| 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 | 879 | 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 | 301 | 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 | 190 | 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 | 150 | 2009 |
| Text mining: Approaches and applications M Radovanović, M Ivanović Novi Sad J. Math 38 (3), 227-234, 2008 | 148 | 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 | 124 | 2010 |
| Time-series classification in many intrinsic dimensions M Radovanović, A Nanopoulos, M Ivanović 10th SIAM International Conference on Data Mining, 677-688, 2010 | 100 | 2010 |
| 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 | 96 | 2019 |
| 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 | 82 | 2011 |
| 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 | 80 | 2020 |
| 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 | 78 | 2017 |
| 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 | 74 | 2019 |
| Clustering evaluation in high-dimensional data N Tomašev, M Radovanović Unsupervised learning algorithms, 71-107, 2016 | 72 | 2016 |
| 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 | 71 | 2016 |
| 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 | 69 | 2014 |
| 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 | 69 | 2011 |
| 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 | 63 | 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 | 47 | 2009 |
| 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 | 44 | 2015 |
| High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence L Amsaleg, J Bailey, A Barbe, SM Erfani, T Furon, ME Houle, ... IEEE Transactions on Information Forensics and Security 16, 854-865, 2021 | 43 | 2021 |
Mirjana IvanovicFull Professor, Faculty of Sciences, University of Novi Sad, Corresponding member of Serbian AcademyVerified email at dmi.uns.ac.rs
