Ernest Jeczmionek

According to our database, Ernest Jeczmionek authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Seeds Image - Introduction and Baseline Experiments with the New Labeled Benchmark for Machine Learning Tasks.

Piotr A. Kowalski, Ernest Jeczmionek, Malgorzata Charytanowicz, Szymon Lukasik, Piotr Kulczycki

Mob. Networks Appl., December, 2025

2024

Classification of Wheat Species Using Convolutional Neural Networks: A Comparative Study.

Piotr A. Kowalski, Ernest Jeczmionek, Malgorzata Charytanowicz, Szymon Lukasik, Jerzy Niewczas, Piotr Kulczycki

Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2024

2023

Choice of the <i>p</i>-norm for high level classification features pruning in modern convolutional neural networks with local sensitivity analysis.

Ernest Jeczmionek, Piotr A. Kowalski

Int. J. Appl. Math. Comput. Sci., 2023

2022

Parallel complete gradient clustering algorithm and its properties.

Piotr A. Kowalski, Ernest Jeczmionek

Inf. Sci., 2022

Input reduction of convolutional neural networks with global sensitivity analysis as a data-centric approach.

Ernest Jeczmionek, Piotr A. Kowalski

Neurocomputing, 2022

2021

Flattening Layer Pruning in Convolutional Neural Networks.

Ernest Jeczmionek, Piotr A. Kowalski

Symmetry, 2021