Anna T. Lawniczak

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 17

Top Topics

Spectral Domain

Principal Component Analysis

Cognitive Agents

Top Venues

Publications

Shengkun Xie, Jin Zhang, Anna T. Lawniczak
Handling Data Imbalance In Linear Modelling of Fatality Rate of Auto Collision. ICISS (2023)
Shengkun Xie, Anna T. Lawniczak, Clare Chua-Chow
Exploring Functional Patterns of Driving Records by Interacting with Major Classes and Territory Using Generalized Additive Models. DATA (2023)
Shengkun Xie, Anna T. Lawniczak, Chong Gan
Optimal number of clusters in explainable data analysis of agent-based simulation experiments. J. Comput. Sci. 62 (2022)
Shengkun Xie, Anna T. Lawniczak, Junlin Hao
Modelling Autonomous Agents' Decisions in Learning to Cross a Cellular Automaton-Based Highway via Artificial Neural Networks. Comput. 8 (3) (2020)
Shengkun Xie, Anna T. Lawniczak, Chong Gan
Modeling and Analysis of Autonomous Agents' Decisions in Learning to Cross a Cellular Automaton-Based Highway. Comput. 7 (3) (2019)
Shengkun Xie, Anna T. Lawniczak
Feature Extraction of Epileptic EEG in Spectral Domain via Functional Data Analysis. ICPRAM (2019)
Shengkun Xie, Anna T. Lawniczak
Fourier Spectral Domain Functional Principal Component Analysis of EEG Signals. ICPRAM (Revised Selected Papers) (2019)
Shengkun Xie, Anna T. Lawniczak, Junlin Hao, Chong Gan
Improving Data Explainability in Analysis of Designed Computer Simulation Experiments. SSCI (2019)
Anna T. Lawniczak, Fei Yu
Analysis of Rates of Agents' Decisions in Learning to Cross a Highway in Populations with Risk Takers and Risk Avoiders. ACRI (2018)
Anna T. Lawniczak, Fei Yu
Decisions and success of heterogeneous population of agents in learning to cross a highway. SSCI (2017)
Anna T. Lawniczak, Fei Yu
Cognitive Agents Success in Learning to Cross a CA Based Highway Comparison for Two Decision Formulas. ICCS (2017)
Shengkun Xie, Anna T. Lawniczak, Zizhen Wang
Spatially Constrained Clustering to Define Geographical Rating Territories. ICPRAM (2017)
Anna T. Lawniczak, Fei Yu
Comparison of Agentsl Performance in Learning to Cross a Highway for Two Decisions Formulas. ICAART (1) (2017)
Anna T. Lawniczak, Leslie Ly, Fei Yu
Effects of Simulation Parameters on Naïve Creatures Learning to Safely Cross a Highway on Bimodal Threshold Nature of Success. ICCS (2016)
Anna T. Lawniczak, Leslie Ly, Fei Yu, Shengkun Xie
Effects of model parameter interactions on Naïve creatures' success of learning to cross a highway. CEC (2016)
Anna T. Lawniczak, Leslie Ly, Shengkun Xie, Fei Yu
Effects of Agents' Fear, Desire and Knowledge on Their Success When Crossing a CA Based Highway. ACRI (2016)
Anna T. Lawniczak, Leslie Ly, Fei Yu
Success Rate of Creatures Crossing a Highway as a Function of Model Parameters. ICCS (2016)
Shengkun Xie, Anna T. Lawniczak, Sridhar Krishnan
Learning Dictionary Via Wavelet Sparse Principal Component Analysis. ICPRAM (1) (2015)
Anna T. Lawniczak, Jason B. Ernst, Bruno N. Di Stefano
Naïve Creature with Fear and Desire Learning to Cross a Highway. ICCS (2014)
Anna T. Lawniczak, Bruno N. Di Stefano, Jason B. Ernst
Naïve creature learns to cross a highway in a simulated CA-like environment. IEEE IA (2014)
Anna T. Lawniczak, Bruno N. Di Stefano, Jason B. Ernst
Software Implementation of Population of Cognitive Agents Learning to Cross a Highway. ACRI (2014)
Anna T. Lawniczak, Jason B. Ernst, Bruno N. Di Stefano
Biomimicri based cognitive agent and its simulator. CCECE (2014)
Anna T. Lawniczak, Jason B. Ernst, Bruno N. Di Stefano
Improved performance of naïve creature learning to cross a highway. CCECE (2014)
Anna T. Lawniczak, Jason B. Ernst, Bruno N. Di Stefano
Biomimicry based Learning Outcomes of Simple Cognitive Agents. Complex Adaptive Systems (2014)
Anna T. Lawniczak, Jason B. Ernst, Bruno N. Di Stefano
Simulated Naïve Creature Crossing a Highway. ICCS (2013)
Shengkun Xie, Anna T. Lawniczak, Sridhar Krishnan
Noise Effects on Spatial Pattern Data Classification Using Wavelet Kernel PCA - A Monte Carlo Simulation Study. ISNN (1) (2013)
Anna T. Lawniczak, Jason B. Ernst, Bruno N. Di Stefano
Creature Learning to Cross a CA Simulated Road. ACRI (2012)
Shengkun Xie, Sridhar Krishnan, Anna T. Lawniczak
Sparse principal component extraction and classification of long-term biomedical signals. CBMS (2012)
Shengkun Xie, Sridhar Krishnan, Anna T. Lawniczak
Analysis of communication network surveillance using functional ANOVA model with unequal variances. CISDA (2012)
Shengkun Xie, Anna T. Lawniczak
Detection of stationary network load increase using univariate network aggregate traffic data by dynamic PCA. CISDA (2011)
Anna T. Lawniczak, Ramón Alonso-Sanz
Editorial. J. Cell. Autom. 5 (3) (2010)
Anna T. Lawniczak, Bruno N. Di Stefano
Engineered & social networks: theory and applications. ICCS (1) (2010)
Henryk Fuks, Anna T. Lawniczak
13th International Workshop on Cellular Automata: AUTOMATA 2007. J. Cell. Autom. 5 (6) (2010)
Anna T. Lawniczak, Shengkun Xie
Impact of source load and routing on QoS of packets delivery. J. Comput. Sci. 1 (2) (2010)
Slawomir Wesolkowski, Ziad Sakr, Bruno N. Di Stefano, Anna T. Lawniczak
Multiobjective evolutionary optimization of a transportation fleet with a modified monetary cost function. SummerSim (2010)
Anna T. Lawniczak, Bruno N. Di Stefano
Cognitive agents: theory & applications. ICCS (1) (2010)
Anna T. Lawniczak, Bruno N. Di Stefano
Multilane Single GCA-w Based Expressway Traffic Model. ACRI (2010)
Anna T. Lawniczak, Hao Wu, Bruno N. Di Stefano
Impact of Coupling of Distributed Denial of Service Attack with Routing on Throughput of Packet Switching Network. ACRI (2010)
Anna T. Lawniczak, Shengkun Xie
Number of packets in transit as a function of source load and routing. ICCS (1) (2010)
Anna T. Lawniczak, Bruno N. Di Stefano
Computational intelligence based architecture for cognitive agents. ICCS (1) (2010)
Anna T. Lawniczak, Bruno N. Di Stefano, Hao Wu
Detection & study of DDoS attacks via entropy in data network models. CISDA (2009)
Anna T. Lawniczak, Bruno N. Di Stefano
Development of Road Traffic CA Model of 4-Way Intersection to Study Travel Time. Complex (2) (2009)
Shengkun Xie, Pietro Liò, Anna T. Lawniczak
A Case Study of ICA with Multi-scale PCA of Simulated Traffic Data. ICANN (2) (2009)
Henryk Fuks, Anna T. Lawniczak
13th International Workshop on Cellular Automata - AUTOMATA 2007. J. Cell. Autom. 4 (2) (2009)
Anna T. Lawniczak, Bruno N. Di Stefano
Development of multi CA model of 4-way road intersection. CCECE (2009)
Henryk Fuks, Anna T. Lawniczak
13th International Workshop on Cellular Automata - AUTOMATA 2007. J. Cell. Autom. 4 (3) (2009)
Anna T. Lawniczak, Hao Wu, Bruno N. Di Stefano
Detection of Packet Traffic Anomalous Behaviour via Information Entropy. CompleNet (2009)
Anna T. Lawniczak, Hao Wu, Bruno N. Di Stefano
Entropy Based Detection of DDoS Attacks in Packet Switching Network Models. Complex (2) (2009)
Anna T. Lawniczak, Hao Wu, Bruno N. Di Stefano
Detection of anomalous packet traffic via entropy. CCECE (2009)
Anna T. Lawniczak, Hao Wu, Bruno N. Di Stefano
DDoS attack detection using entropy of packet traffic in CA like data communication network model. Automata (2008)
Anna T. Lawniczak, Bruno N. Di Stefano
Development of CA model of highway traffic. Automata (2008)
Pietro Liò, Anna T. Lawniczak, Shengkun Xie, Jiaying Xu
Wavelet-Domain Statistics of Packet Switching Networks Near Traffic Congestion. BIOWIRE (2007)
Anna T. Lawniczak, Xiongwen Tang
Complex Dynamics of CA Like Model of Data Networks. J. Cell. Autom. 2 (2) (2007)
Anna T. Lawniczak, Xiongwen Tang
Packet Switching Network Performance Indicators as Function of Network Topology and Routing Algorithms. CCECE (2006)
Bruno N. Di Stefano, Anna T. Lawniczak
Autonomous Roving Object's Coverage of its Universe. CCECE (2006)
Anna T. Lawniczak, Alf Gerisch, Kevin P. Maxie, Bruno N. Di Stefano
Netzwerk: Migration of a Packet-Switching Network Simulation Environment from MS Windows PC to Linux PC and to HPC. HPCS (2005)
Alf Gerisch, Anna T. Lawniczak, R. Arief Budiman, Henryk Fuks, Harry E. Ruda
Surface Roughening in Homoepitaxial Growth: A Lattice Gas Cellular Automaton Model. ACRI (2004)
Anna T. Lawniczak, Kevin P. Maxie, Alf Gerisch
From Individual to Collective Behaviour in CA Like Models of Data Communication Networks. ACRI (2004)
R. Arief Budiman, Alf Gerisch, Anna T. Lawniczak, Harry E. Ruda, Henryk Fuks
Lattice Gas Automata Simulation of Atomistic Surface Growth. ICMENS (2003)
Henryk Fuks, Anna T. Lawniczak, Stanislav Volkov
Packet delay in models of data networks CoRR (2002)
Henryk Fuks, Anna T. Lawniczak, Stanislav Volkov
Packet delay in models of data networks. ACM Trans. Model. Comput. Simul. 11 (3) (2001)
Sabine Dormann, Andreas Deutsch, Anna T. Lawniczak
Fourier analysis of Turing-like pattern formation in cellular automaton models. Future Gener. Comput. Syst. 17 (7) (2001)
Jon-Paul Voroney, Anna T. Lawniczak
Construction, mathematical description and coding of reactive lattice-gas cellular automaton. Simul. Pract. Theory 7 (7) (2000)
Henryk Fuks, Anna T. Lawniczak
Performance of data networks with random links CoRR (1999)