Accelerating of Image Retrieval in CBIR System with Relevance Feedback. - Goran Zajic; Nenad Kojic; Vladan Radosavljevic; Maja Rudinac; Stevan Rudinac; Nikola Reljin; Irini Reljin; Branimir Reljin (EURASIP J. Adv. Signal Process., 2007)

Reducing Need for Collocated Ground and Satellite based Observations in Statistical Aerosol Optical Depth Estimation. - Debasish Das; Vladan Radosavljevic; Slobodan Vucetic; Zoran Obradovic (IGARSS (2), 2008)

Spatio-Temporal Partitioning for Improving Aerosol Prediction Accuracy. - Vladan Radosavljevic; Slobodan Vucetic; Zoran Obradovic (SDM, 2008)

Aerosol Optical Depth Prediction from Satellite Obsercations by Multiple Instance Regression. - Zhuang Wang; Vladan Radosavljevic; Bo Han; Zoran Obradovic (SDM, 2008)

Reduction of ground-based sensor sites for spatio-temporal analysis of aerosols. - Vladan Radosavljevic; Slobodan Vucetic; Zoran Obradovic (KDD Workshop on Knowledge Discovery from Sensor Data, 2009)

Continuous Conditional Random Fields for Regression in Remote Sensing. - Vladan Radosavljevic; Slobodan Vucetic; Zoran Obradovic (ECAI, 2010)

Predicting Ground-based Aerosol Optical Depth with Satellite Images Via Gaussian Processes. - Goo Jun; Joydeep Ghosh; Vladan Radosavljevic; Zoran Obradovic (KDIR, 2010)

A Data-Mining Technique for Aerosol Retrieval Across Multiple Accuracy Measures. - Vladan Radosavljevic; Slobodan Vucetic; Zoran Obradovic (IEEE Geosci. Remote. Sens. Lett., 2010)

A data mining approach for optimization of acute inflammation therapy. - Vladan Radosavljevic; Kosta Ristovski; Zoran Obradovic (BIBM, 2012)

Multi-dimensional coherence deblending of simultaneous sources. - Heiko Claussen; Vladan Radosavljevic; Justinian Rosca (IGARSS, 2012)

Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs. - Kosta Ristovski; Vladan Radosavljevic; Slobodan Vucetic; Zoran Obradovic (AAAI, 2013)

Which links should I use?: a variogram-based selection of relationship measures for prediction of node attributes in temporal multigraphs. - Alexey Uversky; Dusan Ramljak; Vladan Radosavljevic; Kosta Ristovski; Zoran Obradovic (ASONAM, 2013)

Extraction of Interpretable Multivariate Patterns for Early Diagnostics. - Mohamed F. Ghalwash; Vladan Radosavljevic; Zoran Obradovic (ICDM, 2013)

Early Diagnosis and Its Benefits in Sepsis Blood Purification Treatment. - Mohamed F. Ghalwash; Vladan Radosavljevic; Zoran Obradovic (ICHI, 2013)

Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests. - Nemanja Djuric; Mihajlo Grbovic; Vladan Radosavljevic; Narayan Bhamidipati; Slobodan Vucetic (AAAI, 2014)

Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting. - Nemanja Djuric; Vladan Radosavljevic; Mihajlo Grbovic; Narayan Bhamidipati (ICDM, 2014)

Utilizing temporal patterns for estimating uncertainty in interpretable early decision making. - Mohamed F. Ghalwash; Vladan Radosavljevic; Zoran Obradovic (KDD, 2014)

Neural Gaussian Conditional Random Fields. - Vladan Radosavljevic; Slobodan Vucetic; Zoran Obradovic (ECML/PKDD (2), 2014)

Panning for gold: using variograms to select useful connections in a temporal multigraph setting. - Alexey Uversky; Dusan Ramljak; Vladan Radosavljevic; Kosta Ristovski; Zoran Obradovic (Soc. Netw. Anal. Min., 2014)

Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. - Mihajlo Grbovic; Vladan Radosavljevic; Nemanja Djuric; Narayan Bhamidipati; Ananth Nagarajan (KDD, 2015)

E-commerce in Your Inbox: Product Recommendations at Scale. - Mihajlo Grbovic; Vladan Radosavljevic; Nemanja Djuric; Narayan Bhamidipati; Jaikit Savla; Varun Bhagwan; Doug Sharp (KDD, 2015)

Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Fabrizio Silvestri; Narayan Bhamidipati (SIGIR, 2015)

Large-scale Contextual Query-to-Ad Matching and Retrieval System for Sponsored Search: (Abstract). - Ricardo Baeza-Yates; Nemanja Djuric; Mihajlo Grbovic; Vladan Radosavljevic; Fabrizio Silvestri (WWW (Companion Volume), 2015)

Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content. - Nemanja Djuric; Hao Wu; Vladan Radosavljevic; Mihajlo Grbovic; Narayan Bhamidipati (WWW, 2015)

Hate Speech Detection with Comment Embeddings. - Nemanja Djuric; Jing Zhou; Robin Morris; Mihajlo Grbovic; Vladan Radosavljevic; Narayan Bhamidipati (WWW (Companion Volume), 2015)

Search Retargeting using Directed Query Embeddings. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Narayan Bhamidipati (WWW (Companion Volume), 2015)

queryCategorizr: A Large-Scale Semi-Supervised System for Categorization of Web Search Queries. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Narayan Bhamidipati; Jordan Hawker; Caleb Johnson (WWW (Companion Volume), 2015)

Gaussian Conditional Random Fields for Aggregation of Operational Aerosol Retrievals. - Nemanja Djuric; Vladan Radosavljevic; Zoran Obradovic; Slobodan Vucetic (IEEE Geosci. Remote. Sens. Lett., 2015)

Network-Efficient Distributed Word2vec Training System for Large Vocabularies. - Erik Ordentlich; Lee Yang; Andy Feng; Peter Cnudde; Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Gavin Owens (CIKM, 2016)

Leveraging Blogging Activity on Tumblr to Infer Demographics and Interests of Users for Advertising Purposes. - Mihajlo Grbovic; Vladan Radosavljevic; Nemanja Djuric; Narayan Bhamidipati; Ananth Nagarajan (#Microposts, 2016)

Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Fabrizio Silvestri; Ricardo Baeza-Yates; Andrew Feng; Erik Ordentlich; Lee Yang; Gavin Owens (SIGIR, 2016)

TargetAd2016: 2nd International Workshop on Ad Targeting at Scale. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic (WSDM, 2016)

Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. - Farshad Kooti; Kristina Lerman; Luca Maria Aiello; Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic (WSDM, 2016)

Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts. - Nemanja Djuric; Mihajlo Grbovic; Vladan Radosavljevic; Jaikit Savla; Varun Bhagwan; Doug Sharp (WWW (Companion Volume), 2016)

Smartphone App Categorization for Interest Targeting in Advertising Marketplace. - Vladan Radosavljevic; Mihajlo Grbovic; Nemanja Djuric; Narayan Bhamidipati; Daneo Zhang; Jack Wang 002; Jiankai Dang; Haiying Huang; Ananth Nagarajan; Peiji Chen (WWW (Companion Volume), 2016)

Analyzing Uber's Ride-sharing Economy. - Farshad Kooti; Mihajlo Grbovic; Luca Maria Aiello; Nemanja Djuric; Vladan Radosavljevic; Kristina Lerman (WWW (Companion Volume), 2017)

Proceedings of the 2017 AdKDD & TargetAd Workshop. - Abraham Bagherjeiran; Nemanja Djuric; Mihajlo Grbovic; Kuang-Chih Lee; Kun Liu; Vladan Radosavljevic; Suju Rajan (CoRR, 2017)

Modeling Healthcare Quality via Compact Representations of Electronic Health Records. - Jelena Stojanovic; Djordje Gligorijevic; Vladan Radosavljevic; Nemanja Djuric; Mihajlo Grbovic; Zoran Obradovic (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

Motion Prediction of Traffic Actors for Autonomous Driving using Deep Convolutional Networks. - Nemanja Djuric; Vladan Radosavljevic; Henggang Cui; Thi Nguyen; Fang-Chieh Chou; Tsung-Han Lin; Jeff Schneider (CoRR, 2018)

Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks. - Henggang Cui; Vladan Radosavljevic; Fang-Chieh Chou; Tsung-Han Lin; Thi Nguyen; Tzu-Kuo Huang; Jeff Schneider; Nemanja Djuric (ICRA, 2019)

Homepage personalization at spotify. - Oguz Semerci; Alois Gruson; Catherine M. Edwards; Ben Lacker; Clay Gibson; Vladan Radosavljevic (RecSys, 2019)

Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets. - Fang-Chieh Chou; Tsung-Han Lin; Henggang Cui; Vladan Radosavljevic; Thi Nguyen; Tzu-Kuo Huang; Matthew Niedoba; Jeff Schneider; Nemanja Djuric (IV, 2020)

PodRecs: Workshop on Podcast Recommendations. - Ching-Wei Chen; Longqi Yang; Hongyi Wen; Rosie Jones; Vladan Radosavljevic; Hugues Bouchard (RecSys, 2020)

Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving. - Nemanja Djuric; Vladan Radosavljevic; Henggang Cui; Thi Nguyen; Fang-Chieh Chou; Tsung-Han Lin; Nitin Singh; Jeff Schneider (WACV, 2020)

AdKDD 2021. - Abraham Bagherjeiran; Nemanja Djuric; Mihajlo Grbovic; Kuang-chih Lee; Kun Liu; Vladan Radosavljevic; Suju Rajan (KDD, 2021)

Multi-Modal Trajectory Prediction of NBA Players. - Sandro Hauri; Nemanja Djuric; Vladan Radosavljevic; Slobodan Vucetic (WACV, 2021)

AdKDD 2022. - Abraham Bagherjeiran; Nemanja Djuric; Mihajlo Grbovic; Kuang-Chih Lee; Kun Liu; Wei Liu 007; Linsey Pang; Vladan Radosavljevic; Suju Rajan; Kexin Xie (KDD, 2022)

AdKDD 2023. - Abraham Bagherjeiran; Nemanja Djuric; Kuang-Chih Lee; Linsey Pang; Vladan Radosavljevic; Suju Rajan (KDD, 2023)

Machine Learning for Streaming Media. - Sudarshan Lamkhede; Praveen Chandar; Vladan Radosavljevic; Amit Goyal; Lan Luo (WWW (Companion Volume), 2023)

AdKDD 2024. - Abraham Bagherjeiran; Nemanja Djuric; Kuang-Chih Lee; Linsey Pang; Vladan Radosavljevic; Suju Rajan (KDD, 2024)

TSMO 2024: Two-sided Marketplace Optimization. - Mihajlo Grbovic; Vladan Radosavljevic; Minmin Chen; Katerina Iliakopoulou-Zanos; Thanasis Noulas; Amit Goyal; Fabrizio Silvestri (KDD, 2024)

Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks. - Marco De Nadai; Francesco Fabbri; Paul Gigioli; Alice Wang; Ang Li; Fabrizio Silvestri; Laura Kim; Shawn Lin; Vladan Radosavljevic; Sandeep Ghael; David Nyhan; Hugues Bouchard; et al. (WWW (Companion Volume), 2024)