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Anastasiia Dudkovskaia

dblp:421/2884 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2025
—ORCID · unresolved

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 since 2021Databases, data management, data science and information retrieval · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Interdisciplinary, comprehensive, and emerging computing
1 paper
Bioinformatics and computational biology · 100%
Databases, data mining, and information retrieval
1 paper
Information retrieval · 100%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Bioinformatics and computational biology
epigenetics		 0.912025
ComputAgeBench: Epigenetic Aging Clocks Benchmark · KDD (2) 2025
Bioinformatics and computational biology › epigenetics
epigenetic clock		 0.912025
ComputAgeBench: Epigenetic Aging Clocks Benchmark · KDD (2) 2025
Information retrieval › evaluation
benchmark		 0.912025
ComputAgeBench: Epigenetic Aging Clocks Benchmark · KDD (2) 2025

Methods — techniques the papers use, named apart from their topics

DNA methylation profiling · 1.7
YearPublicationVenuePosition
2025 ComputAgeBench: Epigenetic Aging Clocks Benchmark
abstract
Age accelerating condition Healthy control p-value Age acceleration Blood data C h r o n o lo g ic a l A g e CpG site Dataset Averaging across cells ... ... ... ... ... CpG N CpG ...Figure 1: ComputAgeBench: the first comprehensive framework for benchmarking various epigenetic aging clock models.For a dataset 𝑋 , obtained by profiling DNA methylation at CpG sites in bulk blood samples, an aging clock model 𝑓 is trained to distinguish healthy individuals from those with pre-defined aging-accelerating conditions.
Dmitrii Kriukov, Evgeny Efimov, Ekaterina Kuzmina, Anastasiia Dudkovskaia, Ekaterina Khrameeva, Dmitry V. Dylov
 KDD (2)4