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Artificial Intelligence Research Community and Associations in Poland

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
In last years Artificial Intelligence presented a tremendous progress by offering a variety of novel methods, tools and their spectacular applications. Besides showing scientific breakthroughs it attracted interest both of the general public and industry. It also opened heated debates on the impact of Artificial Intelligence on changing the economy and society. Having in mind this international landscape, in this short paper we discuss the Polish AI research community, some of its main achievements, opportunities and limitations. We put this discussion in the context of the current developments in the international AI community. Moreover, we refer to activities of Polish scientific associations and their initiative of founding Polish Alliance for the Development of Artificial Intelligence (PP-RAI). Finally two last editions of PP-RAI joint conferences are summarized.
Słowa kluczowe
Rocznik
Strony
159--177
Opis fizyczny
Bibliogr. 33 poz.
Twórcy
  • Institute of Applied Computer Science, Jagiellonian University, and AGH University of Scienceand Technology, Cracow
  • Institute of Computing Sciences, Poznan University of Technology, Poznan
Bibliografia
  • [1] Aggarwal A., Resurgence of Artificial Intelligence during 1983-2010, available at www.scryanalytics.com/articles January 2018.
  • [2] Artificial Intelligence in Society, OECD Publishing, Paris, 2019, https://doi. org/10.1787/eedfee77-en.
  • [3] Barocas S., Hardt M., Narayanan A., Fairness and machine learning. Limita-tions and opportunities. Online textbook http://www.fairmlbook.org 2020.
  • [4] Bibal A., Frenay B., Interpretability of machine learning models and representations: an introduction. Proceedings of ESANN 2016, 77-82, 2016.
  • [5] Czarnowski I., Krawiec K., Mandziuk J., Stefanowski J., Report from the First conference of Polish Alliance for the Development of Artificial Intelligence, PP- RAI 2018, In Polish, Raport z pierwszego Zjazdu Polskiego Porozumienia na Rzecz Rozwoju Sztucznej Inteligencji PP-RAI 2018 available at pp-rai.cs.put. poznan.pl/pp-rai-2018-raport.pdf, November 2018.
  • [6] Review of Artificial Intelligence Strategies in the World, (In Polish - Przeglad Strategii Rozwoju Sztucznej Inteligencji na Swiecie), Digitalpoland Warszawa 2018.
  • [7] Duch W., What is Computational Intelligence and where is it going? In: Duch W., Mandziuk J. (eds) Challenges for Computational Intelligence. Studies in Computational Intelligence, vol 63. Springer, 2007.
  • [8] Duch W., Artificial Intelligence - Poland’s chances, (In Polish Sztuczna inteligencja - szanse Polski), Sprawy Nauki, December 2019.
  • [9] Edelman AI Survey 2019. The survey comparing the U.S. general public’s perceptions of AI with those of senior tech executives, www.edelman.com/sites/g/files/aatuss191/files/2019-03/2019_ Edelman_AI_Survey_Whitepaper.pdf 2019.
  • [10] Engelbrecht A., Computational intelligence. An introduction, Wiley, 2007.
  • [11] Flasinski M., Introduction to Artificial Intelligence. Springer 2016 (based on the translation from Polish language edition: Wstep do sztucznej inteligencji, PWN 2011).
  • [12] Guidotti R., Monreale A., Ruggieri S., Turini F., Giannotti F., Pedreschi D., A Survey of Methods for Explaining Black Box Models, ACM Comput. Surv., Vol. 51, Nr 5, Article 93, 2018.
  • [13] Kacprzyk J., An international context of artificial intelligence expectations and its influence at the Polish research community, [In Polish], An invited lecture at PP-RAI 2018 conference, available at pp-rai.cs.put.poznan.pl/program/ pp-rai-2018-jerzy-kacprzyk.pdf, November 2018.
  • [14] Kazienko P., We need ambitious researchers and projects (In Polish as Potrzebujemy ambitnych badaczy i projketow) OPI Portal sztuczna inteligencja, available at www.sztucznainteligencja.org.pl/ potrzebujemy-ambitnych-badaczy-i-projektow/ 2019.
  • [15] Kopicki M.S., Belter D., Wyatt J.L., Learning Better Generative Models for Dexterous, Single-View Grasping of Novel Objects, The International Journal of Robotics Research, 38(10-11), 1246-1267, 2019.
  • [16] Krawiec K., Artificial intelligence in the world of images (In Polish as Sztuczna inteligencja w swiecie oprazow), OPI Portal sztuczna inteligencja, available at www.sztucznainteligencja.org.pl/sztuczna-inteligencja-w-swiecie-obrazow/ 2019.
  • [17] Japkowicz N. Stefanowski J. (eds.), Big Data Analysis: New Algorithms for a New Society, Studies in Big Data, Vol. 16, Springer, 2016.
  • [18] McKinsey Global AI survey: AI proves its worth but few scale impact, available at www.mckinsey.com/featured-insights/artificial-intelligence/global-ai-survey-ai-proves-its-worth-but-few-scale-impact November 2019.
  • [19] Muller V.C. Bostrom N., Future progress in artificial intelligence: A Survey of Expert Opinion. In Vincent C. Muller (ed.), Fundamental Issues of Artificial Intelligence, Springer, 553-571, 2016.
  • [20] Nalepa G.J., Slezak D., Stefanowski J., Opinia Rady Naukowej Polskiego Stowarzyszenie Sztucznej Inteligencji dla Ministerswa Cyfryzacji z dn. 07 czerwca 2018 r, [in Polish] PSSI, 2018.
  • [21] Nilsson N.J., The quest for artificial intelligence. The history of ideas and achievements, Cambridge University Press, 2010.
  • [22] One Hundred Year Study on Artificial Intelligence Report of the study panel. Stanford University, available at ai100.stanford.edu September 2016.
  • [23] Pawlak Z., Rough sets. Theoretical aspects of reasoning about data, Kluwer, 1991.
  • [24] Polish AI Researchers and their publications. (In Polish as Badacze SI i ich publikacje, Raport OPI), Information Processing Centre - OPI Institute, available at www.sztucznainteligencja.org.pl/sztuczna-inteligencja-w-polskiej-nauce-2013-2018/Warszawa 2019.
  • [25] Perez J.A., Deligianni F., Ravi D., Yang G., Artificial Intelligence and Robotics UK-RAS White Paper Series on Robotics and Autonomous Systems, 2018; available at www.ukras.org/wp-content/uploads/2018/09/UK_RAS_wp_ AI_web.pdf.
  • [26] Ramos C., Augusto J.C., Shapiro D., Ambient Intelligence - the next step for artificial intelligence, IEEE Intelligent Systems, vol. 23, 15-18, 2008.
  • [27] Russell S.J., Norvig P., Artificial Intelligence: A Modern Approach (3nd ed.), 2009.
  • [28] Rutkowski L., Who deals the cards in Polish AI. [In Polish], OPI Portal sztuczna inteligencja, Report available at www.sztucznainteligencja.org.pl/polska-w-swiecie-si/, 2019.
  • [29] Samek W., Montavon G., Lapuschkin S., Anders C., Muller K.R., Toward Interpretable Machine Learning: Transparent Deep Neural Networks and Beyond. Preprint arXiv:2003.07631, 2020.
  • [30] Skrzypczynski P., Kornuta T., Preface to the special issue on recent progress in 3-D visual perception of robots. Foundations of Computing and Decision Sciences, 42(3), 179-182, 2017.
  • [31] Slowinski R., Greco S., Matarazzo B., Rough sets in decision making. In Encyclopedia of complexity and systems science, Springer, 7753-7787, 2009.
  • [32] Stefanowsk, J., A handful of leaders don’t make spring (in Polish as Garstka liderow nie czyni wiosny) OPI Portal sztuczna inteligencja, Report available at www.sztucznainteligencja.org.pl/garstka-liderow-wiosny-nie-czyni/, 2019.
  • [33] Stefanowski J., Krawiec K., Wrembel R., Exploring complex and big data. International Journal of Applied Mathematics and Computer Science, 27(4), 669-679, 2017.
Uwagi
Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2020).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-6b445cac-7efc-40a0-968c-3243c01df975
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