRR, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022
A Real-Time System for Detecting Landslide Reports on Social Media Using Artificial Intelligence.
Proceedings of the Web Engineering - 22nd International Conference, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
RweetMiner: Automatic identification and categorization of help requests on twitter during disasters.
Expert Syst. Appl., 2021
CoRR, 2021
Commun. ACM, 2021
Proceedings of the 18th International Conference on Information Systems for Crisis Response and Management, 2021
CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021
HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021
2020
GeoCoV19: A Dataset of Hundreds of Millions of Multilingual COVID-19 Tweets with Location Information.
Dataset, June, 2020
GeoCoV19: a dataset of hundreds of millions of multilingual COVID-19 tweets with location information.
ACM SIGSPATIAL Special, 2020
Detection of Disaster-Affected Cultural Heritage Sites from Social Media Images Using Deep Learning Techniques.
ACM Journal on Computing and Cultural Heritage, 2020
Inf. Process. Manag., 2020
Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions.
Inf. Process. Manag., 2020
Standardizing and Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing.
CoRR, 2020
Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria.
Behav. Inf. Technol., 2020
Proceedings of the 17th International Conference on Information Systems for Crisis Response and Management, 2020
Rapid Damage Assessment Using Social Media Images by Combining Human and Machine Intelligence.
Proceedings of the 17th International Conference on Information Systems for Crisis Response and Management, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Are We Ready for this Disaster? Towards Location Mention Recognition from Crisis Tweets.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020
2019
Summarizing Situational Tweets in Crisis Scenarios: An Extractive-Abstractive Approach.
IEEE Trans. Comput. Soc. Syst., 2019
Localizing and quantifying infrastructure damage using class activation mapping approaches.
Soc. Netw. Anal. Min., 2019
Int. J. Inf. Syst. Crisis Response Manag., 2019
#CampFireMissing: An Analysis of Tweets About Missing and Found People From California Wildfires.
Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019
Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019
Requirements for Software to Support the use of Social Media in Emergency Management: A Delphi Study.
Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019
Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019
2018
From Situational Awareness to Actionability: Towards Improving the Utility of Social Media Data for Crisis Response.
Proc. ACM Hum. Comput. Interact., 2018
Inf. Syst. Frontiers, 2018
Exploitation of Social Media for Emergency Relief and Preparedness: Recent Research and Trends.
Inf. Syst. Frontiers, 2018
Humanitarian health computing using artificial intelligence and social media: A narrative literature review.
Int. J. Medical Informatics, 2018
Int. J. Hum. Comput. Interact., 2018
Processing Social Media Images by Combining Human and Machine Computing during Crises.
Int. J. Hum. Comput. Interact., 2018
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, 2018
Classification of Twitter Disaster Data Using a Hybrid Feature-Instance Adaptation Approach.
Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, 2018
Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, 2018
Proceedings of the Twelfth International Conference on Web and Social Media, 2018
Graph Based Semi-Supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018
Social-EOC: Serviceability Model to Rank Social Media Requests for Emergency Operation Centers.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
2017
Proceedings of the 14th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2017
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises.
Proceedings of the 14th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2017
Proceedings of the 14th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2017
Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017
Proceedings of the 2017 International Conference on Digital Health, 2017
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
2016
Int. J. Inf. Syst. Crisis Response Manag., 2016
Applications of Online Deep Learning for Crisis Response Using Social Media Information.
CoRR, 2016
Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks.
CoRR, 2016
Combining Human Computing and Machine Learning to Make Sense of Big (Aerial) Data for Disaster Response.
Big Data, 2016
Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the 13th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2016
A Robust Framework for Classifying Evolving Document Streams in an Expert-Machine-Crowd Setting.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016
Proceedings of the 6th International Conference on Digital Health Conference, 2016
2015
ACM Comput. Surv., 2015
Towards a Data-driven Approach to Identify Crisis-Related Topics in Social Media Streams.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
D-Sieve: A Novel Data Processing Engine for Efficient Handling of Crises-Related Social Messages.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Volunteer-powered automatic classification of social media messages for public health in AIDR.
Proceedings of the 23rd International World Wide Web Conference, 2014
Integrating Social Media Communications into the Rapid Assessment of Sudden Onset Disasters.
Proceedings of the Social Informatics, 2014
Coordinating human and machine intelligence to classify microblog communications in crises.
Proceedings of the 11th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2014
2013
An Effective End-User Development Approach through Domain-Specific Mashups for Research Impact Evaluation.
PhD thesis, 2013
A Real-time Heuristic-based Unsupervised Method for Name Disambiguation in Digital Libraries.
D Lib Mag., 2013
An Effective End-User Development Approach Through Domain-Specific Mashups for Research Impact Evaluation.
CoRR, 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the 10th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2013
Proceedings of the 10th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2013
2012
Int. J. Next Gener. Comput., 2012
Proceedings of the 21st World Wide Web Conference, 2012
Proceedings of the 21st World Wide Web Conference, 2012
Proceedings of the Web Engineering - 12th International Conference, 2012
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012
2011
A Scientific Resource Space for Advanced Research Evaluation Scenarios.
Proceedings of the Sistemi Evoluti per Basi di Dati, 2011
2010
Proceedings of the Symposia and Workshops on Ubiquitous, 2010