Doina Caragea

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 56

Top Venues

Publications

Nikesh Gyawali, Iustin Sirbu, Tiberiu Sosea, Sarthak Khanal, Doina Caragea, Traian Rebedea, Cornelia Caragea
GunStance: Stance Detection for Gun Control and Gun Regulation. ACL (1) (2024)
Bishwas Mandal, Sarthak Khanal, Doina Caragea
Contrastive Learning for Multimodal Classification of Crisis related Tweets. WWW (2024)
Henry Peng Zou, Yue Zhou, Cornelia Caragea, Doina Caragea
CrisisMatch: Semi-Supervised Few-Shot Learning for Fine-Grained Disaster Tweet Classification. CoRR (2023)
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)
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)
Soudabeh Taghian Dinani, Doina Caragea
Disaster Image Classification Using Pre-trained Transformer and Contrastive Learning Models. DSAA (2023)
Soudabeh Taghian Dinani, Doina Caragea
A Comparison Study for Disaster Tweet Classification Using Deep Learning Models. DATA (2023)
Sarthak Khanal, Maria Traskowsky, Doina Caragea
Identification of Fine-Grained Location Mentions in Crisis Tweets. LREC (2022)
Chaoxin Wang, Nicolais Guevara, Doina Caragea
Using Deep Learning to Improve Detection and Decoding Of Barcodes. ICIP (2022)
Iustin Sirbu, Tiberiu Sosea, Cornelia Caragea, Doina Caragea, Traian Rebedea
Multimodal Semi-supervised Learning for Disaster Tweet Classification. COLING (2022)
Kyle Glandt, Sarthak Khanal, Yingjie Li, Doina Caragea, Cornelia Caragea
Stance Detection in COVID-19 Tweets. ACL/IJCNLP (1) (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) (2021)
Krutarth Patel, Cornelia Caragea, Doina Caragea, C. Lee Giles
Author Homepage Discovery in CiteSeerX. AAAI (2021)
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)
Soudabeh Taghian Dinani, Doina Caragea
Disaster Image Classification Using Capsule Networks. IJCNN (2021)
Sarthak Khanal, Doina Caragea
Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event. EMNLP (Findings) (2021)
Nawaf Alharbi, Doina Caragea
Cross-Domain Attentive Sequential Recommendations based on General and Current User Preferences (CD-ASR). WI/IAT (2021)
Hongmin Li, Doina Caragea, Cornelia Caragea
Combining Self-training with Deep Learning for Disaster Tweet Classification. ISCRAM (2021)
Sarthak Khanal, Maria Traskowsky, Doina Caragea
Identification of Fine-Grained Location Mentions in Crisis Tweets. CoRR (2021)
Tiberiu Sosea, Iustin Sirbu, Cornelia Caragea, Doina Caragea, Traian Rebedea
Using the Image-Text Relationship to Improve Multimodal Disaster Tweet Classification. ISCRAM (2021)
Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea
On Identifying Hashtags in Disaster Twitter Data. CoRR (2020)
Xukun Li, Doina Caragea
Domain Adaptation with Reconstruction for Disaster Tweet Classification. SIGIR (2020)
Xukun Li, Doina Caragea
Improving Disaster-related Tweet Classification with a Multimodal Approach. ISCRAM (2020)
Doina Caragea, Mark Chen, Theodor Cojoianu, Mihai Dobri, Kyle Glandt, George Mihaila
Identifying FinTech Innovations Using BERT. IEEE BigData (2020)
Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup. ACL (student) (2020)
Nasik Muhammad Nafi, Avishek Bose, Sarthak Khanal, Doina Caragea, William H. Hsu
Abstractive Text Summarization of Disaster-Related Documents. ISCRAM (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) (2020)
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)
Chaoxin Wang, Xukun Li, Doina Caragea, Raju Bheemanahallia, S. V. Krishna Jagadish
Root anatomy based on root cross-section image analysis with deep learning. Comput. Electron. Agric. 175 (2020)
Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea
On Identifying Hashtags in Disaster Twitter Data. AAAI (2020)
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)
Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea
Keyphrase Extraction from Disaster-related Tweets. WWW (2019)
Emily Alfs, Doina Caragea, Dewan Chaulagain, Sankardas Roy, Nathan Albin, Pietro Poggi-Corradini
Identifying Android malware using network-based approaches. ASONAM (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) (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) (2019)
Ioana Stefan, Traian Rebedea, Doina Caragea
Classification of eyewitness tweets in emergency situations. RoCHI (2019)
Yingjie Li, Seoyeon Park, Cornelia Caragea, Doina Caragea, Andrea H. Tapia
Sympathy Detection in Disaster Twitter Data. ISCRAM (2019)
Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea
Keyphrase Extraction from Disaster-related Tweets. CoRR (2019)
Emily Alfs, Doina Caragea, Nathan Albin, Pietro Poggi-Corradini
Identifying Android Malware Using Network-Based Approaches. AAAI (2019)
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) (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, Doina Caragea, Huaiyu Zhang, Muhammad Imran
Localizing and Quantifying Damage in Social Media Images. ASONAM (2018)
Xukun Li, Huaiyu Zhang, Doina Caragea, Muhammad Imran
Localizing and Quantifying Damage in Social Media Images. CoRR (2018)
Reza Mazloom, HongMin Li, Doina Caragea, Muhammad Imran, Cornelia Caragea
Classification of Twitter Disaster Data Using a Hybrid Feature-Instance Adaptation Approach. ISCRAM (2018)
Hongmin Li, Doina Caragea, Cornelia Caragea
Towards Practical Usage of a Domain Adaptation Algorithm in the Early Hours of a Disaster. ISCRAM (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) (2017)
Jordan DeLoach, Doina Caragea, Xinming Ou
Android Malware Detection with Weak Ground Truth Data. AAAI (2017)
Jordan DeLoach, Doina Caragea
Twitter-enhanced Android malware detection. IEEE BigData (2017)
Jordan DeLoach, Doina Caragea, Xinming Ou
Android malware detection with weak ground truth data. IEEE BigData (2016)
Ana Stanescu, Karthik Tangirala, Doina Caragea
Predicting alternatively spliced exons using semi-supervised learning. Int. J. Data Min. Bioinform. 14 (1) (2016)
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)
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) (2016)
Ana Stanescu, Karthik Tangirala, Doina Caragea
Study of transductive learning and unsupervised feature construction methods for biological sequence classification. ASONAM (2016)
Nic Herndon, Doina Caragea
An evaluation of approaches for using unlabeled data with domain adaptation. Netw. Model. Anal. Health Informatics Bioinform. 5 (1) (2016)
Nic Herndon, Doina Caragea
Ab initio Splice Site Prediction with Simple Domain Adaptation Classifiers. BIOINFORMATICS (2016)
Nic Herndon, Doina Caragea
An Evaluation of Self-training Styles for Domain Adaptation on the Task of Splice Site Prediction. ASONAM (2015)
Rohit Parimi, Doina Caragea
Cross-Domain Matrix Factorization for Multiple Implicit-Feedback Domains. MOD (2015)
Karthik Tangirala, Nic Herndon, Doina Caragea
Community Detection-Based Feature Construction for Protein Sequence Classification. ISBRA (2015)
Ana Stanescu, Doina Caragea
Predicting cassette exons using transductive learning approaches. CIBCB (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)
Hongmin Li, Nicolais Guevara, Nic Herndon, Doina Caragea, Kishore Neppalli, Cornelia Caragea, Anna Cinzia Squicciarini, Andrea H. Tapia
Twitter Mining for Disaster Response: A Domain Adaptation Approach. ISCRAM (2015)
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)
Nic Herndon, Doina Caragea
Domain Adaptation with Logistic Regression for the Task of Splice Site Prediction. ISBRA (2015)
Su Zhang, Xinming Ou, Doina Caragea
Predicting Cyber Risks through National Vulnerability Database. Inf. Secur. J. A Glob. Perspect. 24 (4-6) (2015)
Rohit Parimi, Doina Caragea
Leveraging Multiple Networks for Author Personalization. AAAI Workshop: Scholarly Big Data (2015)
Nic Herndon, Doina Caragea
Empirical Study of Domain Adaptation Algorithms on the Task of Splice Site Prediction. BIOSTEC (Selected Papers) (2014)
Rohit Parimi, Doina Caragea
Community Detection on Large Graph Datasets for Recommender Systems. ICDM Workshops (2014)
Nic Herndon, Doina Caragea
Empirical Study of Domain Adaptation with Naïve Bayes on the Task of Splice Site Prediction. BIOINFORMATICS (2014)
Karthik Tangirala, Doina Caragea
Community detection-based features for sequence classification. BCB (2014)
Ana Stanescu, Doina Caragea
Ensemble-based semi-supervised learning approaches for imbalanced splice site datasets. BIBM (2014)
Nic Herndon, Karthik Tangirala, Doina Caragea
Predicting protein localization using a domain adaptation na¨ıve Bayes classifier with burrows wheeler transform features. BIBM (2014)
Karthik Tangirala, Doina Caragea
Generating Features using Burrows Wheeler Transformation for Biological Sequence Classification. BIOINFORMATICS (2014)
Ana Stanescu, Swapnil Nagar, Doina Caragea
A Hybrid Recommender System: User Profiling from Keywords and Ratings. Web Intelligence (2013)
Nic Herndon, Doina Caragea
Naïve Bayes Domain Adaptation for Biological Sequences. BIOINFORMATICS (2013)
Srilaxmi Cheeti, Ana Stanescu, Doina Caragea
Cross-domain Sentiment Classification using an Adapted Naïve Bayes Approach and Features Derived from Syntax Trees. KDIR/KMIS (2013)
Nic Herndon, Doina Caragea
Predicting Protein Localization Using a Domain Adaptation Approach. BIOSTEC (Selected Papers) (2013)
Loai Zomlot, Sathya Chandran Sundaramurthy, Doina Caragea, Xinming Ou
Aiding Intrusion Analysis Using Machine Learning. ICMLA (2) (2013)
Rohit Parimi, Doina Caragea, Dale Wunderlich
Economic Development through Business Profiling: A Text Analysis Based Approach. Web Intelligence (2013)
Rohit Parimi, Doina Caragea
Pre-release Box-Office Success Prediction for Motion Pictures. MLDM (2013)
Wesam Elshamy, Doina Caragea, William H. Hsu
KSU KDD: Word Sense Induction by Clustering in Topic Space CoRR (2013)
Karthik Tangirala, Doina Caragea
Extraction of gene regulatory networks from biological literature. ICCABS (2013)
Ana Stanescu, Doina Caragea
Semi-supervised Learning of Alternatively Spliced Exons using Expectation Maximization Type Approaches. BIOINFORMATICS (2012)
Su Zhang, Doina Caragea, Xinming Ou
An Empirical Study on Using the National Vulnerability Database to Predict Software Vulnerabilities. DEXA (1) (2011)
Karthik Tangirala, Doina Caragea
Semi-supervised Learning of Alternatively Spliced Exons Using Co-training. BIBM (2011)
Cornelia Caragea, Adrian Silvescu, Saurabh Kataria, Doina Caragea, Prasenjit Mitra
Classifying Scientific Publications Using Abstract Features. SARA (2011)
Vishal Bahirwani, Doina Caragea
. BCB (2011)
Rohit Parimi, Doina Caragea
Predicting Friendship Links in Social Networks Using a Topic Modeling Approach. PAKDD (2) (2011)
Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant G. Honavar
Semi-supervised sequence classification using abstraction augmented Markov models. BCB (2010)
Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant G. Honavar
Abstraction Augmented Markov Models. ICDM (2010)
Svitlana Volkova, Doina Caragea, William H. Hsu, John Drouhard, Landon Fowles
Boosting Biomedical Entity Extraction by Using Syntactic Patterns for Semantic Relation Discovery. Web Intelligence (2010)
Jing Xia, Doina Caragea, Susan J. Brown
Prediction of alternatively spliced exons using Support Vector Machines. Int. J. Data Min. Bioinform. 4 (4) (2010)
Hee Shin Kim, Terence Murphy, Jing Xia, Doina Caragea, Yoonseong Park, Richard W. Beeman, Marcé D. Lorenzen, Stephen Butcher, J. Robert Manak, Susan J. Brown
. Nucleic Acids Res. 38 (Database-Issue) (2010)
Wesam Elshamy, Doina Caragea, William H. Hsu
KSU KDD: Word Sense Induction by Clustering in Topic Space. SemEval@ACL (2010)
Cornelia Caragea, Doina Caragea, Adrian Silvescu, Vasant G. Honavar
Semi-supervised prediction of protein subcellular localization using abstraction augmented Markov models. BMC Bioinform. 11 (S-8) (2010)
Cornelia Caragea, Doina Caragea, Vasant G. Honavar
Learning Link-Based Naïve Bayes Classifiers from Ontology-Extended Distributed Data. OTM Conferences (2) (2009)
Doina Caragea, Vikas Bahirwani, Waleed Aljandal, William H. Hsu
Ontology-Based Link Prediction in the LiveJournal Social Network. SARA (2009)
Swarnim Kulkarni, Doina Caragea
Computation of the Semantic Relatedness between Words using Concept Clouds. KDIR (2009)
Jing Xia, Doina Caragea, William H. Hsu
Bi-relational Network Analysis Using a Fast Random Walk with Restart. ICDM (2009)
Swarnim Kulkarni, Doina Caragea
Towards Bridging the Web and the Semantic Web. Web Intelligence (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Doina Caragea