Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI at IJCAI 2015)

Буэнос-Айрес : 2015.

Научный редактор: Sergei O. Kuznetsov, A. Napoli, S. Rudolph

The three preceding editions of the FCA4AI Workshop showed that many researchers working in Artificial Intelligence are deeply interested by a well-founded method for classi- fication and mining such as Formal Concept Analysis (see http://www.fca4ai.hse.ru/). The first edition of FCA4AI was co-located with ECAI 2012 in Montpellier and published as http://ceur-ws.org/Vol-939/, the second edition was co-located with IJCAI 2013 in Beijing and published as http://ceur-ws.org/Vol-1058/, and finally the third edition was co-located with ECAI 2014 in Prague and published as http://ceur-ws.org/Vol-1257/. Based on that, we decided to continue the series and we took the chance to organize a new edition of the workshop in Buenos Aires at the IJCAI 2015 Conference. This year, the workshop has again attracted many different researchers working on actual and important topics, e.g. recommendation, linked data, classification, biclustering, pattern mining, ontology design, and various applications. This shows the diversity and the richness of the relations between FCA and AI. Moreover, this is a good sign for the future and especially for young researchers that are at the moment working in this area or who will do.

Главы книги

Lazy Associative Graph Classification

Кашницкий Ю. С., Sergei O. Kuznetsov, , in: Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI at IJCAI 2015).: Buenos Aires: [б.и.], 2015. P. 63–74.

Добавлено: 5 августа 2015 г.

Lazy Classication with Interval Pattern Structures: Application to Credit Scoring

Masyutin A., Кашницкий Ю. С., Кузнецов С. О., , in: Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI at IJCAI 2015).: Buenos Aires: [б.и.], 2015. P. 43–54.

Добавлено: 5 августа 2015 г.

RAPS: A Recommender Algorithm Based on Pattern Structures

Игнатов Д. И., Корнилов Д. И., , in: Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI at IJCAI 2015).: Buenos Aires: [б.и.], 2015. P. 87–98.

Добавлено: 23 октября 2015 г.

Pattern structures for news clustering

Махалова Т. П., Ильвовский Д. А., Galitsky B., , in: Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI at IJCAI 2015).: Buenos Aires: [б.и.], 2015. P. 35–42.

Usually web search results are represented as long list of document snippets. It is difficult for users to navigate through this collection of text. We propose clustering method that uses pattern structure constructed on augmented syntactic parse trees. In addition, we compare our method to other clustering methods and demonstrate the limitations of the competitive ...

Добавлено: 11 октября 2016 г.

Ключевые слова: data mining, Formal Concept Analysis, knowledge discovery, machine learning, information retrieval

ПУБЛИКАЦИЯ ПОДГОТОВЛЕНА ПО РЕЗУЛЬТАТАМ ПРОЕКТА: Интеллектуальный анализ данных на основе решеток замкнутых описаний и прикладных онтологий (2015)