Zoran Obradovic

发表

Patient-specific early classification of multivariate observations

Mohamed F. Ghalwash, Dusan Ramljak, Zoran Obradovic, 2015, Int. J. Data Min. Bioinform..

Distributed clustering and local regression for knowledge discovery in multiple spatial databases

Zoran Obradovic, Aleksandar Lazarevic, Dragoljub Pokrajac, 2000, ESANN.

Distance Based Modeling of Interactions in Structured Regression

Veljko M. Milutinovic, Zoran Obradovic, Ivan Stojkovic, 2016, IJCAI.

Combining Prior Symbolic Knowledge and Constructive Neural Network Learning

Zoran Obradovic, Justin Fletcher, Z. Obradovic, 1993 .

Classification on Data with Biased Class Distribution

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

Prediction of Solar Radiation Based on Spatial and Temporal Embeddings for Solar Generation Forecast

Zoran Obradovic, Mladen Kezunovic, Mohammad Alqudah, 2020, HICSS.

Temporal Graph Regression via Structure-Aware Intrinsic Representation Learning

Chao Han, Zoran Obradovic, Xi Hang Cao, 2019, SDM.

A robust data scaling algorithm to improve classification accuracies in biomedical data

Zoran Obradovic, Ivan Stojkovic, Xi Hang Cao, 2016, BMC Bioinformatics.

Modeling Healthcare Quality via Compact Representations of Electronic Health Records

Zoran Obradovic, Nemanja Djuric, Jelena Stojanovic, 2017, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

A software system for spatial data analysis and modeling

Zoran Obradovic, Aleksandar Lazarevic, Tim Fiez, 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

Classification and Mining of Brain Image Data Using Adaptive Recursive Partitioning Methods: Application to Alzheimer Disease and Brain Activation Patterns

Fillia Makedon, Andrew J. Saykin, Zoran Obradovic, 2003 .

Prediction of Boundaries Between Intrinsically Ordered and Disordered Protein Regions

Zoran Obradovic, Predrag Radivojac, A. Keith Dunker, 2002, Pacific Symposium on Biocomputing.

Hospital pricing estimation by Gaussian conditional random fields based regression on graphs

Zoran Obradovic, Athanasia Polychronopoulou, 2014, 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Unsupervised Integration of Multiple Protein Disorder Predictors: The Method and Evaluation on CASP7, CASP8 and CASP9 Data

Zoran Obradovic, Ping Zhang, 2011, Proteome Science.

Preface to the Third IEEE ICDM Workshop on Knowledge Discovery from Climate Data

Nitesh V. Chawla, Vipin Kumar, Zoran Obradovic, 2011, IEEE ICDM 2011.

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.

DisProt: the Database of Disordered Proteins

Zoran Obradovic, Vladimir Vacic, Peter Tompa, 2006, Nucleic Acids Res..

Improving Sequence Alignments For Intrinsically Disordered Proteins

Zoran Obradovic, Predrag Radivojac, A. Keith Dunker, 2001, Pacific Symposium on Biocomputing.

Improved Spatial-Temporal Forecasting through Modelling of Spatial Residuals in Recent History

Zoran Obradovic, Dragoljub Pokrajac, Z. Obradovic, 2001, SDM.

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

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

A Robust Descriptor for Color Texture Classification Under Varying Illumination

Zoran Obradovic, Fang Zhou, Adilson Gonzaga, 2017, VISIGRAPP.

A Neural Network-Based Method for Site-Specific Fertilization Recommendation

Zoran Obradovic, Dragoljub Pokrajac, 2001 .

A Data Generator for Evaluating Spatial Issues in Precision Agriculture

Zoran Obradovic, Dragoljub Pokrajac, Tim Fiez, 2002, Precision Agriculture.

Active Selection of Sensor Sites in Remote Sensing Applications

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

The Protein Non-Folding Problem: Amino Acid Determinants of Intrinsic Order and Disorder

Zoran Obradovic, A. Keith Dunker, Celeste J. Brown, 2000, Pacific Symposium on Biocomputing.

Prediction of Attributes and Links in Temporal Social Networks

Zoran Obradovic, Yuhong Guo, Vladimir Ouzienko, 2010, ECAI.

Analysis of multiplex gene expression maps obtained by voxelation

Zoran Obradovic, Vasileios Megalooikonomou, Li An, 2008, 2008 IEEE International Conference on Bioinformatics and Biomedicine.

ProtBuD: a database of biological unit structures of protein families and superfamilies

Zoran Obradovic, Qifang Xu, Roland L. Dunbrack, 2006, Bioinform..

Special issue on the best papers of SDM'09

Zoran Obradovic, Huan Liu, Z. Obradovic, 2009, Stat. Anal. Data Min..

Reusable components in decision tree induction algorithms

Zoran Obradovic, Milos Jovanovic, Boris Delibasic, 2011, Computational Statistics.

Learning a Dynamic-Based Representation for Multivariate Biomarker Time Series Classifications

Zoran Obradovic, Chao Han, Xi Hang Cao, 2018, 2018 IEEE International Conference on Healthcare Informatics (ICHI).

Discrete multivalued neural networks

Zoran Obradovic, 1992 .

Constructively learning a near-minimal neural network architecture

Zoran Obradovic, Justin Fletcher, 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).

What’s in a name? Why these proteins are intrinsically disordered

Sonia Longhi, Burkhard Rost, Zoran Obradovic, 2013, Intrinsically disordered proteins.

Modeling Mobile User Actions for Purchase Recommendation using Deep Memory Networks

Zoran Obradovic, Djordje Gligorijevic, Mihajlo Grbovic, 2018, SIGIR.

Imputation of missing links and attributes in longitudinal social surveys

Zoran Obradovic, Vladimir Ouzienko, Z. Obradovic, 2011, Machine Learning.

Biased News Data Influence on Classifying Social Media Posts

Zoran Obradovic, Marija Stanojevic, Eduard Constantin Dragut, 2019, NewsIR@SIGIR.

Integration of heterogeneous sources of partial domain knowledge

Zoran Obradovic, Justin Fletcher, Pedro Romero, 2000 .

Gaussian Conditional Random Fields for Aggregation of Operational Aerosol Retrievals

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

Structured Regression on Multiscale Networks

Zoran Obradovic, Jesse Glass, Z. Obradovic, 2017, IEEE Intelligent Systems.

Fast learning of scale‐free networks based on Cholesky factorization

Veljko M. Milutinovic, Zoran Obradovic, Ivan Stojkovic, 2018, Int. J. Intell. Syst..

Learning from class-imbalanced data in wireless sensor networks

Krishna M. Sivalingam, Zoran Obradovic, Predrag Radivojac, 2003, 2003 IEEE 58th Vehicular Technology Conference. VTC 2003-Fall (IEEE Cat. No.03CH37484).

Cost Sensitive Time-Series Classification

Mohamed F. Ghalwash, Zoran Obradovic, Shoumik Roychoudhury, 2017, ECML/PKDD.

Analysis of Temporal High-Dimensional Gene Expression Data for Identifying Informative Biomarker Candidates

Zoran Obradovic, Qiang Lou, 2012, 2012 IEEE 12th International Conference on Data Mining.

A Bayesian Sparse Generalized Linear Model With an Application to Multiscale Covariate Discovery for Observed Rainfall Extremes Over the United States

Zoran Obradovic, Auroop R. Ganguly, Debasish Das, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Extended color local mapped pattern for color texture classification under varying illumination

Zoran Obradovic, Fang Zhou, Adilson Gonzaga, 2018 .

Deeply Supervised Semantic Model for Click-Through Rate Prediction in Sponsored Search pdf

Zoran Obradovic, Ivan Stojkovic, Djordje Gligorijevic, 2018, ArXiv.

Comparison of symbolic and connectionist approaches to local experts integration

Zoran Obradovic, P. R. Romero, P. Romero, 1995, IEEE Technical Applications Conference and Workshops. Northcon/95. Conference Record.

A heuristic information cluster search approach for precise functional brain mapping

Yin Wang, Zoran Obradovic, Nima Asadi, 2020, Human brain mapping.

D2P2: database of disordered protein predictions

Lukasz A. Kurgan, Mohamed F. Ghalwash, Zoran Obradovic, 2012, Nucleic Acids Res..

Reranking Medline Citations by Relevance to a Difficult Biological Query

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

Domain knowledge Based Hierarchical Feature Selection for 30-Day Hospital Readmission Prediction

Zoran Obradovic, Gregor Stiglic, Milan Vukicevic, 2015, AIME.

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

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

Single and Multiple Frame Video Traffic Prediction Using Neural Network Models

T. V. Lakshman, Zoran Obradovic, Cauligi S. Raghavendra, 1995 .

A privacy-preserving framework for distributed clinical decision support

Zoran Obradovic, George Mathew, Z. Obradovic, 2011, 2011 IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences (ICCABS).

Early classification of multivariate temporal observations by extraction of interpretable shapelets

Mohamed F. Ghalwash, Zoran Obradovic, Z. Obradovic, 2012, BMC Bioinformatics.

Uncertainty Propagation in Long-Term Structured Regression on Evolving Networks

Zoran Obradovic, Jelena Stojanovic, Djordje Gligorijevic, 2016, AAAI.

Dynamic distributed predictive learning models that preserve privacy for hospitals with insufficient labeled data

Zoran Obradovic, George Mathew, 2013, Network Modeling Analysis in Health Informatics and Bioinformatics.

False alarm suppression in early prediction of cardiac arrhythmia

Mohamed F. Ghalwash, Zoran Obradovic, Shoumik Roychoudhury, 2015, 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE).

IEEE 7th BIBE Invited Plenary Keynote: Intrinsically Disordered Proteins: Predictions and Applications

Zoran Obradovic, Jingwei Meng, A. Keith Dunker, 2007, 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering.

Leveraging Subsequence-orders for Univariate and Multivariate Time-series Classification

Zoran Obradovic, Fang Zhou, Shoumik Roychoudhury, 2019, SDM.

Aerosol Optical Depth Prediction from Satellite Obsercations by Multiple Instance Regression

Zoran Obradovic, Bo Han, Zhuang Wang, 2008, SDM.

Clustering-regression-ordering steps for knowledge discovery in spatial databases

Zoran Obradovic, Aleksandar Lazarevic, Xiaowei Xu, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Data Reduction Using Multiple Models Integration

Zoran Obradovic, Aleksandar Lazarevic, Z. Obradovic, 2001, PKDD.

A decoupled exponential random graph model for prediction of structure and attributes in temporal social networks

Zoran Obradovic, Yuhong Guo, Vladimir Ouzienko, 2011, Stat. Anal. Data Min..

Guest editorial: Special issue on data mining for medicine and healthcare

Fei Wang, Ian Davidson, Zoran Obradovic, 2015, Data Mining and Knowledge Discovery.

Effective pruning of neural network classifier ensembles

Zoran Obradovic, Aleksandar Lazarevic, Z. Obradovic, 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).

Boosting Localized Classifiers in Heterogeneous Databases

Zoran Obradovic, Aleksandar Lazarevic, Z. Obradovic, 2001, SDM.

Semi-Supervised Learning on Single-View Datasets by Integration of Multiple Co-trained Classifiers

Zoran Obradovic, Zora Konjovic, Aleksandar Kovacevic, 2012, 2012 11th International Conference on Machine Learning and Applications.

Local spatial biclustering and prediction of urban juvenile delinquency and recidivism

Zoran Obradovic, Jeremy Mennis, Alan J. Izenman, 2011, Stat. Anal. Data Min..

A heuristic feature cluster search algorithm for precise functional brain mapping

Yin Wang, Zoran Obradovic, Ingrid R. Olson, 2019, bioRxiv.

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.

Casting a Wider Net: Data Driven Discovery of Proxies for Target Diagnoses

Dusan Ramljak, Zoran Obradovic, Shoumik Roychoudhury, 2015, AMIA.

Dna Microarray Snp Associations with Clinical Efficacy and Side Effects of Domperidone Treatment for Gastroparesis

Zoran Obradovic, Dairong Wang, Henry P. Parkman, 2022 .

Exploring alternative knowledge representations for protein secondary-structure prediction

Zoran Obradovic, A. Keith Dunker, Uros Midic, 2007, Int. J. Data Min. Bioinform..

A New Machine Learning Approach for Protein Phosphorylation Site Prediction in Plants

Dong Xu, Zoran Obradovic, A. Keith Dunker, 2009, BICoB.

A distributed decision support algorithm that preserves personal privacy

Zoran Obradovic, George Mathew, Z. Obradovic, 2014, Journal of Intelligent Information Systems.

DisProt: a database of protein disorder

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

Regime signaling techniques for non-stationary time series forecasting

Zoran Obradovic, Radu Drossu, 1997, Proceedings of the Thirtieth Hawaii International Conference on System Sciences.

Predicting Adversarial Cyber-Intrusion Stages Using Autoregressive Neural Networks

Zoran Obradovic, Aunshul Rege, Brian Singer, 2018, IEEE Intelligent Systems.

Integration of Deterministic and Statistical Algorithms for Aerosol Retrieval

Zoran Obradovic, Slobodan Vucetic, Bo Han, 2005 .

Improving Computational Efficiency for Personalized Medical Applications in Mobile Cloud Computing Environment

Zoran Obradovic, George Mathew, 2013, 2013 IEEE International Conference on Healthcare Informatics.

Modeling Spatial-Temporal Data with a Short Observation History

Zoran Obradovic, Dragoljub Pokrajac, Reed L. Hoskinson, 2003, Knowledge and Information Systems.

Parallel and distributed systems for constructive neural network learning

Zoran Obradovic, Justin Fletcher, 1993, [1993] Proceedings The 2nd International Symposium on High Performance Distributed Computing.

NSF BIGDATA PI Meeting - Domain-Specific Research Directions and Data Sets

Lisa Singh, Zoran Obradovic, George Karypis, 2019, SGMD.

Proceedings of the 1st international workshop on Text mining in bioinformatics

Min Song, Zoran Obradovic, 2006, CIKM 2006.

Exploiting unlabeled data for improving accuracy of predictive data mining

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

Extracting Entities and Topics from News and Connecting Criminal Records pdf

Zoran Obradovic, Marija Stanojevic, Quang Pham, 2020, ArXiv.

A multi-component nonlinear prediction system for the S&P 500 Index

Zoran Obradovic, Tim Chenoweth, Z. Obradovic, 1996, Neurocomputing.

Multi-domain and multi-view networks model for clustering hospital admissions from the emergency department

Zoran Obradovic, Nouf Albarakati, Z. Obradovic, 2018, International Journal of Data Science and Analytics.

Analysis of Multiplex Gene Expression Maps Obtained by Voxelation

Zoran Obradovic, Vasileios Megalooikonomou, Li An, 2008, BIBM.

Semi-supervised learning for structured regression on partially observed attributed graphs pdf

Zoran Obradovic, Milos Jovanovic, Jelena Stojanovic, 2018, SDM.

Proceedings of the Sixth SIAM International Conference on Data Mining: Preface

Zoran Obradovic, Philip S. Yu, Johannes Gehrke, 2006 .

Utilizing temporal patterns for estimating uncertainty in interpretable early decision making

Mohamed F. Ghalwash, Zoran Obradovic, Vladan Radosavljevic, 2014, KDD.

Improving Protein Secondary-Structure Prediction by Predicting Ends of Secondary-Structure Segments

Zoran Obradovic, A. Keith Dunker, Uros Midic, 2005, IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology.

Efficient Learning from Massive Spatial-Temporal Data Through Selective Support Vector Propagation

Zoran Obradovic, Yilian Qin, 2006, ECAI.

Uncertainty Analysis of Neural-Network-Based Aerosol Retrieval

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

Which links should I use? A variogram-based selection of relationship measures for prediction of node attributes in temporal multigraphs

Dusan Ramljak, Zoran Obradovic, Kosta Ristovski, 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

Length-dependent prediction of protein intrinsic disorder

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

Understanding Cloud Data Using Approximate String Matching and Edit Distance

Zoran Obradovic, Justin Y. Shi, Joseph Jupin, 2012, 2012 SC Companion: High Performance Computing, Networking Storage and Analysis.

Intrinsically Disordered Proteins: An Update

Zoran Obradovic, Jack Y. Yang, A. Keith Dunker, 2007, 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering.

Knowledge discovery by fusion of information

Zoran Obradovic, Bo Han, 2007 .

Component-based decision trees for classification

Zoran Obradovic, Milos Jovanovic, Boris Delibasic, 2011, Intell. Data Anal..

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).

Spatially penalized regression for dependence analysis of rare events: A study in precipitation extremes

Vipin Kumar, Zoran Obradovic, Snigdhansu Chatterjee, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Learning by aggregating experts and filtering novices: a solution to crowdsourcing problems in bioinformatics

Zoran Obradovic, Ping Zhang, Weidan Cao, 2013, BMC Bioinformatics.

Predicting Sepsis Biomarker Progression under Therapy

Zoran Obradovic, Ivan Stojkovic, Z. Obradovic, 2017, 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS).

Prediction horizon effects on stochastic modelling hints for neural networks

Zoran Obradovic, R. Drossu, 1995 .

Early Diagnosis and Its Benefits in Sepsis Blood Purification Treatment

Mohamed F. Ghalwash, Zoran Obradovic, Vladan Radosavljevic, 2013, 2013 IEEE International Conference on Healthcare Informatics.

Adaptive Boosting for Spatial Functions with Unstable Driving Attributes

Zoran Obradovic, Aleksandar Lazarevic, Tim Fiez, 2000, PAKDD.

Extending the Modelling Capacity of Gaussian Conditional Random Fields while Learning Faster

Mohamed F. Ghalwash, Zoran Obradovic, Milan Vukicevic, 2016, AAAI.

Evolutionary design of application tailored neural networks

Zoran Obradovic, Rangarajan Srikumar, 1994, Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence.

Mining Skier Transportation Patterns From Ski Resort Lift Usage Data

Zoran Obradovic, Boris Delibasic, Pavlos Delias, 2017, IEEE Transactions on Human-Machine Systems.

Editorial Message

Zoran Obradovic, Zoran Obradovic, 2018, Big Data.

Gaussian conditional random fields extended for directed graphs

Zoran Obradovic, Fang Zhou, Tijana Vujicic, 2016, Machine Learning.

On the dynamics of user engagement in news comment media

Chao Han, Zoran Obradovic, Eduard Constantin Dragut, 2019, WIREs Data Mining Knowl. Discov..

Joint Learning of Representation and Structure for Sparse Regression on Graphs

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

Analysis of Adversarial Movement Through Characteristics of Graph Topological Ordering

Zoran Obradovic, Aunshul Rege, Nima Asadi, 2018, 2018 International Conference On Cyber Situational Awareness, Data Analytics And Assessment (Cyber SA).

Intrinsically Disordered Proteins: Predictions and Applications.

Zoran Obradovic, A. Keith Dunker, Vladimir N. Uversky, 2007 .

A discrete approach to constructive neural network learning

Zoran Obradovic, Justin Fletcher, 1995, Neural Parallel Sci. Comput..

Shape Invariant Formulation for Change Point Models in Multiple Dimensions

Zoran Obradovic, Jesse Glass, 2016, ECAI.

Ranking Based Multitask Learning of Scoring Functions

Mohamed F. Ghalwash, Zoran Obradovic, Ivan Stojkovic, 2017, ECML/PKDD.

Deeply supervised model for click-through rate prediction in sponsored search

Zoran Obradovic, Ivan Stojkovic, Djordje Gligorijevic, 2019, Data Mining and Knowledge Discovery.

Parallel neural network learning through repetitive bounded depth trajectory branching

Zoran Obradovic, Iuri Mehr, Z. Obradovic, 1994, Proceedings of 8th International Parallel Processing Symposium.

Spatial-temporal data mining

Zoran Obradovic, Dragoljub Pokrajac, 2002 .

Predicting Sepsis Severity from Limited Temporal Observations

Zoran Obradovic, Ivan Stojkovic, Xi Hang Cao, 2014, Discovery Science.

Distributed and parallel knowledge discovery (workshop session) (title only)

Vipin Kumar, Zoran Obradovic, Hillol Kargupta, 2000, Knowledge Discovery and Data Mining.

Bioinformatics analysis of disordered proteins in prokaryotes

Zoran Obradovic, Gordana Pavlovic-Lazetic, Nenad S. Mitic, 2011, BMC Bioinformatics.

Intelligent Data Analysis for Protein Disorder Prediction

Zoran Obradovic, A. Keith Dunker, Pedro Romero, 2000, Artificial Intelligence Review.

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.

Extraction of Interpretable Multivariate Patterns for Early Diagnostics

Mohamed F. Ghalwash, Zoran Obradovic, Vladan Radosavljevic, 2013, 2013 IEEE 13th International Conference on Data Mining.

Extraction of Discriminative Functional MRI Activation Patterns and an Application to Alzheimer's Disease

Fillia Makedon, Andrew J. Saykin, Zoran Obradovic, 2004, MICCAI.

Identifying pair-wise gene functional similarity by multiplex gene expression maps and supervised learning

Zoran Obradovic, Vasileios Megalooikonomou, Haibin Ling, 2011, BCB '11.

Using a Real-Time Cybersecurity Exercise Case Study to Understand Temporal Characteristics of Cyberattacks

Zoran Obradovic, Aunshul Rege, Brian Singer, 2017, SBP-BRiMS.

Continuous Conditional Random Fields for Regression in Remote Sensing

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

Guest editorial

Fei Wang, Hanghang Tong, Zoran Obradovic, 2014, Advances in Manufacturing.

Predicting Poll Trends Using Twitter and Multivariate Time-Series Classification

Zoran Obradovic, Fang Zhou, Shoumik Roychoudhury, 2016, SocInfo.

Distinguishing Among 3-D Distributions for Brain Image Data Classification

Zoran Obradovic, Aleksandar Lazarevic, Vasileios Megalooikonomou, 2001 .

Learning pair-wise gene functional similarity by multiplex gene expression maps

Zoran Obradovic, Vasileios Megalooikonomou, Haibin Ling, 2012, BMC Bioinformatics.

Panning for gold: using variograms to select useful connections in a temporal multigraph setting

Dusan Ramljak, Zoran Obradovic, Kosta Ristovski, 2014, Social Network Analysis and Mining.

A tool for controlled knowledge discovery in spatial domains

Zoran Obradovic, Dragoljub Pokrajac, Tim Fiez, 2000, ESM.

Improvement of Survival Prediction from Gene Expression Profiles by Mining of Prior Knowledge

Zoran Obradovic, Siyuan Ren, 2008, 2008 IEEE International Conference on Bioinformatics and Biomedicine.

Knowledge discovery through probabilistic models

Zoran Obradovic, Kosta Ristovski, 2012 .

Rapid design of neural networks for time series prediction

Zoran Obradovic, R. Drossu, Z. Obradovic, 1996 .

Learning heterogeneous functions from sparse and non-uniform samples

Zoran Obradovic, Dragoljub Pokrajac, Z. Obradovic, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

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.

Adaptive Skip-Train Structured Regression for Temporal Networks

Ljupco Kocarev, Zoran Obradovic, Fang Zhou, 2017, ECML/PKDD.

Embedding Technical Analysis Into Neural Network Based Trading Systems

Zoran Obradovic, Tim Chenoweth, Sauchi Stephen Lee, 1996, Appl. Artif. Intell..

Classifying Temporal microarray Data by Selecting Informative genes

Zoran Obradovic, Qiang Lou, 2013, J. Bioinform. Comput. Biol..

Generalization-Aware Structured Regression towards Balancing Bias and Variance

Ljupco Kocarev, Zoran Obradovic, Fang Zhou, 2018, IJCAI.

Pain-Free Blood Glucose Monitoring Using Wearable Sensors: Recent Advancements and Future Prospects

Zoran Obradovic, Jaime Lloret, Houbing Song, 2018, IEEE Reviews in Biomedical Engineering.

Exploring genetic variability in drug therapy by selecting a minimum subset of the most informative single nucleotide polymorphisms through approximation of a markov blanket in a kernel-induced space

Zoran Obradovic, Qiang Lou, Henry P. Parkman, 2012, 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB).

Fast Sparse Gaussian Markov Random Fields Learning Based on Cholesky Factorization

Veljko M. Milutinovic, Zoran Obradovic, Ivan Stojkovic, 2017, IJCAI.

Optimizing Long Intrinsic Disorder Predictors with Protein Evolutionary Information

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

Big data analytics for future electricity grids

Zoran Obradovic, Mladen Kezunovic, Tao Hong, 2020, Electric Power Systems Research.

Constraint graphs as security filters for privacy assurance in medical transactions

Zoran Obradovic, George Mathew, 2011, BCB '11.

Log linear models for prediction and analysis of networks

Zoran Obradovic, Vladimir Ouzienko, 2012 .

Boosting Algorithms for Parallel and Distributed Learning

Zoran Obradovic, Aleksandar Lazarevic, Z. Obradovic, 2022 .

Ski injury predictive analytics from massive ski lift transportation data

Zoran Obradovic, Milos Jovanovic, Boris Delibasic, 2018 .

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

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

Distributed Privacy Preserving Decision Support System for Predicting Hospitalization Risk in Hospitals with Insufficient Data

Zoran Obradovic, George Mathew, Z. Obradovic, 2012, 2012 11th International Conference on Machine Learning and Applications.

Combining Regressive and Auto-Regressive Models for Spatial-Temporal Prediction

Zoran Obradovic, Dragoljub Pokrajac, Z. Obradovic, 2001 .

Sparse Learning of the Disease Severity Score for High-Dimensional Data

Zoran Obradovic, Ivan Stojkovic, Z. Obradovic, 2017, Complex..

Time-Aware User Embeddings as a Service

Zoran Obradovic, Ivan Stojkovic, Djordje Gligorijevic, 2020, KDD.

Integration of multiple annotators by aggregating experts and filtering novices

Zoran Obradovic, Ping Zhang, Z. Obradovic, 2012, 2012 IEEE International Conference on Bioinformatics and Biomedicine.

Disease Prediction Based on Prior Knowledge

Zoran Obradovic, Peter Kokol, Gregor Stiglic, 2012 .

Temporal Evaluation of Risk Factors for Acute Myocardial Infarction Readmissions

Zoran Obradovic, Gregor Stiglic, Adam Davey, 2013, 2013 IEEE International Conference on Healthcare Informatics.

Learning from incomplete high-dimensional data

Zoran Obradovic, Qiang Lou, 2013 .

Modeling Multivariate Spatio-Temporal Remote Sensing Data with Large Gaps

Zoran Obradovic, Qiang Lou, Z. Obradovic, 2011, IJCAI.

Time-to-event estimation by re-defining time

Zoran Obradovic, Chao Han, Xi Hang Cao, 2019, J. Biomed. Informatics.

Training an artificial neural network to discriminate between magnetizing inrush and internal faults

Zoran Obradovic, J. L. Meador, A. J. Flechsig, 1994 .

Learning with Discrete Multi-Valued Neurons

Zoran Obradovic, Ian Parberry, 1990, ML.

A method for design of data-tailored partitioning algorithms for optimizing the number of clusters in microarray analysis

Zoran Obradovic, Milos Jovanovic, Boris Delibasic, 2012, 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB).

Report from the workshop on distributed and parallel knowledge discovery, ACM SIGKDD-2000

Vipin Kumar, Zoran Obradovic, Joydeep Ghosh, 2000, SKDD.

Deep Attention Model for Triage of Emergency Department Patients pdf

Zoran Obradovic, Ivan Stojkovic, Jelena Stojanovic, 2018, SDM.

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

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

2012 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2012, Philadelphia, PA, USA, October 4-7, 2012

Xiaohua Hu, Yunming Ye, Majid Sarrafzadeh, 2012, IEEE International Conference on Bioinformatics and Biomedicine.

Integration of multiple prediction models for centralized and distributed knowledge discovery in databases

Zoran Obradovic, Aleksandar Lazarevic, Z. Obradovic, 2002 .

An adaptive partitioning approach for mining discriminant regions in 3D image data

Zoran Obradovic, Aleksandar Lazarevic, Dragoljub Pokrajac, 2008, Journal of Intelligent Information Systems.

Risk Assessment of a Transmission Line Insulation Breakdown Due to Lightning and Severe Weather

Zoran Obradovic, Mladen Kezunovic, Payman Dehghanian, 2016, 2016 49th Hawaii International Conference on System Sciences (HICSS).

Spatially Aware Ensemble-Based Learning to Predict Weather-Related Outages in Transmission

Zoran Obradovic, Mladen Kezunovic, Tatjana Dokic, 2019, HICSS.

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.

Editorial Message.

Zoran Obradovic, Zoran Obradovic, 2019, Big data.

A fast structured regression for large networks

Mohamed F. Ghalwash, Zoran Obradovic, Fang Zhou, 2016, 2016 IEEE International Conference on Big Data (Big Data).

Predicting Ground-based Aerosol Optical Depth with Satellite Images Via Gaussian Processes

Zoran Obradovic, Goo Jun, Joydeep Ghosh, 2010, KDIR.

Intrinsic Disorder in Putative Protein Sequences

Zoran Obradovic, Uros Midic, 2011, BIBM.

Data mining techniques for designing neural network time series predictors

Zoran Obradovic, Radu Drossu, Z. Obradovic, 2000 .

A Greedy Best-First Search Algorithm for Accurate Functional Brain Mapping

Yin Wang, Zoran Obradovic, Ingrid R. Olson, 2018 .

Social network analysis for better understanding of influenza

Zoran Obradovic, Djordje Gligorijevic, Jelena Gligorijevic, 2019, J. Biomed. Informatics.

Neural Gaussian Conditional Random Fields

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

Improving Hospital Readmission Prediction Using Domain Knowledge Based Virtual Examples

Zoran Obradovic, Gregor Stiglic, Milan Vukicevic, 2015, KMO.

Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014

Srinivasan Parthasarathy, Zoran Obradovic, Mohammed J. Zaki, 2014, SDM.

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

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

Minimum redundancy maximum relevance feature selection approach for temporal gene expression data

Mohamed F. Ghalwash, Zoran Obradovic, Nenad Filipovic, 2017, BMC Bioinformatics.

Mining Extremes: Severe Rainfall and Climate Change

Zoran Obradovic, Auroop R. Ganguly, Debasish Das, 2012, ECAI.

Unsupervised integration of multiple protein disorder predictors

Zoran Obradovic, Ping Zhang, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Knowledge Discovery in Multiple Spatial Databases

Zoran Obradovic, Aleksandar Lazarevic, 2002, Neural Computing & Applications.

Learning with Discrete Multi-valued Neurons

Zoran Obradovic, Ian Parberry, I. Parberry, 1990, J. Comput. Syst. Sci..

Neural network-based software for fertilizer optimization in precision farming

Zoran Obradovic, Dragoljub Pokrajac, Z. Obradovic, 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).

Structured Regression on Multilayer Networks

Zoran Obradovic, Athanasia Polychronopoulou, Z. Obradovic, 2016, SDM.

Assessment of Group Dynamics During Cyber Crime Through Temporal Network Topology

Zoran Obradovic, Aunshul Rege, Nima Asadi, 2018, SBP-BRiMS.

The distributed boosting algorithm

Zoran Obradovic, Aleksandar Lazarevic, Z. Obradovic, 2001, KDD '01.

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

Zoran Obradovic, Slobodan Vucetic, Kosta Ristovski, 2010 .

Cooperative Genetic Algorithm for Optimization Problems in Distributed Computer Systems

Zoran Obradovic, Cauligi S. Raghavendra, Raja Venkateswaran, 1993 .

Feature Selection Filters Based on the Permutation Test

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

Effective classification of 3D image data using partitioning methods

Zoran Obradovic, Aleksandar Lazarevic, Dragoljub Pokrajac, 2002, IS&T/SPIE Electronic Imaging.

Machine Learning Approach for Predicting Wall Shear Distribution for Abdominal Aortic Aneurysm and Carotid Bifurcation Models

Zarko Milosevic, Zoran Obradovic, Nenad Filipovic, 2018, IEEE Journal of Biomedical and Health Informatics.

Prediction of intrinsic disorder and its use in functional proteomics.

A Keith Dunker, Zoran Obradovic, Predrag Radivojac, 2007, Methods in molecular biology.

Keyphrase extraction-based query expansion in digital libraries

Min Song, Robert B. Allen, Zoran Obradovic, 2006, Proceedings of the 6th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL '06).

ProtBuD: a database of biological unit structures of protein families and superfamilies

Zoran Obradovic, Qifang Xu, Roland L. Dunbrack, 2006, Bioinform..

Internal Evaluation Measures as Proxies for External Indices in Clustering Gene Expression Data

Zoran Obradovic, Milos Jovanovic, Boris Delibasic, 2011, 2011 IEEE International Conference on Bioinformatics and Biomedicine.

A data mining approach for optimization of acute inflammation therapy

Zoran Obradovic, Kosta Ristovski, Vladan Radosavljevic, 2012, 2012 IEEE International Conference on Bioinformatics and Biomedicine.

A Data-Mining Approach for the Validation of Aerosol Retrievals

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

Small Depth Polynomial Size Neural Networks

Zoran Obradovic, Peiyuan Yan, 1990, Neural Computation.

Imputation of Missing Links and Attributes in Longitudinal Social Surveys

Zoran Obradovic, Vladimir Ouzienko, 2011, ICDM Workshops.

Distribution comparison for site-specific regression modeling in agriculture

Stephen Kwek, Zoran Obradovic, Dragoljub Pokrajac, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Structured feature selection using coordinate descent optimization

Mohamed F. Ghalwash, Zoran Obradovic, Ivan Stojkovic, 2016, BMC Bioinformatics.

Intelligent systems in electricity market modeling

Zoran Obradovic, Kevin Tomsovic, H. Salehfar, 1999, 1999 IEEE Power Engineering Society Summer Meeting. Conference Proceedings (Cat. No.99CH36364).

Readmission Classification Using Stacked Regularized Logistic Regression Models

Fei Wang, Zoran Obradovic, Gregor Stiglic, 2014, AMIA.

Distributed Privacy-Preserving Decision Support System for Highly Imbalanced Clinical Data

Zoran Obradovic, George Mathew, Z. Obradovic, 2013, TMIS.

Further results on structured regression for multi-scale networks pdf

Zoran Obradovic, Milan Basic, Branko Arsic, 2019, ArXiv.

Protein sequence alignment and structural disorder: a substitution matrix for an extended alphabet

Zoran Obradovic, A. Keith Dunker, Uros Midic, 2009, StReBio '09.

New Methods for Analyzing Complex Biomedical Systems and Signals

Zoran Obradovic, Valeri Mladenov, Irini Reljin, 2018, Complex..

A robust data scaling algorithm for gene expression classification

Zoran Obradovic, Xi Hang Cao, 2015, 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering (BIBE).

Towards Efficient Learning of Neural Network Ensembles from Arbitrarily Large Datasets

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

Efficient probability density balancing for supporting distributed knowledge discovery in large databases

Zoran Obradovic, Dragan Obradovic, Z. Obradovic, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Subjective Probability

Zoran Obradovic, Aleksandar Lazarevic, Dragoljub Pokrajac, 1994 .

Poster: Auto-reduction of features for containing communication costs in a distributed privacy-preserving clinical decision support system

Zoran Obradovic, George Mathew, 2013, 2013 IEEE 3rd International Conference on Computational Advances in Bio and medical Sciences (ICCABS).

Improving confidence while predicting trends in temporal disease networks pdf

Zoran Obradovic, Jelena Stojanovic, Djordje Gligorijevic, 2018, ArXiv.

Understanding the influence of noise, sampling density and data distribution on spatial prediction quality through the use of simulated data

Zoran Obradovic, Dragoljub Pokrajac, Tim Fiez, 2000, ESM.

Learning from Inconsistent and Unreliable Annotators by a Gaussian Mixture Model and Bayesian Information Criterion

Zoran Obradovic, Ping Zhang, 2011, ECML/PKDD.

Editorial Message.

Zoran Obradovic, Zoran Obradovic, 2019, Big data.

Systematic Framework for Integration of Weather Data into Prediction Models for the Electric Grid Outage and Asset Management Applications

Zoran Obradovic, Mladen Kezunovic, Tatjana Djokic, 2018, HICSS.

Minimization of multivalued multithreshold perceptrons using genetic algorithms

Ivan Stojmenovic, Alioune Ngom, Zoran Obradovic, 1998, Proceedings. 1998 28th IEEE International Symposium on Multiple- Valued Logic (Cat. No.98CB36138).

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).

Non-parametric Bayesian mixture of sparse regressions with application towards feature selection for statistical downscaling

Zoran Obradovic, Jennifer G. Dy, Auroop R. Ganguly, 2014 .

Substring selection for biomedical document classification

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

Pattern discovery in intrusion chains and adversarial movement

Zoran Obradovic, Aunshul Rege, Nima Asadi, 2019, 2019 International Conference on Cyber Situational Awareness, Data Analytics And Assessment (Cyber SA).

Regression Learning with Multiple Noisy Oracles

Zoran Obradovic, Kosta Ristovski, Yuhong Guo, 2010, ECAI.

Optimizing clinical trials recruitment via deep learning

Zoran Obradovic, Djordje Gligorijevic, Lucas Glass, 2019, J. Am. Medical Informatics Assoc..

Computational Drug Repositioning by Ranking and Integrating Multiple Data Sources

Zoran Obradovic, Pankaj Agarwal, Ping Zhang, 2013, ECML/PKDD.

INFFC data analysis: lower bounds and testbed design recommendations

Zoran Obradovic, Radu Drossu, 1997, Proceedings of the IEEE/IAFE 1997 Computational Intelligence for Financial Engineering (CIFEr).

Towards a DGSS Prototype for Early Warning for Ski Injuries

Zoran Obradovic, Boris Delibasic, 2012, 2012 IEEE 28th International Conference on Data Engineering Workshops.

Adaptive boosting techniques in heterogeneous and spatial databases

Zoran Obradovic, Aleksandar Lazarevic, Z. Obradovic, 2001, Intell. Data Anal..

Vocabularies in collaboration channels

Zoran Obradovic, George Mathew, 2010, 6th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2010).

A Simple yet Effective Model for Zero-Shot Learning

Zoran Obradovic, Kyungnam Kim, Xi Hang Cao, 2018, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).

Special issue on the best papers of SDM'09

Huan Liu, Zoran Obradovic, 2009, Stat. Anal. Data Min..

Surveying public opinion using label prediction on social media data

Zoran Obradovic, Marija Stanojevic, Jumanah Alshehri, 2019, 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Disease-Based Clustering of Hospital Admission: Disease Network of Hospital Networks Approach

Zoran Obradovic, Nouf Albarakati, 2017, 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS).

Analog Neural Networks of Limited Precision I: Computing with Multilinear Threshold Functions

Zoran Obradovic, Ian Parberry, 1989, NIPS.

A temporal assessment of cyber intrusion chains using multidisciplinary frameworks and methodologies

Zoran Obradovic, Aunshul Rege, Brian Singer, 2017, 2017 International Conference On Cyber Situational Awareness, Data Analytics And Assessment (Cyber SA).

Identifying gene functions using functional expression profiles obtained by voxelation

Zoran Obradovic, Vasileios Megalooikonomou, Li An, 2010, BCB '10.

Continuous Conditional Dependency Network for Structured Regression

Mohamed F. Ghalwash, Zoran Obradovic, Chao Han, 2017, AAAI.

Kernel-based Characterization of Dynamics in a Heterogeneous Population of Septic Patients Under Therapy

Zoran Obradovic, Kosta Ristovski, 2012 .

Classification and knowledge discovery in protein databases

Nitesh V. Chawla, Zoran Obradovic, Predrag Radivojac, 2004, J. Biomed. Informatics.

Early classification of multivariate time series using a hybrid HMM/SVM model

Mohamed F. Ghalwash, Dusan Ramljak, Zoran Obradovic, 2012, 2012 IEEE International Conference on Bioinformatics and Biomedicine.

A flexible graphical user interface for embedding heterogeneous neural network simulators

Zoran Obradovic, Justin Fletcher, R. Drossu, 1996 .

Dynamic Clustering-Based Estimation of Missing Values in Mixed Type Data

Zoran Obradovic, Philip W. Harris, Joseph Jupin, 2009, DaWaK.

Editorial Message

Zoran Obradovic, Zoran Obradovic, 2019, Big Data.

Modeling Customer Engagement from Partial Observations

Zoran Obradovic, Jelena Stojanovic, Djordje Gligorijevic, 2016, CIKM.

Predicting viral infection by selecting informative biomarkers from temporal high-dimensional gene expression data

Zoran Obradovic, Qiang Lou, 2012, 2012 IEEE International Conference on Bioinformatics and Biomedicine.

Feature Selection by Approximating the Markov Blanket in a Kernel-Induced Space

Zoran Obradovic, Qiang Lou, 2010, ECAI.

Margin-Based Feature Selection in Incomplete Data

Zoran Obradovic, Qiang Lou, 2012, AAAI.

A Sparse Bayesian Model for Dependence Analysis of Extremes: Climate Applications

Zoran Obradovic, Auroop R. Ganguly, Debasish Das, 2013 .

Efficient design of neural networks for time series prediction

Zoran Obradovic, Radu Drossu, Z. Obradovic, 1997 .

Computing with Discrete Multi-Valued Neurons

Zoran Obradovic, Ian Parberry, I. Parberry, 1992, J. Comput. Syst. Sci..

Transfer Learning for Event Detection From PMU Measurements With Scarce Labels

Zoran Obradovic, Mladen Kezunovic, Tatjana Dokic, 2021, IEEE Access.

Fast Extraction and Characterization of Fundamental Frequency Events from a Large PMU Dataset using Big Data Analytics

Zoran Obradovic, Mladen Kezunovic, Tatjana Dokic, 2021, HICSS.

Stay on Topic, Please: Aligning User Comments to the Content of a News Article pdf

Zoran Obradovic, Marija Stanojevic, Eduard Dragut, 2021, ECIR.

Hierarchical Convolutional Neural Networks for Event Classification on PMU Measurements

Zoran Obradovic, Mladen Kezunovic, Tatjana Dokic, 2021, IEEE Transactions on Instrumentation and Measurement.

Distinguishability of graphs: a case for quantum-inspired measures

Zoran Obradovic, Jumanah Alshehri, Athanasia Polychronopoulou, 2021, ASONAM.

Zoran Obradovic, Fang Zhou, Athanasia Polychronopoulou, 2021, ASONAM.

High Performance Computing for Understanding Natural Language

Zoran Obradovic, Marija Stanojevic, Jumanah Alshehri, 2021, Advances in Systems Analysis, Software Engineering, and High Performance Computing.

DescribePROT: database of amino acid-level protein structure and function predictions

A Keith Dunker, Zoran Obradovic, Lukasz Kurgan, 2020, Nucleic Acids Res..

Another estimation of Laplacian spectrum of the Kronecker product of graphs pdf

Zoran Obradovic, Milan Basic, Branko Arsic, 2021, ArXiv.

Interception of automated adversarial drone swarms in partially observed environments

Zoran Obradovic, Ivan Stojkovic, Martin Pavlovski, 2021, Integr. Comput. Aided Eng..

Short Linear Motifs recognized by SH2, SH3 and Ser/Thr Kinase domains are conserved in disordered protein regions

A Keith Dunker, Zoran Obradovic, Siyuan Ren, 2008, BMC Genomics.

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.

Gaussian conditional random fields for regression in remote sensing

Zoran Obradovic, Vladan Radosavljevic, 2011 .

Statistical analysis of interface similarity in crystals of homologous proteins.

Zoran Obradovic, Adrian A Canutescu, Roland L Dunbrack, 2008, Journal of molecular biology.

DNA methylation differences at growth related genes correlate with birth weight: a molecular signature linked to developmental origins of adult disease?

Mohamed F Ghalwash, Mohamed F. Ghalwash, Zoran Obradovic, 2012, BMC Medical Genomics.

Pediatric readmission classification using stacked regularized logistic regression models.

Fei Wang, Zoran Obradovic, Gregor Stiglic, 2014, AMIA ... Annual Symposium proceedings. AMIA Symposium.

The protein trinity—linking function and disorder

Zoran Obradovic, A. Keith Dunker, Z. Obradovic, 2001, Nature Biotechnology.

Proceedings of the 2013 SIAM International Conference on Data Mining

Srinivasan Parthasarathy, Zhi-Hua Zhou, Zoran Obradovic, 2013 .

Time series methods for forecasting electricity market pricing

Zoran Obradovic, K. Tomsovic, 1999, 1999 IEEE Power Engineering Society Summer Meeting. Conference Proceedings (Cat. No.99CH36364).

Natively Disordered Proteins

A Keith Dunker, Zoran Obradovic, Pedro Romero, 2004, Applied bioinformatics.

The Effect of Neighborhood Characteristics and Spatial Spillover on Urban Juvenile Delinquency and Recidivism

Zoran Obradovic, Jeremy Mennis, Brian Lockwood, 2011 .

A Data-Driven Model for Optimizing Therapy Duration for Septic Patients

Mohamed F. Ghalwash, Zoran Obradovic, Mohamed Ghalwash, 2014 .

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.

Protein disorder in the human diseasome: unfoldomics of human genetic diseases

A Keith Dunker, Zoran Obradovic, Christopher J Oldfield, 2009, BMC Genomics.

Insights into Population Health Management Through Disease Diagnoses Networks

Nitesh V. Chawla, Zoran Obradovic, Gregor Stiglic, 2016, Scientific Reports.

A data-driven acute inflammation therapy

Zoran Obradovic, Kosta Ristovski, Vladan Radosavljevic, 2013, BMC Medical Genomics.

Predicting intrinsic disorder from amino acid sequence

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

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

Zoran Obradovic, Slobodan Vucetic, Tim Fiez, 2000 .

Contribution of temporal data to predictive performance in 30-day readmission of morbidly obese patients

Zoran Obradovic, Gregor Stiglic, Z. Obradovic, 2017, PeerJ.

Unfoldomics of human genetic diseases: illustrative examples of ordered and intrinsically disordered members of the human diseasome.

A Keith Dunker, Zoran Obradovic, Christopher J Oldfield, 2009, Protein and peptide letters.

Machine Learning Approach for Predicting Wall Shear Distribution for Abdominal Aortic Aneurysm and Carotid Bifurcation Models.

Zarko Milosevic, Zoran Obradovic, Nenad Filipovic, 2016, IEEE journal of biomedical and health informatics.

Alternative splicing in concert with protein intrinsic disorder enables increased functional diversity in multicellular organisms.

A Keith Dunker, Zoran Obradovic, Predrag Radivojac, 2006, Proceedings of the National Academy of Sciences of the United States of America.

A Data and Knowledge Driven Randomization Technique for Privacy-Preserving Data Enrichment in Hospital Readmission Prediction

Zoran Obradovic, Gregor Stiglic, Boris Delibasic, 2016 .

Comprehensible Predictive Modeling Using Regularized Logistic Regression and Comorbidity Based Features

Fei Wang, Zoran Obradovic, Alexandros Kalousis, 2015, PloS one.