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List of works by Jakub Nalepa

A memetic algorithm to select training data for support vector machines

Adaptive Genetic Algorithm to Select Training Data for Support Vector Machines

Adaptive memetic algorithm enhanced with data geometry analysis to select training data for SVMs

article

Adaptive memetic algorithm for minimizing distance in the vehicle routing problem with time windows

Adaptive memetic algorithm for the job shop scheduling problem

Co-operation in the Parallel Memetic Algorithm

Cryptanalysis of SDES Using Genetic and Memetic Algorithms

Data Augmentation for Brain-Tumor Segmentation: A Review

scientific article published on 11 December 2019

Dynamically Adaptive Genetic Algorithm to Select Training Data for SVMs

Dynamics of facial actions for assessing smile genuineness

scientific article published on 05 January 2021

Evolvable Deep Features

Fast and Accurate Hand Shape Classification ⬇️

article by Jakub Nalepa & Michal Kawulok published 2014 in Communications in Computer and Information Science

First Gradually, Then Suddenly: Understanding the Impact of Image Compression on Object Detection Using Deep Learning

scientific article published on 02 February 2022

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors

scientific article published on 27 November 2019

Genetic Structural NAS: A Neural Network Architecture Search with Flexible Slot Connections

scientific article published on 24 July 2023

Hybrid adaptation for detecting skin in color images

article by Michal Kawulok et al published 13 July 2016 in Intelligent Data Analysis

In Search of Truth: Analysis of Smile Intensity Dynamics to Detect Deception

article

Manifold Learning for Hand Pose Recognition: Evaluation Framework

article by Maciej Papiez et al published 2016 in Communications in Computer and Information Science

Parallel Hand Shape Classification

scholarly article published December 2013

Real-Time People Counting from Depth Images

article published in 2015

Real-Time Wrist Localization in Hand Silhouettes

article by Tomasz Grzejszczak et al published 2013 in Advances in Intelligent Systems and Computing

Segmenting Lungs from Whole-Body CT Scans

Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks

scientific article published on 11 May 2019

Selecting training sets for support vector machines: a review

article

Self-adaptive algorithm for segmenting skin regions

Skin Detection and Segmentation in Color Images

scholarly article published 17 December 2013

Skin detection using spatial analysis with adaptive seed

Spatial-based skin detection using discriminative skin-presence features

article

Support Vector Machines Training Data Selection Using a Genetic Algorithm

The Smaller, the Better

scientific article

Towards On-Board Hyperspectral Satellite Image Segmentation: Understanding Robustness of Deep Learning through Simulating Acquisition Conditions

scientific article published in 2021

Towards Robust Evaluation of Super-Resolution Satellite Image Reconstruction

Towards parameter-less support vector machines

scholarly article published November 2015

Towards robust SVM training from weakly labeled large data sets

article published in 2015

Wrist Localization in Color Images for Hand Gesture Recognition

article by Jakub Nalepa et al published 2014 in Advances in Intelligent Systems and Computing

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