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International Journal of General Systems Volume 45, 2016 - Issue 2: Concept Lattices and Their Applications
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Original Articles

On mining complex sequential data by means of FCA and pattern structures

Aleksey BuzmakovOrpailleur, LORIA (CNRS – Inria NGE – University of Lorraine), Vandoeuvre-lès-Nancy, France.;Department of Data Analysis and Artificial Intelligence, National Research University Higher School of Economics, Moscow, Russia.Correspondence[email protected]
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Elias EghoOrpailleur, LORIA (CNRS – Inria NGE – University of Lorraine), Vandoeuvre-lès-Nancy, France.
,
Nicolas JayOrpailleur, LORIA (CNRS – Inria NGE – University of Lorraine), Vandoeuvre-lès-Nancy, France.
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Sergei O. KuznetsovDepartment of Data Analysis and Artificial Intelligence, National Research University Higher School of Economics, Moscow, Russia.
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Amedeo NapoliOrpailleur, LORIA (CNRS – Inria NGE – University of Lorraine), Vandoeuvre-lès-Nancy, France.
&
Chedy RaïssiOrpailleur, LORIA (CNRS – Inria NGE – University of Lorraine), Vandoeuvre-lès-Nancy, France.
Pages 135-159 | Received 15 Jun 2014, Accepted 30 Nov 2014, Published online: 16 Dec 2015

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Aimene Belfodil, Sergei O. Kuznetsov & Mehdi Kaytoue. (2020) On pattern setups and pattern multistructures. International Journal of General Systems 49:8, pages 785-818.
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Fapeng Nie, Xiang Li & Chang Zhou. (2024) Impact of privacy regulation involving information collection on the ride-hailing market. Omega 126, pages 103077.
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Edith Belise Kenmogne, Clémentin Tayou Djamegni, Roger Nkambou, Laurent Cabrel Tabueu Fotso & Calvin Tadmon. (2022) Efficient mining of intra-periodic frequent sequences. Array 16, pages 100263.
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Erhe Yang, Fei Hao, Yixuan Yang, Carmen De Maio, Aziz Nasridinov, Geyong Min & Laurence T. Yang. (2022) Incremental Entity Summarization With Formal Concept Analysis. IEEE Transactions on Services Computing 15:6, pages 3289-3303.
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Alexandre Bazin, Miguel Couceiro, Marie-Dominique Devignes & Amedeo Napoli. (2022) Steps towards causal Formal Concept Analysis. International Journal of Approximate Reasoning 142, pages 338-348.
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Agnès Braud, Xavier Dolques, Alain Gutierrez, Marianne Huchard, Priscilla Keip, Florence Le Ber, Pierre Martin, Cristina Nica & Pierre Silvie. 2022. Complex Data Analytics with Formal Concept Analysis. Complex Data Analytics with Formal Concept Analysis 105 134 .
Anna Muratova. (2021) Interpretability and Effectiveness of Machine Learning Methods for Sequence Mining in Various Domains. Interpretability and Effectiveness of Machine Learning Methods for Sequence Mining in Various Domains.
Anna Muratova, Ekaterina Mitrofanova & Robiul Islam. 2021. Intelligent Information and Database Systems. Intelligent Information and Database Systems 630 642 .
Victoria Snorovikhina & Alexey Zaytsev. 2021. Analysis of Images, Social Networks and Texts. Analysis of Images, Social Networks and Texts 391 403 .
Cristina Nica, Victor-Petru Almăşan & Adrian Groza. (2020) FastRCA-Seq: An efficient approach for extracting hierarchies of multilevel closed partially-ordered patterns. Knowledge-Based Systems 210, pages 106533.
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Nida Meddouri & Mondher Maddouri. (2020) Efficient Closure Operators for FCA-Based Classification. International Journal of Artificial Intelligence and Machine Learning 10:2, pages 79-98.
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Cristina Nica, Agnès Braud & Florence Le Ber. (2020) RCA-Seq: An original approach for enhancing the analysis of sequential data based on hierarchies of multilevel closed partially-ordered patterns. Discrete Applied Mathematics 273, pages 232-251.
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Sébastien Ferré, Marianne Huchard, Mehdi Kaytoue, Sergei O. Kuznetsov & Amedeo Napoli. 2020. A Guided Tour of Artificial Intelligence Research. A Guided Tour of Artificial Intelligence Research 411 445 .
Gunawan, Hanes & Catherine. (2019) Information Systems Students' Study Performance Prediction Using Data Mining Approach. Information Systems Students' Study Performance Prediction Using Data Mining Approach.
Jessie Carbonnel, Marianne Huchard & Clémentine Nebut. (2019) Towards complex product line variability modelling: Mining relationships from non-boolean descriptions. Journal of Systems and Software 156, pages 341-360.
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Tin Truong, Hai Duong, Bac Le & Philippe Fournier-Viger. (2019) FMaxCloHUSM: An efficient algorithm for mining frequent closed and maximal high utility sequences. Engineering Applications of Artificial Intelligence 85, pages 1-20.
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Nyoman Juniarta, Miguel Couceiro, Amedeo Napoli & Chedy Raissi. (2018) Sequence Mining within Formal Concept Analysis for Analyzing Visitor Trajectories. Sequence Mining within Formal Concept Analysis for Analyzing Visitor Trajectories.
Jessie Carbonnel, Marianne Huchard & Clémentine Nebut. (2018) Towards the Extraction of Variability Information to Assist Variability Modelling of Complex Product Lines. Towards the Extraction of Variability Information to Assist Variability Modelling of Complex Product Lines.
Yong Liu & Xueqing Li. (2017) Application of Formal Concept Analysis in Association Rule Mining. Application of Formal Concept Analysis in Association Rule Mining.
Cristina Nica, Agnès Braud, Xavier Dolques, Marianne Huchard & Florence Le Ber. 2016. Graph-Based Representation and Reasoning. Graph-Based Representation and Reasoning 17 30 .
Mehdi Kaytoue, Victor Codocedo, Aleksey Buzmakov, Jaume Baixeries, Sergei O. Kuznetsov & Amedeo Napoli. 2015. Machine Learning and Knowledge Discovery in Databases. Machine Learning and Knowledge Discovery in Databases 227 231 .

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