Slobodan Vucetic

120 papers A* 27A 14B 14C 1Misc 2Journal 41Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Lost in Translation: Understanding Autistic-Neurotypical Communication Style Differences in Job Postings. CHI Huining Feng, Zinat Ara, Andrew Hundt, Slobodan Vucetic, John Joon Young Chung, Sungsoo Ray Hong
2025	A*	`conf`	Deep Learning-Based Pedestrian Simulation with Limited Real-World Training Data: An Evaluation Framework. IJCAI Vahid Mahzoon, Abigail Liu, Slobodan Vucetic
2025	J	`jnl`	Exploring Engagement Opportunities for Autistic Children: Using AAC as a Controller in a Wizard-of-Oz Coloring Game. Proc. ACM Hum. Comput. Interact. Elizabeth Garrison, Stephen MacNeil, Elizabeth R. Lorah, Christine Holyfield, Slobodan Vucetic
2025	B	`conf`	Towards a Unified Few-Shot Learning Evaluation Framework for RF Fingerprinting. ICCCN Sai Shi, Vahid Mahzoon, Xuyu Wang, Shiwen Mao, Jie Wu, Slobodan Vucetic
2024	A*	`conf`	Collaborative Job Seeking for People with Autism: Challenges and Design Opportunities. CHI Zinat Ara, Amrita Ganguly, Donna Peppard, Dongjun Chung, Slobodan Vucetic, Vivian Genaro Motti, Sungsoo Ray Hong
2024	J	`jnl`	Collaborative Job Seeking for People with Autism: Challenges and Design Opportunities. CoRR Zinat Ara, Amrita Ganguly, Donna Peppard, Dongjun Chung, Slobodan Vucetic, Vivian Genaro Motti, Sungsoo Ray Hong
2024	A	`conf`	CourtsightTV: An Interactive Visualization Software for Labeling Key Basketball Moments. CIKM Alexander Russakoff, Kenny Miller, Vahid Mahzoon, Parsa Esmaeilkhani, Christine Cho, Jaffar Alzeidi, Sandro Hauri, Slobodan Vucetic
2024	J	`jnl`	LLMs' Classification Performance is Overclaimed. CoRR Hanzi Xu, Renze Lou, Jiangshu Du, Vahid Mahzoon, Elmira Talebianaraki, Zhuoan Zhou, Elizabeth Garrison, Slobodan Vucetic, Wenpeng Yin
2024	J	`jnl`	Leveraging shortest dependency paths in low-resource biomedical relation extraction. BMC Medical Informatics Decis. Mak. Saman Enayati, Slobodan Vucetic
2024	—	`conf`	Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification. ACL (Findings) Ziyu Yang, Santhosh Cherian, Slobodan Vucetic
2024	J	`jnl`	Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification. CoRR Ziyu Yang, Santhosh Cherian, Slobodan Vucetic
2024	—	`conf`	X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification. ACL (Findings) Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin
2024	J	`jnl`	X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification. CoRR Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin
2023	J	`jnl`	An ablation study on the use of publication venue quality to rank computer science departments. Scientometrics Aniruddha Maiti, Sai Shi, Slobodan Vucetic
2023	—	`conf`	Data Augmentation for Radiology Report Simplification. EACL (Findings) Ziyu Yang, Santhosh Cherian, Slobodan Vucetic
2023	A	`conf`	Group Activity Recognition in Basketball Tracking Data - Neural Embeddings in Team Sports (NETS). ECAI Sandro Hauri, Slobodan Vucetic
2023	J	`jnl`	Scholar Ranking 2023: Ranking of Computer Science Departments Based on Faculty Citations. CoRR Sai Shi, Aniruddha Maiti, Ashis Kumar Chanda, Slobodan Vucetic
2022	J	`jnl`	Group Activity Recognition in Basketball Tracking Data - Neural Embeddings in Team Sports (NETS). CoRR Sandro Hauri, Slobodan Vucetic
2022	J	`jnl`	Improving medical term embeddings using UMLS Metathesaurus. BMC Medical Informatics Decis. Mak. Ashis Kumar Chanda, Tian Bai, Ziyu Yang, Slobodan Vucetic
2022	Misc	`conf`	MERIT: Minimal SupErvision Through Label Augmentation For Biomedical RelatIon ExTraction. AMIA Saman Enayati, Slobodan Vucetic
2022	B	`conf`	OpenStance: Real-world Zero-shot Stance Detection. CoNLL Hanzi Xu, Slobodan Vucetic, Wenpeng Yin
2022	J	`jnl`	OpenStance: Real-world Zero-shot Stance Detection. CoRR Hanzi Xu, Slobodan Vucetic, Wenpeng Yin
2021	—	`ed.`	3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual Conference, August 15, 2021. DaSH@KDD Eduard C. Dragut, Yunyao Li, Lucian Popa, Slobodan Vucetic
2021	A	`conf`	Cannot Predict Comment Volume of a News Article before (a few) Users Read It. ICWSM Lihong He, Chen Shen, Arjun Mukherjee, Slobodan Vucetic, Eduard C. Dragut
2021	A*	`conf`	Data Science with Human in the Loop. KDD Eduard C. Dragut, Yunyao Li, Lucian Popa, Slobodan Vucetic
2021	J	`jnl`	Learning Semi-Structured Representations of Radiology Reports. CoRR Tamara Katic, Martin Pavlovski, Danijela Sekulic, Slobodan Vucetic
2021	A	`conf`	Multi-Modal Trajectory Prediction of NBA Players. WACV Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, Slobodan Vucetic
2021	A*	`conf`	Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular Maximization. IJCAI Hongchang Gao, Hanzi Xu, Slobodan Vucetic
2020	—	`ed.`	1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020. DaSH@KDD Eduard C. Dragut, Yunyao Li, Lucian Popa, Slobodan Vucetic
2020	J	`jnl`	Cannot Predict Comment Volume of a News Article before (a few) Users Read It. CoRR Lihong He, Chen Shen, Arjun Mukherjee, Slobodan Vucetic, Eduard C. Dragut
2020	A*	`conf`	Growing Adaptive Multi-hyperplane Machines. ICML Nemanja Djuric, Zhuang Wang, Slobodan Vucetic
2020	B	`conf`	Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models. COLING Phong Ha, Shanshan Zhang, Nemanja Djuric, Slobodan Vucetic
2020	J	`jnl`	Multi-Modal Trajectory Prediction of NBA Players. CoRR Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, Slobodan Vucetic
2019	J	`jnl`	A new clustering and nomenclature for beta turns derived from high-resolution protein structures. PLoS Comput. Biol. Maxim V. Shapovalov, Slobodan Vucetic, Roland L. Dunbrack Jr.
2019	A*	`conf`	How to Invest my Time: Lessons from Human-in-the-Loop Entity Extraction. KDD Shanshan Zhang, Lihong He, Eduard C. Dragut, Slobodan Vucetic
2019	A*	`conf`	Improving Medical Code Prediction from Clinical Text via Incorporating Online Knowledge Sources. WWW Tian Bai, Slobodan Vucetic
2019	A*	`conf`	Medical Concept Representation Learning from Multi-source Data. IJCAI Tian Bai, Brian L. Egleston, Richard Bleicher, Slobodan Vucetic
2019	—	`conf`	Spatial Aggregation Facilitates Discovery of Spatial Topics. ACL (1) Aniruddha Maiti, Slobodan Vucetic
2019	B	`conf`	Storage on the Edge: Evaluating Cloud Backed Edge Storage in Cyberphysical Systems. MASS Sanjeev Sondur, Krishna Kant, Slobodan Vucetic, Brandon Byers
2018	J	`jnl`	EHR phenotyping via jointly embedding medical concepts and words into a unified vector space. BMC Medical Informatics Decis. Mak. Tian Bai, Ashis Kumar Chanda, Brian L. Egleston, Slobodan Vucetic
2018	B	`conf`	Enhancing Disaster Situational Awareness via Automated Summary Dissemination of Social Media Content. GLOBECOM Shanshan Zhang, Amitangshu Pal, Krishna Kant, Slobodan Vucetic
2018	A*	`conf`	Interpretable Representation Learning for Healthcare via Capturing Disease Progression through Time. KDD Tian Bai, Shanshan Zhang, Brian L. Egleston, Slobodan Vucetic
2018	J	`jnl`	Peer assessment of CS doctoral programs shows strong correlation with faculty citations. Commun. ACM Slobodan Vucetic, Ashis Kumar Chanda, Shanshan Zhang, Tian Bai, Aniruddha Maiti
2018	A*	`conf`	Regular Expression Guided Entity Mention Mining from Noisy Web Data. EMNLP Shanshan Zhang, Lihong He, Slobodan Vucetic, Eduard C. Dragut
2017	J	`jnl`	Faculty citation measures are highly correlated with peer assessment of computer science doctoral programs. CoRR Slobodan Vucetic, Ashis Kumar Chanda, Shanshan Zhang, Tian Bai, Aniruddha Maiti
2017	—	`conf`	Joint learning of representations of medical concepts and words from EHR data. BIBM Tian Bai, Ashis Kumar Chanda, Brian L. Egleston, Slobodan Vucetic
2016	A	`conf`	Joint Learning of Representation and Structure for Sparse Regression on Graphs. SDM Chao Han, Shanshan Zhang, Mohamed F. Ghalwash, Slobodan Vucetic, Zoran Obradovic
2016	J	`jnl`	Non-linear Label Ranking for Large-scale Prediction of Long-Term User Interests. CoRR Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic
2016	—	`conf`	Sampling Bias in LinkedIn: A Case Study. WWW (Companion Volume) Shanshan Zhang, Slobodan Vucetic
2016	J	`jnl`	Semi-supervised Discovery of Informative Tweets During the Emerging Disasters. CoRR Shanshan Zhang, Slobodan Vucetic
2016	J	`jnl`	Semi-supervised combination of experts for aerosol optical depth estimation. Artif. Intell. Nemanja Djuric, Lakesh Kansakar, Slobodan Vucetic
2015	J	`jnl`	Gaussian Conditional Random Fields for Aggregation of Operational Aerosol Retrievals. IEEE Geosci. Remote. Sens. Lett. Nemanja Djuric, Vladan Radosavljevic, Zoran Obradovic, Slobodan Vucetic
2015	J	`jnl`	Scaling Up Graph-Based Semisupervised Learning via Prototype Vector Machines. IEEE Trans. Neural Networks Learn. Syst. Kai Zhang, Liang Lan, James T. Kwok, Slobodan Vucetic, Bahram Parvin
2014	A	`conf`	Frugal Traffic Monitoring with Autonomous Participatory Sensing. SDM Vladimir Coric, Nemanja Djuric, Slobodan Vucetic
2014	—	`conf`	Generating ad targeting rules using sparse principal component analysis with constraints. WWW (Companion Volume) Mihajlo Grbovic, Slobodan Vucetic
2014	—	`conf`	Neural Gaussian Conditional Random Fields. ECML/PKDD (2) Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic
2014	A*	`conf`	Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests. AAAI Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic
2014	A*	`conf`	Spatial Scan for Disease Mapping on a Mobile Population. AAAI Liang Lan, Vuk Malbasa, Slobodan Vucetic
2013	J	`jnl`	BudgetedSVM: a toolbox for scalable SVM approximations. J. Mach. Learn. Res. Nemanja Djuric, Liang Lan, Slobodan Vucetic, Zhuang Wang
2013	J	`jnl`	Cold Start Approach for Data-Driven Fault Detection. IEEE Trans. Ind. Informatics Mihajlo Grbovic, Weichang Li, Niranjan A. Subrahmanya, Adam K. Usadi, Slobodan Vucetic
2013	A*	`conf`	Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs. AAAI Kosta Ristovski, Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic
2013	J	`jnl`	Decentralized Estimation using distortion sensitive learning vector quantization. Pattern Recognit. Lett. Mihajlo Grbovic, Slobodan Vucetic
2013	—	`conf`	Distributed confidence-weighted classification on MapReduce. IEEE BigData Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic
2013	A*	`conf`	Efficient Visualization of Large-Scale Data Tables through Reordering and Entropy Minimization. ICDM Nemanja Djuric, Slobodan Vucetic
2013	J	`jnl`	MS-kNN: protein function prediction by integrating multiple data sources. BMC Bioinform. Liang Lan, Nemanja Djuric, Yuhong Guo, Slobodan Vucetic
2013	A*	`conf`	Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation. IJCAI Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic
2013	A*	`conf`	Semi-Supervised Learning for Integration of Aerosol Predictions from Multiple Satellite Instruments. IJCAI Nemanja Djuric, Lakesh Kansakar, Slobodan Vucetic
2013	J	`jnl`	Supervised clustering of label ranking data using label preference information. Mach. Learn. Mihajlo Grbovic, Nemanja Djuric, Shengbo Guo, Slobodan Vucetic
2012	—	`conf`	A connectivity-based popularity prediction approach for social networks. ICC Huangmao Quan, Ana Milicic, Slobodan Vucetic, Jie Wu
2012	J	`jnl`	Breaking the curse of kernelization: budgeted stochastic gradient descent for large-scale SVM training. J. Mach. Learn. Res. Zhuang Wang, Koby Crammer, Slobodan Vucetic
2012	A*	`conf`	Convex Kernelized Sorting. AAAI Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic
2012	J	`jnl`	Mixture Model for Multiple Instance Regression and Applications in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. Zhuang Wang, Liang Lan, Slobodan Vucetic
2012	A*	`conf`	Sparse Principal Component Analysis with Constraints. AAAI Mihajlo Grbovic, Christopher R. Dance, Slobodan Vucetic
2012	A	`conf`	Supervised Clustering of Label Ranking Data. SDM Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic
2012	J	`jnl`	Uncertainty Analysis of Neural-Network-Based Aerosol Retrieval. IEEE Trans. Geosci. Remote. Sens. Kosta Ristovski, Slobodan Vucetic, Zoran Obradovic
2011	—	`conf`	Active Learning Based on Parzen Window. Active Learning and Experimental Design @ AISTATS Liang Lan, Haidong Shi, Zhuang Wang, Slobodan Vucetic
2011	J	`jnl`	Improving accuracy of microarray classification by a simple multi-task feature selection filter. Int. J. Data Min. Bioinform. Liang Lan, Slobodan Vucetic
2011	A*	`conf`	Spatially regularized logistic regression for disease mapping on large moving populations. KDD Vuk Malbasa, Slobodan Vucetic
2011	—	`conf`	Tracking Concept Change with Incremental Boosting by Minimization of the Evolving Exponential Loss. ECML/PKDD (1) Mihajlo Grbovic, Slobodan Vucetic
2011	A*	`conf`	Trading representability for scalability: adaptive multi-hyperplane machine for nonlinear classification. KDD Zhuang Wang, Nemanja Djuric, Koby Crammer, Slobodan Vucetic
2011	—	`conf`	Traffic speed forecasting by mixture of experts. ITSC Vladimir Coric, Zhuang Wang, Slobodan Vucetic
2010	J	`jnl`	A Data-Mining Technique for Aerosol Retrieval Across Multiple Accuracy Measures. IEEE Geosci. Remote. Sens. Lett. Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic
2010	A	`conf`	Continuous Conditional Random Fields for Regression in Remote Sensing. ECAI Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic
2010	A*	`conf`	Multi-Class Pegasos on a Budget. ICML Zhuang Wang, Koby Crammer, Slobodan Vucetic
2010	A	`conf`	Online Passive-Aggressive Algorithms on a Budget. AISTATS Zhuang Wang, Slobodan Vucetic
2010	J	`jnl`	Online training on a budget of support vector machines using twin prototypes. Stat. Anal. Data Min. Zhuang Wang, Slobodan Vucetic
2009	—	`conf`	A Multi-task Feature Selection Filter for Microarray Classification. BIBM Liang Lan, Slobodan Vucetic
2009	A*	`conf`	Active Selection of Sensor Sites in Remote Sensing Applications. ICDM Debasish Das, Zoran Obradovic, Slobodan Vucetic
2009	B	`conf`	Compressed Kernel Perceptrons. DCC Slobodan Vucetic, Vladimir Coric, Zhuang Wang
2009	B	`conf`	Decentralized Estimation Using Learning Vector Quantization. DCC Mihajlo Grbovic, Slobodan Vucetic
2009	A*	`conf`	Fast Online Training of Ramp Loss Support Vector Machines. ICDM Zhuang Wang, Slobodan Vucetic
2009	B	`conf`	Learning Vector Quantization with adaptive prototype addition and removal. IJCNN Mihajlo Grbovic, Slobodan Vucetic
2009	—	`conf`	Reduction of ground-based sensor sites for spatio-temporal analysis of aerosols. KDD Workshop on Knowledge Discovery from Sensor Data Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic
2009	A*	`conf`	Regression Learning Vector Quantization. ICDM Mihajlo Grbovic, Slobodan Vucetic
2009	B	`conf`	Tighter Perceptron with improved dual use of cached data for model representation and validation. IJCNN Zhuang Wang, Slobodan Vucetic
2009	A	`conf`	Twin Vector Machines for Online Learning on a Budget. SDM Zhuang Wang, Slobodan Vucetic
2008	J	`jnl`	A Data-Mining Approach for the Validation of Aerosol Retrievals. IEEE Geosci. Remote. Sens. Lett. Slobodan Vucetic, Bo Han, Wen Mi, Zhanquing Li, Zoran Obradovic
2008	—	`conf`	Reducing Need for Collocated Ground and Satellite based Observations in Statistical Aerosol Optical Depth Estimation. IGARSS (2) Debasish Das, Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic
2008	A	`conf`	Spatio-Temporal Partitioning for Improving Aerosol Prediction Accuracy. SDM Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic
2007	B	`conf`	A Reservoir Sampling Algorithm with Adaptive Estimation of Conditional Expectation. IJCNN Vuk Malbasa, Slobodan Vucetic
2006	B	`conf`	A Fast Algorithm for Lossless Compression of Data Tables by Reordering. DCC Slobodan Vucetic
2006	J	`jnl`	A statistical complement to deterministic algorithms for the retrieval of aerosol optical thickness from radiance data. Eng. Appl. Artif. Intell. Bo Han, Slobodan Vucetic, Amy Braverman, Zoran Obradovic
2006	C	`conf`	Data Mining Support for the Improvement of MODIS Aerosol Retrievals. IGARSS Bo Han, Zoran Obradovic, Zhanquing Li, Slobodan Vucetic
2006	J	`jnl`	Length-dependent prediction of protein intrinsic disorder. BMC Bioinform. Kang Peng, Predrag Radivojac, Slobodan Vucetic, A. Keith Dunker, Zoran Obradovic
2006	J	`jnl`	Substring selection for biomedical document classification. Bioinform. Bo Han, Zoran Obradovic, Zhang-Zhi Hu, Cathy H. Wu, Slobodan Vucetic
2005	B	`conf`	Accuracy-Optimized Quantization for High-Dimensional Data Fusion. DCC Slobodan Vucetic
2005	J	`jnl`	Collaborative Filtering Using a Regression-Based Approach. Knowl. Inf. Syst. Slobodan Vucetic, Zoran Obradovic
2005	A	`conf`	Correcting Sampling Bias in Structural Genomics through Iterative Selection of Underrepresented Targets. SDM Kang Peng, Slobodan Vucetic, Zoran Obradovic
2005	J	`jnl`	DisProt: a database of protein disorder. Bioinform. Slobodan Vucetic, Zoran Obradovic, Vladimir Vacic, Predrag Radivojac, Kang Peng, Lilia M. Iakoucheva, Marc S. Cortese, J. David Lawson, Celeste J. Brown, Jason G. Sikes, Crystal D. Newton, A. Keith Dunker
2005	J	`jnl`	Optimizing Long Intrinsic Disorder Predictors with Protein Evolutionary Information. J. Bioinform. Comput. Biol. Kang Peng, Slobodan Vucetic, Predrag Radivojac, Celeste J. Brown, A. Keith Dunker, Zoran Obradovic
2004	Misc	`conf`	Exploring Bias in the Protein Data Bank Using Contrast Classifiers. Pacific Symposium on Biocomputing Kang Peng, Zoran Obradovic, Slobodan Vucetic
2004	—	`conf`	Feature Selection Filters Based on the Permutation Test. ECML Predrag Radivojac, Zoran Obradovic, A. Keith Dunker, Slobodan Vucetic
2004	A	`conf`	Towards Efficient Learning of Neural Network Ensembles from Arbitrarily Large Datasets. ECAI Kang Peng, Zoran Obradovic, Slobodan Vucetic
2003	A	`conf`	Detection of Underrepresented Biological Sequences using Class-Conditional Distribution Models. SDM Slobodan Vucetic, Dragoljub Pokrajac, Hongbo M. Xie, Zoran Obradovic
2003	A*	`conf`	Exploiting Unlabeled Data for Improving Accuracy of Predictive Data Mining. ICDM Kang Peng, Slobodan Vucetic, Bo Han, Hongbo M. Xie, Zoran Obradovic
2003	—	`conf`	Reranking Medline Citations by Relevance to a Difficult Biological Query. Neural Networks and Computational Intelligence Bo Han, Slobodan Vucetic, Zoran Obradovic
2001	—	`conf`	Classification on Data with Biased Class Distribution. ECML Slobodan Vucetic, Zoran Obradovic
2000	A*	`conf`	Discovering Homogeneous Regions in Spatial Data through Competition. ICML Slobodan Vucetic, Zoran Obradovic
2000	B	`conf`	Performance Controlled Data Reduction for Knowledge Discovery in Distributed Databases. PAKDD Slobodan Vucetic, Zoran Obradovic
1999	B	`conf`	A data partitioning scheme for spatial regression. IJCNN Slobodan Vucetic, Tim Fiez, Zoran Obradovic