Milos Radovanovic

Orcid: 0000-0003-2225-7803

According to our database1, Milos Radovanovic authored at least 81 papers between 2006 and 2024.

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Bibliography

2024
Multi-class boosting for the analysis of multiple incomplete views on microbiome data.
BMC Bioinform., December, 2024

Hub-aware random walk graph embedding methods for classification.
Stat. Anal. Data Min., April, 2024

Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysis.
CoRR, 2024

Dimensionality-Aware Outlier Detection.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

2023
Local intrinsic dimensionality measures for graphs, with applications to graph embeddings.
Inf. Syst., October, 2023

Advanced CNN Architectures for Pollen Classification: Design and Comprehensive Evaluation.
Appl. Artif. Intell., 2023

2022
Elastic distances for time-series classification: Itakura versus Sakoe-Chiba constraints.
Knowl. Inf. Syst., 2022

Machine Learning Methods for Device Identification Using Wireless Fingerprinting.
CoRR, 2022

Intrinsic Dimensionality Estimation within Tight Localities: A Theoretical and Experimental Analysis.
CoRR, 2022

Contemporary research trends in computer science and informatics - editorial.
Comput. Sci. Inf. Syst., 2022

Evaluation of LID-Aware Graph Embedding Methods for Node Clustering.
Proceedings of the Similarity Search and Applications - 15th International Conference, 2022

2021
High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence.
IEEE Trans. Inf. Forensics Secur., 2021

Editorial.
Comput. Sci. Inf. Syst., 2021

Local Intrinsic Dimensionality and Graphs: Towards LID-aware Graph Embedding Algorithms.
Proceedings of the Similarity Search and Applications - 14th International Conference, 2021

2020
Graph-based metadata modeling in indoor positioning systems.
Simul. Model. Pract. Theory, 2020

CAAVI-RICS model for observing the security of distributed IoT and edge computing systems.
Simul. Model. Pract. Theory, 2020

Weighted <i>k</i>NN and constrained elastic distances for time-series classification.
Expert Syst. Appl., 2020

An MQTT-based Resource Management Framework for Edge Computing Systems.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

Time-Series Classification with Constrained DTW Distance and Inverse-Square Weighted k-NN.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

2019
BLEMAT: Data Analytics and Machine Learning for Smart Building Occupancy Detection and Prediction.
Int. J. Artif. Intell. Tools, 2019

The Influence of Hubness on NN-Descent.
Int. J. Artif. Intell. Tools, 2019

Clustering Evaluation in High-Dimensional Data.
Proceedings of the 1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning co-located with SIAM International Conference on Data Mining (SDM 2019), 2019

Intrinsic Dimensionality Estimation within Tight Localities.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

CAAVI-RICS Model for Analyzing the Security of Fog Computing Systems: Authentication.
Proceedings of the 20th International Conference on Parallel and Distributed Computing, 2019

Hyperledger Fabric Blockchain as a Service for the IoT: Proof of Concept.
Proceedings of the Model and Data Engineering - 9th International Conference, 2019

Dynamic Time Warping: Itakura vs Sakoe-Chiba.
Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

CAAVI-RICS Model for Analyzing the Security of Fog Computing Systems.
Proceedings of the Intelligent Distributed Computing XIII, 2019

Measurement of rectifying diode impedance and efficiency for energy harvesting applications.
Proceedings of the IEEE EUROCON 2019, 2019

Conceptualizing a collaboration framework between Blockchain technology and the Internet of Things.
Proceedings of the 20th International Conference on Computer Systems and Technologies, 2019

GEMAT - Internet of Things Solution for Indoor Security Geofencing.
Proceedings of the 9th Balkan Conference on Informatics, 2019

2018
Two Faces of the Framework for Analysis and Prediction, Part 2 - Research.
Inf. Technol. Control., 2018

Two Faces of the Framework for Analysis and Prediction, Part 1 - Education.
Inf. Technol. Control., 2018

Gender-Based Analysis of Intra-Institutional Research Productivity and Collaboration.
Fundam. Informaticae, 2018

Emotion perception and recognition: An exploration of cultural differences and similarities.
Cogn. Syst. Res., 2018

Hubs in Nearest-Neighbor Graphs: Origins, Applications and Challenges.
Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

Bluetooth Low Energy Microlocation Asset Tracking (BLEMAT) in a Context-Aware Fog Computing System.
Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

NN-Descent on High-Dimensional Data.
Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

2017
Analysis of high structural class coupling in object-oriented software systems.
Computing, 2017

The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality.
Proceedings of the 2017 IEEE Workshop on Information Forensics and Security, 2017

Context Aware Resource and Service Provisioning Management in Fog Computing Systems.
Proceedings of the Intelligent Distributed Computing XI - Proceedings of the 11th International Symposium on Intelligent Distributed Computing, 2017

2016
Comparison of different weighting schemes for the kNN classifier on time-series data.
Knowl. Inf. Syst., 2016

Towards Culture-Sensitive Extensions of CRISs: Gender-Based Researcher Evaluation.
Proceedings of the Model and Data Engineering - 6th International Conference, 2016

Modula-2 versus Java as the first programming language: Evaluation of students' performance.
Proceedings of the 17th International Conference on Computer Systems and Technologies, 2016

Flattening the Density Gradient for Eliminating Spatial Centrality to Reduce Hubness.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Reverse Nearest Neighbors in Unsupervised Distance-Based Outlier Detection.
IEEE Trans. Knowl. Data Eng., 2015

Emotional agents - state of the art and applications.
Comput. Sci. Inf. Syst., 2015

Reducing Hubness for Kernel Regression.
Proceedings of the Similarity Search and Applications - 8th International Conference, 2015

Introducing cultural issues and cultural awareness in conceptual modelling education.
Proceedings of the Information Modelling and Knowledge Bases XXVII, 2015

Does the choice of the first programming language influence students' grades?
Proceedings of the 16th International Conference on Computer Systems and Technologies, 2015

Cultural Differences and Similarities in Emotion Recognition.
Proceedings of the 7th Balkan Conference on Informatics Conference, 2015

Localized Centering: Reducing Hubness in Large-Sample Data.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
The Role of Hubness in Clustering High-Dimensional Data.
IEEE Trans. Knowl. Data Eng., 2014

The structure and evolution of scientific collaboration in Serbian mathematical journals.
Scientometrics, 2014

Hubness-based fuzzy measures for high-dimensional <i>k</i>-nearest neighbor classification.
Int. J. Mach. Learn. Cybern., 2014

The influence of global constraints on similarity measures for time-series databases.
Knowl. Based Syst., 2014

Time-series analysis in the medical domain: A study of Tacrolimus administration and influence on kidney graft function.
Comput. Biol. Medicine, 2014

Emotional Intelligence and Agents: Survey and Possible Applications.
Proceedings of the 4th International Conference on Web Intelligence, 2014

Impact of the Sakoe-Chiba Band on the DTW Time Series Distance Measure for kNN Classification.
Proceedings of the Knowledge Science, Engineering and Management, 2014

Exploratory Analysis of Communities in Co-authorship Networks: A Case Study.
Proceedings of the ICT Innovations 2014, 2014

2013
Quality checking and mining nephrology biopsy data.
Proceedings of the Balkan Conference in Informatics, 2013

2012
Community detection and analysis of community evolution in Apache Ant class collaboration networks.
Proceedings of the Balkan Conference in Informatics, 2012, 2012

2011
Characteristics of Class Collaboration Networks in Large Java Software Projects.
Inf. Technol. Control., 2011

Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

A probabilistic approach to nearest-neighbor classification: naive hubness bayesian kNN.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Integration of agents and planning systems.
Proceedings of the Workshop on Applications of Software Agents, 2011

2010
Hubs in Space: Popular Nearest Neighbors in High-Dimensional Data.
J. Mach. Learn. Res., 2010

Editorial.
Comput. Sci. Inf. Syst., 2010

On the existence of obstinate results in vector space models.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Time-Series Classification in Many Intrinsic Dimensions.
Proceedings of the SIAM International Conference on Data Mining, 2010

Looking Through the "Glass Ceiling": A Conceptual Framework for the Problems of Spectral Similarity.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

A Framework for Time-Series Analysis.
Proceedings of the Artificial Intelligence: Methodology, 2010

Advances in Databases and Information Systems at the University of Novi Sad.
Proceedings of the Local Proceedings of the Fourteenth East-European Conference on Advances in Databases and Information Systems, 2010

2009
Text Categorization and Sorting of Web Search Results.
Comput. Informatics, 2009

How does high dimensionality affect collaborative filtering?
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Nearest neighbors in high-dimensional data: the emergence and influence of hubs.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008
APP: Agent Planning Package.
Scalable Comput. Pract. Exp., 2008

2007
Automatic Categorization of Human-Coded and Evolved CoreWar Warriors.
Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Categorizing Evolved CoreWar Warriors Using EM and Attribute Evaluation.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

2006
CatS: A Classification-Powered Meta-Search Engine.
Proceedings of the Advances in Web Intelligence and Data Mining, 2006

Interactions Between Document Representation and Feature Selection in Text Categorization.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

Document Representations for Classification of Short Web-Page Descriptions.
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006


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