Nikolay Butakov

37 papers A 1B 1C 1Misc 10Journal 10Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Efficient Deadline-Constrained Scheduling and Hybrid Parallelism Optimization of Distributed AutoML Pipelines. ICDM (Workshops) Nikolay Butakov, Anton Vakhrushev, Maria Khodorchenko, Anastasiia Zakharova, Alexander Ryzhkov, Olga Plosskaya, Azamat Gainetdinov, Rinchin Damdinov, Dmitriy Alexandrov, Denis A. Nasonov, Maxim Savchenko
2025	—	`conf`	PARWOP: Optimization for Window Functions Partitioning. ICDM (Workshops) Sergey Teryoshkin, Denis A. Nasonov, Nikolay Butakov
2024	J	`jnl`	AutoTM 2.0: Automatic Topic Modeling Framework for Documents Analysis. CoRR Maria Khodorchenko, Nikolay Butakov, Maxim Zuev, Denis A. Nasonov
2024	J	`jnl`	Does Noise Really Matter? Investigation into the Influence of Noisy Labels on BERT-Based Question Answering System. Int. J. Semantic Comput. Dmitriy Alexandrov, Anastasiia Zakharova, Nikolay Butakov
2024	J	`jnl`	Stalactite: Toolbox for Fast Prototyping of Vertical Federated Learning Systems. CoRR Anastasiia Zakharova, Dmitriy Alexandrov, Maria Khodorchenko, Nikolay Butakov, Alexey Vasilev, Maxim Savchenko, Alexander Grigorievskiy
2024	A	`conf`	Stalactite: toolbox for fast prototyping of vertical federated learning systems. RecSys Anastasiia Zakharova, Dmitriy Alexandrov, Maria Khodorchenko, Nikolay Butakov, Alexey Vasilev, Maxim Savchenko, Alexander Grigorievskiy
2023	—	`conf`	Does Noise Really Matter? Investigation into the Influence of Noisy Labels on Bert-Based Question Answering System. ICSC Dmitriy Alexandrov, Anastasiia Zakharova, Nikolay Butakov
2023	Misc	`conf`	Improved Evolutionary Approach for Tuning Topic Models with Additive Regularization. HAIS Maria Khodorchenko, Nikolay Butakov, Denis A. Nasonov
2023	J	`jnl`	Surrogate-based optimization of learning strategies for additively regularized topic models. Log. J. IGPL Maria Khodorchenko, Nikolay Butakov, Timur Sokhin, Sergey Teryoshkin
2022	Misc	`conf`	Towards Better Evaluation of Topic Model Quality. FRUCT Maria Khodorchenko, Nikolay Butakov, Denis A. Nasonov
2022	—	`conf`	Towards Ontology-Based End-to-End Domain-Oriented KBQA System. DCAI (2) Anastasiia Zakharova, Daria Sorokina, Dmitriy Alexandrov, Nikolay Butakov
2021	—	`conf`	The Weak Supervision Approach for Question Answering over Text Using Triplets Recovering with QA-Based Rankers. SOCO Dmitriy Alexandrov, Nikolay Butakov, Timur Sokhin
2021	Misc	`conf`	Towards a Toolbox for Mining QA-pairs and QAT-triplets from Conversational Data of Public Chats. FRUCT Alexander Egorov, Dmitriy Alexandrov, Nikolay Butakov
2020	Misc	`conf`	Optimization of Learning Strategies for ARTM-Based Topic Models. HAIS Maria Khodorchenko, Sergey Teryoshkin, Timur Sokhin, Nikolay Butakov
2020	—	`conf`	Peregreen - modular database for efficient storage of historical time series in cloud environments. USENIX ATC Alexander A. Visheratin, Alexey Struckov, Semen Yufa, Alexey Muratov, Denis A. Nasonov, Nikolay Butakov, Yury Kuznetsov, Michael May
2020	B	`conf`	Topic-driven Ensemble for Online Advertising Generation. COLING Egor Nevezhin, Nikolay Butakov, Maria Khodorchenko, Maxim Petrov, Denis A. Nasonov
2020	Misc	`conf`	Towards a Retrospective One-Class Oriented Approach to Parents Detection in Social Media. FRUCT Alexander Egorov, Timur Sokhin, Nikolay Butakov
2020	J	`jnl`	Unsupervised Neural Aspect Search with Related Terms Extraction. CoRR Timur Sokhin, Maria Khodorchenko, Nikolay Butakov
2019	Misc	`conf`	User Profiles Matching for Different Social Networks Based on Faces Identification. HAIS Timur Sokhin, Nikolay Butakov, Denis A. Nasonov
2019	J	`jnl`	User profiles matching for different social networks based on faces embeddings. CoRR Timur Sokhin, Nikolay Butakov, Denis A. Nasonov
2018	J	`jnl`	Hybrid scheduling algorithm in early warning systems. Future Gener. Comput. Syst. Alexander A. Visheratin, Mikhail Melnik, Denis A. Nasonov, Nikolay Butakov, Alexander V. Boukhanovsky
2018	—	`conf`	Measuring Social Responsiveness for Improved Handling of Extreme Situations. ICCS (1) Nikolay Butakov, Timur Fatkulin, Daniil V. Voloshin
2018	—	`conf`	Precedent-Based Approach for the Identification of Deviant Behavior in Social Media. ICCS (3) Anna V. Kalyuzhnaya, Nikolay O. Nikitin, Nikolay Butakov, Denis A. Nasonov
2018	C	`conf`	Scheduling of Streaming Data Processing with Overload of Resources using Genetic Algorithm. IJCCI Mikhail Melnik, Denis A. Nasonov, Nikolay Butakov
2018	—	`conf`	The Multi-level Adaptive Approach for Efficient Execution of Multi-scale Distributed Applications with Dynamic Workload. RuSCDays Denis A. Nasonov, Nikolay Butakov, Michael Melnik, Alexander A. Visheratin, Alexey Linev, Pavel A. Shvets, Sergey I. Sobolev, Ksenia D. Mukhina
2018	J	`jnl`	Unified domain-specific language for collecting and processing data of social media. J. Intell. Inf. Syst. Nikolay Butakov, Maxim Petrov, Ksenia D. Mukhina, Denis A. Nasonov, Sergey V. Kovalchuk
2017	—	`conf`	An Approach to Location Extraction from Russian Online Social Networks: Road Accidents Use Case. SOCO-CISIS-ICEUTE Timur Fatkulin, Nikolay Butakov, Bakhruz Dzhafarov, Maxim Petrov, Daniil V. Voloshin
2017	—	`conf`	Architecture of Middleware to Provide the Multiscale Modelling Using Coupling Templates. RuSCDays Alexey Liniov, Valentina Kustikova, Alexander Sysoyev, Maxim Zhiltsov, Igor Polyakov, Denis A. Nasonov, Nikolay Butakov
2017	J	`jnl`	Hybrid evolutionary workflow scheduling algorithm for dynamic heterogeneous distributed computational environment. J. Appl. Log. Denis A. Nasonov, Alexander A. Visheratin, Nikolay Butakov, Natalya Shindyapina, Mikhail Melnik, Alexander Boukhanovsky
2016	Misc	`conf`	Quality-based Approach to Urgent Workflows Scheduling. ICCS Nikolay Butakov, Denis A. Nasonov, Andrey I. Svitenkov, Anton Radice
2016	J	`jnl`	Static scheduling of multiple workflows with soft deadlines in non-dedicated heterogeneous environments. Future Gener. Comput. Syst. Klavdiya Bochenina, Nikolay Butakov, Alexander Boukhanovsky
2015	Misc	`conf`	A clustering-based approach to static scheduling of multiple workflows with soft deadlines in heterogeneous distributed systems. ICCS Klavdiya Bochenina, Nikolay Butakov, Alexey Dukhanov, Denis A. Nasonov
2015	—	`conf`	Metaheuristic Coevolution Workflow Scheduling in Cloud Environment. IJCCI (ECTA) Denis A. Nasonov, Mikhail Melnik, Natalya Shindyapina, Nikolay Butakov
2015	Misc	`conf`	The Multi-agent Simulation-based Framework for Optimization of Detectors Layout in Public Crowded Places. ICCS Nikolay Butakov, Denis A. Nasonov, Konstantin V. Knyazkov, Vladislav A. Karbovskii, Yulia Chuprova
2014	—	`conf`	Evolutionary Inheritance in Workflow Scheduling Algorithms within Dynamically Changing Heterogeneous Environments. IJCCI (ECTA) Nikolay Butakov, Denis A. Nasonov, Alexander Boukhanovsky
2014	—	`conf`	Hybrid Evolutionary Workflow Scheduling Algorithm for Dynamic Heterogeneous Distributed Computational Environment. SOCO-CISIS-ICEUTE Denis A. Nasonov, Nikolay Butakov, Marina Balakhontseva, Konstantin V. Knyazkov, Alexander V. Boukhanovsky
2014	Misc	`conf`	Hybrid Scheduling Algorithm in Early Warning Systems. ICCS Denis A. Nasonov, Nikolay Butakov