Milos Radovanovic

115 papers A* 4A 5B 6C 9Misc 4Journal 61Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Unveiling distinguishing properties of adversarial examples through neural tangent kernels. Neurocomputing Alexandros Nanopoulos, Milos Radovanovic
2025	J	`jnl`	Domain adaptation for improving automatic airborne pollen classification with expert-verified measurements. Appl. Intell. Predrag Matavulj, Slobodan Jelic, Domagoj Severdija, Sanja Brdar, Milos Radovanovic, Danijela Tesendic, Branko Sikoparija
2025	B	`conf`	Dynamic Graph Embedding Through Hub-Aware Random Walks. SISAP Aleksandar Tomcic, Milos Savic, Dusan Simic, Milos Radovanovic
2025	J	`jnl`	Dynamic Graph Embedding through Hub-aware Random Walks. CoRR Aleksandar Tomcic, Milos Savic, Dusan Simic, Milos Radovanovic
2025	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2025	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2025	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2025	—	`book`	Recent Advances in Time-Series Classification - Methodology and Applications Zoltan Geler, Vladimir Kurbalija, Milos Radovanovic, Mirjana Ivanovic
2024	A	`conf`	Dimensionality-Aware Outlier Detection. SDM Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek
2024	J	`jnl`	Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysis. CoRR Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek
2024	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2024	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2024	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2024	J	`jnl`	Hub-aware random walk graph embedding methods for classification. Stat. Anal. Data Min. Aleksandar Tomcic, Milos Savic, Milos Radovanovic
2024	J	`jnl`	Local Intrinsic Dimensionality for Dynamic Graph Embeddings. CoRR Dusica Knezevic, Milos Savic, Milos Radovanovic
2024	J	`jnl`	Maize Hybrids Performance Evaluation with Data Fusion by Matrix Factorization Algorithm. Appl. Artif. Intell. Milica Brkic, Stefan Hacko, Milos Radovanovic, Vladimir S. Crnojevic, Sanja Brdar
2024	J	`jnl`	Multi-class boosting for the analysis of multiple incomplete views on microbiome data. BMC Bioinform. Andrea Simeon, Milos Radovanovic, Tatjana Loncar-Turukalo, Michelangelo Ceci, Sanja Brdar, Gianvito Pio
2023	J	`jnl`	Advanced CNN Architectures for Pollen Classification: Design and Comprehensive Evaluation. Appl. Artif. Intell. Predrag Matavulj, Marko Panic, Branko Sikoparija, Danijela Tesendic, Milos Radovanovic, Sanja Brdar
2023	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2023	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2023	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2023	J	`jnl`	Local intrinsic dimensionality measures for graphs, with applications to graph embeddings. Inf. Syst. Milos Savic, Vladimir Kurbalija, Milos Radovanovic
2022	J	`jnl`	Contemporary research trends in computer science and informatics - editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2022	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2022	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2022	J	`jnl`	Elastic distances for time-series classification: Itakura versus Sakoe-Chiba constraints. Knowl. Inf. Syst. Zoltan Geler, Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic
2022	B	`conf`	Evaluation of LID-Aware Graph Embedding Methods for Node Clustering. SISAP Dusica Knezevic, Jela Babic, Milos Savic, Milos Radovanovic
2022	J	`jnl`	Hub-aware Random Walk Graph Embedding Methods for Classification. CoRR Aleksandar Tomcic, Milos Savic, Milos Radovanovic
2022	J	`jnl`	Intrinsic Dimensionality Estimation within Tight Localities: A Theoretical and Experimental Analysis. CoRR Laurent Amsaleg, Oussama Chelly, Michael E. Houle, Ken-ichi Kawarabayashi, Milos Radovanovic, Weeris Treeratanajaru
2022	J	`jnl`	Local Intrinsic Dimensionality Measures for Graphs, with Applications to Graph Embeddings. CoRR Milos Savic, Vladimir Kurbalija, Milos Radovanovic
2022	J	`jnl`	Machine Learning Methods for Device Identification Using Wireless Fingerprinting. CoRR Srdjan Sobot, Vukan Ninkovic, Dejan Vukobratovic, Milan Pavlovic, Milos Radovanovic
2021	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic
2021	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2021	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija
2021	J	`jnl`	High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence. IEEE Trans. Inf. Forensics Secur. Laurent Amsaleg, James Bailey, Amélie Barbe, Sarah M. Erfani, Teddy Furon, Michael E. Houle, Milos Radovanovic, Xuan Vinh Nguyen
2021	B	`conf`	Local Intrinsic Dimensionality and Graphs: Towards LID-aware Graph Embedding Algorithms. SISAP Milos Savic, Vladimir Kurbalija, Milos Radovanovic
2020	C	`conf`	An MQTT-based Resource Management Framework for Edge Computing Systems. INISTA Sasa Pesic, Milos Radovanovic, Mirjana Ivanovic
2020	J	`jnl`	CAAVI-RICS model for observing the security of distributed IoT and edge computing systems. Simul. Model. Pract. Theory Sasa Pesic, Mirjana Ivanovic, Milos Radovanovic, Costin Badica
2020	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic
2020	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic
2020	J	`jnl`	Graph-based metadata modeling in indoor positioning systems. Simul. Model. Pract. Theory Sasa Pesic, Milos Radovanovic, Mirjana Ivanovic, Milenko Tosic, Ognjen Ikovic, Dragan Boskovic
2020	C	`conf`	Time-Series Classification with Constrained DTW Distance and Inverse-Square Weighted k-NN. INISTA Zoltan Geler, Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic
2020	J	`jnl`	Weighted Expert Syst. Appl. Zoltan Geler, Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic
2019	J	`jnl`	BLEMAT: Data Analytics and Machine Learning for Smart Building Occupancy Detection and Prediction. Int. J. Artif. Intell. Tools Sasa Pesic, Milenko Tosic, Ognjen Ikovic, Milos Radovanovic, Mirjana Ivanovic, Dragan Boskovic
2019	Misc	`conf`	CAAVI-RICS Model for Analyzing the Security of Fog Computing Systems. IDC Sasa Pesic, Milos Radovanovic, Mirjana Ivanovic, Costin Badica, Milenko Tosic, Ognjen Ikovic, Dragan Boskovic
2019	C	`conf`	CAAVI-RICS Model for Analyzing the Security of Fog Computing Systems: Authentication. PDCAT Sasa Pesic, Milos Radovanovic, Mirjana Ivanovic, Costin Badica, Milenko Tosic, Ognjen Ikovic, Dragan Boskovic
2019	—	`conf`	Clustering Evaluation in High-Dimensional Data. EDML@SDM Milos Radovanovic
2019	—	`conf`	Conceptualizing a collaboration framework between Blockchain technology and the Internet of Things. CompSysTech Sasa Pesic, Milenko Tosic, Ognjen Ikovic, Milos Radovanovic, Mirjana Ivanovic, Dragan Boskovic
2019	C	`conf`	Dynamic Time Warping: Itakura vs Sakoe-Chiba. INISTA Zoltan Geler, Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic, Weihui Dai
2019	—	`conf`	GEMAT - Internet of Things Solution for Indoor Security Geofencing. BCI Sasa Pesic, Milenko Tosic, Milos Radovanovic, Ognjen Ikovic, Mirjana Ivanovic, Dragan Boskovic
2019	C	`conf`	Hyperledger Fabric Blockchain as a Service for the IoT: Proof of Concept. MEDI Sasa Pesic, Milos Radovanovic, Mirjana Ivanovic, Milenko Tosic, Ognjen Ikovic, Dragan Boskovic
2019	A	`conf`	Intrinsic Dimensionality Estimation within Tight Localities. SDM Laurent Amsaleg, Oussama Chelly, Michael E. Houle, Ken-ichi Kawarabayashi, Milos Radovanovic, Weeris Treeratanajaru
2019	B	`ed.`	Similarity Search and Applications - 12th International Conference, SISAP 2019, Newark, NJ, USA, October 2-4, 2019, Proceedings SISAP Giuseppe Amato, Claudio Gennaro, Vincent Oria, Milos Radovanovic
2019	J	`jnl`	The Influence of Hubness on NN-Descent. Int. J. Artif. Intell. Tools Brankica Bratic, Michael E. Houle, Vladimir Kurbalija, Vincent Oria, Milos Radovanovic
2018	—	`conf`	Bluetooth Low Energy Microlocation Asset Tracking (BLEMAT) in a Context-Aware Fog Computing System. WIMS Sasa Pesic, Milenko Tosic, Ognjen Ikovic, Milos Radovanovic, Mirjana Ivanovic, Dragan Boskovic
2018	J	`jnl`	Emotion perception and recognition: An exploration of cultural differences and similarities. Cogn. Syst. Res. Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic, Zoltan Geler, Weihui Dai, Weidong Zhao
2018	J	`jnl`	Gender-Based Analysis of Intra-Institutional Research Productivity and Collaboration. Fundam. Informaticae Milos Savic, Mirjana Ivanovic, Milos Radovanovic, Bojana Dimic Surla
2018	—	`conf`	Hubs in Nearest-Neighbor Graphs: Origins, Applications and Challenges. WIMS Milos Radovanovic
2018	—	`conf`	NN-Descent on High-Dimensional Data. WIMS Brankica Bratic, Michael E. Houle, Vladimir Kurbalija, Vincent Oria, Milos Radovanovic
2018	—	`ed.`	Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, WIMS 2018, Novi Sad, Serbia, June 25-27, 2018 WIMS Rajendra Akerkar, Mirjana Ivanovic, Sang-Wook Kim, Yannis Manolopoulos, Riccardo Rosati, Milos Savic, Costin Badica, Milos Radovanovic
2018	J	`jnl`	Two Faces of the Framework for Analysis and Prediction, Part 1 - Education. Inf. Technol. Control. Vladimir Kurbalija, Mirjana Ivanovic, Zoltan Geler, Milos Radovanovic
2018	J	`jnl`	Two Faces of the Framework for Analysis and Prediction, Part 2 - Research. Inf. Technol. Control. Vladimir Kurbalija, Mirjana Ivanovic, Zoltan Geler, Milos Radovanovic
2017	J	`jnl`	Analysis of high structural class coupling in object-oriented software systems. Computing Milos Savic, Mirjana Ivanovic, Milos Radovanovic
2017	Misc	`conf`	Context Aware Resource and Service Provisioning Management in Fog Computing Systems. IDC Sasa Pesic, Milenko Tosic, Ognjen Ikovic, Mirjana Ivanovic, Milos Radovanovic, Dragan Boskovic
2017	—	`conf`	The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality. WIFS Laurent Amsaleg, James Bailey, Dominique Barbe, Sarah M. Erfani, Michael E. Houle, Vinh Nguyen, Milos Radovanovic
2016	J	`jnl`	Comparison of different weighting schemes for the kNN classifier on time-series data. Knowl. Inf. Syst. Zoltan Geler, Vladimir Kurbalija, Milos Radovanovic, Mirjana Ivanovic
2016	A*	`conf`	Flattening the Density Gradient for Eliminating Spatial Centrality to Reduce Hubness. AAAI Kazuo Hara, Ikumi Suzuki, Kei Kobayashi, Kenji Fukumizu, Milos Radovanovic
2016	—	`conf`	Modula-2 versus Java as the first programming language: Evaluation of students' performance. CompSysTech Milos Savic, Mirjana Ivanovic, Milos Radovanovic, Zoran Budimac
2016	C	`conf`	Towards Culture-Sensitive Extensions of CRISs: Gender-Based Researcher Evaluation. MEDI Milos Savic, Mirjana Ivanovic, Milos Radovanovic, Bojana Dimic Surla
2015	—	`conf`	Cultural Differences and Similarities in Emotion Recognition. BCI Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic, Zoltan Geler, Dejan Mitrovic, Weihui Dai, Weidong Zhao
2015	—	`conf`	Does the choice of the first programming language influence students' grades? CompSysTech Mirjana Ivanovic, Zoran Budimac, Milos Radovanovic, Milos Savic
2015	J	`jnl`	Emotional agents - state of the art and applications. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Zoran Budimac, Milos Radovanovic, Vladimir Kurbalija, Weihui Dai, Costin Badica, Mihaela Colhon, Srdan Ninkovic, Dejan Mitrovic
2015	C	`conf`	Introducing cultural issues and cultural awareness in conceptual modelling education. EJC Tatjana Welzer, Marjan Druzovec, Lili Nemec Zlatolas, Marko Hölbl, Hannu Jaakkola, Mirjana Ivanovic, Milos Radovanovic
2015	A*	`conf`	Localized Centering: Reducing Hubness in Large-Sample Data. AAAI Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Kei Kobayashi, Kenji Fukumizu, Milos Radovanovic
2015	B	`conf`	Reducing Hubness for Kernel Regression. SISAP Kazuo Hara, Ikumi Suzuki, Kei Kobayashi, Kenji Fukumizu, Milos Radovanovic
2015	J	`jnl`	Reverse Nearest Neighbors in Unsupervised Distance-Based Outlier Detection. IEEE Trans. Knowl. Data Eng. Milos Radovanovic, Alexandros Nanopoulos, Mirjana Ivanovic
2014	—	`conf`	Emotional Intelligence and Agents: Survey and Possible Applications. WIMS Mirjana Ivanovic, Milos Radovanovic, Zoran Budimac, Dejan Mitrovic, Vladimir Kurbalija, Weihui Dai, Weidong Zhao
2014	—	`conf`	Exploratory Analysis of Communities in Co-authorship Networks: A Case Study. ICT Innovations Milos Savic, Mirjana Ivanovic, Milos Radovanovic, Zoran Ognjanovic, Aleksandar Pejovic, Tatjana Jaksic Krüger
2014	J	`jnl`	Hubness-based fuzzy measures for high-dimensional Int. J. Mach. Learn. Cybern. Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic
2014	C	`conf`	Impact of the Sakoe-Chiba Band on the DTW Time Series Distance Measure for kNN Classification. KSEM Zoltan Geler, Vladimir Kurbalija, Milos Radovanovic, Mirjana Ivanovic
2014	J	`jnl`	The Role of Hubness in Clustering High-Dimensional Data. IEEE Trans. Knowl. Data Eng. Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic
2014	J	`jnl`	The influence of global constraints on similarity measures for time-series databases. Knowl. Based Syst. Vladimir Kurbalija, Milos Radovanovic, Zoltan Geler, Mirjana Ivanovic
2014	J	`jnl`	The structure and evolution of scientific collaboration in Serbian mathematical journals. Scientometrics Milos Savic, Mirjana Ivanovic, Milos Radovanovic, Zoran Ognjanovic, Aleksandar Pejovic, Tatjana Jaksic Krüger
2014	J	`jnl`	Time-series analysis in the medical domain: A study of Tacrolimus administration and influence on kidney graft function. Comput. Biol. Medicine Vladimir Kurbalija, Milos Radovanovic, Mirjana Ivanovic, Danilo Schmidt, Gabriela Lindemann von Trzebiatowski, Hans-Dieter Burkhard, Carl Hinrichs
2013	—	`conf`	Quality checking and mining nephrology biopsy data. BCI Milos Radovanovic, Gabriela Lindemann von Trzebiatowski, Vladimir Kurbalija, Mirjana Ivanovic, Hans-Dieter Burkhard, Danilo Schmidt, Carl Hinrichs
2012	—	`ed.`	Balkan Conference in Informatics, 2012, BCI '12, Novi Sad, Serbia, September 16-20, 2012 BCI Mirjana Ivanovic, Zoran Budimac, Milos Radovanovic
2012	—	`conf`	Community detection and analysis of community evolution in Apache Ant class collaboration networks. BCI Milos Savic, Milos Radovanovic, Mirjana Ivanovic
2012	—	`ed.`	Local Proceedings of the Fifth Balkan Conference in Informatics, 2012, BCI '12, Novi Sad, Serbia, September 16-20, 2012 BCI (Local) Zoran Budimac, Mirjana Ivanovic, Milos Radovanovic
2011	A	`conf`	A probabilistic approach to nearest-neighbor classification: naive hubness bayesian kNN. CIKM Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic
2011	J	`jnl`	Characteristics of Class Collaboration Networks in Large Java Software Projects. Inf. Technol. Control. Milos Savic, Mirjana Ivanovic, Milos Radovanovic
2011	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic
2011	—	`conf`	Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification. MLDM Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic
2011	—	`conf`	Integration of agents and planning systems. WASA Sasa Tosic, Milos Radovanovic, Mirjana Ivanovic
2011	J	`jnl`	The Influence of Global Constraints on Similarity Measures for Time-Series Databases CoRR Vladimir Kurbalija, Milos Radovanovic, Zoltan Geler, Mirjana Ivanovic
2011	—	`conf`	The Role of Hubness in Clustering High-Dimensional Data. PAKDD (1) Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic
2010	Misc	`conf`	A Framework for Time-Series Analysis. AIMSA Vladimir Kurbalija, Milos Radovanovic, Zoltan Geler, Mirjana Ivanovic
2010	—	`conf`	Advances in Databases and Information Systems at the University of Novi Sad. ADBIS (Local Proceedings) Mirjana Ivanovic, Zoran Budimac, Milos Radovanovic, Srdan Skrbic, Ivan Lukovic, Gordana Milosavljevic
2010	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic
2010	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic
2010	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic
2010	J	`jnl`	Hubs in Space: Popular Nearest Neighbors in High-Dimensional Data. J. Mach. Learn. Res. Milos Radovanovic, Alexandros Nanopoulos, Mirjana Ivanovic
2010	—	`conf`	Looking Through the "Glass Ceiling": A Conceptual Framework for the Problems of Spectral Similarity. ISMIR Ioannis Karydis, Milos Radovanovic, Alexandros Nanopoulos, Mirjana Ivanovic
2010	A*	`conf`	On the existence of obstinate results in vector space models. SIGIR Milos Radovanovic, Alexandros Nanopoulos, Mirjana Ivanovic
2010	A	`conf`	Time-Series Classification in Many Intrinsic Dimensions. SDM Milos Radovanovic, Alexandros Nanopoulos, Mirjana Ivanovic
2009	J	`jnl`	Editorial. Comput. Sci. Inf. Syst. Mirjana Ivanovic, Milos Radovanovic
2009	A	`conf`	How does high dimensionality affect collaborative filtering? RecSys Alexandros Nanopoulos, Milos Radovanovic, Mirjana Ivanovic
2009	A*	`conf`	Nearest neighbors in high-dimensional data: the emergence and influence of hubs. ICML Milos Radovanovic, Alexandros Nanopoulos, Mirjana Ivanovic
2009	J	`jnl`	Text Categorization and Sorting of Web Search Results. Comput. Informatics Milos Radovanovic, Mirjana Ivanovic, Zoran Budimac
2008	J	`jnl`	APP: Agent Planning Package. Scalable Comput. Pract. Exp. Sasa Tosic, Milos Radovanovic, Mirjana Ivanovic
2007	Misc	`conf`	APP: Agent Planning Package. IDC Sasa Tosic, Milos Radovanovic, Mirjana Ivanovic
2007	—	`conf`	Automatic Categorization of Human-Coded and Evolved CoreWar Warriors. PKDD Nenad Tomasev, Doni Pracner, Milos Radovanovic, Mirjana Ivanovic
2007	—	`conf`	Categorizing Evolved CoreWar Warriors Using EM and Attribute Evaluation. MLDM Doni Pracner, Nenad Tomasev, Milos Radovanovic, Mirjana Ivanovic
2006	—	`ch.`	CatS: A Classification-Powered Meta-Search Engine. Advances in Web Intelligence and Data Mining Milos Radovanovic, Mirjana Ivanovic
2006	B	`conf`	Document Representations for Classification of Short Web-Page Descriptions. DaWaK Milos Radovanovic, Mirjana Ivanovic
2006	C	`conf`	Interactions Between Document Representation and Feature Selection in Text Categorization. DEXA Milos Radovanovic, Mirjana Ivanovic