Grazyna Suchacka

According to our database, Grazyna Suchacka authored at least 35 papers between 2009 and 2024.

Collaborative distances:

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

2024

Analysis Of The Housing Market Dynamics Using NARX Neural Network.

Grazyna Suchacka, Daria Wotzka, Lukasz Mach, Pawel Fracz, Marzena Stec, Joachim Foltys

Proceedings of the 38th ECMS International Conference on Modelling and Simulation, 2024

Investigating Reliability Of Machine Learning Results Depending On A Method And The Feature Pre-Processing - The Case Of E-Customer Session Classification.

Jacek Iwanski, Grazyna Suchacka

Proceedings of the 38th ECMS International Conference on Modelling and Simulation, 2024

2023

Time Series Prediction For The Housing Construction Market With The Use Of NARNet.

Daria Wotzka, Grazyna Suchacka, Lukasz Mach, Pawel Fracz, Joachim Foltys, Ionela Maniu

Proceedings of the 37th ECMS International Conference on Modelling and Simulation, 2023

2022

A Quantum-Inspired Classifier for Early Web Bot Detection.

Alberto Cabri, Francesco Masulli, Stefano Rovetta, Grazyna Suchacka

IEEE Trans. Inf. Forensics Secur., 2022

Time Series Clustering With Different Distance Measures To Tell Web Bots And Humans Apart.

Grazyna Suchacka

Proceedings of the 36th ECMS International Conference on Modelling and Simulation, 2022

2021

Efficient on-the-fly Web bot detection.

Grazyna Suchacka, Alberto Cabri, Stefano Rovetta, Francesco Masulli

Knowl. Based Syst., 2021

2020

Identifying legitimate Web users and bots with different traffic profiles - an Information Bottleneck approach.

Grazyna Suchacka, Jacek Iwanski

Knowl. Based Syst., 2020

Bot recognition in a Web store: An approach based on unsupervised learning.

Stefano Rovetta, Grazyna Suchacka, Francesco Masulli

J. Netw. Comput. Appl., 2020

HTTP-level e-commerce data based on server access logs for an online store.

Grzegorz Chodak, Grazyna Suchacka, Yash Chawla

Comput. Networks, 2020

2019

Bot or Not? A Case Study on Bot Recognition from Web Session Logs.

Stefano Rovetta, Alberto Cabri, Francesco Masulli, Grazyna Suchacka

Proceedings of the Quantifying and Processing Biomedical and Behavioral Signals, 2019

Improving Clustering Of Web Bot And Human Sessions By Applying Principal Component Analysis.

Grazyna Suchacka

Proceedings of the 33rd International ECMS Conference on Modelling and Simulation, 2019

2018

Application of the Information Bottleneck method to discover user profiles in a Web store.

Jacek Iwanski, Grazyna Suchacka, Grzegorz Chodak

J. Organ. Comput. Electron. Commer., 2018

Online Web Bot Detection Using a Sequential Classification Approach.

Alberto Cabri, Grazyna Suchacka, Stefano Rovetta, Francesco Masulli

Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

Efficiency Analysis Of Resource Request Patterns In Classification Of Web Robots And Humans.

Grazyna Suchacka, Igor Motyka

Proceedings of the European Conference on Modelling and Simulation, 2018

2017

Modeling a non-stationary bots' arrival process at an e-commerce Web site.

Grazyna Suchacka, Daria Wotzka

J. Comput. Sci., 2017

Using association rules to assess purchase probability in online stores.

Grazyna Suchacka, Grzegorz Chodak

Inf. Syst. E Bus. Manag., 2017

Verification of Web Traffic Burstiness and Self-similarity for Multiple Online Stores.

Grazyna Suchacka, Alicja Dembczak

Proceedings of the Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology - ISAT 2017, 2017

Modeling A Session-Based Bots' Arrival Process At A Web Server.

Grazyna Suchacka, Daria Wotzka

Proceedings of the European Conference on Modelling and Simulation, 2017

2016

Application of Neural Network to Predict Purchases in Online Store.

Grazyna Suchacka, Slawomir Stemplewski

Proceedings of the Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology - ISAT 2016, 2016

An Experiment with Facebook as an Advertising Channel for Books and Audiobooks.

Grzegorz Chodak, Grazyna Suchacka

Proceedings of the Information Systems Architecture and Technology: Proceedings of 37th International Conference on Information Systems Architecture and Technology - ISAT 2016, 2016

Characterizing Web Sessions Of E-Customers Interested In Traditional And Innovative Products.

Grazyna Suchacka, Grzegorz Chodak

Proceedings of the 30th European Conference on Modelling and Simulation, 2016

Investigating Long-Range Dependence in E-Commerce Web Traffic.

Grazyna Suchacka, Adam Domanski

Proceedings of the Computer Networks - 23rd International Conference, 2016

2015

Classification Of E-Customer Sessions Based On Support Vector Machine.

Grazyna Suchacka, Magdalena Skolimowska-Kulig, Aneta Potempa

Proceedings of the 29th European Conference on Modelling and Simulation, 2015

Detection of Internet robots using a Bayesian approach.

Grazyna Suchacka, Mariusz Sobkow

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014

Analysis of Aggregated Bot and Human Traffic on E-Commerce Site.

Grazyna Suchacka

Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013

Web Server Support for e-Customer Loyalty through QoS Differentiation.

Grazyna Suchacka, Leszek Borzemski

Trans. Comput. Collect. Intell., 2013

Practical Aspects of Log File Analysis for E-Commerce.

Grazyna Suchacka, Grzegorz Chodak

Proceedings of the Computer Networks, 20th International Conference, 2013

2012

Simulation-Based Performance Study of e-Commerce Web Server System - Results for FIFO Scheduling.

Grazyna Suchacka, Leszek Borzemski

Proceedings of the Multimedia and Internet Systems: Theory and Practice, 2012

Cost-Oriented Recommendation Model for E-Commerce.

Grzegorz Chodak, Grazyna Suchacka

Proceedings of the Computer Networks - 19th International Conference, 2012

2011

A Research Study on Business-Oriented Quality-Driven Request Service in a B2C Web Site.

Grazyna Suchacka, Leszek Borzemski

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Generating Bursty Web Traffic for a B2C Web Server.

Grazyna Suchacka

Proceedings of the Computer Networks - 18th Conference, 2011

2010

Business-Oriented Admission Control and Request Scheduling for E-Commerce Websites.

Leszek Borzemski, Grazyna Suchacka

Cybern. Syst., 2010

Discovering and Usage of Customer Knowledge in QoS Mechanism for B2C Web Server Systems.

Leszek Borzemski, Grazyna Suchacka

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Business-Driven QoS Management of B2C Web Servers.

Grazyna Suchacka, Leszek Borzemski

Proceedings of the Incentives, 2010

2009

Web Traffic Modeling for E-Commerce Web Server System.

Leszek Borzemski, Grazyna Suchacka

Proceedings of the Computer Networks - 16th Conference, 2009