- 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) - Emily Alfs, Doina Caragea, Nathan Albin, Pietro Poggi-Corradini:
Identifying Android Malware Using Network-Based Approaches. AAAI 2019: 9911-9912 - Emily Alfs, Doina Caragea, Dewan Chaulagain, Sankardas Roy, Nathan Albin, Pietro Poggi-Corradini:
Identifying Android malware using network-based approaches. ASONAM 2019: 903-906 - Jess Kropczynski, Rob Grace, Shane E. Halse, Doina Caragea, Cornelia Caragea, Andrea H. Tapia:
Refining a Coding Scheme to Identify Actionable Information on Social Media. ISCRAM 2019 - Xukun Li, Doina Caragea, Cornelia Caragea, Muhammad Imran, Ferda Ofli:
Identifying Disaster Damage Images Using a Domain Adaptation Approach. ISCRAM 2019 - Yingjie Li, Seoyeon Park, Cornelia Caragea, Doina Caragea, Andrea H. Tapia:
Sympathy Detection in Disaster Twitter Data. ISCRAM 2019 - Ioana Stefan, Traian Rebedea, Doina Caragea:
Classification of eyewitness tweets in emergency situations. RoCHI 2019: 46-52 - Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea:
Keyphrase Extraction from Disaster-related Tweets. WWW 2019: 1555-1566 - Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea:
Keyphrase Extraction from Disaster-related Tweets. CoRR abs/1910.07897 (2019) - 2018
- Hongmin Li, Oleksandra Sopova, Doina Caragea, Cornelia Caragea:
Domain Adaptation for Crisis Data Using Correlation Alignment and Self-Training. Int. J. Inf. Syst. Crisis Response Manag. 10(4): 1-20 (2018) - Xukun Li, Doina Caragea, Huaiyu Zhang, Muhammad Imran:
Localizing and Quantifying Damage in Social Media Images. ASONAM 2018: 194-201 - Reza Mazloom, HongMin Li, Doina Caragea, Muhammad Imran, Cornelia Caragea:
Classification of Twitter Disaster Data Using a Hybrid Feature-Instance Adaptation Approach. ISCRAM 2018 - Venkata Kishore Neppalli, Cornelia Caragea, Doina Caragea:
Deep Neural Networks versus Naive Bayes Classifiers for Identifying Informative Tweets during Disasters. ISCRAM 2018 - Xukun Li, Huaiyu Zhang, Doina Caragea, Muhammad Imran:
Localizing and Quantifying Damage in Social Media Images. CoRR abs/1806.07378 (2018) - 2017
- Ana Stanescu, Doina Caragea:
An empirical study of self-training and data balancing techniques for splice site prediction. Int. J. Bioinform. Res. Appl. 13(1): 40-61 (2017) - Jordan DeLoach, Doina Caragea, Xinming Ou:
Android Malware Detection with Weak Ground Truth Data. AAAI 2017: 4915-4916 - Jordan DeLoach, Doina Caragea:
Twitter-enhanced Android malware detection. IEEE BigData 2017: 4648-4657 - Hongmin Li, Doina Caragea, Cornelia Caragea:
Towards Practical Usage of a Domain Adaptation Algorithm in the Early Hours of a Disaster. ISCRAM 2017 - 2016
- Ana Stanescu, Karthik Tangirala, Doina Caragea:
Predicting alternatively spliced exons using semi-supervised learning. Int. J. Data Min. Bioinform. 14(1): 1-21 (2016) - Venkata Kishore Neppalli, Cornelia Caragea, Doina Caragea, Murilo Cerqueira Medeiros, Andrea H. Tapia, Shane E. Halse:
Predicting Tweet Retweetability during Hurricane Disasters. Int. J. Inf. Syst. Crisis Response Manag. 8(3): 32-50 (2016) - Nic Herndon, Doina Caragea:
An evaluation of approaches for using unlabeled data with domain adaptation. Netw. Model. Anal. Health Informatics Bioinform. 5(1): 25 (2016) - Ana Stanescu, Karthik Tangirala, Doina Caragea:
Study of transductive learning and unsupervised feature construction methods for biological sequence classification. ASONAM 2016: 999-1006 - Jordan DeLoach, Doina Caragea, Xinming Ou:
Android malware detection with weak ground truth data. IEEE BigData 2016: 3457-3464 - Nic Herndon, Doina Caragea:
Ab initio Splice Site Prediction with Simple Domain Adaptation Classifiers. BIOINFORMATICS 2016: 245-252 - Venkata Kishore Neppalli, Murilo Cerqueira Medeiros, Cornelia Caragea, Doina Caragea, Andrea H. Tapia, Shane E. Halse:
Retweetability Analysis and Prediction during Hurricane Sandy. ISCRAM 2016 - 2015
- Su Zhang, Xinming Ou, Doina Caragea:
Predicting Cyber Risks through National Vulnerability Database. Inf. Secur. J. A Glob. Perspect. 24(4-6): 194-206 (2015) - Rohit Parimi, Doina Caragea:
Leveraging Multiple Networks for Author Personalization. AAAI Workshop: Scholarly Big Data 2015 - Sankardas Roy, Jordan DeLoach, Yuping Li, Nic Herndon, Doina Caragea, Xinming Ou, Venkatesh Prasad Ranganath, Hongmin Li, Nicolais Guevara:
Experimental Study with Real-world Data for Android App Security Analysis using Machine Learning. ACSAC 2015: 81-90 - Nic Herndon, Doina Caragea:
An Evaluation of Self-training Styles for Domain Adaptation on the Task of Splice Site Prediction. ASONAM 2015: 1042-1047 - Rohit Parimi, Toma Trepka, Doina Caragea, Cody Bennett:
How to Choose a Recommender System: Insights and Experiences for Large-Scale User Personalization. BigData Congress 2015: 475-482