Dmitriy Fradkin

1.8k total citations
30 papers, 832 citations indexed

About

Dmitriy Fradkin is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Dmitriy Fradkin has authored 30 papers receiving a total of 832 indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Artificial Intelligence, 14 papers in Information Systems and 6 papers in Computer Vision and Pattern Recognition. Recurrent topics in Dmitriy Fradkin's work include Data Mining Algorithms and Applications (11 papers), Rough Sets and Fuzzy Logic (6 papers) and Text and Document Classification Technologies (5 papers). Dmitriy Fradkin is often cited by papers focused on Data Mining Algorithms and Applications (11 papers), Rough Sets and Fuzzy Logic (6 papers) and Text and Document Classification Technologies (5 papers). Dmitriy Fradkin collaborates with scholars based in United States, Germany and Netherlands. Dmitriy Fradkin's co-authors include Fabian Moerchen, David Madigan, Fabian Mörchen, Zhuang Wang, James H. Harrison, Miloš Hauskrecht, Iyad Batal, David Madigan, Toon Calders and Hoang Thanh Lam and has published in prestigious journals such as Veterinary Record, Data Mining and Knowledge Discovery and Knowledge and Information Systems.

In The Last Decade

Dmitriy Fradkin

30 papers receiving 791 citations

Peers

Dmitriy Fradkin
Fabian Moerchen United States
José Ranilla Spain
K. Premalatha India
Trung Le Australia
Ali Miri Canada
Sheng Ma United States
Ruba Abu Khurma Jordan
Guanyu Li China
Abdolreza Mirzaei Iran
Meng Han China
Fabian Moerchen United States
Dmitriy Fradkin
Citations per year, relative to Dmitriy Fradkin Dmitriy Fradkin (= 1×) peers Fabian Moerchen

Countries citing papers authored by Dmitriy Fradkin

Since Specialization
Citations

This map shows the geographic impact of Dmitriy Fradkin'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 Dmitriy Fradkin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dmitriy Fradkin more than expected).

Fields of papers citing papers by Dmitriy Fradkin

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dmitriy Fradkin. 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 Dmitriy Fradkin. The network helps show where Dmitriy Fradkin may publish in the future.

Co-authorship network of co-authors of Dmitriy Fradkin

This figure shows the co-authorship network connecting the top 25 collaborators of Dmitriy Fradkin. A scholar is included among the top collaborators of Dmitriy Fradkin 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 Dmitriy Fradkin. Dmitriy Fradkin is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
2.
Fradkin, Dmitriy, et al.. (2020). LogVis: Graph-Assisted Visual Analysis of Event Logs from Industrial Equipment.. 61–72. 1 indexed citations
3.
Fradkin, Dmitriy, Ioannis Akrotirianakis, Arquimedes Canedo, et al.. (2020). Multimodal Knowledge Graph for Deep Learning Papers and Code. 3417–3420. 31 indexed citations
4.
Fradkin, Dmitriy, et al.. (2017). Incorporating Task Analysis in the Design of a Tool for a Complex and Exploratory Search Task. 373–376. 3 indexed citations
5.
Batal, Iyad, Gregory F. Cooper, Dmitriy Fradkin, et al.. (2015). An efficient pattern mining approach for event detection in multivariate temporal data. Knowledge and Information Systems. 46(1). 115–150. 33 indexed citations
6.
Fradkin, Dmitriy & Fabian Mörchen. (2015). Mining sequential patterns for classification. Knowledge and Information Systems. 45(3). 731–749. 49 indexed citations
7.
Fradkin, Dmitriy, et al.. (2014). Log-based predictive maintenance. 1867–1876. 122 indexed citations
8.
Lam, Hoang Thanh, Fabian Mörchen, Dmitriy Fradkin, & Toon Calders. (2013). Mining Compressing Sequential Patterns. Statistical Analysis and Data Mining The ASA Data Science Journal. 7(1). 34–52. 67 indexed citations
9.
Mörchen, Fabian, et al.. (2012). Mining compressing sequential problems. TU/e Research Portal (Eindhoven University of Technology). 1 indexed citations
10.
Batal, Iyad, Dmitriy Fradkin, James H. Harrison, Fabian Moerchen, & Miloš Hauskrecht. (2012). Mining recent temporal patterns for event detection in multivariate time series data. PubMed. 2012. 280–288. 110 indexed citations
11.
Malik, Hassan, John R. Kender, Dmitriy Fradkin, & Fabian Moerchen. (2010). Hierarchical document clustering using local patterns. Data Mining and Knowledge Discovery. 21(1). 153–185. 19 indexed citations
12.
Moerchen, Fabian & Dmitriy Fradkin. (2010). Robust mining of time intervals with semi-interval partial order patterns. 315–326. 48 indexed citations
13.
Moerchen, Fabian, et al.. (2008). Emerging trend prediction in biomedical literature.. PubMed. 485–9. 8 indexed citations
14.
Mörchen, Fabian, et al.. (2008). Anticipating annotations and emerging trends in biomedical literature. 954–962. 36 indexed citations
15.
Mukherjee, Saikat, Dmitriy Fradkin, & Michael Roth. (2008). Classifying Spend Descriptions with Off-the-Shelf Learning Components. 7. 53–60. 1 indexed citations
16.
Fradkin, Dmitriy. (2008). Clustering Inside Classes Improves Performance of Linear Classifiers. 58. 439–442. 8 indexed citations
17.
Fradkin, Dmitriy, et al.. (2006). Prevalence of wet litter and the associated risk factors in broiler flocks in the United Kingdom. Veterinary Record. 158(18). 615–622. 31 indexed citations
18.
Fradkin, Dmitriy & Paul B. Kantor. (2004). A design space approach to analysis of information retrieval adaptive filtering systems. 251–260. 3 indexed citations
19.
Fradkin, Dmitriy, et al.. (2004). Image compression in real-time multiprocessor systems using divisive K-means clustering. 506–511. 5 indexed citations
20.
Fradkin, Dmitriy & David Madigan. (2003). Experiments with random projections for machine learning. 517–522. 126 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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