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Books 

[WIMS 18 ACM] R. Akerkar, M. Ivanović, S.-W. Kim, Y. Manolopoulos, R. Rosati, M. Savić, C. Badica and M. Radovanović, editors. Proceedings of WIMS'18, 8th International Conference on Web Intelligence, Mining and Semantics. ACM International Conference Proceeding Series 1547, 2018

[JavaBook 16] M. Ivanović, Z. Budimac, M. Radovanović and D. Mitrović. Object-oriented Programming and Programming Language Java. Sigra Star, Novi Sad, Serbia, 400 pages, 2016 (in Serbian)

[ExSPA1 14] V. Kurbalija, M. Radovanović and D. Pracner. Exercises in Data Structures and Algorithms 1. Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Serbia, 127 pages, 2014 (in Serbian)

[BCI 12 ACM] Z. Budimac, M. Ivanović and M. Radovanović, editors. Proceedings of BCI’12, 5th Balkan Conference in Informatics. ACM International Conference Proceeding Series 641, 2012

[BCI 12 Local] Z. Budimac, M. Ivanović and M. Radovanović, editors. Local Proceedings of BCI’12, 5th Balkan Conference in Informatics. CEUR Workshop Proceedings 920, 2012 

[HighDimDM 11] M. Radovanović. Representations and Metrics in High-Dimensional Data Mining. Izdavačka knjižarnica Zorana Stojanovića, Novi Sad, Serbia, 244 pages, 2011

[ExIntroProg 03] M. Ivanović, M. Bađonski, A. Popović and M. Radovanović. Exercises in Introduction to Programming. Feljton – Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, 224 pages, 2003 (in Serbian)

Book Chapters

[InnoHPC 19] M. Radovanović and S. Škrbić. HPC in Serbia: The state and progress of the field. In B. Roncevic, R. Coscodaru and U. Fric, editors, Go with the Flow: High Performance Computing and Innovations in the Danube Region, pages 245–256, Vega Press, 2019

[ULA 16] N. Tomašev and M. Radovanović. Clustering evaluation in high-dimensional data. In M. Emre Celebi and K. Aydin, editors, Unsupervised Learning Algorithms, pages 71107, Springer, 2016

[PCA 15] N. Tomašev, M. Radovanović, D. Mladenić and M. Ivanović. Hubness-based clustering of high-dimensional data. In M. Emre Celebi, editor, Partitional Clustering Algorithms, pages 353386, Springer, 2015

[MLTxt 08] M. Radovanović and M. Ivanović. Machine learning on (hyper)text. In M. Ivanović and Z. Budimac (eds.), Selected Chapters in Software Engineering and Modern Computing Technologies. Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, 2008 (in Serbian)

[MLWM 08] M. Radovanović and M. Ivanović. Applications of machine learning in Web mining. In M. Ivanović and Z. Budimac (eds.), Selected Chapters in Software Engineering and Modern Computing Technologies. Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, 2008 (in Serbian) 

Research Papers

Journals

[IJAIT 19 NNDes] B. Bratić, M. E. Houle, V. Kurbalija, V. Oria and M. Radovanović. The influence of hubness on NN-Descent. International Journal on Artificial Intelligence Tools (forthcoming)

[IJAIT 19 BLEMAT] S. Pešić, M. Tošić, O. Iković, M. Radovanović, M. Ivanović and D. Bošković. BLEMAT: Data analytics and machine learning for smart building occupancy detection and prediction. International Journal on Artificial Intelligence Tools (forthcoming)

[FI 18] M. Savić, M. Ivanović, M. Radovanović and B. Dimić Surla. Gender-based analysis of intra-institutional research productivity and collaboration. Fundamenta Informaticae 162(4):237–258, 2018

[ITC 18-2] V. Kurbalija, M. Ivanović, Z. Geler and M. Radovanović. Two faces of the Framework for Analysis and Prediction, part 2 - research. Information Technology and Control (forthcoming)

[ITC 18-1] V. Kurbalija, M. Ivanović, Z. Geler and M. Radovanović. Two faces of the Framework for Analysis and Prediction, part 1 - education. Information Technology and Control 47(2):249–261, 2018

[CogSys 18] V. Kurbalija, M. Ivanović, M. Radovanović, Z. Geler, W. Dai and W. Zhao. Emotion perception and recognition: An exploration of cultural differences and similarities. Cognitive Systems Research 52:103–116, 2018

[Computing 17] M. Savić, M. Ivanović and M. Radovanović. Analysis of high structural class coupling in object-oriented software systems. Computing 99(11):1055–1079, 2017

[KAIS 16] Z. Geler, V. Kurbalija, M. Radovanović and M. Ivanović. Comparison of different weighting schemes for the kNN classifier on time-series data. Knowledge and Information Systems 48(2):331–378, 2016

[ComSIS 15] M. Ivanović, Z. Budimac, M. Radovanović, V. Kurbalija, W. Dai, C. Bădică, M. Colhon, S. Ninković and D. Mitrović. Emotional agents – state of the art and applications. Computer Science and Information Systems 12(4):1121–1148, 2015

[TKDE 15] M. Radovanović, A. Nanopoulos and M. Ivanović. Reverse nearest neighbors in unsupervised distance-based outlier detection. IEEE Transactions on Knowledge and Data Engineering 27(5):1369–1382, 2015

[SciMet 14] M. Savić, M. Ivanović, M. Radovanović, Z. Ognjanović, A. Pejović and T. Jakšić Krüger. The structure and evolution of scientific collaboration in Serbian mathematical journals. Scientometrics 101(3):1805–1830, 2014

[CBM 14] V. Kurbalija, M. Radovanović, M. Ivanović, D. Schmidt, G. Lindemann – von Trzebiatowski, H.-D. Burkhard and C. Hinrichs. Time-Series analysis in the medical domain: A study of Tacrolimus administration and influence on kidney graft function. Computers in Biology and Medicine 50:19–31, 2014

[KBS 14] V. Kurbalija, M. Radovanović, Z. Geler and M. Ivanović. The influence of global constraints on similarity measures for time-series databases. Knowledge-Based Systems 56:49–67, 2014

[TKDE 14] N. Tomašev, M. Radovanović, D. Mladenić and M. Ivanović. The role of hubness in clustering high-dimensional data. IEEE Transactions on Knowledge and Data Engineering 26(3):739–751, 2014

[IJMLC 13] N. Tomašev, M. Radovanović, D. Mladenić and M. Ivanović. Hubness-based fuzzy measures for high-dimensional k-nearest neighbor classification. International Journal of Machine Learning and Cybernetics 5(3):445–458, 2014

[ITALICS 13] M. Ivanović, D. Mitrović and M. Radovanović. Elective course OOP II: Creation and experiences. Innovation in Teaching and Learning in Information and Computer Sciences 12(1):62–69, 2013

[ITC 11] M. Savić, M. Ivanović and M. Radovanović. Characteristics of class collaboration networks in large Java software projects. Information Technology and Control 40(1):48–58, 2011

[JMLR 10] M. Radovanović, A. Nanopoulos and M. Ivanović. Hubs in space: Popular nearest neighbors in high-dimensional data. Journal of Machine Learning Research 11:24872531, 2010

[CAI 09] M. Radovanović, M. Ivanović and Z. Budimac. Text categorization and sorting of Web search results. Computing and Informatics 28(6):861893, 2009

[BRESC 09] G. Dražić, D. Dobrić, M. Radovanović and M. Ivanović. Reference extraction and coauthorship visualization of semi-structured bibliographic data. Annales Universitatis Scientiarum Budapestinensis de Rolando Eötvös Nominatae, Sectio Computatorica 31:4356, 2009

[NSJOM 08] M. Radovanović and M. Ivanović. Text mining: Approaches and applications. Novi Sad Journal of Mathematics 38(3):227–234, 2008

[YUJOR 08] M. Radovanović and M. Ivanović. Document representations for classification of short Web-page descriptions. Yugoslav Journal of Operations Research 18(1):123–138, 2008

[SCPE 08] S. Tošić, M. Radovanović and M. Ivanović. APP: Agent planning package. Scalable Computing: Practice and Experience 9(1):39–49, 2008

[NSJOM 07] M. Radovanović, J. Ferlež, D. Mladenić, M. Grobelnik and M. Ivanović. Mining and Visualizing Scientific Publication Data from Vojvodina. Novi Sad Journal of Mathematics 37(2):161–180, 2007

Proceedings of International Conferences

[IDC 19] S. Pešić, M. Radovanović, M. Ivanović, C. Badica, M. Tošić, O. Iković. and D. Bošković. CAAVI-RICS model for reviewing the security of fog computing systems. In Proceedings of    IDC’19, 13th International Symposium on Intelligent Distributed Computing, Saint-Petersburg, Russia, 2019 (forthcoming)

[BCI 19] S. Pešić, M. Tošić, O. Iković, M. Radovanović, M. Ivanović and D. Bošković. GEMAT - Internet of Things solution for indoor security. In Proceedings of BCI’19, 9th Balkan Conference in Informatics, Sofia, Bulgaria, 2019 (forthcoming)

[CompSysTech 19] S. Pešić, M. Tošić, O. Iković, M. Radovanović, M. Ivanović and D. Bošković. Conceptualizing a collaboration framework between Blockchain technology and the Internet of Things. In Proceedings of CompSysTech’19, 20th International Conference on Computer Systems and Technologies, Ruse, Bulgaria, 2019 (forthcoming)

[INISTA 19] Z. Geler, V. Kurbalija, M. Ivanović, M. Radovanović and W. Dai. Dynamic time warping: Itakura vs Sakoe-Chiba. In Proceedings of INISTA’19, IEEE International Symposium on INnovations in Intelligent SysTems and Applications, Sofia, Bulgaria, 2019 

[SDM 19] L. Amsaleg, O. Chelly, M. E. Houle, K.-i. Kawarabayashi, M. Radovanović and W. Treeratanajaru. Intrinsic dimensionality estimation within tight localities. In Proceedings of SDM’19, SIAM International Conference on Data Mining, pages 181–189, Calgary, Alberta, Canada, 2019 (support page: https://perun.pmf.uns.ac.rs/radovanovic/tle/)

[WIMS 18 Hubs] M. Radovanović. Hubs in nearest-neighbor graphs: Origins, applications and challenges. In Proceedings of WIMS'18, 8th International Conference on Web Intelligence, Mining and Semantics, ACM International Conference Proceeding Series 1547, paper 5, Novi Sad, Serbia, 2018

[WIMS 18 NNDes] B. Bratić, M. E. Houle, V. Kurbalija, V. Oria and M. Radovanović. NN-descent on high-dimensional data. In Proceedings of WIMS'18, 8th International Conference on Web Intelligence, Mining and Semantics, ACM International Conference Proceeding Series 1547, paper 20, Novi Sad, Serbia, 2018 [Best Paper Award]

[WIMS 18 BLEMAT] S. Pešić, M. Tošić, O. Iković, M. Radovanović, M. Ivanović and D. Bošković. Bluetooth low energy microlocation asset tracking (BLEMAT) in a context-aware fog computing system. In Proceedings of WIMS'18, 8th International Conference on Web Intelligence, Mining and Semantics, ACM International Conference Proceeding Series 1547, paper 23, Novi Sad, Serbia, 2018

[IDC 17] S. Pešić, M. Tošić, O. Iković, M. Ivanović, M. Radovanović and D. Bošković. Context aware resource and service provisioning management in fog computing systems. In Proceedings of IDC’17, 11th International Symposium on Intelligent Distributed Computing, volume 737 of Studies in Computational Intelligence, pages 213–223, Belgrade, Serbia, 2017. Springer

[MEDI 16] M. Savić, M. Ivanović, M. Radovanović and B. Dimić Surla. Towards culture-sensitive extensions of CRISs: Gender-based researcher evaluation. In Proceedings of MEDI’16, 6th International Conference on Model and Data Engineering, volume 9893 of Lecture Notes in Computer Science, pages 332–345, Aguadulce, Almería, Spain, 2016. Springer

[CompSysTech 16] M. Savić, M. Ivanović, M. Radovanović and Z. Budimac. Modula-2 versus Java as the first programming language: Evaluation of students' performance. In Proceedings of CompSysTech’16, 17th International Conference on Computer Systems and Technologies, pages 415–422, Palermo, Italy, 2016

[AAAI 16] K. Hara, I. Suzuki, K. Kobayashi, K. Fukumizu and M. Radovanović. Flattening the density gradient for eliminating spatial centrality to reduce hubness. In Proceedings of the 30th AAAI Conference on Artificial Intelligence, pages 1659–1665, Phoenix, Arizona, USA, 2016 

[CC 16] T. Welzer, M. Družovec, L. Nemec Zlatolas, M. Hölbl, H. Jaakkola, M. Ivanović and M. Radovanović. Introducing cultural issues and cultural awareness in conceptual modelling education. In T. Welzer et al., editors, Information Modelling and Knowledge Bases XXVII, volume 280 of Frontiers in Artificial Intelligence and Applications, pages 314–320, IOS Press, 2016

[SCLIT 15] M. Savić, M. Ivanović, Z. Budimac and M. Radovanović. Do students’ programming skills depend on programming language? AIP Conference Proceedings 1738, pages 240006-1–240006-4, 2016

[SISAP 15] K. Hara, I. Suzuki, K. Kobayashi, K. Fukumizu and M. Radovanović. Reducing hubness for kernel regression. In Proceedings of SISAP’15,8th  International Conference on Similarity Search and Applications, volume 9371 of Lecture Notes in Computer Science, pages 339–344, Glasgow, Scotland, UK, 2015. Springer

[CompSysTech 15] M. Ivanović, Z. Budimac, M. Radovanović and M. Savić. Does the choice of the first programming language influence students' grades?. In Proceedings of CompSysTech’15, 16th International Conference on Computer Systems and Technologies, ACM International Conference Proceeding Series 1008, pages 305–312, Dublin, Ireland, 2015

[BCI 15] V. Kurbalija, M. Ivanović, M. Radovanović, Z. Geler, D. Mitrović, W. Dai and W. Zhao. Cultural differences and similarities in emotion recognition. In Proceedings of BCI’15, 7th Balkan Conference in Informatics, pages 34:1–34:6, Craiova, Romania, 2015

[AAAI 15] K. Hara, I. Suzuki, M. Shimbo, K. Kobayashi, K. Fukumizu and M. Radovanović. Localized centering: Reducing hubness in large-sample data. In Proceedings of the 29th AAAI Conference on Artificial Intelligence, pages 2645–2651, Austin, Texas, USA, 2015

[CECNet 14] M. Ivanović and M. Radovanović. Modern machine learning techniques and their applications. In Proceedings of CECNet’14, 4th International Conference on Electronics, Communications and Networks, pages 833–846, Beijing, China, 2015

[KSEM 14] Z. Geler, V. Kurbalija, M. Radovanović and M. Ivanović. Impact of the Sakoe-Chiba band on the DTW time-series distance measure for kNN classification. In Proceedings of KSEM’14, 7th International Conference on Knowledge Science, Engineering and Management, volume 8793 of Lecture Notes in Artificial Intelligence, pages 105–114, Sibiu, Romania, 2014. Springer

[ICT 14] M. Savić, M. Ivanović, M. Radovanović, Z. Ognjanović, A. Pejović and T. Jakšić Krüger. Exploratory analysis of communities in co-authorship networks: A case study. In Proceedings of the  6th ICT Innovations Conference, volume 311 of Advances in Intelligent Systems and Computing, pages 55–64, Ohrid, FYR Macedonia, 2014. Springer

[WIMS 14] M. Ivanović, M. Radovanović, Z. Budimac, D. Mitrović, V. Kurbalija, W. Dai and W. Zhao. Emotional intelligence and agents: Survey and possible applications. In Proceedings of WIMS’14, 4th International Conference on Web Intelligence, Mining and Semantics, ACM International Conference Proceeding Series 851, paper 52, Thessaloniki, Greece, 2014

[BCI 13] M. Radovanović, V. Kurbalija, D. Schmidt, G. Lindemann – von Trzebiatowski M. Ivanović, C. Hinrichs and H. D. Burkhard. Quality checking and mining nephrology biopsy data. In Proceedings of BCI’13, 6th Balkan Conference in Informatics, ACM International Conference Proceeding Series 733, pages 110–113, Thessaloniki, Greece, 2013

[ICCP 13] N. Tomašev, D. Pracner, R. Brehar, M. Radovanović, D. Mladenić, M. Ivanović and S. Nedevschi. Object recognition in WIKImage data based on local invariant image features. In Proceedings of ICCP’13, 9th International Conference on Intelligent Computer Communication and Processing, pages 139–146, Cluj-Napoca, Romania, 2013

[BCI 12] M. Savić, M. Radovanović and M. Ivanović. Community detection and analysis of community evolution in Apache Ant class collaboration networks. In Proceedings of BCI’12, 5th Balkan Conference in Informatics, ACM International Conference Proceeding Series 641, pages 229–234, Novi Sad, Serbia, 2012

[BOAC 12] M. Ivanović, M. Radovanović, V. Kurbalija and J. Vidaković. Computer Science and Information Systems: Publishing an international open access journal in a developing country. In Proceedings of BOAC’12, 5th Belgrade Open Access Conference, pages 101–111, Belgrade, Serbia, 2012

[IADIS 12] M. Ivanović, H. D. Burkhard, V. Kurbalija, M. Radovanović, D. Schmidt, G. Lindemann – v. Trzebiatowski and M. Semnic. Intelligent techniques for data integration and decision support in the medical domain. In Proceedings of IS’12, IADIS International Conference on Information Systems, pages 141–148, Berlin, Germany, 2012

[CIKM 11] N. Tomašev, M. Radovanović, D. Mladenić and M. Ivanović. A probabilistic approach to nearest-neighbor classification: Naive hubness Bayesian kNN. In Proceedings of CIKM’11, 20th ACM International Conference on Information and Knowledge Management, pages 2173–2176, Glasgow, Scotland, UK, 2011

[SiKDD 11] D. Pracner, N. Tomašev, M. Radovanović, D. Mladenić and M. Ivanović. WIKImage: Correlated image and text datasets. In Proceedings of IS 2011, 14th International Multiconference on Information Society, Volume A, pages 141–144, Ljubljana, Slovenia, 2011

[ICSTCC 11] M. Savić, M. Ivanović and M. Radovanović. Connectivity properties of the Apache Ant class collaboration network. In Proceedings of ICSTCC’11, 15th International Conference on System Theory, Control and Computing, pages 544–549, Sinaia, Romania, 2011

[MLDM 11] N. Tomašev, M. Radovanović, D. Mladenić and M. Ivanović. Hubness-based fuzzy measures for high-dimensional k-nearest neighbor classification. In Proceedings of MLDM’11, 7th International Conference on Machine Learning and Data Mining, volume 6871 of Lecture Notes in Artificial Intelligence, pages 16–30, New York, USA, 2011. Springer [Best Paper Award]

[S3T 11] V. Kurbalija, M. Radovanović, Z. Geler and M. Ivanović. The influence of global constraints on DTW and LCS similarity measures for time-series databases. In Proceedings of S3T’11, 3rd International Conference on Software, Services and Semantic Technologies, volume 101 of Advances in Intelligent and Soft Computing, pages 67–74, Bourgas, Bulgaria, 2011. Springer (extended version accessible at http://arxiv.org/abs/1107.0134) [Best Paper Award]

[PAKDD 11] N. Tomašev, M. Radovanović, D. Mladenić and M. Ivanović. The role of hubness in clustering high-dimensional data. In Proceedings of PAKDD’11, 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Part I, volume 6634 of Lecture Notes in Artificial Intelligence, pages 183–195, Shenzhen, China, 2011 [Best Research Paper Runner-Up Award]

[ADBIS 10] M. Ivanović, Z. Budimac, M. Radovanović, S. Škrbić, I. Luković and G. Milosavljević. Advances in databases and information systems at the University of Novi Sad. In Local Proceedings of ADBIS’10, 14th East-European Conference on Advances in Databases and Information Systems, pages 190–204, Novi Sad, Serbia, 2010 (invited paper)

[AIMSA 10] V. Kurbalija, M. Radovanović, Z. Geler and M. Ivanović. A framework for time-series analysis. In Proceedings of AIMSA’10, 14th International Conference on Artificial Intelligence: Methodology, Systems, Applications, volume 6304 of Lecture Notes in Artificial Intelligence, pages 42–51, Varna, Bulgaria, 2010. Springer (the framework is accessible at http://perun.pmf.uns.ac.rs/fap/)

[ISMIR 10] I. Karydis, M. Radovanović, A. Nanopoulos and M. Ivanović. Looking through the “glass ceiling”: A conceptual framework for the problems of spectral similarity. In Proceedings of ISMIR’10, 11th International Society for Music Information Retrieval Conference, pages 267–272, Utrecht, the Netherlands, 2010

[SIGIR 10] M. Radovanović, A. Nanopoulos and M. Ivanović. On the existence of obstinate results in vector space models. In Proceedings of SIGIR’10, 33rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 186–193, Geneva, Switzerland, 2010

[SDM 10] M. Radovanović, A. Nanopoulos and M. Ivanović. Time-series classification in many intrinsic dimensions. In Proceedings of SDM’10, 10th SIAM International Conference on Data Mining, pages 677–688, Columbus, Ohio, USA, 2010

[RecSys 09] A. Nanopoulos, M. Radovanović and M. Ivanović. How does high dimensionality affect collaborative filtering? In Proceedings of RecSys’09, 3rd ACM Conference on Recommender Systems, pages 293–296, New York, USA, 2009

[ICML 09] M. Radovanović, A. Nanopoulos and M. Ivanović. Nearest neighbors in high-dimensional data: The emergence and influence of hubs. In Proceedings of ICML’09, 26th International Conference on Machine Learning, volume 382 of ACM International Conference Proceeding Series, pages 865–872, Montreal, Canada, 2009 [Watch the video of the presentation]

[IDC 07] S. Tošić, M. Radovanović and M. Ivanović. APP: Agent planning package. In Proceedings of IDC’07, 1st International Symposium on Intelligent and Distributed Computing, volume 78 of Studies in Computational Intelligence, pages 217–226, Craiova, Romania, 2007. Springer

[PKDD 07] N. Tomašev, D. Pracner, M. Radovanović and M. Ivanović. Automatic categorization of human-coded and evolved CoreWar warriors. In Proceedings of PKDD’07, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, volume 4702 of Lecture Notes in Artificial Intelligence, pages 589–596, Warsaw, Poland, 2007. Springer

[SPLST 07] G. Dražić, D. Dobrić, M. Radovanović and M. Ivanović. Reference extraction and coauthorship visualization of semi-structured bibliographic data. In Proceedings of SPLST 2007, 10th Symposium on Programming Languages and Software Tools, pages 244–255, Dobogókő, Hungary, 2007

[MLDM 07] D. Pracner, N. Tomašev, M. Radovanović and M. Ivanović. Categorizing evolved CoreWar warriors using EM and attribute evaluation. In Proceedings of MLDM’07, 5th International Conference on Machine Learning and Data Mining in Pattern Recognition, volume 4571 of Lecture Notes in Artificial Intelligence, pages 681–693, Leipzig, Germany, 2007. Springer

[SiKDD 06] M. Radovanović, J. Ferlež, D. Mladenič, M. Grobelnik and M. Ivanović. Extending the IST-World database with Serbian research publications. In Proceedings of IS 2006, 9th International Multiconference on Information Society, pages 251–254, Ljubljana, Slovenia, 2006

[PRIM 06] N. Tomašev, D. Pracner, M. Radovanović and M. Ivanović. Categorizing CoreWar warriors. In Proceedings of PRIM 2006, 17th Conference on Applied Mathematics, pages 147–157, Kragujevac, Serbia, 2006

[DaWaK 06] M. Radovanović and M. Ivanović. Document representations for classification of short Web-page descriptions. In Proceedings of DaWaK’06, 8th International Conference on Data Warehousing and Knowledge Discovery, volume 4081 of Lecture Notes in Computer Science, pages 544–553, Krakow, Poland, 2006. Springer

[DEXA 06] M. Radovanović and M. Ivanović. Interactions between document representation and feature selection in text categorization. In Proceedings of DEXA’06, 17th International Conference on Database and Expert Systems Applications, volume 4080 of Lecture Notes in Computer Science, pages 489–498, Krakow, Poland, 2006. Springer

[AWIC 06] M. Radovanović and M. Ivanović. CatS: A classification-powered meta-search engine. In M. Last, P. S. Szczepaniak, Z. Volkovich and A. Kandel, editors, Advances in Web Intelligence and Data Mining, volume 23 of Studies in Computational Intelligence, pages 191–200, Springer, 2006. (CatS is accessible at http://stribog.pmf.uns.ac.rs/cats/)

[PRIM 04] M. Radovanović and M. Ivanović. Search based on ontologies. In Proceedings of PRIM 2004, 16th Conference on Applied Mathematics, pages 255–266, Budva, Serbia and Montenegro, 2004

[PRIM 02] M. Radovanović and M. Ivanović. An implementation of programming language LispKit LISP in Java. In Proceedings of PRIM 2002, 15th Conference on Applied Mathematics, pages 169–178, Zlatibor, Yugoslavia, 2002

Proceedings of International Workshops

[WIFS 17] L. Amsaleg, J. Bailey, D. Barbe, S. Erfani, M. Houle, V. Nguyen and M. Radovanović. The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality. In Proceedings of WIFS’17, 9th IEEE International Workshop on Information Forensics and Security, Rennes, France, 2017

[PDP 13] V. Kurbalija, M. Radovanović, Z. Geler and M. Ivanović. Analysis of constrained time-series similarity measures. In Book of Abstracts, Progress in Decision Procedures: From Formalizations to Applications, Workshop, page 12, Belgrade, Serbia, 2013

[WASA 11] S. Tošić, M. Radovanović and M. Ivanović. Integration of agents and planning systems. In Proceedings of the Workshop on Applications of Software Agents, pages 59–63, Novi Sad, Serbia, 2011

[FGSIR 10] M. Radovanović, A. Nanopoulos and M. Ivanović. Hubness in the context of feature selection and generation (extended abstract). In Proceedings of the SIGIR Workshop on Feature Generation and Selection for Information Retrieval, page 9, Geneva, Switzerland, 2010

Technical Reports

[TR-NII 16] L. Amsaleg, J. Bailey, S. Erfani, T. Furon, M. E. Houle, M. Radovanović and N. X. Vinh. The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality. National Institute of Informatics Technical Report NII-2016-005E, Tokyo, Japan, 2016

Theses

[PhD 11] M. Radovanović. High-dimensional data representations and metrics for machine learning and data mining. Doctoral dissertation, Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Serbia, 2011

[MSc 06] M. Radovanović. Machine learning in Web mining. Master’s thesis, Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Serbia, 2006

[BSc 01] M. Radovanović. An implementation of programming language LispKit LISP in Java. B.Sc. thesis, Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Yugoslavia, 2001 (in Serbian)