Milos Radovanovic
Milos Radovanovic
Associate Professor of Computer Science, University of Novi Sad, Serbia
Geverifieerd e-mailadres voor dmi.uns.ac.rs - Homepage
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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
5512010
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
1702015
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
1312014
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
1072009
Text mining: Approaches and applications
M Radovanović, M Ivanović
Novi Sad J. Math 38 (3), 227-234, 2008
992008
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
912010
Time-series classification in many intrinsic dimensions
M Radovanović, A Nanopoulos, M Ivanović
10th SIAM International Conference on Data Mining, 677-688, 2010
862010
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
782014
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
692011
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
642011
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
502014
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
392009
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
372017
CatS: A classification-powered meta-search engine
M Radovanović, M Ivanović
Advances in Web Intelligence and Data Mining, 191-200, 2006
342006
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
322014
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
252016
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
252015
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
242010
A framework for time-series analysis
V Kurbalija, M Radovanović, Z Geler, M Ivanović
International Conference on Artificial Intelligence: Methodology, Systems …, 2010
242010
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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Artikelen 1–20