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A Dispersed Federated Learning Framework for 6G-Enabled Autonomous Driving Cars

May 20, 2021
Latif U. Khan, Yan Kyaw Tun, Madyan Alsenwi, Muhammad Imran, Zhu Han, Choong Seon Hong

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Social Media Images Classification Models for Real-time Disaster Response

Apr 09, 2021
Firoj Alam, Tanvirul Alam, Ferda Ofli, Muhammad Imran

* Social media images, Image Classification, Natural disasters, Crisis Informatics, Deep learning. arXiv admin note: substantial text overlap with arXiv:2011.08916 

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HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks

Apr 08, 2021
Firoj Alam, Umair Qazi, Muhammad Imran, Ferda Ofli

* Accepted in ICWSM-2021, Twitter datasets, Textual content, Natural disasters, Crisis Informatics, Benchmarks, Transformers 

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Implicit Feedback-based Group Recommender System for Internet of Thing Applications

Jan 29, 2021
Zhiwei Guo, Keping Yu, Tan Guo, Ali Kashif Bashir, Muhammad Imran, Mohsen Guizani

* conference 

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Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response

Nov 17, 2020
Firoj Alam, Ferda Ofli, Muhammad Imran, Tanvirul Alam, Umair Qazi

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Detecting natural disasters, damage, and incidents in the wild

Aug 20, 2020
Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Agata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba

* ECCV 2020 

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Artificial Intelligence and Machine Learning in 5G Network Security: Opportunities, advantages, and future research trends

Jul 09, 2020
Noman Haider, Muhammad Zeeshan Baig, Muhammad Imran

* 7 Pages, 3 figures, 1 table, (Magazine type article) 

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GeoCoV19: A Dataset of Hundreds of Millions of Multilingual COVID-19 Tweets with Location Information

May 22, 2020
Umair Qazi, Muhammad Imran, Ferda Ofli

* 10 pages, 5 figures, accepted at ACM SIGSPATIAL Special May 2020 

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Standardizing and Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing

Apr 29, 2020
Firoj Alam, Hassan Sajjad, Muhammad Imran, Ferda Ofli

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Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response

Apr 14, 2020
Ferda Ofli, Firoj Alam, Muhammad Imran

* Accepted in ISCRAM 2020 

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Rapid Damage Assessment Using Social Media Images by Combining Human and Machine Intelligence

Apr 14, 2020
Muhammad Imran, Firoj Alam, Umair Qazi, Steve Peterson, Ferda Ofli

* Accepted at ISCRAM 2020 conference 

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Big Data Analytics for Manufacturing Internet of Things: Opportunities, Challenges and Enabling Technologies

Sep 01, 2019
Hong-Ning Dai, Hao Wang, Guangquan Xu, Jiafu Wan, Muhammad Imran

* Enterprise Information Systems, 2019 
* 14 pages, 6 figures, 3 tables 

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Performance Evaluation of Supervised Machine Learning Techniques for Efficient Detection of Emotions from Online Content

Aug 05, 2019
Muhammad Zubair Asghar, Fazli Subhan, Muhammad Imran, Fazal Masud Kundi, Shahboddin Shamshirband, Amir Mosavi, Peter Csiba, Annamaria R. Varkonyi-Koczy

* 30 pages, 13 tables, 1 figure 

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Localizing and Quantifying Damage in Social Media Images

Jun 09, 2018
Xukun Li, Huaiyu Zhang, Doina Caragea, Muhammad Imran

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Domain Adaptation with Adversarial Training and Graph Embeddings

May 14, 2018
Firoj Alam, Shafiq Joty, Muhammad Imran

* This is a pre-print of our paper accepted to appear in the proceedings of the ACL, 2018 

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Graph Based Semi-supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets

May 02, 2018
Firoj Alam, Shafiq Joty, Muhammad Imran

* 5 pages. arXiv admin note: substantial text overlap with arXiv:1805.05151 

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Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises

Apr 09, 2017
Dat Tien Nguyen, Firoj Alam, Ferda Ofli, Muhammad Imran

* Accepted for publication in the 14th International Conference on Information Systems For Crisis Response and Management (ISCRAM), 2017 

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A Robust Framework for Classifying Evolving Document Streams in an Expert-Machine-Crowd Setting

Oct 06, 2016
Muhammad Imran, Sanjay Chawla, Carlos Castillo

* Accepted at ICDM 2016 

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Summarizing Situational and Topical Information During Crises

Oct 05, 2016
Koustav Rudra, Siddhartha Banerjee, Niloy Ganguly, Pawan Goyal, Muhammad Imran, Prasenjit Mitra

* 7 pages, 9 figures, Accepted in The 4th International Workshop on Social Web for Disaster Management (SWDM'16) will be co-located with CIKM 2016 

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Applications of Online Deep Learning for Crisis Response Using Social Media Information

Oct 05, 2016
Dat Tien Nguyen, Shafiq Joty, Muhammad Imran, Hassan Sajjad, Prasenjit Mitra

* Accepted at SWDM co-located with CIKM 2016. 6 pages, 2 figures. arXiv admin note: text overlap with arXiv:1608.03902 

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Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks

Aug 12, 2016
Dat Tien Nguyen, Kamela Ali Al Mannai, Shafiq Joty, Hassan Sajjad, Muhammad Imran, Prasenjit Mitra

* 10 pages, 2 figures 

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Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages

May 31, 2016
Muhammad Imran, Prasenjit Mitra, Carlos Castillo

* Accepted at the 10th Language Resources and Evaluation Conference (LREC), 6 pages 

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Cross-Language Domain Adaptation for Classifying Crisis-Related Short Messages

Mar 29, 2016
Muhammad Imran, Prasenjit Mitra, Jaideep Srivastava

* ISCRAM 2016, 10 pages, 4 tables 

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Engineering Crowdsourced Stream Processing Systems

Aug 04, 2014
Muhammad Imran, Ioanna Lykourentzou, Yannick Naudet, Carlos Castillo

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