Miloš Radovanović

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Mirjana IvanovicFull Professor, Faculty of Sciences, University of Novi Sad, Corresponding member of Serbian AcademyCorreu electrònic verificat a dmi.uns.ac.rs
Vladimir KurbalijaFull professor, University of Novi Sad, SerbiaCorreu electrònic verificat a dmi.uns.ac.rs
Nenad TomasevGoogle DeepMindCorreu electrònic verificat a google.com
Alexandros NanopoulosBaden-Wuerttemberg Cooperative State University, Mosbach, GermanyCorreu electrònic verificat a mosbach.dhbw.de
Zoltan GelerAssociate Professor, University of Novi Sad, SerbiaCorreu electrònic verificat a ff.uns.ac.rs
Milos SavicDepartment of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, SerbiaCorreu electrònic verificat a dmi.uns.ac.rs
Dunja MladenicSenior researcher at J. Stefan InstituteCorreu electrònic verificat a ijs.si
Michael E. HouleNew Jersey Institute of TechnologyCorreu electrònic verificat a njit.edu
Milenko TošićDirector of Innovation VizLore Labs FoundationCorreu electrònic verificat a vizlore.com
Dragan BoscovicClinical Professor at ASU, DVS at mediaX Stanford UniversityCorreu electrònic verificat a asu.edu
Zoran BudimacDept of mathematics and informatics, Faculty of sciences, University of Novi Sad, Novi Sad, SerbiaCorreu electrònic verificat a dmi.uns.ac.rs
Weihui DaiFull Professor of School of Management, Fudan UniversityCorreu electrònic verificat a fudan.edu.cn
Kenji FukumizuThe Institute of Statistical MathematicsCorreu electrònic verificat a ism.ac.jp
Costin BadicaProfessor of Computer Science, University of Craiova, RomaniaCorreu electrònic verificat a edu.ucv.ro
Vincent OriaNew Jersey Institute of TechnologyCorreu electrònic verificat a njit.edu
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneCorreu electrònic verificat a unimelb.edu.au
Dejan MitrovicTeaching and Research Assistant of Computer Science, University of Novi SadCorreu electrònic verificat a dmi.uns.ac.rs
Ikumi SuzukiYamagata UniversityCorreu electrònic verificat a sci.kj.yamagata-u.ac.jp
Tatjana Jakšić KrügerResearch asssitant professorCorreu electrònic verificat a mi.sanu.ac.rs
Zoran OgnjanovicResearch Professor, Matematicki institut SANUCorreu electrònic verificat a mi.sanu.ac.rs

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Miloš Radovanović

Altres nomsMilos Radovanovic

Professor of Computer Science, Faculty of Sciences, University of Novi Sad, Serbia

Correu electrònic verificat a dmi.uns.ac.rs - Pàgina d'inici

Computer Science Data Mining Text Mining Web Mining Machine Learning


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
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	808	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	284	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	178	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	139	2009
Text mining: Approaches and applications M Radovanović, M Ivanović Novi Sad J. Math 38 (3), 227-234, 2008	137	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	118	2010
Time-series classification in many intrinsic dimensions M Radovanović, A Nanopoulos, M Ivanović 10th SIAM International Conference on Data Mining, 677-688, 2010	96	2010
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	80	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	74	2017
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	70	2020
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	70	2011
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	69	2019
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	68	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	66	2016
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	62	2014
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	56	2019
Clustering evaluation in high-dimensional data N Tomašev, M Radovanović Unsupervised learning algorithms, 71-107, 2016	55	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	45	2009
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	43	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	41	2015

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