Anatoly Shalyto

Orcid: 0000-0002-2723-2077

Affiliations:
  • ITMO University, St. Petersburg, Russia


According to our database1, Anatoly Shalyto authored at least 59 papers between 2001 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Combating data incompetence in pollen images detection and classification for pollinosis prevention.
Comput. Biol. Medicine, 2022

2021
New Arabic Medical Dataset for Diseases Classification.
CoRR, 2021

Method for Joint Clustering in Graph and Correlation Spaces.
Autom. Control. Comput. Sci., 2021

The "One-Fifth Rule" with Rollbacks for Self-Adjustment of the Population Size in the (1 + (λ, λ)) Genetic Algorithm.
Autom. Control. Comput. Sci., 2021

New Arabic Medical Dataset for Diseases Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

De-identification of Medical Information for Forming Multimodal Datasets to Train Neural Networks.
Proceedings of the 7th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2021

Comparative Evaluation of Lung Cancer CT Image Synthesis with Generative Adversarial Networks.
Proceedings of the Computational Science - ICCS 2021, 2021

2019
Function Block Finite-State Model Identification Using SAT and CSP Solvers.
IEEE Trans. Ind. Informatics, 2019

Multi-agent deep learning for simultaneous optimization for time and energy in distributed routing system.
Future Gener. Comput. Syst., 2019

Heuristic and metaheuristic solutions of pickup and delivery problem for self-driving taxi routing.
Evol. Syst., 2019

Retrieving and Processing Information from Clinical Algorithm via Formal Concept Analysis.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Design Patterns for Personalization of Healthcare Process.
Proceedings of the 2019 2nd International Conference on Geoinformatics and Data Analysis, 2019

Intelligent Support for Clinical Processes Based on Automaton Approach.
Proceedings of the 25th Conference of Open Innovations Association, 2019

Impact of Adversarial Examples on the Efficiency of Interpretation and Use of Information from High-Tech Medical Images.
Proceedings of the 24th Conference of Open Innovations Association, 2019

Software Tools for Manual Segmentation of Tomography Images Supporting Radiologist's Personal Context.
Proceedings of the 25th Conference of Open Innovations Association, 2019

2018
Exact finite-state machine identification from scenarios and temporal properties.
Int. J. Softw. Tools Technol. Transf., 2018

Adaptation of Algorithms for Medical Information Retrieval for Working on Russian-Language Text Content.
Proceedings of the Text, Speech, and Dialogue - 21st International Conference, 2018

Parallel Combining: Benefits of Explicit Synchronization.
Proceedings of the 22nd International Conference on Principles of Distributed Systems, 2018

On Helping and Stacks.
Proceedings of the Networked Systems - 6th International Conference, 2018

Active Learning of Formal Plant Models For Cyber-Physical Systems.
Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Specifics Analysis of Medical Communities in Social Network Services.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Noise Masking Recurrent Neural Network for Respiratory Sound Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Counterexample-guided inference of controller logic from execution traces and temporal formulas.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Intellectualization of Knowledge Acquisition of Academic Texts as an Answer to Challenges of Modern Information Society.
Proceedings of the Electronic Governance and Open Society: Challenges in Eurasia, 2018

2017
Reconstruction of Function Block Logic Using Metaheuristic Algorithm.
IEEE Trans. Ind. Informatics, 2017

Finding All Minimum-Size DFA Consistent with Given Examples: SAT-Based Approach.
Proceedings of the Software Engineering and Formal Methods, 2017

CSP-based inference of function block finite-state models from execution traces.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Plant trace generation for formal plant model inference: Methods and case study.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Closed-loop verification of a compensating group drive model using synthesized formal plant model.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

2016
Symmetry Breaking Predicates for SAT-based DFA Identification.
CoRR, 2016

Modified ant colony algorithm for constructing finite state machines from execution scenarios and temporal formulas.
Autom. Remote. Control., 2016

Models and methods for multicriteria situational flexible reassignment of control functions in man-machine systems.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

Reconstruction of function block controllers based on test scenarios and verification.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Genetic Search of Pickup and Delivery Problem Solutions for Self-driving Taxi Routing.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

Reinforcement-Based Simultaneous Algorithm and Its Hyperparameters Selection.
Proceedings of the Intelligent Data Processing, 11th International Conference, 2016

2015
Inferring Automata Logic from Manual Control Scenarios: Implementation in Function Blocks.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

BFS-Based Symmetry Breaking Predicates for DFA Identification.
Proceedings of the Language and Automata Theory and Applications, 2015

Change request management in model-driven engineering of industrial automation software.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Reconstruction of function block logic using metaheuristic algorithm: Initial explorations.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

An Asynchronous Implementation of the Limited Memory CMA-ES.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Inferring Temporal Properties of Finite-State Machine Models with Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Hard test generation for augmenting path maximum flow algorithms using genetic algorithms: Revisited.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
A Provably Asymptotically Fast Version of the Generalized Jensen Algorithm for Non-dominated Sorting.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Cyber-physical components for heterogeneous modelling, validation and implementation of smart grid intelligence.
Proceedings of the 12th IEEE International Conference on Industrial Informatics, 2014

A portability study of IEC 61499: Semantics and tools.
Proceedings of the 12th IEEE International Conference on Industrial Informatics, 2014

Combining Exact and Metaheuristic Techniques for Learning Extended Finite-State Machines from Test Scenarios and Temporal Properties.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

Formal Verification of 800 Genetically Constructed Automata Programs: A Case Study.
Proceedings of the Hardware and Software: Verification and Testing, 2014

Worst-Case Execution Time Test Generation for Solutions of the Knapsack Problem Using a Genetic Algorithm.
Proceedings of the Bio-Inspired Computing - Theories and Applications, 2014

2013
Solving Five Instances of the Artificial Ant Problem with Ant Colony Optimization.
Proceedings of the 7th IFAC Conference on Manufacturing Modelling, Management, and Control, 2013

Test-Based Induction of Finite-State Machines with Continuous Output Actions.
Proceedings of the 7th IFAC Conference on Manufacturing Modelling, Management, and Control, 2013

A First Step towards the Runtime Analysis of Evolutionary Algorithm Adjusted with Reinforcement Learning.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Worst-Case Execution Time Test Generation for Augmenting Path Maximum Flow Algorithms Using Genetic Algorithms.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Search-based construction of finite-state machines with real-valued actions: new representation model.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012
Extracting EFSMs of Web Applications for Formal Requirements Specification.
Proceedings of the Computer Safety, Reliability, and Security, 2012

2010
GA-based and design by contract approach to test generation for EFSMs.
Proceedings of the 2010 East-West Design & Test Symposium, 2010

2007
Graphical inheritance notation for state-based classes.
Program. Comput. Softw., 2007

Tools for support of automata-based programming.
Program. Comput. Softw., 2007

2002
Translating Iterative Algorithms into Automaton Ones.
Program. Comput. Softw., 2002

2001
SWITCH Technology: An Automated Approach to Developing Software for Reactive Systems.
Program. Comput. Softw., 2001


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