Doina Caragea - RankMe

157 papers A* 13A 1B 18C 3Misc 3Journal 31Unranked 83

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Leveraging Large Language Models for Automated Scalable Development of Open Scientific Databases. CoRR Nikita Gautam, Doina Caragea, Ignacio Ciampitti, Federico Gomez
2026	J	`jnl`	Practical Insights into Semi-Supervised Object Detection Approaches. CoRR Chaoxin Wang, Bharaneeshwar Balasubramaniyam, Anurag Sangem, Nicolais Guevara, Doina Caragea
2025	—	`conf`	A MISMATCHED Benchmark for Scientific Natural Language Inference. ACL (Findings) Firoz Shaik, Mobashir Sadat, Nikita Gautam, Doina Caragea, Cornelia Caragea
2025	J	`jnl`	A MISMATCHED Benchmark for Scientific Natural Language Inference. CoRR Firoz Shaik, Mobashir Sadat, Nikita Gautam, Doina Caragea, Cornelia Caragea
2025	B	`conf`	AutoPK: Leveraging LLMs and a Hybrid Similarity Metric for Advanced Retrieval of Pharmacokinetic Data From Complex Tables and Documents. ICTAI Hossein Sholehrasa, Amirhossein Ghanaatian, Doina Caragea, Lisa Ann Tell, Jim Edmond S. Riviere, Majid Jaberi Douraki
2025	J	`jnl`	AutoPK: Leveraging LLMs and a Hybrid Similarity Metric for Advanced Retrieval of Pharmacokinetic Data from Complex Tables and Documents. CoRR Hossein Sholehrasa, Amirhossein Ghanaatian, Doina Caragea, Lisa Ann Tell, Jim Edmond S. Riviere, Majid Jaberi Douraki
2025	J	`jnl`	Benchmarking Android Malware Detection: Rethinking the Role of Traditional and Deep Learning Models. CoRR Guojun Liu, Doina Caragea, Xinming Ou, Sankardas Roy
2025	J	`jnl`	Evaluating Large Language Models for Stance Detection on Financial Targets from SEC Filing Reports and Earnings Call Transcripts. CoRR Nikesh Gyawali, Doina Caragea, Alex Vasenkov, Cornelia Caragea
2025	J	`jnl`	FusionESP: Improved Enzyme-Substrate Pair Prediction by Fusing Protein and Chemical Knowledge. J. Chem. Inf. Model. Zhenjiao Du, Weimin Fu, Xiaolong Guo, Doina Caragea, Yonghui Li
2025	—	`conf`	Multimodal Disaster-Related Tweet Classification with Parameter-Efficient Fine-Tuning of Large Language Models. ASONAM (3) Dongping Guo, Anh Tran, Xinli Xiao, Hongmin Li, Doina Caragea
2025	B	`conf`	Predictive Modeling and Explainable AI for Veterinary Safety Profiles, Residue Assessment, and Health Outcomes Using Real-World Data and Physicochemical Properties. IEEE Big Data Hossein Sholehrasa, Xuan Xu, Doina Caragea, Jim Edmond S. Riviere, Majid Jaberi Douraki
2025	J	`jnl`	Predictive Modeling and Explainable AI for Veterinary Safety Profiles, Residue Assessment, and Health Outcomes Using Real-World Data and Physicochemical Properties. CoRR Hossein Sholehrasa, Xuan Xu, Doina Caragea, Jim Edmond S. Riviere, Majid Jaberi Douraki
2025	B	`conf`	Semi-Supervised Relation Extraction Informed by Area Under the Margin Ranking and Large Language Models. DSAA Nikita Gautam, Bipin Paudel, Doina Caragea, Cornelia Caragea
2025	J	`jnl`	The Shifting Landscape of Vaccine Discourse: Insights From a Decade of Pre- to Post-COVID-19 Vaccine Posts on Social Media. CoRR Nikesh Gyawali, Doina Caragea, Cornelia Caragea, Saif M. Mohammad
2024	A*	`conf`	Contrastive Learning for Multimodal Classification of Crisis related Tweets. WWW Bishwas Mandal, Sarthak Khanal, Doina Caragea
2024	—	`conf`	GunStance: Stance Detection for Gun Control and Gun Regulation. ACL (1) Nikesh Gyawali, Iustin Sirbu, Tiberiu Sosea, Sarthak Khanal, Doina Caragea, Traian Rebedea, Cornelia Caragea
2024	B	`conf`	Predicting Surface Water Bacteria Levels Using Transfer Learning and Domain Adaptation. IEEE Big Data Ali Elahi, David Shumway, Megan Kowalcyk, Abhilasha Shrestha, Nikita Gautam, Doina Caragea, Cornelia Caragea, Samuel Dorevitch
2024	J	`jnl`	The Impact of Train-Test Leakage on Machine Learning-based Android Malware Detection. CoRR Guojun Liu, Doina Caragea, Xinming Ou, Sankardas Roy
2023	C	`conf`	A Comparison Study for Disaster Tweet Classification Using Deep Learning Models. DATA Soudabeh Taghian Dinani, Doina Caragea
2023	J	`jnl`	CrisisMatch: Semi-Supervised Few-Shot Learning for Fine-Grained Disaster Tweet Classification. CoRR Henry Peng Zou, Yue Zhou, Cornelia Caragea, Doina Caragea
2023	B	`conf`	Disaster Image Classification Using Pre-trained Transformer and Contrastive Learning Models. DSAA Soudabeh Taghian Dinani, Doina Caragea
2023	A*	`conf`	Leveraging Existing Literature on the Web and Deep Neural Models to Build a Knowledge Graph Focused on Water Quality and Health Risks. WWW Nikita Gautam, David Shumway, Megan Kowalcyk, Sarthak Khanal, Doina Caragea, Cornelia Caragea, Hande McGinty, Samuel Dorevitch
2023	—	`conf`	Predicting Pedestrian Involvement in Fatal Crashes Using a TabNet Deep Learning Model. IWCTS@SIGSPATIAL Omar Al-Ani, Saquib Mohammed Haroon, Doina Caragea, H. M. Abdul Aziz, Eric J. Fitzsimmons
2022	B	`conf`	Identification of Fine-Grained Location Mentions in Crisis Tweets. LREC Sarthak Khanal, Maria Traskowsky, Doina Caragea
2022	B	`conf`	Multimodal Semi-supervised Learning for Disaster Tweet Classification. COLING Iustin Sirbu, Tiberiu Sosea, Cornelia Caragea, Doina Caragea, Traian Rebedea
2022	B	`conf`	Using Deep Learning to Improve Detection and Decoding Of Barcodes. ICIP Chaoxin Wang, Nicolais Guevara, Doina Caragea
2021	A*	`conf`	Author Homepage Discovery in CiteSeerX. AAAI Krutarth Patel, Cornelia Caragea, Doina Caragea, C. Lee Giles
2021	—	`conf`	Combining Self-training with Deep Learning for Disaster Tweet Classification. ISCRAM Hongmin Li, Doina Caragea, Cornelia Caragea
2021	—	`conf`	Cross-Domain Attentive Sequential Recommendations based on General and Current User Preferences (CD-ASR). WI/IAT Nawaf Alharbi, Doina Caragea
2021	B	`conf`	Disaster Image Classification Using Capsule Networks. IJCNN Soudabeh Taghian Dinani, Doina Caragea
2021	J	`jnl`	Identification of Fine-Grained Location Mentions in Crisis Tweets. CoRR Sarthak Khanal, Maria Traskowsky, Doina Caragea
2021	J	`jnl`	Leveraging attention-based deep neural networks for security vetting of Android applications. EAI Endorsed Trans. Security Safety Prabesh Pathak, Prabesh Poudel, Sankardas Roy, Doina Caragea
2021	—	`conf`	Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event. EMNLP (Findings) Sarthak Khanal, Doina Caragea
2021	—	`conf`	Stance Detection in COVID-19 Tweets. ACL/IJCNLP (1) Kyle Glandt, Sarthak Khanal, Yingjie Li, Doina Caragea, Cornelia Caragea
2021	—	`conf`	Using Content Analysis and Machine Learning to Identify COVID-19 Information Relevant to Low-income Households on Social Media. ISPA/BDCloud/SocialCom/SustainCom Sarthak Khanal, Rus Refati, Kyle Glandt, Doina Caragea, Sifan Xu, Chien-Fei Chen
2021	—	`conf`	Using the Image-Text Relationship to Improve Multimodal Disaster Tweet Classification. ISCRAM Tiberiu Sosea, Iustin Sirbu, Cornelia Caragea, Doina Caragea, Traian Rebedea
2020	—	`conf`	Abstractive Text Summarization of Disaster-Related Documents. ISCRAM Nasik Muhammad Nafi, Avishek Bose, Sarthak Khanal, Doina Caragea, William H. Hsu
2020	—	`conf`	Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup. ACL (student) Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea
2020	A*	`conf`	Domain Adaptation with Reconstruction for Disaster Tweet Classification. SIGIR Xukun Li, Doina Caragea
2020	—	`conf`	Hybrid Analysis of Android Apps for Security Vetting using Deep Learning. CNS Dewan Chaulagain, Prabesh Poudel, Prabesh Pathak, Sankardas Roy, Doina Caragea, Guojun Liu, Xinming Ou
2020	—	`conf`	Identifying FinTech Innovations Using BERT. IEEE BigData Doina Caragea, Mark Chen, Theodor Cojoianu, Mihai Dobri, Kyle Glandt, George Mihaila
2020	—	`conf`	Improving Disaster-related Tweet Classification with a Multimodal Approach. ISCRAM Xukun Li, Doina Caragea
2020	A*	`conf`	On Identifying Hashtags in Disaster Twitter Data. AAAI Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea
2020	J	`jnl`	On Identifying Hashtags in Disaster Twitter Data. CoRR Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea
2020	J	`jnl`	Root anatomy based on root cross-section image analysis with deep learning. Comput. Electron. Agric. Chaoxin Wang, Xukun Li, Doina Caragea, Raju Bheemanahalli, S. V. Krishna Jagadish
2020	J	`jnl`	Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions. Inf. Process. Manag. Muhammad Imran, Ferda Ofli, Doina Caragea, Antonio Torralba
2019	J	`jnl`	A Hybrid Domain Adaptation Approach for Identifying Crisis-Relevant Tweets. Int. J. Inf. Syst. Crisis Response Manag. Reza Mazloom, Hongmin Li, Doina Caragea, Cornelia Caragea, Muhammad Imran
2019	—	`conf`	Classification of eyewitness tweets in emergency situations. RoCHI Ioana Stefan, Traian Rebedea, Doina Caragea
2019	A*	`conf`	Identifying Android Malware Using Network-Based Approaches. AAAI Emily Alfs, Doina Caragea, Nathan Albin, Pietro Poggi-Corradini
2019	B	`conf`	Identifying Android malware using network-based approaches. ASONAM Emily Alfs, Doina Caragea, Dewan Chaulagain, Sankardas Roy, Nathan Albin, Pietro Poggi-Corradini
2019	—	`conf`	Identifying Disaster Damage Images Using a Domain Adaptation Approach. ISCRAM Xukun Li, Doina Caragea, Cornelia Caragea, Muhammad Imran, Ferda Ofli
2019	A*	`conf`	Keyphrase Extraction from Disaster-related Tweets. WWW Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea
2019	J	`jnl`	Keyphrase Extraction from Disaster-related Tweets. CoRR Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea
2019	J	`jnl`	Localizing and quantifying infrastructure damage using class activation mapping approaches. Soc. Netw. Anal. Min. Xukun Li, Doina Caragea, Huaiyu Zhang, Muhammad Imran
2019	—	`conf`	Refining a Coding Scheme to Identify Actionable Information on Social Media. ISCRAM Jess Kropczynski, Rob Grace, Shane E. Halse, Doina Caragea, Cornelia Caragea, Andrea H. Tapia
2019	—	`conf`	Sympathy Detection in Disaster Twitter Data. ISCRAM Yingjie Li, Seoyeon Park, Cornelia Caragea, Doina Caragea, Andrea H. Tapia
2018	—	`conf`	Classification of Twitter Disaster Data Using a Hybrid Feature-Instance Adaptation Approach. ISCRAM Reza Mazloom, Hongmin Li, Doina Caragea, Muhammad Imran, Cornelia Caragea
2018	—	`conf`	Deep Neural Networks versus Naive Bayes Classifiers for Identifying Informative Tweets during Disasters. ISCRAM Venkata Kishore Neppalli, Cornelia Caragea, Doina Caragea
2018	J	`jnl`	Domain Adaptation for Crisis Data Using Correlation Alignment and Self-Training. Int. J. Inf. Syst. Crisis Response Manag. Hongmin Li, Oleksandra Sopova, Doina Caragea, Cornelia Caragea
2018	B	`conf`	Localizing and Quantifying Damage in Social Media Images. ASONAM Xukun Li, Doina Caragea, Huaiyu Zhang, Muhammad Imran
2018	J	`jnl`	Localizing and Quantifying Damage in Social Media Images. CoRR Xukun Li, Huaiyu Zhang, Doina Caragea, Muhammad Imran
2017	J	`jnl`	An empirical study of self-training and data balancing techniques for splice site prediction. Int. J. Bioinform. Res. Appl. Ana Stanescu, Doina Caragea
2017	A*	`conf`	Android Malware Detection with Weak Ground Truth Data. AAAI Jordan DeLoach, Doina Caragea, Xinming Ou
2017	—	`conf`	Towards Practical Usage of a Domain Adaptation Algorithm in the Early Hours of a Disaster. ISCRAM Hongmin Li, Doina Caragea, Cornelia Caragea
2017	—	`conf`	Twitter-enhanced Android malware detection. IEEE BigData Jordan DeLoach, Doina Caragea
2016	—	`conf`	Ab initio Splice Site Prediction with Simple Domain Adaptation Classifiers. BIOINFORMATICS Nic Herndon, Doina Caragea
2016	J	`jnl`	An evaluation of approaches for using unlabeled data with domain adaptation. Netw. Model. Anal. Health Informatics Bioinform. Nic Herndon, Doina Caragea
2016	—	`conf`	Android malware detection with weak ground truth data. IEEE BigData Jordan DeLoach, Doina Caragea, Xinming Ou
2016	J	`jnl`	Predicting Tweet Retweetability during Hurricane Disasters. Int. J. Inf. Syst. Crisis Response Manag. Venkata Kishore Neppalli, Cornelia Caragea, Doina Caragea, Murilo Cerqueira Medeiros, Andrea H. Tapia, Shane E. Halse
2016	J	`jnl`	Predicting alternatively spliced exons using semi-supervised learning. Int. J. Data Min. Bioinform. Ana Stanescu, Karthik Tangirala, Doina Caragea
2016	—	`conf`	Retweetability Analysis and Prediction during Hurricane Sandy. ISCRAM Venkata Kishore Neppalli, Murilo Cerqueira Medeiros, Cornelia Caragea, Doina Caragea, Andrea H. Tapia, Shane E. Halse
2016	B	`conf`	Study of transductive learning and unsupervised feature construction methods for biological sequence classification. ASONAM Ana Stanescu, Karthik Tangirala, Doina Caragea
2015	B	`conf`	An Evaluation of Self-training Styles for Domain Adaptation on the Task of Splice Site Prediction. ASONAM Nic Herndon, Doina Caragea
2015	—	`conf`	Community Detection-Based Feature Construction for Protein Sequence Classification. ISBRA Karthik Tangirala, Nic Herndon, Doina Caragea
2015	—	`conf`	Cross-Domain Matrix Factorization for Multiple Implicit-Feedback Domains. MOD Rohit Parimi, Doina Caragea
2015	—	`conf`	Domain Adaptation with Logistic Regression for the Task of Splice Site Prediction. ISBRA Nic Herndon, Doina Caragea
2015	A	`conf`	Experimental Study with Real-world Data for Android App Security Analysis using Machine Learning. ACSAC Sankardas Roy, Jordan DeLoach, Yuping Li, Nic Herndon, Doina Caragea, Xinming Ou, Venkatesh Prasad Ranganath, Hongmin Li, Nicolais Guevara
2015	—	`conf`	How to Choose a Recommender System: Insights and Experiences for Large-Scale User Personalization. BigData Congress Rohit Parimi, Toma Trepka, Doina Caragea, Cody Bennett
2015	—	`conf`	Leveraging Multiple Networks for Author Personalization. AAAI Workshop: Scholarly Big Data Rohit Parimi, Doina Caragea
2015	J	`jnl`	Predicting Cyber Risks through National Vulnerability Database. Inf. Secur. J. A Glob. Perspect. Su Zhang, Xinming Ou, Doina Caragea
2015	C	`conf`	Predicting cassette exons using transductive learning approaches. CIBCB Ana Stanescu, Doina Caragea
2015	—	`ed.`	Scholarly Big Data: AI Perspectives, Challenges, and Ideas, Papers from the 2015 AAAI Workshop, Austin, Texas, USA, January, 2015. AAAI Workshop: Scholarly Big Data Cornelia Caragea, C. Lee Giles, Narayan L. Bhamidipati, Doina Caragea, Sujatha Das Gollapalli, Saurabh Kataria, Huan Liu, Feng Xia
2015	—	`conf`	Twitter Mining for Disaster Response: A Domain Adaptation Approach. ISCRAM Hongmin Li, Nicolais Guevara, Nic Herndon, Doina Caragea, Kishore Neppalli, Cornelia Caragea, Anna Cinzia Squicciarini, Andrea H. Tapia
2014	—	`conf`	Community Detection on Large Graph Datasets for Recommender Systems. ICDM Workshops Rohit Parimi, Doina Caragea
2014	—	`conf`	Community detection-based features for sequence classification. BCB Karthik Tangirala, Doina Caragea
2014	—	`conf`	Empirical Study of Domain Adaptation Algorithms on the Task of Splice Site Prediction. BIOSTEC (Selected Papers) Nic Herndon, Doina Caragea
2014	—	`conf`	Empirical Study of Domain Adaptation with Naïve Bayes on the Task of Splice Site Prediction. BIOINFORMATICS Nic Herndon, Doina Caragea
2014	—	`conf`	Ensemble-based semi-supervised learning approaches for imbalanced splice site datasets. BIBM Ana Stanescu, Doina Caragea
2014	—	`conf`	Generating Features using Burrows Wheeler Transformation for Biological Sequence Classification. BIOINFORMATICS Karthik Tangirala, Doina Caragea
2014	—	`conf`	Predicting protein localization using a domain adaptation na¨ıve Bayes classifier with burrows wheeler transform features. BIBM Nic Herndon, Karthik Tangirala, Doina Caragea
2013	—	`conf`	A Hybrid Recommender System: User Profiling from Keywords and Ratings. Web Intelligence Ana Stanescu, Swapnil Nagar, Doina Caragea
2013	—	`conf`	Aiding Intrusion Analysis Using Machine Learning. ICMLA (2) Loai Zomlot, Sathya Chandran Sundaramurthy, Doina Caragea, Xinming Ou
2013	—	`conf`	Cross-domain Sentiment Classification using an Adapted Naïve Bayes Approach and Features Derived from Syntax Trees. KDIR/KMIS Srilaxmi Cheeti, Ana Stanescu, Doina Caragea
2013	—	`conf`	Economic Development through Business Profiling: A Text Analysis Based Approach. Web Intelligence Rohit Parimi, Doina Caragea, Dale Wunderlich
2013	—	`conf`	Extraction of gene regulatory networks from biological literature. ICCABS Karthik Tangirala, Doina Caragea
2013	J	`jnl`	KSU KDD: Word Sense Induction by Clustering in Topic Space CoRR Wesam Elshamy, Doina Caragea, William H. Hsu
2013	—	`conf`	Naïve Bayes Domain Adaptation for Biological Sequences. BIOINFORMATICS Nic Herndon, Doina Caragea
2013	—	`conf`	Pre-release Box-Office Success Prediction for Motion Pictures. MLDM Rohit Parimi, Doina Caragea
2013	—	`conf`	Predicting Protein Localization Using a Domain Adaptation Approach. BIOSTEC (Selected Papers) Nic Herndon, Doina Caragea
2012	—	`conf`	Semi-supervised Learning of Alternatively Spliced Exons using Expectation Maximization Type Approaches. BIOINFORMATICS Ana Stanescu, Doina Caragea
2011	—	`conf`	An Empirical Study on Using the National Vulnerability Database to Predict Software Vulnerabilities. DEXA (1) Su Zhang, Doina Caragea, Xinming Ou
2011	—	`conf`	Classifying Scientific Publications Using Abstract Features. SARA Cornelia Caragea, Adrian Silvescu, Saurabh Kataria, Doina Caragea, Prasenjit Mitra
2011	—	`conf`	Predicting Friendship Links in Social Networks Using a Topic Modeling Approach. PAKDD (2) Rohit Parimi, Doina Caragea
2011	—	`conf`	Semi-supervised Learning of Alternatively Spliced Exons Using Co-training. BIBM Karthik Tangirala, Doina Caragea
2011	—	`conf`	Study on regulatory motifs in BCB Vishal Bahirwani, Doina Caragea
2010	A*	`conf`	Abstraction Augmented Markov Models. ICDM Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant G. Honavar
2010	J	`jnl`	BeetleBase in 2010: revisions to provide comprehensive genomic information for Nucleic Acids Res. 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
2010	—	`conf`	Boosting Biomedical Entity Extraction by Using Syntactic Patterns for Semantic Relation Discovery. Web Intelligence Svitlana Volkova, Doina Caragea, William H. Hsu, John Drouhard, Landon Fowles
2010	—	`conf`	KSU KDD: Word Sense Induction by Clustering in Topic Space. SemEval@ACL Wesam Elshamy, Doina Caragea, William H. Hsu
2010	J	`jnl`	Prediction of alternatively spliced exons using Support Vector Machines. Int. J. Data Min. Bioinform. Jing Xia, Doina Caragea, Susan J. Brown
2010	J	`jnl`	Semi-supervised prediction of protein subcellular localization using abstraction augmented Markov models. BMC Bioinform. Cornelia Caragea, Doina Caragea, Adrian Silvescu, Vasant G. Honavar
2010	—	`conf`	Semi-supervised sequence classification using abstraction augmented Markov models. BCB Cornelia Caragea, Adrian Silvescu, Doina Caragea, Vasant G. Honavar
2009	A*	`conf`	Bi-relational Network Analysis Using a Fast Random Walk with Restart. ICDM Jing Xia, Doina Caragea, William H. Hsu
2009	—	`conf`	Computation of the Semantic Relatedness between Words using Concept Clouds. KDIR Swarnim Kulkarni, Doina Caragea
2009	—	`conf`	Exploring Wikipedia and DMoz as Knowledge Bases for Engineering a User Interests Hierarchy for Social Network Applications. OTM Conferences (2) Mandar Haridas, Doina Caragea
2009	—	`ch.`	Knowledge Acquisition from Semantically Heterogeneous Data. Encyclopedia of Data Warehousing and Mining Doina Caragea, Vasant G. Honavar
2009	B	`conf`	Learning Link-Based Classifiers from Ontology-Extended Textual Data. ICTAI Cornelia Caragea, Doina Caragea, Vasant G. Honavar
2009	—	`conf`	Learning Link-Based Naïve Bayes Classifiers from Ontology-Extended Distributed Data. OTM Conferences (2) Cornelia Caragea, Doina Caragea, Vasant G. Honavar
2009	—	`conf`	Ontology-Aware Classification and Association Rule Mining for Interest and Link Prediction in Social Networks. AAAI Spring Symposium: Social Semantic Web: Where Web 2.0 Meets Web 3.0 Waleed Aljandal, Vikas Bahirwani, Doina Caragea, William H. Hsu
2009	—	`conf`	Ontology-Based Link Prediction in the LiveJournal Social Network. SARA Doina Caragea, Vikas Bahirwani, Waleed Aljandal, William H. Hsu
2009	—	`conf`	Towards Bridging the Web and the Semantic Web. Web Intelligence Swarnim Kulkarni, Doina Caragea
2008	—	`conf`	Exploring Alternative Splicing Features Using Support Vector Machines. BIBM Jing Xia, Doina Caragea, Susan J. Brown
2008	—	`conf`	Learning Classifiers from Large Databases Using Statistical Queries. Web Intelligence Neeraj Koul, Cornelia Caragea, Vasant G. Honavar, Vikas Bahirwani, Doina Caragea
2008	—	`conf`	Leveraging Organizational Guidance Policies with Learning to Self-Tune Multiagent Systems. SASO Scott J. Harmon, Scott A. DeLoach, Robby, Doina Caragea
2008	—	`ch.`	Toward Semantics-Enabled Infrastructure for Knowledge Acquisition from Distributed Data. Next Generation of Data Mining Vasant G. Honavar, Doina Caragea
2008	—	`conf`	Towards Semantics-Enabled Distributed Infrastructure for Knowledge Acquisition. AAAI Spring Symposium: Semantic Scientific Knowledge Integration Vasant G. Honavar, Doina Caragea
2008	—	`ch.`	Visual Methods for Examining SVM Classifiers. Visual Data Mining Doina Caragea, Dianne Cook, Hadley Wickham, Vasant G. Honavar
2007	C	`conf`	Structural Prediction of Protein-Protein Interactions in Saccharomyces cerevisiae. BIBE Martin S. R. Paradesi, Doina Caragea, William H. Hsu
2006	—	`conf`	A General Strategy for Knowledge Acquisition from Semantically Heterogeneous Data Sources. AAAI Fall Symposium: Semantic Web for Collaborative Knowledge Acquisition Doina Caragea, Jie Bao, Vasant G. Honavar
2006	—	`conf`	A Tableau-Based Federated Reasoning Algorithm for Modular Ontologies. Web Intelligence Jie Bao, Doina Caragea, Vasant G. Honavar
2006	—	`conf`	A Tool for Collaborative Construction of Large Biological Ontologies. DEXA Workshops Jie Bao, Zhiliang Hu, Doina Caragea, James M. Reecy, Vasant G. Honavar
2006	B	`conf`	Learning Classifiers from Distributed, Ontology-Extended Data Sources. DaWaK Doina Caragea, Jun Zhang, Jyotishman Pathak, Vasant G. Honavar
2006	—	`conf`	Modular Ontologies - A Formal Investigation of Semantics and Expressivity. ASWC Jie Bao, Doina Caragea, Vasant G. Honavar
2006	Misc	`conf`	On the Semantics of Linking and Importing in Modular Ontologies. ISWC Jie Bao, Doina Caragea, Vasant G. Honavar
2006	Misc	`conf`	Package-Based Description Logics - Preliminary Results. ISWC Jie Bao, Doina Caragea, Vasant G. Honavar
2006	—	`conf`	Towards Collaborative Environments for Ontology Construction and Sharing. CTS Jie Bao, Doina Caragea, Vasant G. Honavar
2005	—	`conf`	A framework for semantic web services discovery. WIDM Jyotishman Pathak, Neeraj Koul, Doina Caragea, Vasant G. Honavar
2005	B	`conf`	Algorithms and Software for Collaborative Discovery from Autonomous, Semantically Heterogeneous, Distributed Information Sources. ALT Doina Caragea, Jun Zhang, Jie Bao, Jyotishman Pathak, Vasant G. Honavar
2005	B	`conf`	Algorithms and Software for Collaborative Discovery from Autonomous, Semantically Heterogeneous, Distributed Information Sources. Discovery Science Doina Caragea, Jun Zhang, Jie Bao, Jyotishman Pathak, Vasant G. Honavar
2005	—	`conf`	Information Integration and Knowledge Acquisition from Semantically Heterogeneous Biological Data Sources. DILS Doina Caragea, Jyotishman Pathak, Jie Bao, Adrian Silvescu, Carson M. Andorf, Drena Dobbs, Vasant G. Honavar
2005	—	`conf`	Information Integration from Semantically Heterogeneous Biological Data Sources. DEXA Workshops Doina Caragea, Jie Bao, Jyotishman Pathak, Adrian Silvescu, Carson M. Andorf, Drena Dobbs, Vasant G. Honavar
2005	B	`conf`	Learning Ontology-Aware Classifiers. Discovery Science Jun Zhang, Doina Caragea, Vasant G. Honavar
2005	A*	`conf`	Learning Support Vector Machines from Distributed Data Sources. AAAI Cornelia Caragea, Doina Caragea, Vasant G. Honavar
2004	J	`jnl`	A Framework for Learning from Distributed Data Using Sufficient Statistics and Its Application to Learning Decision Trees. Int. J. Hybrid Intell. Syst. Doina Caragea, Adrian Silvescu, Vasant G. Honavar
2004	—	`conf`	Learning Classifiers from Semantically Heterogeneous Data. CoopIS/DOA/ODBASE (2) Doina Caragea, Jyotishman Pathak, Vasant G. Honavar
2004	—	`—`	Learning classifiers from distributed, semantically heterogeneous, autonomous data sources. Doina Caragea
2004	—	`conf`	Ontology-Extended Component-Based Workflows : A Framework for Constructing Complex Workflows from Semantically Heterogeneous Software Components. SWDB Jyotishman Pathak, Doina Caragea, Vasant G. Honavar
2004	—	`conf`	Semantic api matching for automatic service composition. WWW (Alternate Track Papers & Posters) Doina Caragea, Tanveer Fathima Syeda-Mahmood
2003	Misc	`conf`	Information Extraction and Integration from Heterogeneous, Distributed, Autonomous Information Sources : A Federated Ontology-Driven Query-Centric Approach. IRI Jaime Reinoso, Adrian Silvescu, Doina Caragea, Jyotishman Pathak, Vasant G. Honavar
2003	—	`conf`	Learning Decision Trees form Distributed Heterogeneous Autonomous Data. MAICS Doina Caragea, Adrian Silvescu, Vasant G. Honavar
2003	—	`conf`	Statistics Gathering for Learning from Distributed, Heterogeneous and Autonomous Data Sources. IIWeb Doina Caragea, Jaime Reinoso, Adrian Silvescu, Vasant G. Honavar
2003	A*	`conf`	Towards Simple, Easy-to-Understand, yet Accurate Classifiers. ICDM Doina Caragea, Dianne Cook, Vasant G. Honavar
2002	—	`conf`	Learning in Open-Ended Dynamic Distributed Environments. AAAI/IAAI Doina Caragea
2001	—	`conf`	Analysis and Synthesis of Agents That Learn from Distributed Dynamic Data Sources. Emergent Neural Computational Architectures Based on Neuroscience Doina Caragea, Adrian Silvescu, Vasant G. Honavar
2001	A*	`conf`	Gaining insights into support vector machine pattern classifiers using projection-based tour methods. KDD Doina Caragea, Dianne Cook, Vasant G. Honavar
2000	—	`conf`	Incremental and Distributed Learning with Support Vector Machines. AAAI/IAAI Doina Caragea, Adrian Silvescu, Vasant G. Honavar
1997	—	`conf`	Genetic Algorithms, Schemata Construction and Statistics. Fuzzy Days Alexandru Agapie, Doina Caragea