Denis A. Nasonov

54 papers B 3C 4Misc 15Journal 12Unranked 20

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`	From Regulations to IDS: A Tool-Augmented LLM Pipeline for Automated BIM Rule Checks. ICDM (Workshops) Ivan Perov, Anastasiia Filatova, Egor Timoschak, Denis A. Nasonov
2025	—	`conf`	PARWOP: Optimization for Window Functions Partitioning. ICDM (Workshops) Sergey Teryoshkin, Denis A. Nasonov, Nikolay Butakov
2024	—	`conf`	Advancing Project Management: Integrating Material Delivery in Multi-Contractor Multi-Mode RCPSP. GECCO Companion Anastasiia Filatova, Ivan Perov, Egor Timoschak, Stanislav Batalenkov, Mikhail V. Kovalchuk, Denis A. Nasonov
2024	J	`jnl`	AutoTM 2.0: Automatic Topic Modeling Framework for Documents Analysis. CoRR Maria Khodorchenko, Nikolay Butakov, Maxim Zuev, Denis A. Nasonov
2023	B	`conf`	A Multi-Contractor Approach for MLRCPSP with the Graph Structure Optimization. CEC Anastasiia Filatova, Mikhail V. Kovalchuk, Stanislav Batalenkov, Aleksander Voskresenskiy, Irina Deeva, Anna V. Kaluzhnaya, Aleksei Shpilman, Natalia Kondrashova, Maxim Dudnichenko, Denis A. Nasonov
2023	Misc	`conf`	Improved Evolutionary Approach for Tuning Topic Models with Additive Regularization. HAIS Maria Khodorchenko, Nikolay Butakov, Denis A. Nasonov
2023	B	`conf`	Improvement of Computational Performance of Evolutionary AutoML in a Heterogeneous Environment. CEC Nikolay O. Nikitin, Sergey Teryoshkin, Valerii Pokrovskii, Sergey Pakulin, Denis A. Nasonov
2023	J	`jnl`	Improvement of Computational Performance of Evolutionary AutoML in a Heterogeneous Environment. CoRR Nikolay O. Nikitin, Sergey Teryoshkin, Valerii Pokrovskii, Sergey Pakulin, Denis A. Nasonov
2022	Misc	`conf`	Towards Better Evaluation of Topic Model Quality. FRUCT Maria Khodorchenko, Nikolay Butakov, Denis A. Nasonov
2021	C	`conf`	Hashtags: an essential aspect of topic modeling of city events through social media. ICMLA Mikhail V. Kovalchuk, Denis A. Nasonov
2020	—	`conf`	Convolutional neural networks with hierarchical context transfer for high-resolution spatiotemporal predictions. BigSpatial@SIGSPATIAL Ksenia D. Mukhina, Alexander A. Visheratin, Denis A. Nasonov
2020	C	`conf`	Hybrid Intellectual Scheme for Scheduling of Heterogeneous Workflows based on Evolutionary Approach and Reinforcement Learning. IJCCI Mikhail Melnik, Ivan Dolgov, Denis A. Nasonov
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	—	`conf`	Spatiotemporal Filtering Pipeline for Efficient Social Networks Data Processing Algorithms. ICCS (6) Ksenia D. Mukhina, Alexander A. Visheratin, Denis A. Nasonov
2020	B	`conf`	Topic-driven Ensemble for Online Advertising Generation. COLING Egor Nevezhin, Nikolay Butakov, Maria Khodorchenko, Maxim Petrov, Denis A. Nasonov
2019	C	`conf`	Intellectual Execution Scheme of Iterative Computational Models based on Symbiotic Interaction with Application for Urban Mobility Modelling. IJCCI Mikhail Melnik, Denis A. Nasonov, Alexey Liniov
2019	—	`conf`	Intelligent sightseeing in immensely manifold cities: case of 2018 FIFA world cup host cities. LocalRec@SIGSPATIAL Ksenia D. Mukhina, Alexander A. Visheratin, Denis A. Nasonov, Lev Manovich
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	—	`conf`	Blockchain-Based Transaction Integrity in Distributed Big Data Marketplace. ICCS (1) Denis A. Nasonov, Alexander A. Visheratin, Alexander Boukhanovsky
2018	Misc	`conf`	Building City-Scale Walking Itineraries Using Large Geospatial Datasets. FRUCT Ksenia D. Mukhina, Alexander A. Visheratin, Denis A. Nasonov
2018	J	`jnl`	Distributed data-driven platform for urgent decision making in cardiological ambulance control. Future Gener. Comput. Syst. Sergey V. Kovalchuk, Evgeniy Krotov, Pavel A. Smirnov, Denis A. Nasonov, Alexey N. Yakovlev
2018	Misc	`conf`	Forecasting of the Urban Area State Using Convolutional Neural Networks. FRUCT Ksenia D. Mukhina, Alexander A. Visheratin, Gali-Ketema Mbogo, 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`	Multiscale event detection using convolutional quadtrees and adaptive geogrids. LENS@SIGSPATIAL Alexander A. Visheratin, Ksenia D. Mukhina, Anastasia K. Visheratina, Denis A. Nasonov, Alexander V. Boukhanovsky
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	J	`jnl`	Storage tier-aware replicative data reorganization with prioritization for efficient workload processing. Future Gener. Comput. Syst. Anton Spivak, Andrew Razumovskiy, Denis A. Nasonov, Alexander Boukhanovsky, Anton Radice
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`	Towards a scenario-based solution for extreme metocean event simulation applying urgent computing. Future Gener. Comput. Syst. Anna V. Kalyuzhnaya, Denis A. Nasonov, Sergey V. Ivanov, Sergey S. Kosukhin, Alexander V. Boukhanovsky
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	J	`jnl`	A multi-layer model for diffusion of urgent information in mobile networks. J. Comput. Sci. Alexander A. Visheratin, Tamara B. Trofimenko, Ksenia D. Mukhina, Denis A. Nasonov, Alexander V. Boukhanovsky
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	—	`conf`	Dynamic Resources Configuration for Coevolutionary Scheduling of Scientific Workflows in Cloud Environment. SOCO-CISIS-ICEUTE Alexander A. Visheratin, Mikhail Melnik, Denis A. Nasonov
2017	—	`conf`	Exarch: semantics-based modular distributed data storage. ICCBDC Alexander A. Visheratin, Stepan V. Rakitin, Denis V. Ageev, Denis A. Nasonov, Alexander V. Boukhanovsky
2017	J	`jnl`	Execution time estimation for workflow scheduling. Future Gener. Comput. Syst. Artem M. Chirkin, Adam S. Z. Belloum, Sergey V. Kovalchuk, Marc X. Makkes, Mikhail A. Melnik, Alexander A. Visheratin, Denis A. Nasonov
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
2017	Misc	`conf`	Performance-aware scheduling of streaming applications using genetic algorithm. ICCS Pavel A. Smirnov, Mikhail Melnik, Denis A. Nasonov
2016	—	`conf`	Coevolutionary Workflow Scheduling in a Dynamic Cloud Environment. SOCO-CISIS-ICEUTE Denis A. Nasonov, Mikhail Melnik, Anton Radice
2016	Misc	`conf`	Quality-based Approach to Urgent Workflows Scheduling. ICCS Nikolay Butakov, Denis A. Nasonov, Andrey I. Svitenkov, Anton Radice
2016	Misc	`conf`	Urgent Information Spreading Multi-layer Model for Simulation in Mobile Networks. ICCS Alexander A. Visheratin, Tamara B. Trofimenko, Ksenia D. Mukhina, Denis A. Nasonov, Alexander V. Boukhanovsky
2016	Misc	`conf`	Workflow Scheduling Algorithms for Hard-deadline Constrained Cloud Environments. ICCS Alexander A. Visheratin, Mikhail A. Melnik, Denis A. Nasonov
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`	Dynamic Domain-Specific Language for BigData Tasks' Description. GI-Jahrestagung Artem V. Zakharchuk, Sergey V. Kovalchuk, Denis A. Nasonov
2015	Misc	`conf`	Evolutionary Replicative Data Reorganization with Prioritization for Efficient Workload Processing. ICCS Anton Spivak, Andrew Razumovskiy, Anton Myagkov, Denis A. Nasonov
2015	—	`conf`	Metaheuristic Coevolution Workflow Scheduling in Cloud Environment. IJCCI (ECTA) Denis A. Nasonov, Mikhail Melnik, Natalya Shindyapina, Nikolay Butakov
2015	J	`jnl`	Synthetic storms reconstruction for coastal floods risks assessment. J. Comput. Sci. Anna V. Kalyuzhnaya, Alexander A. Visheratin, Alexey Dudko, Denis A. Nasonov, Alexander V. Boukhanovsky
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
2014	Misc	`conf`	Problem Solving Environment for Development and Maintenance of St. Petersburg's Flood Warning System. ICCS Sergey S. Kosukhin, Anna V. Kalyuzhnaya, Denis A. Nasonov
2013	Misc	`conf`	Interactive Workflow-based Infrastructure for Urgent Computing. ICCS Konstantin V. Knyazkov, Denis A. Nasonov, Timofey N. Tchurov, Alexander Boukhanovsky