| 2024 | AIST | Diagnosis of the Severity of Depression Using Speech Recording Analysis. | Ksenia Sherman, Dmitry I. Ignatov, Tatiana I. Shishkovskaya, Maria V. Khudyakova, Olga Dragoy |
| 2023 | AIST | Acne Recognition: Training Models with Experts. | Stefan Nikolic, Dmitry I. Ignatov, Peter Fedorov |
| 2023 | AIST | Is Canfield Right? On the Asymptotic Coefficients for the Maximum Antichain of Partitions and Related Counting Inequalities. | Dmitry I. Ignatov |
| 2023 | AIST | Approximate Density Computation for OA-Biclustering. | Dmitry I. Ignatov, Daria Komissarova, Kamila Usmanova, Stefan Nikolic, Andrey V. Khrunin, Gennady V. Khvorykh |
| 2023 | AIST | Development of a Visualization Tool for the Occurrence of Life Events on the Demographic Lexis Grid. | Ekaterina Mitrofanova, Dmitry I. Ignatov, Tatyana Maximova, Anna Podshivalova, Anna Muratova |
| 2023 | ECIR | Time-Dependent Next-Basket Recommendations. | Sergey Naumov, Marina Ananyeva, Oleg Lashinin, Sergey Kolesnikov, Dmitry I. Ignatov |
| 2023 | ICCS | A Note on the Number of (Maximal) Antichains in the Lattice of Set Partitions. | Dmitry I. Ignatov |
| 2023 | ICFCA | On the Maximal Independence Polynomial of the Covering Graph of the Hypercube up to n=6. | Dmitry I. Ignatov |
| 2023 | IJCAI | A Note on Counting Basic Choice Functions with Formal Concept Analysis. | Dmitry I. Ignatov |
| 2022 | RecSys | Towards Interaction-based User Embeddings in Sequential Recommender Models. | Marina Ananyeva, Oleg Lashinin, Veronika Ivanova, Sergey Kolesnikov, Dmitry I. Ignatov |
| 2021 | IJCAI | On Suboptimality of GreConD for Boolean Matrix Factorisation of Contranominal Scales. | Dmitry I. Ignatov, Alexandra Yakovleva |
| 2020 | AIST | DaNetQA: A Yes/No Question Answering Dataset for the Russian Language. | Taisia Glushkova, Alexey Machnev, Alena Fenogenova, Tatiana Shavrina, Ekaterina Artemova, Dmitry I. Ignatov |
| 2020 | AIST | Object-Attribute Biclustering for Elimination of Missing Genotypes in Ischemic Stroke Genome-Wide Data. | Dmitry I. Ignatov, Gennady V. Khvorykh, Andrey V. Khrunin, Stefan Nikolic, Makhmud Shaban, Elizaveta A. Petrova, Evgeniya A. Koltsova, Fouzi Takelait, Dmitrii Egurnov |
| 2020 | AIST | On Interpretability and Similarity in Concept-Based Machine Learning. | Lonard Kwuida, Dmitry I. Ignatov |
| 2020 | ICCS | Interpretable Concept-Based Classification with Shapley Values. | Dmitry I. Ignatov, Lonard Kwuida |
| 2019 | ICFCA | Triclustring Toolbox. | Dmitrii Egurnov, Dmitry I. Ignatov |
| 2019 | ICFCA | Preliminary Results on Mixed Integer Programming for Searching Maximum Quasi-Bicliques and Large Dense Biclusters. | Dmitry I. Ignatov |
| 2019 | ICFCA | Multimodal Clustering of Boolean Tensors on MapReduce: Experiments Revisited. | Dmitry I. Ignatov, Dmitry Tochilkin, Dmitry Egurnov |
| 2018 | AIST | Extraction of Visual Features for Recommendation of Products via Deep Learning. | Elena Andreeva, Dmitry I. Ignatov, Artem M. Grachev, Andrey V. Savchenko |
| 2018 | AIST | Tree-Based Ensembles for Predicting the Bottomhole Pressure of Oil and Gas Well Flows. | Dmitry I. Ignatov, Konstantin Sinkov, Pavel Spesivtsev, Ivan Vrabie, Vladimir Zyuzin |
| 2018 | IJCAI | Understanding Collaborative Filtering with Galois Connections. | Vladimir Kursitys, Dmitry I. Ignatov |
| 2018 | RecSys | A hybrid two-stage recommender system for automatic playlist continuation. | Vasiliy Rubtsov, Mikhail Kamenshchikov, Ilya Valyaev, Vasily A. Leksin, Dmitry I. Ignatov |
| 2018 | SIGGRAPH | Realistic post-processing of rendered 3D scenes. | Anastasia Feygina, Dmitry I. Ignatov, Ilya Makarov |
| 2017 | AIST | Predicting Winning Team and Probabilistic Ratings in "Dota 2" and "Counter-Strike: Global Offensive" Video Games. | Ilya Makarov, Dmitry Savostyanov, Boris Litvyakov, Dmitry I. Ignatov |
| 2017 | ISMIS | On Containment of Triclusters Collections Generated by Quantified Box Operators. | Dmitrii Egurnov, Dmitry I. Ignatov, Engelbert Mephu Nguifo |
| 2015 | AIST | Similarity Aggregation for Collaborative Filtering. | Sheikh Muhammad Sarwar, Mahamudul Hasan, Masum Billal, Dmitry I. Ignatov |
| 2015 | ICDM | Hospitality Exchange Services as a Source of Spatial and Social Data? | Rustam Tagiew, Dmitry I. Ignatov, Radhakrishnan Delhibabu |
| 2015 | IJCAI | RAPS: A Recommender Algorithm Based on Pattern Structures. | Dmitry I. Ignatov, Denis Kornilov |
| 2014 | AIMSA | Boolean Matrix Factorisation for Collaborative Filtering: An FCA-Based Approach. | Dmitry I. Ignatov, Elena Nenova, Natalia Konstantinova, Andrey V. Konstantinov |
| 2014 | ECAI | Can FCA-based Recommender System Suggest a Proper Classifier? | Yury Kashnitsky, Dmitry I. Ignatov |
| 2014 | ICCS | FCA-Based Recommender Models and Data Analysis for Crowdsourcing Platform Witology. | Dmitry I. Ignatov, Alexandra Yu. Kaminskaya, Natalia Konstantinova, Alexander Malyukov, Jonas Poelmans |
| 2013 | ECIR | Near-Duplicate Detection for Online-Shops Owners: An FCA-Based Approach. | Dmitry I. Ignatov, Andrey V. Konstantinov, Yana Chubis |
| 2013 | ECIR | Doctoral Consortium at ECIR 2013. | Hideo Joho, Dmitry I. Ignatov |
| 2013 | ICCS | FCA-Based Models and a Prototype Data Analysis System for Crowdsourcing Platforms. | Dmitry I. Ignatov, Alexandra Yu. Kaminskaya, Anastasya A. Bezzubtseva, Andrey V. Konstantinov, Jonas Poelmans |
| 2013 | ICDM | The Early Booking Effect and Other Determinants of Hotel Room Prices in Europe. | Anastasia A. Bezzubtseva, Dmitry I. Ignatov |
| 2013 | ICDM | Social Learning in Networks: Extraction of Deterministic Rules. | Rustam Tagiew, Dmitry I. Ignatov, Fadi Amroush |
| 2012 | ICDM | Concept-Based Biclustering for Internet Advertisement. | Dmitry I. Ignatov, Sergei O. Kuznetsov, Jonas Poelmans |
| 2011 | EDM | What Can Closed Sets of Students and Their Marks Say? | Dmitry I. Ignatov, Serafima Mamedova, Nikita Romashkin, Ivan Shamshurin |
| 2011 | EDM | How University Entrants are Choosing Their Department? Mining of University Admission Process with FCA Taxonomies. | Nikita Romashkin, Dmitry I. Ignatov, Elena Kolotova |
| 2009 | ICCS | Frequent Itemset Mining for Clustering Near Duplicate Web Documents. | Dmitry I. Ignatov, Sergei O. Kuznetsov |