Ramiz Aliguliyev-INSTITUTE OF INFORMATION TECHNOLOGY

Ramiz Aliguliyev

Academic qualifications:

BSc/MSc: Applied Mathematics, Azerbaijan State University (now Baku State University), Baku, Azerbaijan, 1983.
PhD: Mathematics (Differential Equation), Institute of Mathematics and Mechanics of Azerbaijan National Academy of Sciences (ANAS), Baku, Azerbaijan, 2002.
DSc: Information Technology (System Analysis, Control and Information Processing), Institute of Cybernetics (now Institute of Control Systems) of ANAS, Baku, Azerbaijan, 2010.
Corresponding member of Azerbaijan National Academy of Sciences on Informatics, 2017.

Recognition/Awards:

In 2020-2025 Ramiz Aliguliyev has been recognized among the world’s top 2% scientists in the field of artificial intelligence identified by Stanford University.
In 2017 he was elected corresponding member of ANAS in Informatics.
In 2014 he was awarded with “Taraggi” medal by the order of the President of the Republic of Azerbaijan.
In 2013 under the framework of the “ICT year” in the “3rd ICT Contest Competition” held by the Science Development Foundation under the President of the Republic of Azerbaijan jointly with the Ministry of Communications and Information Technologies, his article was awarded the 1st place for the best scientific work published in ICT field.

Professional qualifications:

From 1983 to 1987 he worked as an engineer at the Institute of Cybernetics (now Institute of Control Systems) of Azerbaijan Academy of Sciences (AAS), Baku, Azerbaijan.
From 1988 to 2002 he worked as a leading engineer and a researcher at the Institute of Mathematics and Mechanics of AAS, Baku, Azerbaijan.
Since 2003 he is a head of department at the Institute of Information Technology of ANAS, Baku, Azerbaijan.
Since 2023 he is a director of the Institute of Data Science and Artificial Intelligence at Azerbaijan Technical University, Baku, Azerbaijan
He has supervised 4 PhDs and 13 Masters, currently supervising 10 PhD students.

Research interests:

Data Mining
Big Data Analytics
Text Summarization
Artificial Intelligence
Natural Language Processing
E-government Analysis
Scientometrics
Evolutionary and Swarm Intelligence Algorithms

Editorial, review and expertise activity:

Editorial Board Member of the journals:

- CAAI Transactions on Intelligence Technology

- TWMS Journal of Pure and Applied Mathematics

- International Journal of Decision Support System Technology

- Problems of Information Technology

- Problems of Information Society

- Informatics and Control Problems

- International Journal of Sensors, Wireless Communications and Control

- Turkish Journal of Mathematics & Computer Science

- Communications

- Artificial Intelligence Evolution

- Ukrainian Journal of Information Systems and Data Science

He is a reviewer a lot of journals and conferences.
He has been a member of the program/organizing committees of more than 30 international and local conferences.
He is a member of the dissertation council at the Institute of Information Technology.

Academic networking:

Google Scholar:

https://scholar.google.com/citations?hl=en&user=cV0HqdgAAAAJ&view_op=list_works&sortby=pubdate

Scopus:

https://www.scopus.com/authid/detail.uri?authorId=35561067300

ORCID:

https://orcid.org/0000-0001-9795-1694

Web of Science (ResearcherID: A-1072-2013):

https://www.webofscience.com/wos/author/record/1189983

ResearchGate:

https://www.researchgate.net/profile/Ramiz-Aliguliyev

Selected publications:

Alguliyev, R.Aliguliyev, A.Bagirov & M.Aliyev, “Ibk-means: An iterative batch k-means algorithm for big data clustering”, Kybernetika, vol.61, no.4, pp.492-508, 2025. https://doi.org/10.14736/kyb-2025-4-0492 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & L.Sukhostat, “Human gender classification and age estimation based on gait images using deep learning”, Multimedia Tools and Applications, pp.1-15, 2025. https://doi.org/10.1007/s11042-025-21075-8 (Scopus)
Alguliyev, R.Aliguliyev, & L.Sukhostat, “An approach for assessing the functional vulnerabilities criticality of CPS components”, Cyber Security and Applications, vol.3, 100058, 2025. https://doi.org/10.1016/j.csa.2024.100058 (Scopus)
Alguliyev, R.Aliguliyev, & N.Adigozalova, “MCDM approach for performance evaluation of the research institutions”, Problems of Information Technology, vol.16, no,2, pp.23-44, 2025. http://doi.org/10.25045/jpit.v16.i2.03
Aliguliyev & T.Badalov, “Exploring big data clustering: approaches, algorithms, and platforms”, Reliability: Theory & Applications, vol.20, no.SI 7(83), pp.177-187, 2025. https://doi.org/10.24412/1932-2321-2025-783-177-187 (Scopus)
Aliguliyev & S.Tahirzada, “Performance comparison of k-means, parallel k-means and k-means++”, Reliability: Theory & Applications, vol.20, no.SI 7(83), pp.169-176, 2025. https://doi.org/10.24412/1932-2321-2025-783-169-176 (Scopus)
Alguliyev, R.Aliguliyev, & F. Yusifov, “Conceptual model of Azerbaijani language ecosystem in the electronic government”, Comparative Cultural Studies: European and Latin American Perspectives, no.20, pp.1-24, 2025. https://doi.org/10.46661/ccselap-11174
Alguliyev, R.Aliguliyev, & L.Sukhostat, “Method for quantitative risk assessment of cyber-physical systems based on vulnerability analysis”, Kybernetika, vol.60, no.6, pp.779-796, 2024. https://doi.org/10.14736/kyb-2024-6-0779 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & L.Sukhostat, “An approach for business email compromise detection using NLP and deep learning”, 2024 IEEE 18th International Conference on Application of Information and Communication Technologies, pp.1-4, Turin, Italy, 25-27 September 2024. https://doi.org/10.1109/AICT61888.2024.10740431 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & L.Sukhostat, “Radon transform based malware classification in cyber-physical system using deep learning”, Results in Control and Optimization, vol.14, 100382, 2024. https://doi.org/10.1016/j.rico.2024.100382 (WoS; Scopus)
Alguliyev, R.Aliguliyev, Y.Imamverdiyev, & L.Sukhostat, “Analysis of the demographic situation in the Republic of Azerbaijan: challenges and opportunities for the country”, Electronic Government, an International Journal, vol.202, no.22, pp.202-222, 2024. https://doi.org/10.1504/EG.2024.136982 (WoS; Scopus)
Bagirov, R.Aliguliyev, & N.Sultanova, “Finding compact and well-separated clusters: Clustering using silhouette coefficients”, Pattern Recognition, vol.135, 109144, 2023. https://doi.org/10.1016/j.patcog.2022.109144 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & R.Alakbarov, “Constrained k-means algorithm for resource allocation in mobile cloudlets”, Kybernetika, vol.59, no.1, pp.88-109, 2023. https://doi.org/10.1016/10.14736/kyb-2023-1-0088 (WoS; Scopus)
Alguliyev, R.Aliguliyev, Y.Imamverdiyev, & L.Sukhostat, “History matching of petroleum reservoirs using deep neural networks”, Intelligent Systems with Applications, vol.16, 200128, 2022. https://doi.org/10.1016/j.iswa.2022.200128 (WoS; Scopus)
Aliguliyev & N.Adigozalova, “h-type indices for multiple authorship papers based on “relative first author” principle”, COLLNET Journal of Scientometrics and Information Management, vol.16, no.2, pp.305-330, 2022. https://doi.org/10.1080/09737766.2022.2098875 (WoS)
Alguliyev, R.Aliguliyev, & L.Sukhostat, “Parallel batch k-means for Big data clustering”, Computers & Industrial Engineering, vol.152, 107023, 2021. https://doi.org/10.1016/j.cie.2020.107023 (WoS; Scopus)
Alguliyev, Y.Imamverdiyev, R.Mahmudov, & R.Aliguliyev, “Information security as a national security component”, Information Security Journal, vol.30, no.1, pp.1-18, 2021. https://doi.org/10.1016/10.1080/19393555.2020.1795323 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & F.Yusifov, “Graph modelling for tracking the COVID-19 pandemic spread”, Infectious Disease Modelling, vol.6, pp.112-122, 2021. https://doi.org/10.1016/j.idm.2020.12.002 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & L.Sukhostat, “Weighted consensus clustering and its application to big data”, Expert Systems with Applications, vol.150, 113294, 2020. https://doi.org/10.1016/j.eswa.2020.113294 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & L.Sukhostat, “Efficient algorithm for big data clustering on single machine”, CAAI Transactions on Intelligence Technology, vol.5, no.1, pp.9-14, 2020. https://doi.org/10.1049/trit.2019.0048 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & F Yusifov, “Modified fuzzy TOPSIS+TFNs ranking model for candidate selection using the qualifying criteria”, Soft Computing, vol.24, no.1, pp.681-695, 2020. https://doi.org/10.1007/s00500-019-04521-2 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & F.Abdullayeva, “Multidisciplinary study of the problems of big data technologies in the oil and gas industry”, International Journal of Oil Gas and Coal Technology, vol.23, no.1, pp.92-105, 2020. https://doi.org/10.1504/IJOGCT.2020.104975 (WoS; Scopus)
Aliguliyev, R.Alakbarov, & S.Tahirzada, “An architecture for big IoT data analytics in the oil and gas industry”, International Journal of Hyperconnectivity and the Internet of Things, vol.4, no.2, pp.25-37, 2020. https://doi.org/10.4018/IJHIOT.2020070102 (WoS)
Alguliyev, R.Aliguliyev, & F.Abdullayeva, “Privacy-preserving deep learning algorithm for big personal data analysis”, Journal of Industrial Information Integration, vol.15, pp.1-14, 2019. https://doi.org/10.1016/j.jii.2019.07.002 (WoS; Scopus)
Alguliyev, R.Aliguliyev, N.Isazade, A.Abdi, & N.Idris, “COSUM: text summarization based on clustering and optimization”, Expert Systems, vol.36, no.1, e12340, 2019. https://doi.org/10.1111/exsy.12340 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & G.Niftaliyeva, “A method for social network extraction from e-government”, International Journal of Information Systems in the Service Sector, vol.11, no.3, pp.37-55, 2019. https://doi.org/10.4018/IJISSS.2019070103 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & F.Abdullayeva, “The Improved LSTM and CNN models for DDoS attacks prediction in social media”, International Journal of Cyber Warfare and Terrorism, vol.9, no.1, pp.1-18, 2019. https://doi.org/10.4018/IJCWT.2019010101 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & F.Yusifov, “MCDM for candidate selection in e-voting”, International Journal of Public Administration in the Digital Age, vol.6, no.2, pp.35-48, 2019. https://doi.org/10.4018/IJPADA.2019040103 (WoS; Scopus)
Aliguliyev & N.Adigozalova, “ht-index and At-index for evaluating scientific performance of researchers”, 2019 IEEE 13th International Conference on Application of Information and Communication Technologies, pp.1-4, Baku, Azerbaijan, 23-25 October 2019. https://doi.org/10.1109/AICT47866.2019.8981764 (WoS; Scopus)
Abdi, S.Shamsuddin, & R.Aliguliyev, “QMOS: query-based multi-documents opinion-oriented summarization”, Information Processing & Management, vol.54, no.2, pp.318-338, 2018. https://doi.org/10.1016/j.ipm.2017.12.002 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & G.Niftaliyeva, “Filtration of terrorism-related texts in the e-government environment”, International Journal of Cyber Warfare and Terrorism, vol.8, no.4, pp.35-48, 2018. https://doi.org/10.4018/IJCWT.2018100103 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & N.Adigozalova, “Journal Impact Factor weighted by SJR and 5-year IF indicators of citing sources”, Journal of Scientometric Research, vol.7, no.2, pp.94-106, 2018. https://doi.org/10.5530/jscires.7.2.15 (WoS; Scopus)
Abdi, N.Idris, R.Alguliev, & R.Aliguliyev, ”Bibliometric Analysis of IP&M Journal (1980-2015)”, Journal of Scientometric Research, vol.7, no.1, pp.54-62, 2018. https://doi.org/10.5530/jscires.7.1.8 (WoS; Scopus)
Muhamedyev, R.Aliguliyev, Z.Shokishalov, R.Mustakayev, “New bibliometric indicators for prospectivity estimation of research fields”, Annals of Library and Information Studies, vol.65, no.1, pp.62-69, 2018. https://doi.org/10.56042/alis.v65i1.18656 (WoS; Scopus)
Abdi, S.Shamsuddin, N.Idris, R.Alguliyev, & R.Aliguliyev, “A linguistic treatment for automatic external plagiarism detection”, Knowledge-Based Systems, vol.135, pp.135-146, 2017. https://doi.org/10.1016/j.knosys.2017.08.008 (WoS; Scopus)
Abdi, N.Idris, R.Alguliev, & R.Aliguliyev, “Query-based multi-documents summarization using linguistic knowledge and content word expansion”, Soft Computing, vol.21, pp.1785-1801, 2017. https://doi.org/10.1007/s00500-015-1881-4 (WoS; Scopus)
Alguliyev & R.Aliguliyev, “Modifications to the journal impact factor”, COLLNET Journal of Scientometrics and Information Management, vol.11, no.1, pp.25-43, 2017. https://doi.org/10.1080/09737766.2016.1235251 (WoS)
Abdi, N.Idris, R.Alguliev, & R.Aliguliyev, “An automated summarization assessment algorithm for identifying summarizing strategies”, PLoS ONE, vol.11, no.1, e0145809, 2016. https://doi.org/10.1371/journal.pone.0145809 (WoS; Scopus)
Abdi, N.Idris, R.Alguliev, & R.Aliguliyev, “PDLK: Plagiarism detection using linguistic knowledge”, Expert Systems with Applications, vol.42, no.22, pp.8936-8946, 2015. https://doi.org/10.1016/j.eswa.2015.07.048 (WoS; Scopus)
Abdi, N.Idris, R.Alguliev, & R.Aliguliyev, “Automatic summarization assessment through a combination of semantic and syntactic information for intelligent educational systems”, Information Processing & Management, vol.51, no.4, pp.340-358, 2015. https://doi.org/10.1016/j.ipm.2015.02.001 (WoS; Scopus)
Alguliyev, R.Aliguliyev, & N.Isazade, “An unsupervised approach to generating generic summaries of documents”, Applied Soft Computing, vol.34, pp.236-250, 2015. https://doi.org/10.1016/j.asoc.2015.04.050 (WoS; Scopus)
Alguliev, R.Aliguliyev, T.Fataliyev, & R.Hasanova, “Weighted consensus index for assessment of the scientific performance of researchers”, COLLNET Journal of Scientometrics and Information Management, vol.8, no.2, 2014. https://doi.org/10.1080/09737766.2014.954864 (WoS)
Alguliev, R.Aliguliyev, & N.Isazade, “Multiple documents summarization based on evolutionary optimization algorithm”, Expert Systems with Applications, vol.40, no.5, pp.1675-1689, 2013. https://doi.org/10.1016/j.eswa.2012.09.014 (WoS; Scopus)
Alguliev, R.Aliguliyev, & C.Mehdiyev, “An optimization approach to automatic generic document summarization”, Computational Intelligence, vol.29, no.1, pp.129-155, 2013. https://doi.org/10.1111/j.1467-8640.2012.00437.x (WoS; Scopus)
Alguliev, R.Aliguliyev, & N.Isazade, “MR&MR-Sum: maximum relevance and minimum redundancy document summarization model”, International Journal of Information Technology and Decision Making, vol.12, no.3, pp.361-393, 2013. https://doi.org/10.1142/S0219622013500156 (WoS; Scopus)
Alguliev, R.Aliguliyev, & N.Isazade, “CDDS: Constraint-driven document summarization models”, Expert Systems with Applications, vol.40, no.2, pp.458-465, 2013. https://doi.org/10.1016/j.eswa.2012.07.049 (WoS; Scopus)
Alguliev, R.Aliguliyev, & N.Isazade, “Formulation of document summarization as a 0-1 nonlinear programming problem”, Computers & Industrial Engineering, vol.64, no.1, pp.94-102, 2013. https://doi.org/10.1016/j.cie.2012.09.005 (WoS; Scopus)
Alguliev, R.Aliguliyev, & N.Isazade, “DESAMC+DocSum: differential evolution with self-adaptive mutation and crossover parameters for multi-document summarization”, Knowledge-Based Systems, vol.36, pp.21-38, 2012. https://doi.org/10.1016/j.knosys.2012.05.017 (WoS; Scopus)
Alguliev, R.Aliguliyev, & M.Hajirahimova, “GenDocSum+MCLR: Generic document summarization based on maximum coverage and less redundancy”, Expert Systems with Applications, vol.39, no.16, pp.12460-12473, 2012. https://doi.org/10.1016/j.eswa.2012.04.067 (WoS; Scopus)
Alguliev, R.Aliguliyev, M.Hajirahimova, & C.Mehdiyev, “MCMR: Maximum coverage and minimum redundant text summarization model”, Expert Systems with Applications, vol.38, no.12, pp. 14514-14522, 2011. https://doi.org/10.1016/j.eswa.2011.05.033 (WoS; Scopus)
Alguliev, R.Aliguliyev, & F.Ganjaliyev, “Investigation the role of similarity measure and ranking algorithm in mining social network”, Journal of Information Science, vol.37, no.3, pp. 229-234, 2011. https://doi.org/10.1177/01655515114009 (WoS; Scopus)
Alguliev, R.Aliguliyev, & C.Mehdiyev, “Sentence selection for generic document summarization using an adaptive differential evolution algorithm”, Swarm and Evolutionary Computation, vol.1, no.4, pp.213-222, 2011. https://doi.org/10.1016/j.swevo.2011.06.006 (WoS; Scopus)
Alguliev, R.Aliguliyev, & C.Mehdiyev, “pSum-SaDE: a modified p-median problem and self-adaptive differential evolution algorithm for text summarization”, Applied Computational Intelligence and Soft Computing, Article 351498, 2011. https://doi.org/10.1155/2011/351498 (WoS; Scopus)
Alguliev, R.Aliguliyev, & S.Nazirova, “Classification of textual e-mail spam using data mining techniques”, Applied Computational Intelligence and Soft Computing, Article 416308, 2011. https://doi.org/10.1155/2011/416308 (WoS; Scopus)
Aliguliyev, “Clustering techniques and discrete particle swarm optimization algorithm for multi-document summarization”, Computational Intelligence, vol.26, no.4, pp.420-448, 2010. https://doi.org/10.1111/j.1467-8640.2010.00365.x (WoS; Scopus)
Aliguliyev, “Clustering of document collection – a weighting approach”, Expert Systems with Applications, vol.36, no.4, pp.7904-7916, 2009. https://doi.org/10.1016/j.eswa.2008.11.017 (WoS; Scopus)
Aliguliyev, “Performance evaluation of density-based clustering methods”, Information Sciences, vol.179, no.20, pp.3583-3602, 2009. https://doi.org/10.1016/j.ins.2009.06.012 (WoS; Scopus)
Aliguliyev, “A new sentence similarity measure and sentence based extractive technique for automatic text summarization”, Expert Systems with Applications, vol.36, no.4, pp.7764-7772, 2009. https://doi.org/10.1016/j.eswa.2008.11.022 (WoS; Scopus)
Alguliev & R.Aliguliyev, “Evolutionary algorithm for extractive text summarization”, Intelligent Information Management, vol.1, no.2, pp.128-138, 2009. https://doi.org/10.4236/iim.2009.12019
Alguliyev & R.Aliguliyev, “Automatic text documents summarization through sentences clustering”, Journal of Automation and Information Sciences, vol.40, no.9, pp.53-63, 2008. https://doi.org/10.1615/JAutomatInfScien.v40.i9.50 (WoS; Scopus)
Alguliyev & R.Aliguliyev, “Experimental investigating the F-measure as similarity measure for automatic text summarization”, Applied and Computational Mathematics, vol.6, no.2, pp.278-287, 2007. http://www.acmij.az/view.php?lang=az&menu=journal&id=257 (WoS)
Aliguliyev, “A novel partitioning-based clustering method and generic document summarization”, 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology, pp.626-629, Hong Kong, China, 18-22 December 2006. https://doi.org/10.1109/WI-IATW.2006.16 (WoS; Scopus)
Alguliev & R.Aliguliyev, “Effective summarization method of text documents”, 2005 IEEE/WIC/ACM International Conference on Web Intelligence, pp.264-271, Compiegne, France, 2005. https://doi.org/10.1109/WI.2005.57 (WoS; Scopus)
Alguliev, R.Aliguliyev, & R.Alekperov, “An approach to optimal task assignment in a distributed system”, Journal of Automation and Information Sciences, vol.36, no.10, pp.51-55, 2004. https://doi.org/10.1615/JAutomatInfScien.v36.i10.60 (WoS; Scopus)
Aliguliyev, “On solvability of a first boundary value problem for nonuniformly degenerated second order elliptic equations of nondivergent structure”, Proceedings of IMM of NAS of Azerbaijan, vol.23, no.15, pp.9-21, 2001.
Aliguliyev, “Harnack inequality for nonuniform degenerated elliptic equations of second order”, Transactions of AS Azerbaijan, no.1, pp.13-18, 2001.
Aliguliyev, “A Phragmen-Lindelöf type theorem for a non-divergent structure linear elliptic equation of the second order”, Transaction of National Academy Sciences of Azerbaijan, no.4, pp.26-31, 2001.
Р.Алыгулиев, “Граничные свойства решений неравномерно вырождающихся эллиптических уравнений 2-го порядка недивергентной структуры”, Доклады НАН Азербайджана, no.4-6, pp.52-60, 2001.
Р.Алыгулиев, “О внутренней гладкости решений вырождающихся эллиптических уравнений 2-го порядка с разрывными коэффициентами”, Доклады АН Азербайджана, nos.4-6, pp.25-41, 2000.