Dmitry I. Ignatov

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Time Series Forecasting based on Solana Digital Asset Dataset2026 · аннотациясвернуть

  Accurate analysis and forecasting of Solana digital assets require data that captures both token-level behavior and ecosystem-level DEX activity. This paper introduces, to the best of our knowledge, the first Solana…

• What Drives Multi-Chain Crypto Forecasting: Model Choice, Feature Selection, and Transferability2026 · аннотациясвернуть

  Increasingly shaped by heterogeneous on-chain activity rather than a single shared market process, this study investigates 7-day-ahead forecasting using 147 market and on-chain indicators across eight major blockchain…

• Benchmarking the triple correction method and wavelet transforms in time series forecasting: Panacea or standard?2026
• From Memorization to Creativity: LLM as a Designer of Novel Neural Architectures2026
• Exploring the Relationship Between Brain Hemisphere States and Frequency Bands Through Classical Machine Learning and Deep Learning Optimization Techniques With Neurofeedback2026
• Information Retrieval2016
• Triadic Formal Concept Analysis and triclustering: searching for optimal patterns2015
• Fuzzy and rough formal concept analysis: a survey2014 · аннотациясвернуть

  Formal Concept Analysis (FCA) is a mathematical technique that has been extensively applied to Boolean data in knowledge discovery, information retrieval, web mining, etc. applications. During the past years, the…