Tatiana P. Makhalova

According to our database, Tatiana P. Makhalova authored at least 26 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Data complexity: An FCA-based approach.

Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli

Int. J. Approx. Reason., February, 2024

2022

Introducing the closure structure and the GDPM algorithm for mining and understanding a tabular dataset.

Tatiana Makhalova, Aleksey Buzmakov, Sergei O. Kuznetsov, Amedeo Napoli

Int. J. Approx. Reason., 2022

Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets.

Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli

Data Min. Knowl. Discov., 2022

Delta-Closure Structure for Studying Data Distribution.

Aleksey Buzmakov, Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli

CoRR, 2022

△-Closure Structure for Studying Data Distribution.

Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli

Proceedings of the IEEE International Conference on Data Mining, 2022

Experimental Study of Concise Representations of Concepts and Dependencies.

Aleksey Buzmakov, Egor Dudyrev, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli

Proceedings of the Sixteenth International Conference on Concept Lattices and Their Applications (CLA 2022) Tallinn, 2022

2021

Contributions to pattern set mining: from complex datasets to significant and useful pattern sets. (Contributions à la fouille d'ensembles de motifs: des données complexes à des ensembles de motifs signifiants et réutilisables).

Tatiana Makhalova

PhD thesis, 2021

From-below Boolean matrix factorization algorithm based on MDL.

Tatiana Makhalova, Martin Trnecka

Adv. Data Anal. Classif., 2021

Likely-Occurring Itemsets for Pattern Mining.

Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli

Proceedings of the 9th International Workshop "What can FCA do for Artificial Intelligence?" co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021

Data Overview by Means of Delta-Classes of Equivalence. The Case of the Titanic Dataset.

Aleksey Buzmakov, Sergei O. Kuznetsov, Tatiana Makhalova, Amedeo Napoli

Proceedings of the 9th International Workshop "What can FCA do for Artificial Intelligence?" co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021

2020

Discovery data topology with the closure structure. Theoretical and practical aspects.

Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli

CoRR, 2020

Closure Structure: a Deeper Insight.

Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli

Proceedings of the 8th International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI 2020) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

Adaptive Multi-model Approaches to Pattern Set Mining.

Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli

Proceedings of the 9th European Starting AI Researchers' Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

Gradual Discovery with Closure Structure of a Concept Lattice.

Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli

Proceedings of the Fifthteenth International Conference on Concept Lattices and Their Applications, 2020

2019

Linked Open Data Validity - A Technical Report from ISWS 2018.

Tayeb Abderrahmani Ghor, Esha Agrawal, Mehwish Alam, Omar Alqawasmeh, Claudia d'Amato, Amina Annane, Amr Azzam, Andrew Berezovskyi, Russa Biswas, Mathias Bonduel, Quentin Brabant, Cristina-Iulia Bucur, Elena Camossi, Valentina Anita Carriero, Shruthi Chari, David Chaves-Fraga, Fiorela Ciroku, Michael Cochez, Hubert Curien, Vincenzo Cutrona, Rahma Dandan, Danilo Dessì, Valerio Di Carlo, Ahmed El Amine Djebri, Marieke van Erp, Faiq Miftakhul Falakh, Alba Fernndez Izquierdo, Giuseppe Futia, Aldo Gangemi, Simone Gasperoni, Arnaud Grall, Lars Heling, Pierre Henri, Noura Herradi, Subhi Issa, Samaneh Jozashoori, Nyoman Juniarta, Lucie-Aimée Kaffee, Ilkcan Keles, Prashant Khare, Viktor Kovtun, Valentina Leone, Siying Li, Sven Lieber, Pasquale Lisena, Tatiana Makhalova, Ludovica Marinucci, Thomas Minier, Benjamin Moreau, Alberto Moya Loustaunau, Durgesh Nandini, Sylwia Ozdowska, Amanda Pacini de Moura, Swati Padhee, Guillermo Palma, Pedro Del Pozo Jimnez, Valentina Presutti, Roberto Reda, Ettore Rizza, Henry Rosales-Méndez, Sebastian Rudolph, Harald Sack, Luca Sciullo, Humasak Simanjuntak, Carlo Stomeo, Thiviyan Thanapalasingam, Tabea Tietz, Dalia Varanka, Maria-Esther Vidal, Michael Wolowyk, Maximilian Zocholl

CoRR, 2019

A Study of Boolean Matrix Factorization Under Supervised Settings.

Tatiana Makhalova, Martin Trnecka

Proceedings of the Formal Concept Analysis - 15th International Conference, 2019

On Coupling FCA and MDL in Pattern Mining.

Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli

Proceedings of the Formal Concept Analysis - 15th International Conference, 2019

Information Retrieval Chatbots Based on Conceptual Models.

Tatiana Makhalova, Dmitry I. Ilvovsky, Boris Galitsky

Proceedings of the Graph-Based Representation and Reasoning, 2019

Numerical Pattern Mining Through Compression.

Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli

Proceedings of the Data Compression Conference, 2019

2018

On interestingness measures of formal concepts.

Sergei O. Kuznetsov, Tatiana P. Makhalova

Inf. Sci., 2018

MDL for FCA: Is There a Place for Background Knowledge?

Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli

Proceedings of the 6th International Workshop "What can FCA do for Artificial Intelligence"? co-located with International Joint Conference on Artificial Intelligence and European Conference on Artificial Intelligence (IJCAI/ECAI 2018), 2018

A First Study on What MDL Can Do for FCA.

Tatiana P. Makhalova, Sergei O. Kuznetsov, Amedeo Napoli

Proceedings of the Fourteenth International Conference on Concept Lattices and Their Applications, 2018

2017

On Overfitting of Classifiers Making a Lattice.

Tatiana P. Makhalova, Sergei O. Kuznetsov

Proceedings of the Formal Concept Analysis - 14th International Conference, 2017

2016

On Stability of Triadic Concepts.

Sergei O. Kuznetsov, Tatyana P. Makhalova

Proceedings of the Thirteenth International Conference on Concept Lattices and Their Applications, 2016

2015

Pattern Structures for News Clustering.

Tatyana P. Makhalova, Dmitry I. Ilvovsky, Boris A. Galitsky

Proceedings of the 4th International Workshop "What can FCA do for Artificial Intelligence?", 2015

Concept Interestingness Measures: a Comparative Study.

Sergei O. Kuznetsov, Tatyana P. Makhalova

Proceedings of the Twelfth International Conference on Concept Lattices and Their Applications, 2015