פרופ' עפר שיר

Ofer M. Shir, Assaf Israeli, Assaf Caftory, Guy Zepko, Itai Bloch, Algorithmically-guided discovery of viral epitopes via linguistic parsing: Problem formulation and solving by soft computing, Applied Soft Computing, Volume 129, 2022

V. Kocaman, O. M. Shir and T. Bäck, "Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study," 2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, 2021, pp. 10404-10411,

Shir, O.M., Xi, X., Rabitz, H.: Multi-level evolution strategies for high-resolution black-box control. Journal of Heuristics 27(6) (2021) 1021—1055

Doerr, C., Ye, F., Horesh, N., Wang, H., Shir, O.M., Bäck, T.: Benchmarking Discrete Optimization Heuristics with IOHprofiler. Applied Soft Computing 88 (2020) 106027

Shir, O.M., Yehudayoff, A.: On the covariance-Hessian relation in evolution strategies. Theoretical Computer Science 801 (2020) 157—174

Calvo, B., Shir, O.M., Ceberio, J., Doerr, C., Wang, H., Bäck, T., Lozano, J.A.: Bayesian Performance Analysis for Black-Box Optimization Benchmarking. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO-2019, NY, USA, ACM Press (2019) 1789–1797

Horesh, N., Bäck, T., Shir, O.M.: Predict or Screen Your Expensive Assay? DoE vs. Surrogates in Experimental Combinatorial Optimization. In: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2019, NY, USA, ACM Press (2019) 274—284

Israeli, A., Emmerich, M., Litaor, M., Shir, O.M.: Statistical Learning in Soil Sampling Design Aided by Pareto Optimization. In: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2019, NY, USA, ACM Press (2019) 1198—1205