Sochenkov Il'ya Vladimirovich

Publications in Math-Net.Ru

1. The methodology of constructing the large-scale dataset for detecting presuicidal and anti-suicidal signals in social media texts in Russian
   
   Proceedings of ISP RAS, 37:6(2) (2025),  191–210
2. Architecture of an information collection and extraction system for an intelligent search and analytical platform
   
   Proceedings of ISP RAS, 37:2 (2025),  263–280
3. Ethical aspects of the using artificial intelligence technologies: state of the art and prospects for regulation
   
   Artificial Intelligence and Decision Making, 2024, no. 4,  3–14
4. Neural vector compression in approximate nearest neighbor search on large datasets
   
   Proceedings of ISP RAS, 36:1 (2024),  7–22
5. Artificial intelligence and cognitive modeling: creative heritage of G. S. Osipov
   
   Artificial Intelligence and Decision Making, 2023, no. 4,  3–15
6. Trusted artificial intelligence: challenges and promising solutions
   
   Dokl. RAN. Math. Inf. Proc. Upr., 508 (2022),  13–18
7. Methods for cross-lingual retrieval of similar documents in legal domain based on machine learning
   
   Artificial Intelligence and Decision Making, 2022, no. 2,  27–35
8. Graph and topical similarity-based methods for assignment of experts
   
   Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2021, no. 4,  51–60
9. Extraction of confidentiality markers from texts under conditions of high uncertainty in systems with data intensive usage
   
   Inform. Primen., 14:4 (2020),  69–76
10. Methodology for identifying centers of excellence in aviation science based on publication and patent activity
    
    Proceedings of ISP RAS, 32:4 (2020),  21–40
11. Methods for identifying links between regulatory documents
    
    Artificial Intelligence and Decision Making, 2019, no. 4,  61–69
12. Feature selection for text classification of a news flows based on topical importance characteristic
    
    Artificial Intelligence and Decision Making, 2019, no. 3,  52–59
13. Expert assignment method based on similar document retrieval from large text collections
    
    Artificial Intelligence and Decision Making, 2019, no. 2,  62–71
14. Cross-lingual similar document retrieval methods
    
    Proceedings of ISP RAS, 31:5 (2019),  127–136
15. Exploratory patent search
    
    Inform. Primen., 12:1 (2018),  89–94
16. Information support of the services management system for shared research and educational center of FASO institutions
    
    Artificial Intelligence and Decision Making, 2018, no. 1,  108–117
17. Inverted indexing of images for face search and recognition
    
    Artificial Intelligence and Decision Making, 2017, no. 1,  50–58
18. Query formulation for source retrieval based on named entities and n-grams extraction
    
    Artificial Intelligence and Decision Making, 2016, no. 3,  44–47
19. An information retrieval system for decision support: an Arctic-related mass media case study
    
    Artificial Intelligence and Decision Making, 2016, no. 1,  37–46
20. Visual duplicates image search based on inverted index of color histograms
    
    Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2015, no. 4,  86–94
21. Web content filtering: state of art and prospects
    
    Artificial Intelligence and Decision Making, 2013, no. 2,  54–62
22. Text comparison method for a search and analytical engine
    
    Artificial Intelligence and Decision Making, 2013, no. 2,  32–43
23. Method for detecting relationships between sci-tech documents based on topic importance characteristic
    
    Artificial Intelligence and Decision Making, 2013, no. 1,  33–40
24. Full-text search in the information-analytical system (Part 2). Text understanding algorithms
    
    Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2013, no. 3,  55–71
25. Full-text search in the information-analytical system
    
    Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2013, no. 2,  69–78
26. A method for topic clustering for large science publication collections
    
    Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2013, no. 1,  33–42
27. Short text messages classification method
    
    Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2012, no. 3,  93–102


28. Some scientific and methodological issues during the creation of the Analytical Technologies and Programs Foundation
    
    Artificial Intelligence and Decision Making, 2016, no. 2,  78–82