138 Publications (Page 1 of 6)
2023
Leveraging Existing Literature on the Web and Deep Neural Models to Build a Knowledge Graph Focused on Water Quality and Health Risks
2022
Deep learning based high-throughput phenotyping of chalkiness in rice exposed to high night temperatureWang, Chaoxin⋅Wang, Chaoxin⋅Caragea, Doina⋅Caragea, Doina⋅Narayana, Nisarga Kodadinne⋅Narayana, Nisarga Kodadinne⋅Hein, Nathan T.⋅Hein, Nathan T.⋅Bheemanahalli, Raju⋅Bheemanahalli, Raju⋅Somayanda, Impa M.⋅Somayanda, Impa M.⋅Jagadish, S. V. Krishna and Jagadish, S. V. KrishnaPlant Methods, vol. 18.
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2021
Aligning EHR Data for Pediatric Leukemia With Standard Protocol Therapy.Wood, Nicole M⋅Davis, Sierra⋅Lewing, Karen⋅Noel-MacDonnell, Janelle⋅Glynn, Earl F⋅Caragea, Doina and Hoffman, Mark AJCO clinical cancer informatics, vol. 5, pp. 239-251, March 2021.
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Classical Phenotyping and Deep Learning Concur on Genetic Control of Stomatal Density and Area in Sorghum.Bheemanahalli, Raju⋅Bheemanahalli, Raju⋅Wang, Chaoxin⋅Wang, Chaoxin⋅Bashir, Elfadil⋅Bashir, Elfadil⋅Chiluwal, Anuj⋅Chiluwal, Anuj⋅Pokharel, Meghnath⋅Pokharel, Meghnath⋅Perumal, Ramasamy⋅Perumal, Ramasamy⋅Moghimi, Naghmeh⋅Moghimi, Naghmeh⋅Ostmeyer, Troy⋅Ostmeyer, Troy⋅Caragea, Doina⋅Caragea, Doina⋅Jagadish, S V Krishna and Jagadish, S.V. KrishnaPlant physiology, April 15, 2021.
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2020
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold MixupChowdhury, Jishnu Ray⋅Caragea, Cornelia and Caragea, DoinaAssociation for Computational Linguistics
Domain Adaptation with Reconstruction for Disaster Tweet ClassificationLi, Xukun and Caragea, DoinaACM
Experimental Study of Machine Learning based Malware Detection Systems’ Practical UtilityLi, Yuping⋅Caragea, Doina⋅Hall, Lawrence and Ou, Xingmin
Hybrid Analysis of Android Apps for Security Vetting using Deep LearningChaulagain, D.⋅Poudel, P.⋅Pathak, P.⋅Roy, S.⋅Caragea, D.⋅Liu, G. and Ou, X.
Improving Disaster-related Tweet Classification with a Multimodal ApproachLi, Xukun and Caragea, Doina
On Identifying Hashtags in Disaster Twitter DataChowdhury, J.R.⋅Chowdhury, Jishnu Ray⋅Caragea, Cornelia⋅Caragea, C.⋅Caragea, D. and Caragea, Doina(pp. 498–506). Association for the Advancement of Artificial Intelligence (AAAI)
Root anatomy based on root cross-section image analysis with deep learningWang, Chaoxin⋅Li, Xukun⋅Caragea, Doina⋅Bheemanahallia, Raju and Jagadish, SV KComputers and Electronics in Agriculture, vol. 175, Aug 2020.
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Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future DirectionsImran, Muhammad⋅Ofli, Ferda⋅Caragea, Doina and Torralba, AntonioInformation Processing & Management, vol. 57, pp. 102261.
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2019
A Hybrid Domain Adaptation Approach for Identifying Crisis-Relevant TweetsLi, Hongmin⋅Li, Hongmin⋅Caragea, Doina⋅Caragea, Doina⋅Caragea, Cornelia⋅Caragea, Cornelia⋅Mazloom, Reza⋅Mazloom, Reza⋅Imran, Muhammad and Imran, MuhammadInternational Journal of Information Systems for Crisis Response and Management, vol. 11, (no. 2), pp. 1-19, Jul-Sep 2019.
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Identifying Android malware using network-based approachesAlfs, Emily⋅Caragea, Doina⋅Chaulagain, Dewan⋅Roy, Sankardas⋅Albin, Nathan and Poggi-Corradini, PietroACM
Identifying Android Malware Using Network-Based ApproachesAlfs, Emily⋅Caragea, Doina⋅Albin, Nathan and Poggi-Corradini, Pietro(pp. 9911–9912). Association for the Advancement of Artificial Intelligence (AAAI)
Identifying Disaster Damage Images Using a Domain Adaptation ApproachLi, Xukun⋅Li, X.⋅Caragea, C.⋅Caragea, Doina⋅Caragea, Cornelia⋅Caragea, D.⋅Imran, M.⋅Imran, Muhammad⋅Ofli, Ferda and Ofli, F.
Keyphrase Extraction from Disaster-related TweetsChowdhury, J.R.⋅Chowdhury, Jishnu Ray⋅Caragea, Cornelia⋅Caragea, C.⋅Caragea, D. and Caragea, DoinaACM Press
Localizing and quantifying infrastructure damage using class activation mapping approachesLi, Xukun⋅Caragea, Doina⋅Zhang, Huaiyu and Imran, MuhammadSocial Network Analysis and Mining, vol. 9.
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Refining a coding scheme to identify actionable information on social mediaKropczynski, J.⋅Kropczynski, J.⋅Halse, S.⋅Halse, S.⋅Caragea, D.⋅Caragea, D.⋅Grace, R.⋅Grace, R.⋅Elrod, N.⋅Elrod, N.⋅Caragea, C.⋅Caragea, C.⋅Tapia, A. and Tapia, A.(pp. 916-922)
Sympathy detection in disaster Twitter dataLi, Y.⋅Li, Y.⋅Caragea, C.⋅Caragea, C.⋅Park, S.⋅Park, S.⋅Caragea, D.⋅Caragea, D.⋅Tapia, A. and Tapia, A.(pp. 788-798)
2018
Classification of Twitter Disaster Data Using a Hybrid Feature-Instance Adaptation ApproachMazloom, Reza⋅Li, Hongmin⋅Caragea, Doina⋅Caragea, Cornelia and Imran, Muhammad
Comparative genomics reveals differences in mobile virulence genes of Escherichia coli O103 pathotypes of bovine fecal originNoll, Lance W⋅Noll, Lance⋅Worley, Jay N⋅Worley, Jay⋅Yang, Xun⋅Yang, Xun⋅Shridhar, Pragathi B⋅Shridhar, Pragathi⋅Ludwig, Justin⋅Ludwig, Justin B⋅Shi, Xiaorong⋅Shi, Xiaorong⋅Bai, Jianfa⋅Bai, Jianfa⋅Caragea, Doina⋅Caragea, Doina⋅Meng, Jianghong⋅Meng, Jianghong⋅Nagaraja, T G and Nagaraja, TPLoS One, vol. 13, (no. 2), Feb 2018.
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Comparison of Word Embeddings and Sentence Encodings as Generalized Representations for Crisis Tweet Classification TasksLi, Hongmin⋅Caragea, Doina⋅Li, Xukun and Caragea, Cornelia(pp. 13)
Deep neural networks versus naïve bayes classifiers for identifying informative tweets during disastersNeppalli, V.K.⋅Neppalli, V.K.⋅Caragea, C.⋅Caragea, C.⋅Caragea, D. and Caragea, D.(pp. 677-686)
Disaster response aided by tweet classification with a domain adaptation approachLi, H.⋅Li, Hongmin⋅Li, Hongmin⋅Caragea, Doina⋅Caragea, D.⋅Caragea, Doina⋅Caragea, Cornelia⋅Caragea, C.⋅Caragea, Cornelia⋅Herndon, N.⋅Herndon, Nic and Herndon, NicJournal of Contingencies and Crisis Management, vol. 26, pp. 16–27.
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