Milan Gnjatović

482 total citations
32 papers, 246 citations indexed

About

Milan Gnjatović is a scholar working on Artificial Intelligence, Social Psychology and Control and Systems Engineering. According to data from OpenAlex, Milan Gnjatović has authored 32 papers receiving a total of 246 indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Artificial Intelligence, 7 papers in Social Psychology and 7 papers in Control and Systems Engineering. Recurrent topics in Milan Gnjatović's work include Speech and dialogue systems (11 papers), Robotics and Automated Systems (6 papers) and Natural Language Processing Techniques (5 papers). Milan Gnjatović is often cited by papers focused on Speech and dialogue systems (11 papers), Robotics and Automated Systems (6 papers) and Natural Language Processing Techniques (5 papers). Milan Gnjatović collaborates with scholars based in Serbia, Germany and Hungary. Milan Gnjatović's co-authors include Vlado Delić, Nemanja Maček, Dietmar Rösner, Saša Adamović, Milan Milosavljević, Muzafer Saračević, Branislav Borovać, Marko Šarac, Marko Janev and Milan Sečujski and has published in prestigious journals such as SHILAP Revista de lepidopterología, Knowledge-Based Systems and Future Generation Computer Systems.

In The Last Decade

Milan Gnjatović

32 papers receiving 232 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Milan Gnjatović Serbia	9	103	88	46	38	36	32	246
Mohit Kumar United States	4	167 1.6×	90 1.0×	68 1.5×	26 0.7×	31 0.9×	14	314
David Huggins-Daines United States	5	196 1.9×	103 1.2×	70 1.5×	27 0.7×	30 0.8×	9	327
Stanislav Ondáš Slovakia	9	149 1.4×	40 0.5×	33 0.7×	21 0.6×	65 1.8×	48	266
Philip Kwok United States	4	238 2.3×	119 1.4×	66 1.4×	26 0.7×	28 0.8×	7	381
Alia Karim Abdul Hassan Iraq	9	115 1.1×	37 0.4×	101 2.2×	16 0.4×	16 0.4×	54	272
Theophanis Tsandilas France	10	63 0.6×	43 0.5×	138 3.0×	42 1.1×	17 0.5×	21	323
Shoji Kajita Japan	11	101 1.0×	186 2.1×	68 1.5×	32 0.8×	15 0.4×	50	325
Hirotoshi Iwasaki Japan	9	71 0.7×	29 0.3×	49 1.1×	39 1.0×	45 1.3×	33	244
Štefan Gheorghe Pentiuc Romania	10	84 0.8×	21 0.2×	73 1.6×	98 2.6×	40 1.1×	48	357
Willie Walker United Kingdom	2	211 2.0×	105 1.2×	53 1.2×	24 0.6×	19 0.5×	5	298

Countries citing papers authored by Milan Gnjatović

Since Specialization

Citations

This map shows the geographic impact of Milan Gnjatović's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Milan Gnjatović with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Milan Gnjatović more than expected).

Fields of papers citing papers by Milan Gnjatović

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Milan Gnjatović. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Milan Gnjatović. The network helps show where Milan Gnjatović may publish in the future.

Co-authorship network of co-authors of Milan Gnjatović

This figure shows the co-authorship network connecting the top 25 collaborators of Milan Gnjatović. A scholar is included among the top collaborators of Milan Gnjatović based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Milan Gnjatović. Milan Gnjatović is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Gnjatović, Milan, et al.. (2024). Going beyond API Calls in Dynamic Malware Analysis: A Novel Dataset. Electronics. 13(17). 3553–3553. 3 indexed citations

Gnjatović, Milan, et al.. (2023). A Clustering-Based Approach to Detecting Critical Traffic Road Segments in Urban Areas. Axioms. 12(6). 509–509. 4 indexed citations

Gnjatović, Milan, et al.. (2022). Clustering of Road Traffic Accidents as a Gestalt Problem. Applied Sciences. 12(9). 4543–4543. 3 indexed citations

Gnjatović, Milan, et al.. (2022). A pilot comparative analysis of the Cuckoo and Drakvuf sandboxes: An end-user perspective. SHILAP Revista de lepidopterología. 70(2). 372–392. 8 indexed citations

Milosavljević, Milan, et al.. (2021). A Novel Fingerprint Biometric Cryptosystem Based on Convolutional Neural Networks. Mathematics. 9(7). 730–730. 21 indexed citations

Gnjatović, Milan & Nemanja Maček. (2020). An Entropy Minimization Approach to Dialogue Segmentation. 12. 27–32. 1 indexed citations

Adamović, Saša, Nemanja Maček, Milan Milosavljević, et al.. (2020). An efficient novel approach for iris recognition based on stylometric features and machine learning techniques. Future Generation Computer Systems. 107. 144–157. 47 indexed citations

Gnjatović, Milan, et al.. (2018). Assessing the Children’s Receptivity to the Robot MARKO . Acta Polytechnica Hungarica. 15(5). 8 indexed citations

Gnjatović, Milan, et al.. (2018). An Entropy-Based Approach to Automatic Detection of Critical Changes in Human-Machine Interaction. 175–178. 2 indexed citations

10.

Gnjatović, Milan, et al.. (2017). Cognitively-inspired symbolic framework for knowledge representation. 315–320. 5 indexed citations

11.

Gnjatović, Milan, et al.. (2017). Hybrid methodological approach to context-dependent speech recognition. International Journal of Advanced Robotic Systems. 14(1). 4 indexed citations

12.

Borovać, Branislav, et al.. (2014). Humanoid Robot MARKO – An Assistant in Therapy for Children. Digital Archive of SASA (Serbian Academy of Sciences and Arts). 1 indexed citations

13.

Gnjatović, Milan, et al.. (2013). Linguistic Encoding of Motion Events in Robotic System. 3 indexed citations

14.

Gnjatović, Milan, et al.. (2013). Application of dimensional emotion model in automatic emotional speech recognition. 353–356. 5 indexed citations

15.

Gnjatović, Milan, et al.. (2012). Adaptive multimodal interaction with industrial robot. 329–333. 9 indexed citations

16.

Janev, Marko, et al.. (2012). A novel split-and-merge algorithm for hierarchical clustering of Gaussian mixture models. Applied Intelligence. 37(3). 377–389. 7 indexed citations

17.

Jokić, S., et al.. (2012). Influence of the Number of Principal Components used to the Automatic Speaker Recognition Accuracy. Elektronika ir Elektrotechnika. 123(7). 83–86. 4 indexed citations

18.

Delić, Vlado, et al.. (2012). Discrimination Capability of Prosodic and Spectral Features for Emotional Speech Recognition. Elektronika ir Elektrotechnika. 18(9). 16 indexed citations

19.

Gnjatović, Milan, Marko Janev, & Vlado Delić. (2011). Focus tree: modeling attentional information in task-oriented human-machine interaction. Applied Intelligence. 37(3). 305–320. 18 indexed citations

20.

Gnjatović, Milan & Dietmar Rösner. (2008). On the Role of the NIMITEK Corpus in Developing an Emotion Adaptive Spoken Dialogue System. Language Resources and Evaluation. 96. 51–5. 8 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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