Milos Radovanovic

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Mirjana IvanovicFull Professor, Faculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Vladimir KurbalijaFull professor, University of Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Nenad TomasevGoogle DeepMindVerified email at google.com
Dunja MladenicSenior researcher at J. Stefan InstituteVerified email at ijs.si
Zoltan GelerAssociate Professor, University of Novi Sad, SerbiaVerified email at ff.uns.ac.rs
Milos SavicDepartment of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Dr. Sasa PesicUniversity of Novi Sad, Arizona State University, VizLore LLCVerified email at vizlore.com
Zoran BudimacDept of mathematics and informatics, Faculty of sciences, University of Novi Sad, Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Milenko TošićDirector of Innovation VizLore Labs FoundationVerified email at vizlore.com
Michael E. HoulePrincipal Fellow, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Dragan BoscovicResearch Professor at ASU, DVS at mediaX Stanford UniversityVerified email at asu.edu
Weihui DaiFull Professor of School of Management, Fudan UniversityVerified email at fudan.edu.cn
Kenji FukumizuThe Institute of Statistical MathematicsVerified email at ism.ac.jp
Costin BadicaProfessor of Computer Science, University of Craiova, RomaniaVerified email at software.ucv.ro
Doni PracnerAssistant Professor of Computer Science, Faculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Dejan MitrovicTeaching and Research Assistant of Computer Science, University of Novi SadVerified email at dmi.uns.ac.rs
Tatjana Jakšić KrügerResearch asssitant professorVerified email at mi.sanu.ac.rs
Zoran OgnjanovicResearch Professor, Matematicki institut SANUVerified email at mi.sanu.ac.rs
Aleksandar Andrija PejovićPh. D.Verified email at live.edu.me
Vincent OriaNew Jersey Institute of TechnologyVerified email at njit.edu

Milos Radovanovic

Professor of Computer Science, University of Novi Sad, Serbia

Verified email at dmi.uns.ac.rs - Homepage

Computer Science Data Mining Text Mining Web Mining Machine Learning


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Hubs in space: Popular nearest neighbors in high-dimensional data M Radovanović, A Nanopoulos, M Ivanović Journal of Machine Learning Research 11, 2487-2531, 2010	614	2010
Reverse nearest neighbors in unsupervised distance-based outlier detection M Radovanović, A Nanopoulos, M Ivanović IEEE transactions on knowledge and data engineering 27 (5), 1369-1382, 2015	206	2015
The role of hubness in clustering high-dimensional data N Tomasev, M Radovanovic, D Mladenic, M Ivanovic Knowledge and Data Engineering, IEEE Transactions on 26 (3), 739-751, 2014	146	2014
Nearest neighbors in high-dimensional data: The emergence and influence of hubs M Radovanović, A Nanopoulos, M Ivanović 26th Annual International Conference on Machine Learning, 865-872, 2009	120	2009
Text mining: Approaches and applications M Radovanović, M Ivanović Novi Sad J. Math 38 (3), 227-234, 2008	111	2008
On the existence of obstinate results in vector space models M Radovanovic, A Nanopoulos, M Ivanovic 33rd Annual International ACM SIGIR Conference on Research and Development …, 2010	102	2010
Time-series classification in many intrinsic dimensions M Radovanović, A Nanopoulos, M Ivanović 10th SIAM International Conference on Data Mining, 677-688, 2010	88	2010
Hubness-based fuzzy measures for high-dimensional k-nearest neighbor classification N Tomašev, M Radovanović, D Mladenić, M Ivanović International Journal of Machine Learning and Cybernetics 5 (3), 445-458, 2014	83	2014
A probabilistic approach to nearest-neighbor classification: naive hubness bayesian kNN N Tomasev, M Radovanović, D Mladenić, M Ivanović Proceedings of the 20th ACM international conference on Information and …, 2011	70	2011
The role of hubness in clustering high-dimensional data N Tomašev, M Radovanović, D Mladenić, M Ivanović Pacific-Asia Conference on Knowledge Discovery and Data Mining, 183-195, 2011	67	2011
The influence of global constraints on similarity measures for time-series databases V Kurbalija, M Radovanović, Z Geler, M Ivanović Knowledge-Based Systems 56, 49-67, 2014	55	2014
The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality L Amsaleg, J Bailey, D Barbe, S Erfani, ME Houle, V Nguyen, ... 2017 IEEE Workshop on Information Forensics and Security (WIFS), 1-6, 2017	54	2017
How does high dimensionality affect collaborative filtering? A Nanopoulos, M Radovanović, M Ivanović Proceedings of the third ACM conference on Recommender systems, 293-296, 2009	42	2009
The structure and evolution of scientific collaboration in Serbian mathematical journals M Savić, M Ivanović, M Radovanović, Z Ognjanović, A Pejović, ... Scientometrics 101 (3), 1805-1830, 2014	38	2014
Comparison of different weighting schemes for the kNN classifier on time-series data Z Geler, V Kurbalija, M Radovanović, M Ivanović Knowledge and Information Systems 48 (2), 331-378, 2016	36	2016
CatS: A classification-powered meta-search engine M Radovanović, M Ivanović Advances in Web Intelligence and Data Mining, 191-200, 2006	34	2006
Localized centering: Reducing hubness in large-sample data K Hara, I Suzuki, M Shimbo, K Kobayashi, K Fukumizu, M Radovanović Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015	29	2015
Weighted kNN and constrained elastic distances for time-series classification Z Geler, V Kurbalija, M Ivanović, M Radovanović Expert Systems with Applications 162, 113829, 2020	25	2020
Intrinsic dimensionality estimation within tight localities L Amsaleg, O Chelly, ME Houle, KI Kawarabayashi, M Radovanović, ... Proceedings of the 2019 SIAM International Conference on Data Mining, 181-189, 2019	25	2019
Clustering evaluation in high-dimensional data N Tomašev, M Radovanović Unsupervised learning algorithms, 71-107, 2016	25	2016

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