Milos Radovanovic

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Mirjana IvanovicFull Professor, Faculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Nenad TomasevGoogle DeepMindVerified email at ijs.si
Vladimir KurbalijaAssociate professor, University of Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Dunja MladenicSenior researcher at J. Stefan InstituteVerified email at ijs.si
Zoltan GelerAssistant 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
Zoran BudimacDept of mathematics and informatics, Faculty of sciences, University of Novi Sad, Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Sasa PesicUniversity of Novi Sad, Arizona State University, VizLore LLCVerified email at vizlore.com
Michael E. HouleNational Institute of Informatics, JapanVerified email at nii.ac.jp
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
Laurent AmsalegCNRSVerified email at irisa.fr
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
Costin BadicaProfessor of Computer Science, University of Craiova, RomaniaVerified email at software.ucv.ro
Vincent OriaNew Jersey Institute of TechnologyVerified email at njit.edu
Kazuo HaraYamagata UniversityVerified email at sci.kj.yamagata-u.ac.jp

Milos Radovanovic

Associate 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	555	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	170	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	133	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	107	2009
Text mining: Approaches and applications M Radovanović, M Ivanović Novi Sad J. Math 38 (3), 227-234, 2008	98	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	92	2010
Time-series classification in many intrinsic dimensions M Radovanović, A Nanopoulos, M Ivanović 10th SIAM International Conference on Data Mining, 677-688, 2010	86	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	78	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	69	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	64	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	50	2014
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	39	2009
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	37	2017
CatS: A classification-powered meta-search engine M Radovanović, M Ivanović Advances in Web Intelligence and Data Mining, 191-200, 2006	34	2006
The structure and evolution of scientific collaboration in Serbian mathematical journals M Savić, M Ivanović, M Radovanović, Z Ognjanović, A Pejović, TJ Krüger Scientometrics 101 (3), 1805-1830, 2014	32	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	25	2016
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	25	2015
Looking Through the" Glass Ceiling": A Conceptual Framework for the Problems of Spectral Similarity. I Karydis, M Radovanovic, A Nanopoulos, M Ivanovic ISMIR, 267-272, 2010	24	2010
A framework for time-series analysis V Kurbalija, M Radovanović, Z Geler, M Ivanović International Conference on Artificial Intelligence: Methodology, Systems …, 2010	24	2010
Document representations for classification of short web-page descriptions M Radovanović, M Ivanović International Conference on Data Warehousing and Knowledge Discovery, 544-553, 2006	24*	2006

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