S. Vucetic

Most-cited papers

A large-scale evaluation of computational protein function prediction
P. Radivojac, W. Clark, Tal Ronnen-Oron, A. Schnoes +98 more
2013Nature Methods1,026 citations Open access
Semantic Scholar
The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens
Nai-Hui Zhou, Yuxiang Jiang, T. Bergquist, Alexandra J. Lee +163 more
2019Genome Biology451 citations Open access
Semantic Scholar
Interpretable Representation Learning for Healthcare via Capturing Disease Progression through Time
Tian Bai, B. Egleston, Shanshan Zhang, S. Vucetic
2018Knowledge Discovery and Data Mining205 citations Open access
Semantic Scholar
Breaking the curse of kernelization: budgeted stochastic gradient descent for large-scale SVM training
Zhuang Wang, K. Crammer, S. Vucetic
2012202 citations
Semantic Scholar
An expanded evaluation of protein function prediction methods shows an improvement in accuracy
Yuxiang Jiang, T. Oron, W. Clark, Asma R. Bankapur +143 more
2016Genome Biology155 citations Open access
Semantic Scholar
MS-kNN: protein function prediction by integrating multiple data sources
Liang Lan, Nemanja Djuric, Yuhong Guo, S. Vucetic
2013BMC Bioinformatics90 citations Open access
Semantic Scholar
Continuous Conditional Random Fields for Regression in Remote Sensing
Vladan Radosavljevic, S. Vucetic, Z. Obradovic
2010European Conference on Artificial Intelligence88 citations Open access
Semantic Scholar
Decentralized fault detection and diagnosis via sparse PCA based decomposition and Maximum Entropy decision fusion
M. Grbovic, Weichang Li, Peng Xu, A. Usadi +2 more
201283 citations
Semantic Scholar
Online Passive-Aggressive Algorithms on a Budget
Zhuang Wang, S. Vucetic
2010International Conference on Artificial Intelligence and Statistics79 citations
Semantic Scholar
A new clustering and nomenclature for beta turns derived from high-resolution protein structures
M. Shapovalov, S. Vucetic, Roland L. Dunbrack
2018bioRxiv68 citations Open access
Semantic Scholar
BudgetedSVM: a toolbox for scalable SVM approximations
Nemanja Djuric, Liang Lan, S. Vucetic, Zhuang Wang
2013Journal of machine learning research57 citations
Semantic Scholar
Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs
Kosta Ristovski, Vladan Radosavljevic, S. Vucetic, Z. Obradovic
2013AAAI Conference on Artificial Intelligence57 citations Open access
Semantic Scholar
Improving Medical Code Prediction from Clinical Text via Incorporating Online Knowledge Sources
Tian Bai, S. Vucetic
2019The Web Conference56 citations Open access
Semantic Scholar
Mixture Model for Multiple Instance Regression and Applications in Remote Sensing
Zhuang Wang, Liang Lan, S. Vucetic
2012IEEE Transactions on Geoscience and Remote Sensing55 citations
Semantic Scholar
Multi-Class Pegasos on a Budget
Zhuang Wang, K. Crammer, S. Vucetic
2010International Conference on Machine Learning53 citations
Semantic Scholar
Cold Start Approach for Data-Driven Fault Detection
M. Grbovic, Weichang Li, Niranjan A. Subrahmanya, A. Usadi +1 more
2013IEEE Transactions on Industrial Informatics47 citations
Semantic Scholar
How to Invest my Time: Lessons from Human-in-the-Loop Entity Extraction
Shanshan Zhang, Li-Hong He, Eduard Constantin Dragut, S. Vucetic
2019Knowledge Discovery and Data Mining46 citations
Semantic Scholar
Trading representability for scalability: adaptive multi-hyperplane machine for nonlinear classification
Zhuang Wang, Nemanja Djuric, K. Crammer, S. Vucetic
2011Knowledge Discovery and Data Mining46 citations
Semantic Scholar
Scaling Up Graph-Based Semisupervised Learning via Prototype Vector Machines
Kai Zhang, Liang Lan, J. Kwok, S. Vucetic +1 more
2015IEEE Transactions on Neural Networks and Learning Systems43 citations Open access
Semantic Scholar
Structure motif–centric learning framework for inorganic crystalline systems
H. Banjade, Sandro Hauri, Shanshan Zhang, F. Ricci +4 more
2020Science Advances36 citations Open access
Semantic Scholar
Multi-Modal Trajectory Prediction of NBA Players
Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, S. Vucetic
2020IEEE Workshop/Winter Conference on Applications of Computer Vision35 citations Open access
Semantic Scholar
Online training on a budget of support vector machines using twin prototypes
Wang Zhuang, S. Vucetic
2010Statistical analysis and data mining34 citations
Semantic Scholar
OpenStance: Real-world Zero-shot Stance Detection
Hanzi Xu, S. Vucetic, Wenpeng Yin
2022Conference on Computational Natural Language Learning33 citations Open access
Semantic Scholar
EHR phenotyping via jointly embedding medical concepts and words into a unified vector space
Tian Bai, Ashis Kumar Chanda, B. Egleston, S. Vucetic
2018BMC Medical Informatics and Decision Making33 citations Open access
Semantic Scholar
Improving accuracy of microarray classification by a simple multi-task feature selection filter
Liang Lan, S. Vucetic
2011International Journal of Data Mining and Bioinformatics30 citations
Semantic Scholar
Neural Gaussian Conditional Random Fields
Vladan Radosavljevic, S. Vucetic, Z. Obradovic
2014ECML/PKDD29 citations Open access
Semantic Scholar
Regular Expression Guided Entity Mention Mining from Noisy Web Data
Shanshan Zhang, Li-Hong He, S. Vucetic, Eduard Constantin Dragut
2018Conference on Empirical Methods in Natural Language Processing28 citations Open access
Semantic Scholar
Sparse Principal Component Analysis with Constraints
M. Grbovic, C. Dance, S. Vucetic
2012AAAI Conference on Artificial Intelligence28 citations Open access
Semantic Scholar
A Data-Mining Technique for Aerosol Retrieval Across Multiple Accuracy Measures
Vladan Radosavljevic, S. Vucetic, Z. Obradovic
2010IEEE Geoscience and Remote Sensing Letters28 citations Open access
Semantic Scholar
Travel Speed Forecasting by Means of Continuous Conditional Random Fields
Nemanja Djuric, Vladan Radosavljevic, V. Coric, S. Vucetic
201127 citations
Semantic Scholar
Semi-supervised Discovery of Informative Tweets During the Emerging Disasters
Shanshan Zhang, S. Vucetic
2016arXiv.org26 citations
Semantic Scholar
Convex Kernelized Sorting
Nemanja Djuric, M. Grbovic, S. Vucetic
2012AAAI Conference on Artificial Intelligence26 citations Open access
Semantic Scholar
Learning Vector Quantization with adaptive prototype addition and removal
M. Grbovic, S. Vucetic
20092009 International Joint Conference on Neural Networks26 citations Open access
Semantic Scholar
Supervised clustering of label ranking data using label preference information
M. Grbovic, Nemanja Djuric, Sheng-Bo Guo, S. Vucetic
2013Machine-mediated learning22 citations Open access
Semantic Scholar
Socioeconomic Disparities in Colon Cancer Survival
Daniel Wiese, A. Stroup, Aniruddha Maiti, G. Harris +3 more
2020Epidemiology21 citations
Semantic Scholar
Multifaceted analysis of training and testing convolutional neural networks for protein secondary structure prediction
M. Shapovalov, Roland L. Dunbrack, S. Vucetic
2020bioRxiv20 citations Open access
Semantic Scholar
Group Activity Recognition in Basketball Tracking Data - Neural Embeddings in Team Sports (NETS)
Sandro Hauri, S. Vucetic
2022European Conference on Artificial Intelligence18 citations Open access
Semantic Scholar
Uncertainty Analysis of Neural-Network-Based Aerosol Retrieval
Kosta Ristovski, S. Vucetic, Zoran Obradovic
2012IEEE Transactions on Geoscience and Remote Sensing18 citations
Semantic Scholar
Improving medical term embeddings using UMLS Metathesaurus
Ashis Kumar Chanda, Tian Bai, Ziyu Yang, S. Vucetic
2022BMC Medical Informatics and Decision Making17 citations Open access
Semantic Scholar
Joint Learning of Representations of Medical Concepts and Words from EHR Data
Tian Bai, Ashis Kumar Chanda, B. Egleston, S. Vucetic
2017IEEE International Conference on Bioinformatics and Biomedicine17 citations Open access
Semantic Scholar
Medical Concept Representation Learning from Multi-source Data
Tian Bai, B. Egleston, R. Bleicher, S. Vucetic
2019International Joint Conference on Artificial Intelligence15 citations Open access
Semantic Scholar
Tracking Concept Change with Incremental Boosting by Minimization of the Evolving Exponential Loss
M. Grbovic, S. Vucetic
2011ECML/PKDD15 citations Open access
Semantic Scholar
Measuring Neighborhood Landscapes: Associations between a Neighborhood’s Landscape Characteristics and Colon Cancer Survival
Daniel Wiese, A. Stroup, Aniruddha Maiti, G. Harris +4 more
2021International Journal of Environmental Research and Public Health12 citations Open access
Semantic Scholar
Transfer Learning for Radioactive Particle Tracking
Guilherme Lindner, Sai Shi, S. Vucetic, Sanja Mišković
2021Chemical Engineering and Science12 citations
Semantic Scholar
Study of the Influence of Non-Deposit Locations in Data-Driven Mineral Prospectivity Mapping: A Case Study on the Iskut Project in Northwestern British Columbia, Canada
Alix Lachaud, A. Marcus, S. Vucetic, I. Mišković
2021Minerals12 citations Open access
Semantic Scholar
Residential Mobility and Geospatial Disparities in Colon Cancer Survival
Daniel Wiese, A. Stroup, Aniruddha Maiti, G. Harris +3 more
2020Cancer Epidemiology, Biomarkers and Prevention12 citations
Semantic Scholar
A Visualization Approach for Rapid Labeling of Clinical Notes for Smoking Status Extraction
Saman Enayati, Ziyu Yang, Benjamin M. Lu, S. Vucetic
2021DASH11 citations Open access
Semantic Scholar
Generating ad targeting rules using sparse principal component analysis with constraints
M. Grbovic, S. Vucetic
2014The Web Conference11 citations
Semantic Scholar
Learning from Pairwise Preference Data using Gaussian Mixture Model
M. Grbovic, Nemanja Djuric, S. Vucetic
201211 citations
Semantic Scholar
Cannot Predict Comment Volume of a News Article before (a few) Users Read It
Li-Hong He, Chen Shen, Arjun Mukherjee, S. Vucetic +1 more
2020International Conference on Web and Social Media10 citations Open access
Semantic Scholar