Grazyna Suchacka

Orcid: 0000-0001-7456-1204

According to our database1, Grazyna Suchacka authored at least 35 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Analysis Of The Housing Market Dynamics Using NARX Neural Network.
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.
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.
Proceedings of the 37th ECMS International Conference on Modelling and Simulation, 2023

2022
A Quantum-Inspired Classifier for Early Web Bot Detection.
IEEE Trans. Inf. Forensics Secur., 2022

Time Series Clustering With Different Distance Measures To Tell Web Bots And Humans Apart.
Proceedings of the 36th ECMS International Conference on Modelling and Simulation, 2022

2021
Efficient on-the-fly Web bot detection.
Knowl. Based Syst., 2021

2020
Identifying legitimate Web users and bots with different traffic profiles - an Information Bottleneck approach.
Knowl. Based Syst., 2020

Bot recognition in a Web store: An approach based on unsupervised learning.
J. Netw. Comput. Appl., 2020

HTTP-level e-commerce data based on server access logs for an online store.
Comput. Networks, 2020

2019
Bot or Not? A Case Study on Bot Recognition from Web Session Logs.
Proceedings of the Quantifying and Processing Biomedical and Behavioral Signals, 2019

Improving Clustering Of Web Bot And Human Sessions By Applying Principal Component Analysis.
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.
J. Organ. Comput. Electron. Commer., 2018

Online Web Bot Detection Using a Sequential Classification Approach.
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.
Proceedings of the European Conference on Modelling and Simulation, 2018

2017
Modeling a non-stationary bots' arrival process at an e-commerce Web site.
J. Comput. Sci., 2017

Using association rules to assess purchase probability in online stores.
Inf. Syst. E Bus. Manag., 2017

Verification of Web Traffic Burstiness and Self-similarity for Multiple Online Stores.
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.
Proceedings of the European Conference on Modelling and Simulation, 2017

2016
Application of Neural Network to Predict Purchases in Online Store.
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.
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.
Proceedings of the 30th European Conference on Modelling and Simulation, 2016

Investigating Long-Range Dependence in E-Commerce Web Traffic.
Proceedings of the Computer Networks - 23rd International Conference, 2016

2015
Classification Of E-Customer Sessions Based On Support Vector Machine.
Proceedings of the 29th European Conference on Modelling and Simulation, 2015

Detection of Internet robots using a Bayesian approach.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014
Analysis of Aggregated Bot and Human Traffic on E-Commerce Site.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013
Web Server Support for e-Customer Loyalty through QoS Differentiation.
Trans. Comput. Collect. Intell., 2013

Practical Aspects of Log File Analysis for E-Commerce.
Proceedings of the Computer Networks, 20th International Conference, 2013

2012
Simulation-Based Performance Study of e-Commerce Web Server System - Results for FIFO Scheduling.
Proceedings of the Multimedia and Internet Systems: Theory and Practice, 2012

Cost-Oriented Recommendation Model for E-Commerce.
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.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Generating Bursty Web Traffic for a B2C Web Server.
Proceedings of the Computer Networks - 18th Conference, 2011

2010
Business-Oriented Admission Control and Request Scheduling for E-Commerce Websites.
Cybern. Syst., 2010

Discovering and Usage of Customer Knowledge in QoS Mechanism for B2C Web Server Systems.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Business-Driven QoS Management of B2C Web Servers.
Proceedings of the Incentives, 2010

2009
Web Traffic Modeling for E-Commerce Web Server System.
Proceedings of the Computer Networks - 16th Conference, 2009


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