Milos Radovanovic - Google Scholar Citations

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	All	Since 2014
Citations	1710	1308
h-index	19	16
i10-index	29	25

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Co-authors

Mirjana IvanovicFull Professor, Faculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Nenad TomasevGoogle DeepMindVerified email at ijs.si
Dunja MladenicSenior researcher at J. Stefan InstituteVerified email at ijs.si
Vladimir KurbalijaAssociate professor, University of Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Milos SavicDepartment of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Zoltan GelerAssistant Professor, University of Novi Sad, SerbiaVerified email at ff.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
Michael E. HouleNational Institute of Informatics, JapanVerified email at nii.ac.jp
Kenji FukumizuThe Institute of Statistical MathematicsVerified email at ism.ac.jp
Sasa PesicUniversity of Novi Sad, Arizona State University, VizLore LLCVerified email at vizlore.com
Weihui DaiFull Professor of School of Management, Fudan UniversityVerified email at fudan.edu.cn
Doni PracnerTeaching Assistant of Computer Science, Faculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Kazuo HaraYamagata UniversityVerified email at sci.kj.yamagata-u.ac.jp
Dejan MitrovicTeaching and Research Assistant of Computer Science, University of Novi SadVerified email at dmi.uns.ac.rs
Tatjana Jakšić KrügerResearch asssitantVerified email at mi.sanu.ac.rs
Zoran OgnjanovicResearch Professor, Matematicki institut SANUVerified email at mi.sanu.ac.rs
Dragan BoscovicResearch Professor at ASU, DVS at mediaX Stanford University; Professor of ICT at University of NoviVerified email at asu.edu
Sarah M. ErfaniComputing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
James BaileyProfessor, Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Vinh NguyenDeep Learning Solutions Architect at NVIDIA & Machine Learning Scientist, University of MelbourneVerified email at unimelb.edu.au

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


Title	Cited by	Year
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	414	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	121	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	106	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	95	2009
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	81	2010
Time-series classification in many intrinsic dimensions M Radovanović, A Nanopoulos, M Ivanović 10th SIAM International Conference on Data Mining, 677-688, 2010	81	2010
Text mining: Approaches and applications M Radovanović, M Ivanović Novi Sad J. Math 38 (3), 227-234, 2008	78	2008
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	70	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	61	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	61	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	40	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	38	2009
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	27	2014
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	26	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	22	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	22*	2006
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	20	2017
A framework for time-series analysis V Kurbalija, M Radovanović, Z Geler, M Ivanović International Conference on Artificial Intelligence: Methodology, Systems …, 2010	20	2010
Hubness-based clustering of high-dimensional data N Tomašev, M Radovanović, D Mladenić, M Ivanović Partitional clustering algorithms, 353-386, 2015	17	2015

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