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Muhammad Imran 0002
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Publications
- 2024
- [j30]Firoj Alam, Tanvirul Alam, Ferda Ofli, Muhammad Imran:
Robust Training of Social Media Image Classification Models. IEEE Trans. Comput. Soc. Syst. 11(1): 546-565 (2024) - 2023
- [j27]Firoj Alam, Tanvirul Alam, Md. Arid Hasan, Abul Hasnat, Muhammad Imran, Ferda Ofli:
MEDIC: a multi-task learning dataset for disaster image classification. Neural Comput. Appl. 35(3): 2609-2632 (2023) - 2022
- [c54]Muhammad Imran, Umair Qazi, Ferda Ofli, Steve Peterson, Firoj Alam:
AI for Disaster Rapid Damage Assessment from Microblogs. AAAI 2022: 12517-12523 - 2021
- [c51]Firoj Alam, Hassan Sajjad, Muhammad Imran, Ferda Ofli:
CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing. ICWSM 2021: 923-932 - [c50]Firoj Alam, Umair Qazi, Muhammad Imran, Ferda Ofli:
HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks. ICWSM 2021: 933-942 - [i31]Firoj Alam, Umair Qazi, Muhammad Imran, Ferda Ofli:
HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks. CoRR abs/2104.03090 (2021) - [i30]Firoj Alam, Tanvirul Alam, Ferda Ofli, Muhammad Imran:
Social Media Images Classification Models for Real-time Disaster Response. CoRR abs/2104.04184 (2021) - [i28]Firoj Alam, Tanvirul Alam, Md. Arid Hasan, Abul Hasnat, Muhammad Imran, Ferda Ofli:
MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification. CoRR abs/2108.12828 (2021) - 2020
- [j19]Firoj Alam, Ferda Ofli, Muhammad Imran:
Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria. Behav. Inf. Technol. 39(3): 288-318 (2020) - [c48]Firoj Alam, Ferda Ofli, Muhammad Imran, Tanvirul Alam, Umair Qazi:
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response. ASONAM 2020: 151-158 - [c45]Muhammad Imran, Firoj Alam, Umair Qazi, Steve Peterson, Ferda Ofli:
Rapid Damage Assessment Using Social Media Images by Combining Human and Machine Intelligence. ISCRAM 2020: 761-773 - [c44]Ferda Ofli, Firoj Alam, Muhammad Imran:
Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response. ISCRAM 2020: 802-811 - [i24]Muhammad Imran, Firoj Alam, Umair Qazi, Steve Peterson, Ferda Ofli:
Rapid Damage Assessment Using Social Media Images by Combining Human and Machine Intelligence. CoRR abs/2004.06675 (2020) - [i23]Firoj Alam, Hassan Sajjad, Muhammad Imran, Ferda Ofli:
Standardizing and Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing. CoRR abs/2004.06774 (2020) - [i22]Ferda Ofli, Firoj Alam, Muhammad Imran:
Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response. CoRR abs/2004.11838 (2020) - [i19]Firoj Alam, Ferda Ofli, Muhammad Imran, Tanvirul Alam, Umair Qazi:
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response. CoRR abs/2011.08916 (2020) - 2019
- [c43]Firoj Alam, Ferda Ofli, Muhammad Imran:
CrisisDPS: Crisis Data Processing Services. ISCRAM 2019 - 2018
- [j10]Firoj Alam, Ferda Ofli, Muhammad Imran:
Processing Social Media Images by Combining Human and Machine Computing during Crises. Int. J. Hum. Comput. Interact. 34(4): 311-327 (2018) - [c39]Firoj Alam, Shafiq R. Joty, Muhammad Imran:
Domain Adaptation with Adversarial Training and Graph Embeddings. ACL (1) 2018: 1077-1087 - [c36]Firoj Alam, Ferda Ofli, Muhammad Imran:
CrisisMMD: Multimodal Twitter Datasets from Natural Disasters. ICWSM 2018: 465-473 - [c35]Firoj Alam, Shafiq R. Joty, Muhammad Imran:
Graph Based Semi-Supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets. ICWSM 2018: 556-559 - [c34]Firoj Alam, Ferda Ofli, Muhammad Imran, Michaël Aupetit:
A Twitter Tale of Three Hurricanes: Harvey, Irma, and Maria. ISCRAM 2018 - [i18]Firoj Alam, Ferda Ofli, Muhammad Imran:
CrisisMMD: Multimodal Twitter Datasets from Natural Disasters. CoRR abs/1805.00713 (2018) - [i17]Firoj Alam, Ferda Ofli, Muhammad Imran, Michaël Aupetit:
A Twitter Tale of Three Hurricanes: Harvey, Irma, and Maria. CoRR abs/1805.05144 (2018) - [i16]Firoj Alam, Shafiq R. Joty, Muhammad Imran:
Domain Adaptation with Adversarial Training and Graph Embeddings. CoRR abs/1805.05151 (2018) - [i15]Firoj Alam, Shafiq R. Joty, Muhammad Imran:
Graph Based Semi-supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets. CoRR abs/1805.06289 (2018) - 2017
- [c27]Firoj Alam, Muhammad Imran, Ferda Ofli:
Image4Act: Online Social Media Image Processing for Disaster Response. ASONAM 2017: 601-604 - [c23]Dat Tien Nguyen, Firoj Alam, Ferda Ofli, Muhammad Imran:
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises. ISCRAM 2017 - [i12]Dat Tien Nguyen, Firoj Alam, Ferda Ofli, Muhammad Imran:
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises. CoRR abs/1704.02602 (2017)
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