Slobodan Vucetic

发表

Enhancing Disaster Situational Awareness via Automated Summary Dissemination of Social Media Content

Shanshan Zhang, Amitangshu Pal, Krishna Kant, 2018, 2018 IEEE Global Communications Conference (GLOBECOM).

Cannot Predict Comment Volume of a News Article before (a few) Users Read It pdf

Slobodan Vucetic, Lihong He, Chen Shen, 2020, ICWSM.

Classification on Data with Biased Class Distribution

Zoran Obradovic, Slobodan Vucetic, S. Vucetic, 2001, ECML.

Twin Vector Machines for Online Learning on a Budget

Slobodan Vucetic, Zhuang Wang, S. Vucetic, 2009, SDM.

Data Mining Support for the Improvement of MODIS Aerosol Retrievals

Zoran Obradovic, Bo Han, Slobodan Vucetic, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

Faculty citation measures are highly correlated with peer assessment of computer science doctoral programs pdf

Shanshan Zhang, Slobodan Vucetic, Tian Bai, 2017, ArXiv.

Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs

Zoran Obradovic, Slobodan Vucetic, Kosta Ristovski, 2013, AAAI.

Peer assessment of CS doctoral programs shows strong correlation with faculty citations

Shanshan Zhang, Slobodan Vucetic, Tian Bai, 2018, Commun. ACM.

Active Selection of Sensor Sites in Remote Sensing Applications

Zoran Obradovic, Slobodan Vucetic, Debasish Das, 2009, 2009 Ninth IEEE International Conference on Data Mining.

Traffic speed forecasting by mixture of experts

Slobodan Vucetic, Zhuang Wang, Vladimir Coric, 2011, 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC).

Multi-Class Pegasos on a Budget

Koby Crammer, Slobodan Vucetic, Zhuang Wang, 2010, ICML.

A fast algorithm for lossless compression of data tables by reordering

Slobodan Vucetic, 2006, Data Compression Conference (DCC'06).

Improving Medical Code Prediction from Clinical Text via Incorporating Online Knowledge Sources

Slobodan Vucetic, Tian Bai, S. Vucetic, 2019, WWW.

Trading representability for scalability: adaptive multi-hyperplane machine for nonlinear classification

Koby Crammer, Slobodan Vucetic, Nemanja Djuric, 2011, KDD.

Online training on a budget of support vector machines using twin prototypes

Slobodan Vucetic, Zhuang Wang, S. Vucetic, 2010, Stat. Anal. Data Min..

Gaussian Conditional Random Fields for Aggregation of Operational Aerosol Retrievals

Zoran Obradovic, Slobodan Vucetic, Nemanja Djuric, 2015, IEEE Geoscience and Remote Sensing Letters.

Online training on a budget of support vector machines using twin prototypes

Slobodan Vucetic, Zhuang Wang, 2010 .

Reranking Medline Citations by Relevance to a Difficult Biological Query

Zoran Obradovic, Bo Han, Slobodan Vucetic, 2003, Neural Networks and Computational Intelligence.

A Regression-Based Approach for Scaling-Up Per- sonalized Recommender Systems in E-Commerce

Zoran Obradovic, Slobodan Vucetic, S. Vucetic, 2000 .

A connectivity-based popularity prediction approach for social networks

Jie Wu, Slobodan Vucetic, Ana Milicic, 2012, 2012 IEEE International Conference on Communications (ICC).

Exploring bias in the Protein Data Bank using contrast classifiers.

Zoran Obradovic, Slobodan Vucetic, Kang Peng, 2004, Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing.

DisProt: a database of protein disorder

Zoran Obradovic, Slobodan Vucetic, Vladimir Vacic, 2005, Bioinform..

Integration of Deterministic and Statistical Algorithms for Aerosol Retrieval

Zoran Obradovic, Slobodan Vucetic, Bo Han, 2005 .

Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests

Slobodan Vucetic, Nemanja Djuric, Vladan Radosavljevic, 2014, AAAI.

EHR phenotyping via jointly embedding medical concepts and words into a unified vector space

Slobodan Vucetic, Tian Bai, Ashis Kumar Chanda, 2018, BMC Medical Informatics and Decision Making.

Multifaceted analysis of training and testing convolutional neural networks for protein secondary structure prediction

Roland L Dunbrack, Slobodan Vucetic, Maxim Shapovalov, 2020, PloS one.

Statistical inference for natural language processing algorithms with a demonstration using type 2 diabetes prediction from electronic health record notes.

Slobodan Vucetic, Tian Bai, Brian L Egleston, 2020, Biometrics.

Exploiting unlabeled data for improving accuracy of predictive data mining

Zoran Obradovic, Bo Han, Slobodan Vucetic, 2003, Third IEEE International Conference on Data Mining.

A Reservoir Sampling Algorithm with Adaptive Estimation of Conditional Expectation

Slobodan Vucetic, Vuk Malbasa, 2007, 2007 International Joint Conference on Neural Networks.

Spatially regularized logistic regression for disease mapping on large moving populations

Slobodan Vucetic, Vuk Malbasa, S. Vucetic, 2011, KDD.

A Multi-task Feature Selection Filter for Microarray Classification

Slobodan Vucetic, Liang Lan, Liang Lan, 2009, 2009 IEEE International Conference on Bioinformatics and Biomedicine.

Joint learning of representations of medical concepts and words from EHR data

Slobodan Vucetic, Tian Bai, Ashis Kumar Chanda, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Online Passive-Aggressive Algorithms on a Budget

Slobodan Vucetic, Zhuang Wang, S. Vucetic, 2010, AISTATS.

Data mining algorithms for decentralized fault detection and diagnosis in industrial systems

Slobodan Vucetic, Mihajlo Grbovic, 2012 .

Uncertainty Analysis of Neural-Network-Based Aerosol Retrieval

Zoran Obradovic, Slobodan Vucetic, Kosta Ristovski, 2012, IEEE Transactions on Geoscience and Remote Sensing.

Big data algorithms for visualization and supervised learning

Slobodan Vucetic, Nemanja Djuric, Nemanja Djuric, 2013 .

Length-dependent prediction of protein intrinsic disorder

Zoran Obradovic, Slobodan Vucetic, Predrag Radivojac, 2006, BMC Bioinformatics.

Fast Online Training of Ramp Loss Support Vector Machines

Slobodan Vucetic, Zhuang Wang, S. Vucetic, 2009, 2009 Ninth IEEE International Conference on Data Mining.

Methods for improving protein disorder prediction

Zoran Obradovic, Slobodan Vucetic, Predrag Radivojac, 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).

Compressed Kernel Perceptrons

Slobodan Vucetic, Zhuang Wang, Vladimir Coric, 2009, 2009 Data Compression Conference.

Decentralized Estimation Using Learning Vector Quantization

Slobodan Vucetic, Mihajlo Grbovic, 2009, 2009 Data Compression Conference.

Active Learning Based on Parzen Window

Slobodan Vucetic, Zhuang Wang, Liang Lan, 2011, Active Learning and Experimental Design @ AISTATS.

Travel Speed Forecasting by Means of Continuous Conditional Random Fields

Slobodan Vucetic, Nemanja Djuric, Vladan Radosavljevic, 2011 .

Spatial Scan for Disease Mapping on a Mobile Population

Slobodan Vucetic, Liang Lan, Vuk Malbasa, 2014, AAAI.

Joint Learning of Representation and Structure for Sparse Regression on Graphs

Mohamed F. Ghalwash, Zoran Obradovic, Shanshan Zhang, 2016, SDM.

Breaking the curse of kernelization: budgeted stochastic gradient descent for large-scale SVM training

Koby Crammer, Slobodan Vucetic, Zhuang Wang, 2012, J. Mach. Learn. Res..

Interpretable Representation Learning for Healthcare via Capturing Disease Progression through Time

Shanshan Zhang, Slobodan Vucetic, Tian Bai, 2018, KDD.

Accuracy-optimized quantization for high-dimensional data fusion

Slobodan Vucetic, 2005, Data Compression Conference.

Mixture Model for Multiple Instance Regression and Applications in Remote Sensing

Slobodan Vucetic, Zhuang Wang, Liang Lan, 2012, IEEE Transactions on Geoscience and Remote Sensing.

Detection of Underrepresented Biological Sequences using Class-Conditional Distribution Models

Zoran Obradovic, Dragoljub Pokrajac, Slobodan Vucetic, 2003, SDM.

Discovering Homogeneous Regions in Spatial Data through Competition

Zoran Obradovic, Slobodan Vucetic, 2000, ICML.

S-154: Geocoding Imprecision and Missing Data

Kevin Henry, Slobodan Vucetic, 2012 .

Sampling Bias in LinkedIn: A Case Study

Shanshan Zhang, Slobodan Vucetic, 2016, WWW.

Continuous Conditional Random Fields for Regression in Remote Sensing

Zoran Obradovic, Slobodan Vucetic, Vladan Radosavljevic, 2010, ECAI.

Growing Adaptive Multi-hyperplane Machines

Zhuang Wang, Slobodan Vucetic, Nemanja Djuric, 2020, ICML.

Distributed confidence-weighted classification on MapReduce

Slobodan Vucetic, Nemanja Djuric, Mihajlo Grbovic, 2013, 2013 IEEE International Conference on Big Data.

Reducing Need for Collocated Ground and Satellite based Observations in Statistical Aerosol Optical Depth Estimation

Zoran Obradovic, Slobodan Vucetic, Vladan Radosavljevic, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Performance Controlled Data Reduction for Knowledge Discovery in Distributed Databases

Zoran Obradovic, Slobodan Vucetic, S. Vucetic, 2000, PAKDD.

Supervised clustering of label ranking data using label preference information

Slobodan Vucetic, Nemanja Djuric, Mihajlo Grbovic, 2013, Machine Learning.

Tracking Concept Change with Incremental Boosting by Minimization of the Evolving Exponential Loss

Slobodan Vucetic, Mihajlo Grbovic, S. Vucetic, 2011, ECML/PKDD.

Regression Learning Vector Quantization

Slobodan Vucetic, Mihajlo Grbovic, 2009, 2009 Ninth IEEE International Conference on Data Mining.

Optimizing Long Intrinsic Disorder Predictors with Protein Evolutionary Information

Zoran Obradovic, Slobodan Vucetic, Predrag Radivojac, 2005, J. Bioinform. Comput. Biol..

A Data-Mining Technique for Aerosol Retrieval Across Multiple Accuracy Measures

Zoran Obradovic, Slobodan Vucetic, Vladan Radosavljevic, 2010, IEEE Geoscience and Remote Sensing Letters.

Spatial Aggregation Facilitates Discovery of Spatial Topics

Slobodan Vucetic, Aniruddha Maiti, 2019, ACL.

Regular Expression Guided Entity Mention Mining from Noisy Web Data

Shanshan Zhang, Slobodan Vucetic, Lihong He, 2018, EMNLP.

Substring selection for biomedical document classification

Slobodan Vucetic, 2006, TMBIO '06.

How to Invest my Time: Lessons from Human-in-the-Loop Entity Extraction

Shanshan Zhang, Slobodan Vucetic, Lihong He, 2019, KDD.

Distributed Confidence-Weighted Classification on Big Data Platforms

Slobodan Vucetic, Nemanja Djuric, Mihajlo Grbovic, 2015 .

Aggregation of Location Attributes for Prediction of Infection Risk

Hao Sun, Slobodan Vucetic, 2006 .

MS-kNN: protein function prediction by integrating multiple data sources

Slobodan Vucetic, Nemanja Djuric, Yuhong Guo, 2013, BMC Bioinformatics.

Semi-Supervised Learning for Integration of Aerosol Predictions from Multiple Satellite Instruments

Slobodan Vucetic, Nemanja Djuric, Lakesh Kansakar, 2013, IJCAI.

Cold Start Approach for Data-Driven Fault Detection

Slobodan Vucetic, Adam K. Usadi, Mihajlo Grbovic, 2013, IEEE Transactions on Industrial Informatics.

Multi-task feature selection in microarray data by binary integer programming

Slobodan Vucetic, Liang Lan, 2013, BMC Proceedings.

Convex Kernelized Sorting

Slobodan Vucetic, Nemanja Djuric, Mihajlo Grbovic, 2012, AAAI.

A boosting method for process fault detection with detection delay reduction and label denoising

Slobodan Vucetic, Adam K. Usadi, Peng Xu, 2011, KDD4Service '11.

Correcting Sampling Bias in Structural Genomics through Iterative Selection of Underrepresented Targets

Zoran Obradovic, Slobodan Vucetic, Kang Peng, 2005, SDM.

BudgetedSVM: a toolbox for scalable SVM approximations

Slobodan Vucetic, Nemanja Djuric, Zhuang Wang, 2013, J. Mach. Learn. Res..

Aerosol Optical Depth Retrieval by Neural Networks Ensemble with Adaptive Cost Function

Zoran Obradovic, Slobodan Vucetic, Vladan Radosavljevic, 2007 .

A statistical complement to deterministic algorithms for the retrieval of aerosol optical thickness from radiance data

Zoran Obradovic, Bo Han, Slobodan Vucetic, 2006, Eng. Appl. Artif. Intell..

Collaborative Filtering Using a Regression-Based Approach

Zoran Obradovic, Slobodan Vucetic, S. Vucetic, 2003, Knowledge and Information Systems.

Traffic State Estimation from Aggregated Measurements with Signal Reconstruction Techniques

Slobodan Vucetic, Nemanja Djuric, Vladimir Coric, 2012 .

Spatio-Temporal Partitioning for Improving Aerosol Prediction Accuracy

Slobodan Vucetic, Vladan Radosavljevic, Zoran Obradovic, 2008, SDM.

Neural Gaussian Conditional Random Fields

Zoran Obradovic, Slobodan Vucetic, Vladan Radosavljevic, 2014, ECML/PKDD.

Semi-supervised Discovery of Informative Tweets During the Emerging Disasters pdf

Shanshan Zhang, Slobodan Vucetic, 2016, ArXiv.

Reduction of ground-based sensor sites for spatio-temporal analysis of aerosols

Zoran Obradovic, Slobodan Vucetic, Vladan Radosavljevic, 2009, SensorKDD '09.

Generating ad targeting rules using sparse principal component analysis with constraints

Slobodan Vucetic, Mihajlo Grbovic, 2014, WWW '14 Companion.

Decentralized fault detection and diagnosis via sparse PCA based decomposition and Maximum Entropy decision fusion

Peng Xu, Slobodan Vucetic, Adam K. Usadi, 2012 .

Sparse Principal Component Analysis with Constraints

Slobodan Vucetic, Mihajlo Grbovic, Christopher R. Dance, 2012, AAAI.

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

Tapio Salakoski, Feng Zhang, Paolo Fontana, 2019, Genome Biology.

Multifaceted analysis of training and testing convolutional neural networks for protein secondary structure prediction

Slobodan Vucetic, Roland L. Dunbrack, Maxim Shapovalov, 2020, bioRxiv.

A new clustering and nomenclature for beta turns derived from high-resolution protein structures

Roland L Dunbrack, Slobodan Vucetic, Roland L. Dunbrack, 2018, bioRxiv.

Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation

Slobodan Vucetic, Nemanja Djuric, Mihajlo Grbovic, 2013, IJCAI.

Improving accuracy of microarray classification by a simple multi-task feature selection filter

Slobodan Vucetic, Liang Lan, Liang Lan, 2011, Int. J. Data Min. Bioinform..

Spatio-Temporal characterization of aerosols through active use of data from multiple sensors

Zoran Obradovic, Slobodan Vucetic, Kosta Ristovski, 2010 .

Storage on the Edge: Evaluating Cloud Backed Edge Storage in Cyberphysical Systems

Krishna Kant, Slobodan Vucetic, Sanjeev Sondur, 2019, 2019 IEEE 16th International Conference on Mobile Ad Hoc and Sensor Systems (MASS).

Tighter Perceptron with improved dual use of cached data for model representation and validation

Slobodan Vucetic, Zhuang Wang, 2009, 2009 International Joint Conference on Neural Networks.

Feature Selection Filters Based on the Permutation Test

Zoran Obradovic, Slobodan Vucetic, Predrag Radivojac, 2004, ECML.

Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models

Slobodan Vucetic, Nemanja Djuric, Shanshan Zhang, 2020, COLING.

Medical Concept Representation Learning from Multi-source Data

Slobodan Vucetic, Tian Bai, Brian L. Egleston, 2019, IJCAI.

Learning Vector Quantization with adaptive prototype addition and removal

Slobodan Vucetic, Mihajlo Grbovic, 2009, 2009 International Joint Conference on Neural Networks.

A Data-Mining Approach for the Validation of Aerosol Retrievals

Zoran Obradovic, Bo Han, Slobodan Vucetic, 2008, IEEE Geoscience and Remote Sensing Letters.

Frugal Traffic Monitoring with Autonomous Participatory Sensing

Slobodan Vucetic, Nemanja Djuric, Vladimir Coric, 2014, SDM.

Towards Efficient Learning of Neural Network Ensembles from Arbitrarily Large Datasets

Zoran Obradovic, Slobodan Vucetic, Kang Peng, 2004, ECAI.

Efficient Visualization of Large-Scale Data Tables through Reordering and Entropy Minimization

Slobodan Vucetic, Nemanja Djuric, Nemanja Djuric, 2013, 2013 IEEE 13th International Conference on Data Mining.

Semi-supervised combination of experts for aerosol optical depth estimation

Slobodan Vucetic, Nemanja Djuric, Lakesh Kansakar, 2016, Artif. Intell..

An expanded evaluation of protein function prediction methods shows an improvement in accuracy

Tapio Salakoski, Paolo Fontana, Silvio C. E. Tosatto, 2016, Genome Biology.

A data partitioning scheme for spatial regression

Zoran Obradovic, Slobodan Vucetic, Tim Fiez, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Scaling Up Graph-Based Semisupervised Learning via Prototype Vector Machines

James T. Kwok, Bahram Parvin, Slobodan Vucetic, 2015, IEEE Transactions on Neural Networks and Learning Systems.

Substring selection for biomedical document classification

Zoran Obradovic, Bo Han, Zhang-Zhi Hu, 2006, Bioinform..

Decentralized Estimation using distortion sensitive learning vector quantization

Slobodan Vucetic, Mihajlo Grbovic, 2013, Pattern Recognit. Lett..

Multi-Modal Trajectory Prediction of NBA Players pdf

Slobodan Vucetic, Nemanja Djuric, Vladan Radosavljevic, 2020, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

Supervised Clustering of Label Ranking Data

Slobodan Vucetic, Nemanja Djuric, Mihajlo Grbovic, 2012, SDM.

Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular Maximization

Slobodan Vucetic, Hongchang Gao, Hanzi Xu, 2021, IJCAI.

A Visualization Approach for Rapid Labeling of Clinical Notes for Smoking Status Extraction

Slobodan Vucetic, Ziyu Yang, Saman Enayati, 2021, DASH.

Data Science with Human in the Loop

Slobodan Vucetic, Eduard Dragut, Yunyao Li, 2021, KDD.

Transfer Learning for Radioactive Particle Tracking

Slobodan Vucetic, Sanja Miskovic, Guilherme Lindner, 2021, Chemical Engineering Science.

Learning Semi-Structured Representations of Radiology Reports pdf

Slobodan Vucetic, Martin Pavlovski, Tamara Katic, 2021, ArXiv.

The generative capacity of probabilistic protein sequence models

Slobodan Vucetic, Allan Haldane, Francisco McGee, 2020, Nature Communications.

Calmodulin signaling: Analysis and prediction of a disorder‐dependent molecular recognition

A Keith Dunker, Zoran Obradovic, Slobodan Vucetic, 2006, Proteins.

Unfoldomics of human diseases: linking protein intrinsic disorder with diseases

A Keith Dunker, Zoran Obradovic, Slobodan Vucetic, 2009, BMC Genomics.

An Active Learning Algorithm Based on Parzen Window Classication

Slobodan Vucetic, Liang Lan, Liang Lan, 2011 .

Functional anthology of intrinsic disorder. 2. Cellular components, domains, technical terms, developmental processes, and coding sequence diversities correlated with long disordered regions.

A Keith Dunker, Zoran Obradovic, Slobodan Vucetic, 2007, Journal of proteome research.

Predicting intrinsic disorder from amino acid sequence

Zoran Obradovic, Slobodan Vucetic, Predrag Radivojac, 2003, Proteins.

ParkAssistant: An Algorithm for Guiding a Car to a Parking Spot

Slobodan Vucetic, Nemanja Djuric, Mihajlo Grbovic, 2016 .

Examination of the influence of data aggregation and sampling density on spatial estimation.

Zoran Obradovic, Slobodan Vucetic, Tim Fiez, 2000 .

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

Jari Björne, Tapio Salakoski, Giorgio Valentini, 2019, Genome Biology.