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Alignment of the polish-English Parallel Text for a Statistical Machine ＂Translation

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Computer Technology and Application 2013年第11期4卷 575-583页

作者： Krzysztof Wolk Krzysztof Marasek Multimedia Department Polish Japanese Institute of Technology Warszawa 02-008 Poland

Text alignment is crucial to the accuracy of MT （Machine Translation） systems, some NLP （Natural Language Processing） tools or any other text processing tasks requiring bilingual data. This research proposes a language independent sentence alignment approach based on polish （not position-sensitive language） to English experiments. This alignment approach was developed on the TED （Translanguage English Database） talks corpus, but can be used for any text domain or language pair. The proposed approach implements various heuristics for sentence recognition. Some of them value synonyms and semantic text structure analysis as a part of additional information. Minimization of data loss was ensured. The solution is compared to other sentence alignment implementations. Also an improvement in MT system score with text processed with the described tool is shown.

关键词： Text alignment NLP tools machine learning text corpora processing

Rough Mereology as a Tool for Knowledge Discovery and Reasoning in Intelligent Systems: A Survey

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International Journal of Intelligence Science 2013年第1期3卷 56-68页

作者： Lech Polkowski Computer Science Department Polish-Japanese Institute of Information Technology Warszawa Poland

In this work, we present an account of our recent results on applications of rough mereology to problems of 1) knowledge granulation;2) granular preprocessing in knowledge discovery by means of decision rules;3) spati... 详细信息

关键词： Knowledge Engineering Rough Mereology Granular Computing Data Mining Intelligent Robotics

A Calculus on Granules from Rough Inclusions in Information Systems

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南昌工程学院学报 2006年第2期25卷 22-27,34页

作者： Lech Polkowski polish-japanese Institute of Information Technology Koszykowa str. 86 02008 Warsaw Poland

Indiscernibility relations induced in information systems in the sense of Pawlak,define granules of knowledge as unions of their equivalence classes,leading to regular structures like Boolean algebras. Apart from Boolean operations on granules, under afixed set of attributes,that induce the partition topology on their collection, one may search for more flexible schemes that would induce in collections of granules some non-trivial topologies and in particular quasi-metrics on granules, allowing for richer structures. A way of realization of this program has been proposed as the paradigm of rough mereology; although abstract, stemming from an alternative set theory, yet it offers a calculus based on kind of quasi-metrics that allows for discussing granules from the point of view of their closeness. In thiswork, we would liketopresent theideas of this approach and basic results with short discussion of applications.

关键词： Granular Computing information systems indiscernibility rough set theory rough inclusions

Robust Image Registration Based on Mutual Information Measure

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Journal of Signal and Information Processing 2012年第2期3卷 175-178页

作者： Witold Kosinski Pawel Michalak Piotr Gut Faculty of Computer Science Polish-Japanese Institute of Information TechnologyWarszawaPoland Institute of Mechanics and Applied Computer Science Kazimierz Wielki UniversityBydgoszczPoland

A new implementation of the image registration algorithm based on the mutual information is presented for the case of medical images. The registration is achieved if the maximum of the mutual information is attained. ... 详细信息

关键词： Image Registration Mutual Information Entropy Affine Transformation Medical Images

Promotion and implementation of polish mining investments in foreign markets on the example of Latin America

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Energy Storage and Saving 2023年第4期2卷 608-614页

作者： Joanna Kulczycka Ewa Dziobek Michal Nowosielski Mineral and Energy Economy Research Institute Polish Academy of SciencesKrakow31-261Poland AGH University of Science and Technology Krakow30-059Poland

Foreign investments are essential in deepening economic relations between the EU and Latin *** Latin America is fortunate enough to have deposits of metals that have become particularly desirable due to the green industrial revolution,it remains one of the dominant directions of exploration and investment in the mining *** intensify cooperation within the mining industries based on their complementarity,common goals,and shared values,the EU-Latin America Mineral Development Network Platform was established for all entities relevant to the mining sector,not only authorities but also businesses(including SMEs)and scientific and research *** create a common European understanding of best practices in the processing and mining of raw materials in terms of social,environmental,and economic performance,voluntary EU principles for sustainable raw materials have been ***,many EU countries working on updating or implementing(Poland)mineral policies,and more and more EU and polish mining companies have been reporting non-financial aspects and impacts on local development,also in foreign *** the end of 2022,the European Commission proposed a Critical Raw Materials Act:securing the new gas&oil at the heart of our economy initiative to enhance the diversification and supply of critical raw materials to *** far,the largest polish foreign investment is a copper mine in Sierra Gorda in Chile,owned by KGHM Polska Mied´z SA together with the japanese Sumitomo Group(from February 2022,Australian mining group South32).Even according to KGHM CEO,Marcin Chludzi´nski,the Sierra Gorda mine had needed restructuring and now is a demanding but very satisfying *** reported that the revised EBITDA for 2021 was the highest and achieved PLN 10.3 billion(ca EUR 2.3 billion)year on year(+56%)and for the first time,Sierra Gorda began to pay off its liabilities towards the ***,the mine received an award in the category of large prod

关键词： Raw material policy Critical raw materials Education Mining investments