Slobodan Vucetic
Orcid: 0000-0001-5884-6293
According to our database1,
Slobodan Vucetic
authored at least 102 papers
between 1999 and 2024.
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Bibliography
2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification.
CoRR, 2024
Collaborative Job Seeking for People with Autism: Challenges and Design Opportunities.
CoRR, 2024
2023
An ablation study on the use of publication venue quality to rank computer science departments.
Scientometrics, August, 2023
Scholar Ranking 2023: Ranking of Computer Science Departments Based on Faculty Citations.
CoRR, 2023
Group Activity Recognition in Basketball Tracking Data - Neural Embeddings in Team Sports (NETS).
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
2022
BMC Medical Informatics Decis. Mak., 2022
Proceedings of the 26th Conference on Computational Natural Language Learning, 2022
MERIT: Minimal SupErvision Through Label Augmentation For Biomedical RelatIon ExTraction.
Proceedings of the AMIA 2022, 2022
2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular Maximization.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021
2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
2019
A new clustering and nomenclature for beta turns derived from high-resolution protein structures.
PLoS Comput. Biol., 2019
Improving Medical Code Prediction from Clinical Text via Incorporating Online Knowledge Sources.
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 16th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
EHR phenotyping via jointly embedding medical concepts and words into a unified vector space.
BMC Medical Informatics Decis. Mak., 2018
Peer assessment of CS doctoral programs shows strong correlation with faculty citations.
Commun. ACM, 2018
Interpretable Representation Learning for Healthcare via Capturing Disease Progression through Time.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Enhancing Disaster Situational Awareness via Automated Summary Dissemination of Social Media Content.
Proceedings of the IEEE Global Communications Conference, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
2017
Faculty citation measures are highly correlated with peer assessment of computer science doctoral programs.
CoRR, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
2016
CoRR, 2016
Artif. Intell., 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
2015
IEEE Trans. Neural Networks Learn. Syst., 2015
Gaussian Conditional Random Fields for Aggregation of Operational Aerosol Retrievals.
IEEE Geosci. Remote. Sens. Lett., 2015
2014
Generating ad targeting rules using sparse principal component analysis with constraints.
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
IEEE Trans. Ind. Informatics, 2013
Pattern Recognit. Lett., 2013
Mach. Learn., 2013
BMC Bioinform., 2013
Proceedings of the IJCAI 2013, 2013
Semi-Supervised Learning for Integration of Aerosol Predictions from Multiple Satellite Instruments.
Proceedings of the IJCAI 2013, 2013
Efficient Visualization of Large-Scale Data Tables through Reordering and Entropy Minimization.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
2012
IEEE Trans. Geosci. Remote. Sens., 2012
IEEE Trans. Geosci. Remote. Sens., 2012
Breaking the curse of kernelization: budgeted stochastic gradient descent for large-scale SVM training.
J. Mach. Learn. Res., 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of IEEE International Conference on Communications, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Proceedings of the Active Learning and Experimental Design workshop, 2011
Improving accuracy of microarray classification by a simple multi-task feature selection filter.
Int. J. Data Min. Bioinform., 2011
Tracking Concept Change with Incremental Boosting by Minimization of the Evolving Exponential Loss.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Trading representability for scalability: adaptive multi-hyperplane machine for nonlinear classification.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Spatially regularized logistic regression for disease mapping on large moving populations.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011
2010
Stat. Anal. Data Min., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Proceedings of the ECAI 2010, 2010
2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, 2009
Tighter Perceptron with improved dual use of cached data for model representation and validation.
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the ICDM 2009, 2009
Proceedings of the ICDM 2009, 2009
Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009
Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009
2008
IEEE Geosci. Remote. Sens. Lett., 2008
Proceedings of the SIAM International Conference on Data Mining, 2008
Reducing Need for Collocated Ground and Satellite based Observations in Statistical Aerosol Optical Depth Estimation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
Proceedings of the International Joint Conference on Neural Networks, 2007
2006
A statistical complement to deterministic algorithms for the retrieval of aerosol optical thickness from radiance data.
Eng. Appl. Artif. Intell., 2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the 2006 Data Compression Conference (DCC 2006), 2006
2005
J. Bioinform. Comput. Biol., 2005
Correcting Sampling Bias in Structural Genomics through Iterative Selection of Underrepresented Targets.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005
Proceedings of the 2005 Data Compression Conference (DCC 2005), 2005
2004
Proceedings of the Biocomputing 2004, 2004
Proceedings of the Machine Learning: ECML 2004, 2004
Towards Efficient Learning of Neural Network Ensembles from Arbitrarily Large Datasets.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004
2003
Detection of Underrepresented Biological Sequences using Class-Conditional Distribution Models.
Proceedings of the Third SIAM International Conference on Data Mining, 2003
Reranking Medline Citations by Relevance to a Difficult Biological Query.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
2001
Proceedings of the Machine Learning: EMCL 2001, 2001
2000
Performance Controlled Data Reduction for Knowledge Discovery in Distributed Databases.
Proceedings of the Knowledge Discovery and Data Mining, 2000
Discovering Homogeneous Regions in Spatial Data through Competition.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000
1999
Proceedings of the International Joint Conference Neural Networks, 1999