Ruslan Israfilov

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 9

Top Topics

Image Thresholding

Dimensionality Reduction

Optimization Method

Data Representation

Top Venues

Publications

Langshi Chen, Jiayu Li, Ariful Azad, Cenk Sahinalp, Madhav Marathe, Anil Vullikanti, Andrey Nikolaev, Egor Smirnov, Ruslan Israfilov, Judy Qiu
SubGraph2Vec: Highly-Vectorized Tree-likeSubgraph Counting. CoRR (2020)
Victor Gergel, Vladimir A. Grishagin, Ruslan Israfilov
Parallel Dimensionality Reduction for Multiextremal Optimization Problems. PaCT (2019)
Bo Peng, Judy Qiu, Langshi Chen, Jiayu Li, Miao Jiang, Selahattin Akkas, Egor Smirnov, Ruslan Israfilov, Sergey Khekhnev, Andrey Nikolaev
HarpGBDT: Optimizing Gradient Boosting Decision Tree for Parallel Efficiency. CLUSTER (2019)
Langshi Chen, Jiayu Li, Ariful Azad, Lei Jiang, Madhav Marathe, Anil Vullikanti, Andrey Nikolaev, Egor Smirnov, Ruslan Israfilov, Judy Qiu
A GraphBLAS Approach for Subgraph Counting. CoRR (2019)
Langshi Chen, Jiayu Li, Cenk Sahinalp, Madhav Marathe, Anil Vullikanti, Andrey Nikolaev, Egor Smirnov, Ruslan Israfilov, Judy Qiu
SubGraph2Vec: Highly-Vectorized Tree-like Subgraph Counting. IEEE BigData (2019)
Victor Gergel, Vladimir A. Grishagin, Ruslan Israfilov
Multiextremal Optimization in Feasible Regions with Computable Boundaries on the Base of the Adaptive Nested Scheme. NUMTA (2) (2019)
Vladimir A. Grishagin, Ruslan Israfilov, Yaroslav D. Sergeyev
Convergence conditions and numerical comparison of global optimization methods based on dimensionality reduction schemes. Appl. Math. Comput. 318 (2018)
Victor Gergel, Vladimir A. Grishagin, Ruslan Israfilov
Adaptive Dimensionality Reduction in Multiobjective Optimization with Multiextremal Criteria. LOD (2018)
Victor Gergel, Vladimir A. Grishagin, Ruslan Israfilov
Local Tuning in Nested Scheme of Global Optimization. ICCS (2015)