Anna T. Lawniczak

Orcid: 0000-0002-2984-0877

According to our database1, Anna T. Lawniczak authored at least 62 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
Spatial and Spatio-Temporal Modelling of Auto Insurance Claim Frequencies During Pre-and Post-COVID-19 Pandemic.
Proceedings of the 13th International Conference on Data Science, 2024

2023
Handling Data Imbalance In Linear Modelling of Fatality Rate of Auto Collision.
Proceedings of the 2023 6th International Conference on Information Science and Systems, 2023

Exploring Functional Patterns of Driving Records by Interacting with Major Classes and Territory Using Generalized Additive Models.
Proceedings of the 12th International Conference on Data Science, 2023

2022
Optimal number of clusters in explainable data analysis of agent-based simulation experiments.
J. Comput. Sci., 2022

2020
Modelling Autonomous Agents' Decisions in Learning to Cross a Cellular Automaton-Based Highway via Artificial Neural Networks.
Comput., 2020

2019
Modeling and Analysis of Autonomous Agents' Decisions in Learning to Cross a Cellular Automaton-Based Highway.
Comput., 2019

Improving Data Explainability in Analysis of Designed Computer Simulation Experiments.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Fourier Spectral Domain Functional Principal Component Analysis of EEG Signals.
Proceedings of the Pattern Recognition Applications and Methods, 2019

Feature Extraction of Epileptic EEG in Spectral Domain via Functional Data Analysis.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

2018
Analysis of Rates of Agents' Decisions in Learning to Cross a Highway in Populations with Risk Takers and Risk Avoiders.
Proceedings of the Cellular Automata, 2018

2017
Decisions and success of heterogeneous population of agents in learning to cross a highway.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Spatially Constrained Clustering to Define Geographical Rating Territories.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Cognitive Agents Success in Learning to Cross a CA Based Highway Comparison for Two Decision Formulas.
Proceedings of the International Conference on Computational Science, 2017

Comparison of Agentsl Performance in Learning to Cross a Highway for Two Decisions Formulas.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

2016
Effects of Simulation Parameters on Naïve Creatures Learning to Safely Cross a Highway on Bimodal Threshold Nature of Success.
Proceedings of the International Conference on Computational Science 2016, 2016

Success Rate of Creatures Crossing a Highway as a Function of Model Parameters.
Proceedings of the International Conference on Computational Science 2016, 2016

Effects of model parameter interactions on Naïve creatures' success of learning to cross a highway.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Effects of Agents' Fear, Desire and Knowledge on Their Success When Crossing a CA Based Highway.
Proceedings of the Cellular Automata, 2016

2015
Learning Dictionary Via Wavelet Sparse Principal Component Analysis.
Proceedings of the ICPRAM 2015, 2015

2014
Naïve creature learns to cross a highway in a simulated CA-like environment.
Proceedings of the 2014 IEEE Symposium on Intelligent Agents, 2014

Naïve Creature with Fear and Desire Learning to Cross a Highway.
Proceedings of the International Conference on Computational Science, 2014

Biomimicry based Learning Outcomes of Simple Cognitive Agents.
Proceedings of the Complex Adaptive Systems 2014 Conference, 2014

Biomimicri based cognitive agent and its simulator.
Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014

Improved performance of naïve creature learning to cross a highway.
Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014

Software Implementation of Population of Cognitive Agents Learning to Cross a Highway.
Proceedings of the Cellular Automata, 2014

2013
Noise Effects on Spatial Pattern Data Classification Using Wavelet Kernel PCA - A Monte Carlo Simulation Study.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Simulated Naïve Creature Crossing a Highway.
Proceedings of the International Conference on Computational Science, 2013

2012
Analysis of communication network surveillance using functional ANOVA model with unequal variances.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications, 2012

Sparse principal component extraction and classification of long-term biomedical signals.
Proceedings of CBMS 2012, 2012

Creature Learning to Cross a CA Simulated Road.
Proceedings of the Cellular Automata, 2012

2011
Detection of stationary network load increase using univariate network aggregate traffic data by dynamic PCA.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2011

2010
Number of packets in transit as a function of source load and routing.
Proceedings of the International Conference on Computational Science, 2010

Engineered & social networks: theory and applications.
Proceedings of the International Conference on Computational Science, 2010

Computational intelligence based architecture for cognitive agents.
Proceedings of the International Conference on Computational Science, 2010

Cognitive agents: theory & applications.
Proceedings of the International Conference on Computational Science, 2010

Impact of source load and routing on QoS of packets delivery.
J. Comput. Sci., 2010

Editorial.
J. Cell. Autom., 2010

Multiobjective evolutionary optimization of a transportation fleet with a modified monetary cost function.
Proceedings of the SummerSim '10, 2010

Impact of Coupling of Distributed Denial of Service Attack with Routing on Throughput of Packet Switching Network.
Proceedings of the Cellular Automata, 2010

Multilane Single GCA-w Based Expressway Traffic Model.
Proceedings of the Cellular Automata, 2010

2009
13th International Workshop on Cellular Automata - AUTOMATA 2007.
J. Cell. Autom., 2009

A Case Study of ICA with Multi-scale PCA of Simulated Traffic Data.
Proceedings of the Artificial Neural Networks, 2009

Entropy Based Detection of DDoS Attacks in Packet Switching Network Models.
Proceedings of the Complex Sciences, 2009

Development of Road Traffic CA Model of 4-Way Intersection to Study Travel Time.
Proceedings of the Complex Sciences, 2009

Detection of Packet Traffic Anomalous Behaviour via Information Entropy.
Proceedings of the Complex Networks, 2009

Detection & study of DDoS attacks via entropy in data network models.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009

Detection of anomalous packet traffic via entropy.
Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009

Development of multi CA model of 4-way road intersection.
Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009

2008
DDoS attack detection using entropy of packet traffic in CA like data communication network model.
Proceedings of the Automata 2008: Theory and Applications of Cellular Automata, 2008

Development of CA model of highway traffic.
Proceedings of the Automata 2008: Theory and Applications of Cellular Automata, 2008

2007
Complex Dynamics of CA Like Model of Data Networks.
J. Cell. Autom., 2007

Wavelet-Domain Statistics of Packet Switching Networks Near Traffic Congestion.
Proceedings of the Bio-Inspired Computing and Communication, 2007

2006
Autonomous Roving Object's Coverage of its Universe.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

Packet Switching Network Performance Indicators as Function of Network Topology and Routing Algorithms.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2005
Netzwerk: Migration of a Packet-Switching Network Simulation Environment from MS Windows PC to Linux PC and to HPC.
Proceedings of the 19th Annual International Symposium on High Performance Computing Systems and Applications (HPCS 2005), 2005

2004
From Individual to Collective Behaviour in CA Like Models of Data Communication Networks.
Proceedings of the Cellular Automata, 2004

Surface Roughening in Homoepitaxial Growth: A Lattice Gas Cellular Automaton Model.
Proceedings of the Cellular Automata, 2004

2003
Lattice Gas Automata Simulation of Atomistic Surface Growth.
Proceedings of the 2003 International Conference on MEMS, 2003

2001
Packet delay in models of data networks.
ACM Trans. Model. Comput. Simul., 2001

Fourier analysis of Turing-like pattern formation in cellular automaton models.
Future Gener. Comput. Syst., 2001

2000
Construction, mathematical description and coding of reactive lattice-gas cellular automaton.
Simul. Pract. Theory, 2000

1999
Performance of data networks with random links
CoRR, 1999


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