Grazyna Suchacka

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 21

Top Topics

Association Rules

Unsupervised Learning

Kullback Leibler

Top Venues

Knowl. Based Syst.

Publications

Grazyna Suchacka, Daria Wotzka, Lukasz Mach, Pawel Fracz, Marzena Stec, Joachim Foltys
Analysis Of The Housing Market Dynamics Using NARX Neural Network. ECMS (2024)
Jacek Iwanski, Grazyna Suchacka
Investigating Reliability Of Machine Learning Results Depending On A Method And The Feature Pre-Processing - The Case Of E-Customer Session Classification. ECMS (2024)
Daria Wotzka, Grazyna Suchacka, Lukasz Mach, Pawel Fracz, Joachim Foltys, Ionela Maniu
Time Series Prediction For The Housing Construction Market With The Use Of NARNet. ECMS (2023)
Alberto Cabri, Francesco Masulli, Stefano Rovetta, Grazyna Suchacka
A Quantum-Inspired Classifier for Early Web Bot Detection. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Grazyna Suchacka
Time Series Clustering With Different Distance Measures To Tell Web Bots And Humans Apart. ECMS (2022)
Grazyna Suchacka, Alberto Cabri, Stefano Rovetta, Francesco Masulli
Efficient on-the-fly Web bot detection. Knowl. Based Syst. 223 (2021)
Stefano Rovetta, Grazyna Suchacka, Francesco Masulli
Bot recognition in a Web store: An approach based on unsupervised learning. J. Netw. Comput. Appl. 157 (2020)
Grzegorz Chodak, Grazyna Suchacka, Yash Chawla
HTTP-level e-commerce data based on server access logs for an online store. Comput. Networks 183 (2020)
Grazyna Suchacka, Jacek Iwanski
Identifying legitimate Web users and bots with different traffic profiles - an Information Bottleneck approach. Knowl. Based Syst. 197 (2020)
Grazyna Suchacka
Improving Clustering Of Web Bot And Human Sessions By Applying Principal Component Analysis. ECMS (2019)
Alberto Cabri, Grazyna Suchacka, Stefano Rovetta, Francesco Masulli
Online Web Bot Detection Using a Sequential Classification Approach. HPCC/SmartCity/DSS (2018)
Jacek Iwanski, Grazyna Suchacka, Grzegorz Chodak
Application of the Information Bottleneck method to discover user profiles in a Web store. J. Organ. Comput. Electron. Commer. 28 (2) (2018)
Grazyna Suchacka, Igor Motyka
Efficiency Analysis Of Resource Request Patterns In Classification Of Web Robots And Humans. ECMS (2018)
Grazyna Suchacka, Alicja Dembczak
Verification of Web Traffic Burstiness and Self-similarity for Multiple Online Stores. ISAT (1) (2017)
Grazyna Suchacka, Daria Wotzka
Modeling A Session-Based Bots' Arrival Process At A Web Server. ECMS (2017)
Grazyna Suchacka, Daria Wotzka
Modeling a non-stationary bots' arrival process at an e-commerce Web site. J. Comput. Sci. 22 (2017)
Grazyna Suchacka, Grzegorz Chodak
Using association rules to assess purchase probability in online stores. Inf. Syst. E Bus. Manag. 15 (3) (2017)
Grazyna Suchacka, Slawomir Stemplewski
Application of Neural Network to Predict Purchases in Online Store. ISAT (4) (2016)
Grazyna Suchacka, Adam Domanski
Investigating Long-Range Dependence in E-Commerce Web Traffic. CN (2016)
Grazyna Suchacka, Grzegorz Chodak
Characterizing Web Sessions Of E-Customers Interested In Traditional And Innovative Products. ECMS (2016)
Grzegorz Chodak, Grazyna Suchacka
An Experiment with Facebook as an Advertising Channel for Books and Audiobooks. ISAT (1) (2016)
Grazyna Suchacka, Mariusz Sobkow
Detection of Internet robots using a Bayesian approach. CYBCONF (2015)
Grazyna Suchacka, Magdalena Skolimowska-Kulig, Aneta Potempa
Classification Of E-Customer Sessions Based On Support Vector Machine. ECMS (2015)
Grazyna Suchacka
Analysis of Aggregated Bot and Human Traffic on E-Commerce Site. FedCSIS (2014)
Grazyna Suchacka, Leszek Borzemski
Web Server Support for e-Customer Loyalty through QoS Differentiation. Trans. Comput. Collect. Intell. 12 (2013)
Grazyna Suchacka, Grzegorz Chodak
Practical Aspects of Log File Analysis for E-Commerce. CN (2013)
Grazyna Suchacka, Leszek Borzemski
Simulation-Based Performance Study of e-Commerce Web Server System - Results for FIFO Scheduling. MISSI (2012)
Grzegorz Chodak, Grazyna Suchacka
Cost-Oriented Recommendation Model for E-Commerce. CN (2012)
Grazyna Suchacka
Generating Bursty Web Traffic for a B2C Web Server. CN (2011)
Grazyna Suchacka, Leszek Borzemski
A Research Study on Business-Oriented Quality-Driven Request Service in a B2C Web Site. ICCCI (2) (2011)
Grazyna Suchacka, Leszek Borzemski
Business-Driven QoS Management of B2C Web Servers. ETM (2010)
Leszek Borzemski, Grazyna Suchacka
Discovering and Usage of Customer Knowledge in QoS Mechanism for B2C Web Server Systems. KES (2) (2010)
Leszek Borzemski, Grazyna Suchacka
Business-Oriented Admission Control and Request Scheduling for E-Commerce Websites. Cybern. Syst. 41 (8) (2010)
Leszek Borzemski, Grazyna Suchacka
Web Traffic Modeling for E-Commerce Web Server System. CN (2009)