Teddy Lazebnik

Research interests

Publications

• A comprehensive benchmark of machine and deep learning models on structured data for regression and classification

  Neurocomputing · 2025 · 10.1016/j.neucom.2025.131337

• Symbolic regression as a feature engineering method for machine and deep learning regression tasks

  Machine Learning Science and Technology · 2024 · 10.1088/2632-2153/ad513a

• Automated video-based pain recognition in cats using facial landmarks

  Scientific Reports · 2024 · 10.1038/s41598-024-78406-2

• BovineTalk: machine learning for vocalization analysis of dairy cattle under the negative affective state of isolation

  Frontiers in Veterinary Science · 2024 · 10.3389/fvets.2024.1357109

• Decision tree post-pruning without loss of accuracy using the SAT-PP algorithm with an empirical evaluation on clinical data

  Data & Knowledge Engineering · 2023 · 10.1016/j.datak.2023.102173

• Computational applications of extended SIR models: A review focused on airborne pandemics

  Ecological Modelling · 2023 · 10.1016/j.ecolmodel.2023.110422

• A computational framework for physics-informed symbolic regression with straightforward integration of domain knowledge

  Scientific Reports · 2023 · 10.1038/s41598-023-28328-2

• Data-driven hospitals staff and resources allocation using agent-based simulation and deep reinforcement learning

  Engineering Applications of Artificial Intelligence · 2023 · 10.1016/j.engappai.2023.106783

• Microfounded Tax Revenue Forecast Model with Heterogeneous Population and Genetic Algorithm Approach

  Computational Economics · 2023 · 10.1007/s10614-023-10379-2

• Benchmarking Biologically-Inspired Automatic Machine Learning for Economic Tasks

  Sustainability · 2023 · 10.3390/su151411232

• Implementing Machine Learning Methods in Estimating the Size of the Non-observed Economy

  Computational Economics · 2023 · 10.1007/s10614-023-10369-4

• Machine learning approaches to predict and detect early-onset of digital dermatitis in dairy cows using sensor data

  Frontiers in Veterinary Science · 2023 · 10.3389/fvets.2023.1295430

• Intervention policy influence on the effect of epidemiological crisis on industry-level production through input–output networks

  Socio-Economic Planning Sciences · 2023 · 10.1016/j.seps.2023.101553

• Computer aided functional style identification and correction in modern russian texts

  Journal of Data Information and Management · 2022 · 10.1007/s42488-021-00062-2

• Advanced Multi-Mutation With Intervention Policies Pandemic Model

  IEEE Access · 2022 · 10.1109/access.2022.3149956

• Predicting acute kidney injury following open partial nephrectomy treatment using SAT-pruned explainable machine learning model

  BMC Medical Informatics and Decision Making · 2022 · 10.1186/s12911-022-01877-8

• SynthEye: Investigating the Impact of Synthetic Data on Artificial Intelligence-assisted Gene Diagnosis of Inherited Retinal Disease

  Ophthalmology Science · 2022 · 10.1016/j.xops.2022.100258

• Generic approach for mathematical model of multi-strain pandemics

  PLoS ONE · 2022 · 10.1371/journal.pone.0260683

• SubStrat

  Proceedings of the VLDB Endowment · 2022 · 10.14778/3574245.3574261

• Economic aspects of the detection of new strains in a multi-strain epidemiological–mathematical model

  Chaos Solitons & Fractals · 2022 · 10.1016/j.chaos.2022.112823

• Novel Method to Analytically Obtain the Asymptotic Stable Equilibria States of Extended SIR-Type Epidemiological Models

  Symmetry · 2021 · 10.3390/sym13071120

• Comparison of pandemic intervention policies in several building types using heterogeneous population model

  Communications in Nonlinear Science and Numerical Simulation · 2021 · 10.1016/j.cnsns.2021.106176

• Pandemic management by a spatio–temporal mathematical model

  International Journal of Nonlinear Sciences and Numerical Simulation · 2021 · 10.1515/ijnsns-2021-0063

• Spatio-Temporal influence of Non-Pharmaceutical interventions policies on pandemic dynamics and the economy: the case of COVID-19

  Economic Research-Ekonomska Istraživanja · 2021 · 10.1080/1331677x.2021.1925573

• The Signature Features of COVID‐19 Pandemic in a Hybrid Mathematical Model—Implications for Optimal Work–School Lockdown Policy

  Advanced Theory and Simulations · 2021 · 10.1002/adts.202000298

Current projects

No projects listed.