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- Doina Caragea
Kansas State University, Manhattan, KA, USA
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Publication search results
found 138 matches
- 2023
- Soudabeh Taghian Dinani, Doina Caragea:
A Comparison Study for Disaster Tweet Classification Using Deep Learning Models. DATA 2023: 152-163 - Soudabeh Taghian Dinani, Doina Caragea:
Disaster Image Classification Using Pre-trained Transformer and Contrastive Learning Models. DSAA 2023: 1-11 - Omar Al-Ani, Saquib Mohammed Haroon, Doina Caragea, HM Abdul Aziz, Eric J. Fitzsimmons:
Predicting Pedestrian Involvement in Fatal Crashes Using a TabNet Deep Learning Model. IWCTS@SIGSPATIAL 2023: 19-27 - Nikita Gautam, David Shumway, Megan Kowalcyk, Sarthak Khanal, Doina Caragea, Cornelia Caragea, Hande McGinty, Samuel Dorevitch:
Leveraging Existing Literature on the Web and Deep Neural Models to Build a Knowledge Graph Focused on Water Quality and Health Risks. WWW 2023: 4161-4171 - Henry Peng Zou, Yue Zhou, Cornelia Caragea, Doina Caragea:
CrisisMatch: Semi-Supervised Few-Shot Learning for Fine-Grained Disaster Tweet Classification. CoRR abs/2310.14627 (2023) - 2022
- Iustin Sirbu, Tiberiu Sosea, Cornelia Caragea, Doina Caragea, Traian Rebedea:
Multimodal Semi-supervised Learning for Disaster Tweet Classification. COLING 2022: 2711-2723 - Chaoxin Wang, Nicolais Guevara, Doina Caragea:
Using Deep Learning to Improve Detection and Decoding Of Barcodes. ICIP 2022: 1576-1580 - Sarthak Khanal, Maria Traskowsky, Doina Caragea:
Identification of Fine-Grained Location Mentions in Crisis Tweets. LREC 2022: 7164-7173 - 2021
- Prabesh Pathak, Prabesh Poudel, Sankardas Roy, Doina Caragea:
Leveraging attention-based deep neural networks for security vetting of Android applications. EAI Endorsed Trans. Security Safety 8(29): e2 (2021) - Krutarth Patel, Cornelia Caragea, Doina Caragea, C. Lee Giles:
Author Homepage Discovery in CiteSeerX. AAAI 2021: 15146-15155 - Kyle Glandt, Sarthak Khanal, Yingjie Li, Doina Caragea, Cornelia Caragea:
Stance Detection in COVID-19 Tweets. ACL/IJCNLP (1) 2021: 1596-1611 - Sarthak Khanal, Doina Caragea:
Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event. EMNLP (Findings) 2021: 4051-4056 - Soudabeh Taghian Dinani, Doina Caragea:
Disaster Image Classification Using Capsule Networks. IJCNN 2021: 1-8 - Hongmin Li, Doina Caragea, Cornelia Caragea:
Combining Self-training with Deep Learning for Disaster Tweet Classification. ISCRAM 2021: 719-730 - Tiberiu Sosea, Iustin Sirbu, Cornelia Caragea, Doina Caragea, Traian Rebedea:
Using the Image-Text Relationship to Improve Multimodal Disaster Tweet Classification. ISCRAM 2021: 691-704 - Sarthak Khanal, Rus Refati, Kyle Glandt, Doina Caragea, Sifan Xu, Chien-Fei Chen:
Using Content Analysis and Machine Learning to Identify COVID-19 Information Relevant to Low-income Households on Social Media. ISPA/BDCloud/SocialCom/SustainCom 2021: 1522-1531 - Nawaf Alharbi, Doina Caragea:
Cross-Domain Attentive Sequential Recommendations based on General and Current User Preferences (CD-ASR). WI/IAT 2021: 48-55 - Sarthak Khanal, Maria Traskowsky, Doina Caragea:
Identification of Fine-Grained Location Mentions in Crisis Tweets. CoRR abs/2111.06334 (2021) - 2020
- Chaoxin Wang, Xukun Li, Doina Caragea, Raju Bheemanahalli, S. V. Krishna Jagadish:
Root anatomy based on root cross-section image analysis with deep learning. Comput. Electron. Agric. 175: 105549 (2020) - Muhammad Imran, Ferda Ofli, Doina Caragea, Antonio Torralba:
Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions. Inf. Process. Manag. 57(5): 102261 (2020) - Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea:
On Identifying Hashtags in Disaster Twitter Data. AAAI 2020: 498-506 - Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea:
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup. ACL (student) 2020: 292-298 - Doina Caragea, Mark Chen, Theodor Cojoianu, Mihai Dobri, Kyle Glandt, George Mihaila:
Identifying FinTech Innovations Using BERT. IEEE BigData 2020: 1117-1126 - Dewan Chaulagain, Prabesh Poudel, Prabesh Pathak, Sankardas Roy, Doina Caragea, Guojun Liu, Xinming Ou:
Hybrid Analysis of Android Apps for Security Vetting using Deep Learning. CNS 2020: 1-9 - Xukun Li, Doina Caragea:
Improving Disaster-related Tweet Classification with a Multimodal Approach. ISCRAM 2020: 893-902 - Nasik Muhammad Nafi, Avishek Bose, Sarthak Khanal, Doina Caragea, William H. Hsu:
Abstractive Text Summarization of Disaster-Related Documents. ISCRAM 2020: 881-892 - Xukun Li, Doina Caragea:
Domain Adaptation with Reconstruction for Disaster Tweet Classification. SIGIR 2020: 1561-1564 - Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea:
On Identifying Hashtags in Disaster Twitter Data. CoRR abs/2001.01323 (2020) - 2019
- Reza Mazloom, Hongmin Li, Doina Caragea, Cornelia Caragea, Muhammad Imran:
A Hybrid Domain Adaptation Approach for Identifying Crisis-Relevant Tweets. Int. J. Inf. Syst. Crisis Response Manag. 11(2): 1-19 (2019) - Xukun Li, Doina Caragea, Huaiyu Zhang, Muhammad Imran:
Localizing and quantifying infrastructure damage using class activation mapping approaches. Soc. Netw. Anal. Min. 9(1): 44:1-44:15 (2019)
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