Miloš Radovanović

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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
Alexandros NanopoulosBaden-Wuerttemberg Cooperative State University, Mosbach, GermanyVerified email at mosbach.dhbw.de
Nenad TomasevGoogle DeepMindVerified email at google.com
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
Dunja MladenicSenior researcher at J. Stefan InstituteVerified email at ijs.si
Michael E. HoulePrincipal Fellow, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Milenko TošićDirector of Innovation VizLore Labs FoundationVerified email at vizlore.com
Dragan BoscovicResearch Professor at ASU, DVS at mediaX Stanford UniversityVerified email at asu.edu
Zoran BudimacDept of mathematics and informatics, Faculty of sciences, University of Novi Sad, Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Weihui DaiFull Professor of School of Management, Fudan UniversityVerified email at fudan.edu.cn
Costin BadicaProfessor of Computer Science, University of Craiova, RomaniaVerified email at edu.ucv.ro
Kenji FukumizuThe Institute of Statistical MathematicsVerified email at ism.ac.jp
Vincent OriaNew Jersey Institute of TechnologyVerified email at njit.edu
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
Doni PracnerAssistant Professor of Computer Science, Faculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Sarah M. ErfaniAssociate Professor and DECRA Fellow, Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au

Miloš Radovanović

Other namesMilos 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	742	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	253	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	169	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	129	2009
Text mining: Approaches and applications M Radovanović, M Ivanović Novi Sad J. Math 38 (3), 227-234, 2008	122	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	110	2010
Time-series classification in many intrinsic dimensions M Radovanović, A Nanopoulos, M Ivanović 10th SIAM International Conference on Data Mining, 677-688, 2010	92	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, 445-458, 2014	90	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	74	2011
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	70	2017
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	66	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	65	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	53	2016
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	52	2020
Clustering evaluation in high-dimensional data N Tomašev, M Radovanović Unsupervised learning algorithms, 71-107, 2016	45	2016
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	44	2009
Dynamic time warping: Itakura vs sakoe-chiba Z Geler, V Kurbalija, M Ivanović, M Radovanović, W Dai 2019 IEEE International Symposium on INnovations in Intelligent SysTems and …, 2019	43	2019
Intrinsic dimensionality estimation within tight localities L Amsaleg, O Chelly, ME Houle, K Kawarabayashi, M Radovanović, ... Proceedings of the 2019 SIAM international conference on data mining, 181-189, 2019	42	2019
The structure and evolution of scientific collaboration in Serbian mathematical journals M Savić, M Ivanović, M Radovanović, Z Ognjanović, A Pejović, ... Scientometrics 101, 1805-1830, 2014	41	2014
Localized centering: Reducing hubness in large-sample data K Hara, I Suzuki, M Shimbo, K Kobayashi, K Fukumizu, M Radovanović Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015	38	2015

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