2010-2019

  • S. Xie and A.T. Lawniczak, C. Gan (2019), "Modelling and Analysis of Autonomous Agents’ Decisions in Learning to Cross a Cellular Automaton Based Highway", Computation 2019, 7(3), 53.
  • Shengkun Xie, Anna T. Lawniczak, Junlin Hao, Chong Gan, (2019), “Improving Data Explainability in Analysis of Designed Computer Simulation Experiments”, Proceeding of The 2019 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2019), 8 pages, to appear.
  • Shengkun Xie, Anna T. Lawniczak, Chong Gan, (2019), “Modeling and Analysis of Autonomous Agents’ Decisions in Learning to Cross a Cellular Automaton-Based Highway”, Computation 2019, 7(3), 53: 21 pages; https://www.mdpi.com/2079-3197/7/3/53/htm https://doi.org/10.3390/computation7030053
  • Shengkun Xie, Anna T Lawniczak, (2019), “Feature Extraction of Epileptic EEG in Spectral Domain via Functional Data Analysis”, Proceedings of ICPRAM 2019 – the 8th Int. Conference on Pattern Recognition Applications and Methods. ICPRAM 2019 - The 8th International Conference on Pattern Recognition Applications and Methods, Prague, Czech Republic (118 - 127), 1- pages.
  • Shengkun Xie, Anna T. Lawniczak, (2018), “Estimating Major Risk Factor Relativities In Rate Filings Using Generalized Linear Models”, International Journal of Financial Studies (2018), 6(4), 84: 14 pages, doi:10.3390/ijfs6040084
  • Anna T. Lawniczak, Fei Yu, (2018). Analysis of Rates of Agents’ Decisions in Learning to Cross a Highway in Populations with Risk Takers and Risk Avoiders. Mauri G, Yacoubi SEl, Dennunzio A, Nishinari K, Manzoni L. Cellular Automata, ACRI 2018. LNCS (11115): 8 pages.
  • Anna T. Lawniczak, Fei Yu, (2017), “Decisions and Success of Heterogeneous Population of Agents in Learning to Cross a Highway”, in Proceedings of 2017 the IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, Hi, USA, Nov. 27-Dec. 01, 2017, pp. 10.
  • Anna T. Lawniczak, Fei Yu, (2017), “Cognitive Agents Success in Learning to Cross a CA Based Highway Comparison for Two Decision Formulas”, Procedia Computer Science 108, pp. 2443-2447, Elsevier 2017, Proceedings of the International Conference on Computational Science, ICCS 2017, 12-14 June 2017, Zurich Switzerland.

http://www.sciencedirect.com/science/article/pii/S1877050917305872 https://doi.org/10.1016/j.procs.2017.05.056

  • Shengkun Xie, Anna T. Lawniczak, Zizhen Wang, (2017), “Spatially Constrained Clustering to Define Geographical Rating Territories”, In Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2017), pages 82-88, ISBN: 978-989-758-222-6, Copyright©2017 by SCITEPRESS – Science and Technology Publications, Lda. DOI: 10.5220/0006118100820088
  • Anna T. Lawniczak, Fei Yu, (2017), “Comparison of Agents’ Performance in Learning to Cross a Highway for Two Decisions Formulas”, Proceedings of the 9th International Conference on Agents and Artificial Intelligence, ICAART (1) 2017: 208-219, Porto, Portugal, February 24-26, 2017. SciTePress 2017, ISBN 978-989-758-219-6
  • Leslie Ly, Anna T. Lawniczak, Fei Yu, (2016),“Exploration of Simulated Creatures Learning to Cross a Highway Using Frequency Histograms”, Proc. Complex Adaptive Systems, Los Angeles, US, November 2-4, 2016, Procedia Computer Science, Volume 95, pp. 418-427, Elsevier, November 2016.

http://www.sciencedirect.com/science/article/pii/S187705091632528

https://doi.org/10.1016/j.procs.2016.09.355

  • Anna T. Lawniczak, Leslie Ly, Shengkun Xie, Fei Yu, (2016), “Effects of Agents’ Fear, Desire and Knowledge on Their Success When Crossing a CA Based Highway”, ACRI 2016, LNCS 9863, 2016, pp. 446-455. Proceedings of 12th International conference on Cellular Automata for Research and Industry - ACRI 2016, Fez Morocco, September 5-8, 2016. Published: Book: Cellular Automata, Chapter No: 44, Chapter DOI:10.1007/978-3-319-44365-2_44

https://link.springer.com/chapter/10.1007/978-3-319-44365-2_44

www.springer.com/gp/book/9783319443645

  • Anna T. Lawniczak, Leslie Ly, Fei Yu, Shengkun Xie, (2016), “Effects of Model Parameter Interactions on Naïve Creatures’ Success of Learning to Cross a Highway”, Proceedings of The 2016 IEEE Congress on Evolutionary Computation (IEEE CEC 2016), part of IEEE World Congress on Computational Intelligence (IEEE WCCI), Vancouver, Canada, 24-29 July 2016, pp. 693-702, Published: 24 July 2016. SS CEC-22: Evolutionary Robotics

http://ieeexplore.ieee.org/document/7743860/ https://doi.org/10.1109/CEC.2016.7743860

  • Anna T. Lawniczak, Leslie Ly, Fei Yu, (2016),“Success Rate of Creatures Crossing a Highway as a Function of Model Parameters”, Proceedings of International Conference on Computational Science 2016, ICCS 2016, 6-8 June 2016, San Diego, California, USA, Procedia Computer Science, Elsevier, Vol. 80, 2016, pp-542-553. Published: June 06, 2016.

http://dx.doi.org/10.1016/j.procs.2016.05.334

http://www.sciencedirect.com/science/article/pii/S1877050916307487

  • Anna T. Lawniczak, Leslie Ly, Fei Yu, (2016), “Effects of Simulation Parameters on Naïve Creatures Learning to Safely Cross a Highway on Bimodal Threshold Nature of Success”, Proceedings of International Conference on Computational Science 2016, ICCS 2016, 6-8 June 2016, San Diego, California, USA, Procedia Computer Science, Elsevier, Vol. 80, 2016, Pages 2382–2386. Published: June 06, 2016.

doi:10.1016/j.procs.2016.05.456

http://www.sciencedirect.com/science/article/pii/S1877050916309401

  • Leslie Ly, Anna T. Lawniczak, Fei Yu, (2016), “Quantifying Simulation Parameters’ Effects on Naïve Creatures Learning to Safely Cross a Highway using Regression Trees”, Proceedings of SSIC-2015 (2015 Summer Solstice 7th International Conference on Discrete Models of Complex Systems), The Fields Institute, Toronto, Canada, 16-19 June 2015, Acta Physica Polonica B (Proceedings Supplement), Vol 9(1), 2016, pp. 77-93. Date Published: April 2016.

http://www.actaphys.uj.edu.pl/fulltext?series=Sup&vol=9&page=77

  • Anna T. Lawniczak, Bruno N. Di Stefano, Leslie Ly, Shengkun Xie, (2016),“Performance of Population of Naïve Creatures with Fear and Desire Capable of Observational Social Learning”, Proceedings of SSIC-2015 (2015 Summer Solstice 7th International Conference on Discrete Models of Complex Systems), The Fields Institute, Toronto, Canada, 16-19 June 2015, Acta Physica Polonica B (Proceedings Supplement), Vol 9(1), 2016, pp. 95-107. Date Published April 2016.

http://www.actaphys.uj.edu.pl/fulltext?series=Sup&vol=9&page=95

  • Anna T. Lawniczak, Bruno N. Di Stefano, Jason B. Ernst, (2015), “Stochastic Model of Cognitive Agents Learning to Cross a Highway”, In: A. Steland, E. Rafajlowicz, K. Szajowski (eds.), Proc. of Stochastic Models, Statistics and their Applications, Wrocalw Poland, 16-22 February 2015, Springer Proceedings in Mathematics and Statistics, Vol. 122. pp.319-326, Published: February 05, 2015.
  • Shengkun Xie, Sridhar Krishnan, Anna T. Lawniczak, (2015), “Learning Dictionary via Wavelet Sparse Principal Component Analysis”, ICPRAM 2015, The 4th International Conference on Pattern Recognition Applications and Methods, Lisbon, Portugal, 10-12 January 2015, SciTePress, 199-203.
  • Anna T. Lawniczak, Bruno N. Di Stefano, Jason B. Ernst, (2014), “Naïve Creature Learns to Cross a Highway in a Simulated CA-Like Environment”, 2014 IEEE Symposium on Intelligent Agents (IA), Orlando, FL, 09–12 December 2014, pp. 30–37 (2014).
  • Anna T. Lawniczak, Jason B. Ernst, Bruno N. Di Stefano, (2014), “Biomimicry Based Learning Outcomes of Simple Cognitive Agents”, Procedia Computer Science, Elsevier, Vol. 36, 2014, Pages 508-514, Proc. Complex Adaptive Systems Philadelphia, PA November 3-5, 2014,

http://dx.doi.org/10.1016/j.procs.2014.09.031

· Publisher Elsevier, ISSN: 18770509

· Best Paper Award, Complex Adaptive Systems 2014, THEORETICAL AWARD

  • Anna T. Lawniczak, Bruno N. Di Stefano, Jason B. Ernst, “Software Implementation of Population of Cognitive Agents Learning to Cross a Highway", In: Wąs, J., Sirakoulis, G.C., Bandini, S. (eds.) ACRI 2014. LNCS, vol. 8751, pp. 688–697. Springer, Heidelberg (2014), Krakow, Poland, 22-25 September 2014. Published: 22 September 2016. Proceedings of 11th International conference on Cellular Automata for Research and Industry - ACRI 2014
  • A.T. Lawniczak, J.B. Ernst, B.N. Di Stefano, (2014), “Naïve Creature with Fear and Desire Learning to Cross a Highway”, Proc. of ICCS 2014 (International Conference on Computational Science 2014), Cairns, Australia, June 10-12, 2014, Elsevier Procedia Computer Science, Vol. 29, 2014, pp. 343-353. Published on line June 06, 2014.

DOI information: 10.1016/j.procs.2014.05.031

  • A.T. Lawniczak, J.B. Ernst, B.N. Di Stefano, (2014), “Improved Performance of Naïve Creature Learning to Cross a Highway”, Proceedings of 27nd IEEE CCECE 2014/CCGEI 2014, Toronto, Canada, May 04-07, 2014, 6 pages.
  • A.T. Lawniczak, J.B. Ernst, B.N. Di Stefano, (2014),“Biomimicry Based Cognitive Agent and its Simulator”, Proceedings of 27nd IEEE CCECE 2014/CCGEI 2014, Toronto, Canada, May 04-07, 2014, 7 pages.
  • Shengkun Xie, Anna.T. Lawniczak, Pietro Lio, Sridhar Krishnan, (2013), “Feature Extraction by Multi-scale Principal Component Analysis and Classification in Spectral Domain”, Engineering Vol. 5, 2013, pp. 268-271, ISSN online: 1947-3931, ISSN Print: 1947-394X, Proceedings of The 7th International Conference on Bioinformatics and Biomedical Engineering (iCBBE 2013), Beijing, China, September 26th to 28th, 2013, submitted June 2013, 4 pages.

http://www.scirp.org/journal/PaperInformation.aspx?PaperID=38874#.U9WImUiEhnE

DOI: 10.4236/eng.2013.510B056

  • S. Xie, A. T. Lawniczak, S. Krishnan, (2013), “Noise Effects On Spatial Pattern Data Classification using Wavelet Kernel PCA:A Monte Carlo Simulation Study”, Advances in Neural Networks- ISNN 2013, Springer Lecture Notes in Computer Science, Vol. 7951, May 28 2013, pp. 273-282, Proceedings of The 10th International Symposium on Neural Networks (ISNN 2013), Dalian, July 4-6, 2013, 10 pages.
  • A. T. Lawniczak, J. Ernst, B. N. Di Stefano, (2013), “Simulated Naïve Creature Crossing a Highway”, Proc. of ICCS 2013 (International Conference on Computational Science 2013), Barcelona, Spain, June 5-7, 2013, Elsevier Procedia Computer Science, Volume 18, 2013, Pages 2611–2614. http://www.sciencedirect.com/science/article/pii/S1877050913005954

DOI: 10.1016/j.procs.2013.05.452

  • S. Xie, A.T. Lawniczak, (2012), "Stationary Load Increase of Computer Network Traffic Via Dynamic Principal Component Analysis”, ISRN Computational Mathematics, Volume 2012 (2012), Article ID 103509, 10 pages.

doi:10.5402/2012/103509

  • A.T. Lawniczak, J. Ernst, B.N. Di Stefano, (2012), “Creature Learning To Cross A CA Simulated Road”, in Cellular Automata, Proceedings of 10th International Conference on Cellular Automata for Research and Industry, ACRI 2012, Eds.: G.C. Sirakoulis, S. Bandini Santorini Island, Greece, September 24-27, 2012. Springer-Verlag Lecture Notes in Computer Science, Vol. 7495, 2012, pp. 425-433.
  • S. Xie, A.T. Lawniczak, S. Krishnan, P. Lio, (2012) “Wavelet Kernel Principal Component Analysis in Noisy Multiscale Data Classification”, ISRN Computational Mathematics, Volume 2012 (2012), Article ID 197352, 13 pages, doi:10.5402/2012/197352
  • S. Xie, S Krishnan, A.T. Lawniczak, (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 (CISDA), Ottawa, Canada, on 11-13 July 2012, pages 6.
  • S. Xie, S Krishnan, A.T. Lawniczak, (2012), “Sparse Principal Component Extraction and Classification of Long-term Biomedical Signals”, Proceedings of The 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2012), Rome, Italy, on 20-22 June 2012, 6 pages.
  • B.N. Di Stefano, A.T. Lawniczak, (2012), “Modeling a Simple Adaptive Cognitive Agent”, Acta Physica Polonica B Proc. Supplement, Vol. 5, No. 1, 2012, pp 21-29.
  • B.N. Di Stefano, A.T. Lawniczak, “CA and Agents”, (2011), The Proceedings of the Satellite Workshops of UC 2011 (Unconventional Computing 2011): 4th International Workshop on Physics and Computation; 3rd International Hypercomputation Workshop; Summer Solstice, International Conference on Discrete Models of Complex Systems, TUCS Lecture Notes, No 14, 2 pages, June 2011, Painosalama Oy, Turku, Finland 2011. ISBN 978-952-12-2602-1.
  • A.T. Lawniczak, B.N. Di Stefano, (2011), “Effects of Distributed Denial of Service Attack On Packet Switching Network Throughput”, The Proceedings of the Satellite Workshops of UC 2011 (Unconventional Computing 2011): 4th International Workshop on Physics and Computation; 3rd International Hypercomputation Workshop; Summer Solstice, International Conference on Discrete Models of Complex Systems, TUCS Lecture Notes, No 14, 2 pages, June 2011, Painosalama Oy, Turku, Finland 2011. ISBN 978-952-12-2602-1.
  • S. Xie, A.T. Lawniczak, (2011), “Detection of Stationary Network Load Increase Using Univariate Network Aggregate Traffic Data by Dynamic PCA”, Proceedings of IEEE Symposium: Computational Intelligence for Security and Defence Applications (CISDA 2011) 2011, April 11-15, 2011, Paris, France, pages 123 – 130. ISBN:978-1-4244-9939-7, Digital Object Identifier: 10.1109/CISDA.2011.5945952
  • S. Xie, A.T. Lawniczak, (2011), “Dynamics of Number of Packets in Transit in Free Flow State of Data Network”, Acta Physica Polonica B Proc. Supplement, Vol. 4, No. 2, 2011, pages 237-248.
  • A.T. Lawniczak, B.N. Di Stefano, (2010), “Multilane Single GCA-w Based Expressway Traffic Model”, in: S. Bandini et al. (Eds.): ACRI 2010, LNCS 6350, pp. 600--612. Springer, Heidelberg (2010).
  • A. T. Lawniczak, H. Wu, B. Di Stefano, (2010), “Impact of Coupling of Distributed Denial of Service Attack with Routing on Throughput of Packet Switching Network”, in: S. Bandini et al. (Eds.): ACRI 2010, LNCS 6350, pp. 322--333. Springer, Heidelberg (2010).
  • S. Xie, A. T. Lawniczak, Y. Song and P. Lio, (2010), “Feature Extraction via Dynamic PCA for Epilepsy Diagnosis and Epileptic Seizure Detection”, in: Proceedings of 2010 IEEE International Workshop on Machine Learning For Signal Processing Formerly the IEEE Workshop on Neural Networks for Signal Processing, August 29 - September 1, 2010 Kittilä, Finland, 6 pages.
  • S. Xie, A. T. Lawniczak and P. Lio, (2010), “Features Extraction Via Wavelet Kernel PCA for Data Classification”, in: Proceedings of 2010 IEEE International Workshop on Machine Learning For Signal Processing Formerly the IEEE Workshop on Neural Networks for Signal Processing, August 29 - September 1, 2010 Kittilä, Finland, 6 pages.
  • S. Wesolkowski, Z. Sakr, B.N. Di Stefano, A.T. Lawniczak, (2010), “Multiobjective Evolutionary Optimization of a Transportation Flee with a New Monetary Cost Function”, The 2010 Summer Computer Simulation Conf. (SCSC'10), Ottawa, Canada, 11-14 July 2010, 7 pages, sub. Feb. 2010.
  • A.T. Lawniczak, B.N. Di Stefano, (2010), “Multilane Single GCA-w Agent-based Expressway Traffic Model”, in Proceedings of Automata 2010, 16th International Workshop on Cellular Automata & Discrete Complex Systems, Edited by Nazim Fates, Jarkko Kari and Thomas Worsch, Nancy, France 14-16 June, 2010, pages 245-254.
  • A.T. Lawniczak and S. Xie, (2010), “Impact of source load and routing on QoS of packets delivery”, Journal of Computational Science, Volume 1, Issue 2, June 2010, Pages 121-129. DOI information:10.1016/j.jocs.2010.03.013
  • A.T. Lawniczak, B.N. Di Stefano, (2010), “Computational intelligence based architecture for cognitive agents”, Proc. of ICCS 2010, Amsterdam, Holland, May 31 - June 2, 2010, Elsevier Procedia Computer Science, Volume 1, Issue 1, May 2010, pp. 2227-2235.
  • A.T. Lawniczak, S. Xie, (2010), “Number of packets in transit as a function of source load and routing”, Proc. of ICCS 2010, Amsterdam, Holland, May 31 - June 2, 2010, Elsevier Procedia Computer Science, Volume 1, Issue 1, May 2010, pp 2363-2370.
  • A.T. Lawniczak, B.N. Di Stefano, (2010), “Digital Laboratory of Agent-Based Highway Traffic Model”, Acta Physica Polonica B Proc. Supplement, Vol. 3, No. 2, February 2010, pp. 479-493.