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Amedeo Napoli

18
Documents

Publications

tatiana

Likely-Occurring Itemsets for Pattern Mining

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
FCA4AI 2021 - 9th Workshop on What can FCA do for Artificial Intelligence?, Aug 2021, Montréal/Online, Canada
Communication dans un congrès hal-03437638v1

Exploring the Dataset Structure by Means of Delta-Classes of Equivalence. The Case of the Titanic Dataset

Aleksey Buzmakov , Sergei O. Kuznetsov , Tatiana Makhalova , Amedeo Napoli
FCA4AI 2021 - 9th Workshop on What can FCA do for Artificial Intelligence?, Aug 2021, Montréal/Online, Canada
Communication dans un congrès hal-03437634v1

Adaptive Multi-model Approaches to Pattern Set Mining

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
European Starting AI Researchers' Symposium 2020, Aug 2020, Santiago Compostela, Spain
Communication dans un congrès hal-02953084v1

Closure Structure: a Deeper Insight

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
The 8th International Workshop "What can FCA do for Artificial Intelligence?", Aug 2020, Santiago de Compostela, Spain
Communication dans un congrès hal-03121356v1
Image document

Gradual Discovery with Closure Structure of a Concept Lattice

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
The 15th International Conference on Concept Lattices and Their Applications, Jun 2020, Tallinn, Estonia
Communication dans un congrès hal-02915309v1
Image document

On Coupling FCA and MDL in Pattern Mining

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
ICFCA 2019 - 15th International Conference on Formal Concept Analysis, Jun 2019, Frankfurt, Germany. pp.332-340
Communication dans un congrès hal-02162928v1
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Numerical Pattern Mining Through Compression

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
DCC 2019 - 2019 Data Compression Conference, Mar 2019, Snowbird, United States. pp.112-121, ⟨10.1109/DCC.2019.00019⟩
Communication dans un congrès hal-02162927v2

On compression, learning & searching regularity in big data

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
13es journées scientifiques, Mar 2019, Toulon, France
Communication dans un congrès hal-02162931v1
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Майнинг множеств признаков на основе сжатия: вероятностный подход

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
Proceedings of the 17th Russian Conference on Artificial Intelligence, Russian Association of Artificial Intelligence; Institute of Control Sciences Academician VA Trapeznikov; Ulyanovsk State Technical University; Federal Research Center “Computer Science and Control”, Oct 2019, Ulyanovsk, Russia. pp.164-172
Communication dans un congrès hal-02192794v1
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On Entropy in Pattern Mining

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
SFC 2019 - XXVIe Rencontres de la Société Francophone de Classification, Sep 2019, Nancy, France
Communication dans un congrès hal-02193296v1

The Application of MDL in the Mining of Numerical Data

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
The Russian-French seminar on Big Data applications, Oct 2018, Paris, France
Communication dans un congrès hal-02162932v1
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Как улучшить оценку множеств признаков с помощью принципа минимальной длины описания

Tatiana Makhalova , Sergei O Kuznetsov , Amedeo Napoli
RCAI-2018 - Russian Conference on Artificial Intelligence, Sep 2018, Moscou, Russia
Communication dans un congrès hal-01889791v1
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A First Study on What MDL Can Do for FCA

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
CLA 2018 - The 14th International Conference on Concept Lattices and Their Applications, Jun 2018, Olomouc, Czech Republic
Communication dans un congrès hal-01888453v1
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MDL for FCA: is there a place for background knowledge?

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
IJCAI ECAI 2018 - 6th International Workshop "What can FCA do for Artificial Intelligence?", Jul 2018, Stockholm, Sweden
Communication dans un congrès hal-01888440v1
Image document

What MDL can bring to Pattern Mining

Tatiana Makhalova , Sergei O. Kuznetsov , Amedeo Napoli
ISWS 2018 - International Semantic Web Research Summer School, Jul 2018, Bertinoro, Italy
Poster de conférence hal-01889792v1