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@article{DBLP:journals/envsoft/MaciagBPSLK23,
  author       = {Piotr S. Maciag and
                  Robert Bembenik and
                  Aleksandra Piekarzewicz and
                  Javier Del Ser and
                  Jesus L. Lobo and
                  Nikola K. Kasabov},
  title        = {Effective air pollution prediction by combining time series decomposition
                  with stacking and bagging ensembles of evolving spiking neural networks},
  journal      = {Environ. Model. Softw.},
  volume       = {170},
  pages        = {105851},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.envsoft.2023.105851},
  doi          = {10.1016/J.ENVSOFT.2023.105851},
  timestamp    = {Sat, 08 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/envsoft/MaciagBPSLK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jbd/MaciagBD23,
  author       = {Piotr S. Maciag and
                  Robert Bembenik and
                  Artur Dubrawski},
  title        = {Discovery of crime event sequences with constricted spatio-temporal
                  sequential patterns},
  journal      = {J. Big Data},
  volume       = {10},
  number       = {1},
  pages        = {98},
  year         = {2023},
  url          = {https://doi.org/10.1186/s40537-023-00780-x},
  doi          = {10.1186/S40537-023-00780-X},
  timestamp    = {Wed, 14 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbd/MaciagBD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccece/MaciagDRKC23,
  author       = {Tim Maciag and
                  Trevor Douglas and
                  S. M. Rizwan Islam Rhythm and
                  Ramona Kyabaggu and
                  Cheryl A. Camillo},
  title        = {A Design Iteration Towards a Multi-Modal Software System for Improving
                  Home Care Experiences in Saskatchewan},
  booktitle    = {{IEEE} Canadian Conference on Electrical and Computer Engineering,
                  {CCECE} 2023, Regina, SK, Canada, September 24-27, 2023},
  pages        = {463--468},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CCECE58730.2023.10288903},
  doi          = {10.1109/CCECE58730.2023.10288903},
  timestamp    = {Thu, 09 Nov 2023 15:01:12 +0100},
  biburl       = {https://dblp.org/rec/conf/ccece/MaciagDRKC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/hij/MaciagABCS22,
  author       = {Tomasz T. Maciag and
                  Kai van Amsterdam and
                  Albertus Ballast and
                  Fokie Cnossen and
                  Michel M. R. F. Struys},
  title        = {Machine learning in anesthesiology: Detecting adverse events in clinical
                  practice},
  journal      = {Health Informatics J.},
  volume       = {28},
  number       = {3},
  pages        = {146045822211128},
  year         = {2022},
  url          = {https://doi.org/10.1177/14604582221112855},
  doi          = {10.1177/14604582221112855},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/hij/MaciagABCS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/fedcsis/MaciagSSR22,
  author       = {Piotr S. Maciag and
                  Wojciech Sitek and
                  Lukasz Skonieczny and
                  Henryk Rybinski},
  editor       = {Maria Ganzha and
                  Leszek A. Maciaszek and
                  Marcin Paprzycki and
                  Dominik Slezak},
  title        = {A Comparative Study of Short Text Classification with Spiking Neural
                  Networks},
  booktitle    = {Proceedings of the 17th Conference on Computer Science and Intelligence
                  Systems, FedCSIS 2022, Sofia, Bulgaria, September 4-7, 2022},
  series       = {Annals of Computer Science and Information Systems},
  volume       = {30},
  pages        = {79--88},
  year         = {2022},
  url          = {https://doi.org/10.15439/2022F184},
  doi          = {10.15439/2022F184},
  timestamp    = {Tue, 07 May 2024 20:06:45 +0200},
  biburl       = {https://dblp.org/rec/conf/fedcsis/MaciagSSR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2112-01863,
  author       = {Piotr S. Maciag and
                  Robert Bembenik and
                  Artur Dubrawski},
  title        = {Discovery of Crime Event Sequences with Constricted Spatio-Temporal
                  Sequential Patterns},
  journal      = {CoRR},
  volume       = {abs/2112.01863},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.01863},
  eprinttype    = {arXiv},
  eprint       = {2112.01863},
  timestamp    = {Tue, 07 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-01863.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/complexis/Maciag20,
  author       = {Rafal Maciag},
  editor       = {Reinhold Behringer and
                  Victor Chang},
  title        = {Knowledge as a Complex Phenomenon},
  booktitle    = {Proceedings of the 5th International Conference on Complexity, Future
                  Information Systems and Risk, {COMPLEXIS} 2020, Prague, Czech Republic,
                  May 8-9, 2020},
  pages        = {113--119},
  publisher    = {{SCITEPRESS}},
  year         = {2020},
  url          = {https://doi.org/10.5220/0009513201130119},
  doi          = {10.5220/0009513201130119},
  timestamp    = {Thu, 04 Jun 2020 16:55:03 +0200},
  biburl       = {https://dblp.org/rec/conf/complexis/Maciag20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/envsoft/MaciagKKB19,
  author       = {Piotr S. Maciag and
                  Nikola K. Kasabov and
                  Marzena Kryszkiewicz and
                  Robert Bembenik},
  title        = {Air pollution prediction with clustering-based ensemble of evolving
                  spiking neural networks and a case study for London area},
  journal      = {Environ. Model. Softw.},
  volume       = {118},
  pages        = {262--280},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.envsoft.2019.04.012},
  doi          = {10.1016/J.ENVSOFT.2019.04.012},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/envsoft/MaciagKKB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icpram/Maciag19,
  author       = {Piotr S. Maciag},
  editor       = {Maria De Marsico and
                  Gabriella Sanniti di Baja and
                  Ana L. N. Fred},
  title        = {A Framework for Discovering Frequent Event Graphs from Uncertain Event-based
                  Spatio-temporal Data},
  booktitle    = {Proceedings of the 8th International Conference on Pattern Recognition
                  Applications and Methods, {ICPRAM} 2019, Prague, Czech Republic, February
                  19-21, 2019},
  pages        = {656--663},
  publisher    = {SciTePress},
  year         = {2019},
  url          = {https://doi.org/10.5220/0007411206560663},
  doi          = {10.5220/0007411206560663},
  timestamp    = {Fri, 07 Jun 2019 11:33:50 +0200},
  biburl       = {https://dblp.org/rec/conf/icpram/Maciag19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icpram/MaciagB19,
  author       = {Piotr S. Maciag and
                  Robert Bembenik},
  editor       = {Maria De Marsico and
                  Gabriella Sanniti di Baja and
                  Ana L. N. Fred},
  title        = {A Novel Breadth-first Strategy Algorithm for Discovering Sequential
                  Patterns from Spatio-temporal Data},
  booktitle    = {Proceedings of the 8th International Conference on Pattern Recognition
                  Applications and Methods, {ICPRAM} 2019, Prague, Czech Republic, February
                  19-21, 2019},
  pages        = {459--466},
  publisher    = {SciTePress},
  year         = {2019},
  url          = {https://doi.org/10.5220/0007355804590466},
  doi          = {10.5220/0007355804590466},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpram/MaciagB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bdas/Maciag17,
  author       = {Piotr S. Maciag},
  editor       = {Stanislaw Kozielski and
                  Dariusz Mrozek and
                  Pawel Kasprowski and
                  Bozena Malysiak{-}Mrozek and
                  Daniel Kostrzewa},
  title        = {A Survey on Data Mining Methods for Clustering Complex Spatiotemporal
                  Data},
  booktitle    = {Beyond Databases, Architectures and Structures. Towards Efficient
                  Solutions for Data Analysis and Knowledge Representation - 13th International
                  Conference, {BDAS} 2017, Ustro{\'{n}}, Poland, May 30 - June
                  2, 2017, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {716},
  pages        = {115--126},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-58274-0\_10},
  doi          = {10.1007/978-3-319-58274-0\_10},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bdas/Maciag17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/mbec/MesteJKPKMM15,
  author       = {Olivier Meste and
                  Dariusz Janusek and
                  S. Karczmarewicz and
                  Andrzej Przybylski and
                  Michal Kania and
                  A. Maciag and
                  Roman Maniewski},
  title        = {Improved robust T-wave alternans detectors},
  journal      = {Medical Biol. Eng. Comput.},
  volume       = {53},
  number       = {4},
  pages        = {361--370},
  year         = {2015},
  url          = {https://doi.org/10.1007/s11517-015-1243-5},
  doi          = {10.1007/S11517-015-1243-5},
  timestamp    = {Wed, 09 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mbec/MesteJKPKMM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/rsctc/HeptingSMAS10,
  author       = {Daryl H. Hepting and
                  Richard Spring and
                  Timothy Maciag and
                  Katherine Arbuthnott and
                  Dominik Slezak},
  editor       = {Marcin S. Szczuka and
                  Marzena Kryszkiewicz and
                  Sheela Ramanna and
                  Richard Jensen and
                  Qinghua Hu},
  title        = {Classification of Facial Photograph Sorting Performance Based on Verbal
                  Descriptions},
  booktitle    = {Rough Sets and Current Trends in Computing - 7th International Conference,
                  {RSCTC} 2010, Warsaw, Poland, June 28-30,2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6086},
  pages        = {570--579},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13529-3\_61},
  doi          = {10.1007/978-3-642-13529-3\_61},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/HeptingSMAS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/rsfdgrc/HeptingMSAS09,
  author       = {Daryl H. Hepting and
                  Timothy Maciag and
                  Richard Spring and
                  Katherine Arbuthnott and
                  Dominik Slezak},
  editor       = {Hiroshi Sakai and
                  Mihir K. Chakraborty and
                  Aboul Ella Hassanien and
                  Dominik Slezak and
                  William Zhu},
  title        = {A Rough Sets Approach for Personalized Support of Face Recognition},
  booktitle    = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 12th International
                  Conference, RSFDGrC 2009, Delhi, India, December 15-18, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5908},
  pages        = {201--208},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-10646-0\_24},
  doi          = {10.1007/978-3-642-10646-0\_24},
  timestamp    = {Fri, 14 Jan 2022 14:25:23 +0100},
  biburl       = {https://dblp.org/rec/conf/rsfdgrc/HeptingMSAS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bioinformatics/CavalieriCTMKGAD07,
  author       = {Duccio Cavalieri and
                  Cinzia Castagnini and
                  Simona Toti and
                  Karolina Maciag and
                  Thomas Kelder and
                  Luca Gambineri and
                  Samuele Angioli and
                  Piero Dolara},
  title        = {Eu.Gene Analyzer a tool for integrating gene expression data with
                  pathway databases},
  journal      = {Bioinform.},
  volume       = {23},
  number       = {19},
  pages        = {2631--2632},
  year         = {2007},
  url          = {https://doi.org/10.1093/bioinformatics/btm333},
  doi          = {10.1093/BIOINFORMATICS/BTM333},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/CavalieriCTMKGAD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/fbit/MaciagHHS07,
  author       = {Timothy Maciag and
                  Daryl H. Hepting and
                  Robert J. Hilderman and
                  Dominik Slezak},
  editor       = {Daniel Howard and
                  Phill{-}Kyu Rhee},
  title        = {Evaluation of a Dominance-Based Rough Set Approach to Interface Design},
  booktitle    = {Frontiers in the Convergence of Bioscience and Information Technologies
                  2007, {FBIT} 2007, Jeju Island, Korea, October 11-13, 2007},
  pages        = {409--416},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/FBIT.2007.54},
  doi          = {10.1109/FBIT.2007.54},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/fbit/MaciagHHS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijde/GiordanoM02,
  author       = {Joseph Giordano and
                  Chester Maciag},
  title        = {Cyber Forensics: {A} Military Operations Perspective},
  journal      = {Int. J. Digit. EVid.},
  volume       = {1},
  number       = {2},
  year         = {2002},
  url          = {http://www.utica.edu/academic/institutes/ecii/publications/articles/A04843F3-99E5-632B-FF420389C0633B1B.pdf},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijde/GiordanoM02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/noms/HaririKVKHM98,
  author       = {Salim Hariri and
                  Yoonhee Kim and
                  K. Varshney and
                  R. Kaminski and
                  D. Hague and
                  C. Maciag},
  editor       = {Shaygan Kheradpir},
  title        = {A framework for end-to-end proactive network management},
  booktitle    = {1998 Network Operations and Management Symposium, {NOMS} 98, New Orleans,
                  LA, USA, February 15-20, 1998. Proceedings},
  pages        = {280--286},
  publisher    = {{IEEE}},
  year         = {1998},
  url          = {https://doi.org/10.1109/NOMS.1998.654902},
  doi          = {10.1109/NOMS.1998.654902},
  timestamp    = {Wed, 16 Oct 2019 14:14:54 +0200},
  biburl       = {https://dblp.org/rec/conf/noms/HaririKVKHM98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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