Magdalena Scherer

According to our database, Magdalena Scherer authored at least 21 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Adaptive Profiling of Computer Network Users with a Hybrid SARIMA-ANFIS Approach.

Jakub Nowak, Marcin Korytkowski, Magdalena Scherer

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025

Photovoltaic Energy Prediction: Evaluating Feature Selection Methods for Enhanced Forecasting.

Marcin Zalasinski, Tomasz Szczepanik, Magdalena M. Scherer, Jolanta Zalasinska

Proceedings of the Empowering the Interdisciplinary Role of ISD in Addressing Contemporary Issues in Digital Transformation, 2025

Impact of Hybrid Work on Project Management System in an ERP Implementation Company.

Magdalena Scherer, Jolanta Zalasinska, Marcin Zalasinski

Proceedings of the Empowering the Interdisciplinary Role of ISD in Addressing Contemporary Issues in Digital Transformation, 2025

Analysis of Reducing Customer Churn Rate in the ERP Industry.

Magdalena Scherer, Jolanta Zalasinska, Marcin Zalasinski

Proceedings of the Empowering the Interdisciplinary Role of ISD in Addressing Contemporary Issues in Digital Transformation, 2025

Gender Disparities in Customer Churn Rates: A Rough Neuro-Fuzzy Classifier-based Analysis.

Magdalena Scherer, Robert Nowicki

Proceedings of the Empowering the Interdisciplinary Role of ISD in Addressing Contemporary Issues in Digital Transformation, 2025

AI-Driven Tourist Destination Recommendation Systems: A Neural Network Approach.

Jakub Nowak, Marcin Jamro, Tomasz Nowak, Magdalena Scherer, Sumit Hazra

Proceedings of the Artificial Intelligence and Soft Computing, 2025

2024

Customer Churn Prediction by Rough Neuro-Fuzzy Classifier with CA Defuzzification.

Magdalena Scherer, Robert Nowicki

Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era, 2024

2023

Predicting Churn Rate in Companies.

Magdalena Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

Machine Learning-Based Conditioning and Drying of Sewage Sludge as Part of the Management of Co-fermentation Processes.

Anna Tucholka, Magdalena Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2022

2021

A Novel Grid-Based Clustering Algorithm.

Artur Starczewski, Magdalena M. Scherer, Wojciech Ksiazek, Maciej Debski, Lipo Wang

J. Artif. Intell. Soft Comput. Res., 2021

Decision Making Support System for Managing Advertisers By Ad Fraud Detection.

Marcin Gabryel, Magdalena M. Scherer, Lukasz Sulkowski, Robertas Damasevicius

J. Artif. Intell. Soft Comput. Res., 2021

2020

Efficient Image Retrieval by Fuzzy Rules from Boosting and Metaheuristic.

Marcin Korytkowski, Roman Senkerik, Magdalena M. Scherer, Rafal A. Angryk, Miroslaw Kordos, Agnieszka Siwocha

J. Artif. Intell. Soft Comput. Res., 2020

Fast Image Index for Database Management Engines.

Rafal Grycuk, Patryk Najgebauer, Miroslaw Kordos, Magdalena M. Scherer, Alina Marchlewska

J. Artif. Intell. Soft Comput. Res., 2020

Job Offer Analysis Using Convolutional and Recurrent Convolutional Networks.

Jakub Nowak, Kamila Milkowska, Magdalena Scherer, Arkadiusz Talun, Marcin Korytkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019

Sequential Data Mining of Network Traffic in URL Logs.

Marcin Korytkowski, Jakub Nowak, Robert Nowicki, Kamila Milkowska, Magdalena Scherer, Piotr Goetzen

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Company Bankruptcy Prediction with Neural Networks.

Jolanta Pozorska, Magdalena Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017

Local Keypoint-Based Image Detector with Object Detection.

Rafal Grycuk, Magdalena Scherer, Sviatoslav Voloshynovskiy

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Predicting Success of Bank Direct Marketing by Neuro-fuzzy Systems.

Magdalena Scherer, Jacek Smolag, Adam Gaweda

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Image Descriptor Based on Edge Detection and Crawler Algorithm.

Rafal Grycuk, Marcin Gabryel, Magdalena Scherer, Sviatoslav Voloshynovskiy

Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015

Customization of Joint Articulations Using Soft Computing Methods.

Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Magdalena Scherer, Janusz Szyprowski, Dimce Kostadinov

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Software Framework for Modular Machine Learning Systems.

Marcin Korytkowski, Magdalena Scherer, Sohrab Ferdowsi

Proceedings of the Artificial Intelligence and Soft Computing, 2015