Andrey Boytsov

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 14

Top Topics

Imbalanced Datasets

Home Automation

Textual Entailment

Top Venues

Publications

Yewei Song, Saad Ezzini, Xunzhu Tang, Cedric Lothritz, Jacques Klein, Tegawendé F. Bissyandé, Andrey Boytsov, Ulrick Ble, Anne Goujon
Enhancing Text-to-SQL Translation for Financial System Design. ICSE-SEIP (2024)
Yewei Song, Saad Ezzini, Xunzhu Tang, Cedric Lothritz, Jacques Klein, Tegawendé F. Bissyandé, Andrey Boytsov, Ulrick Ble, Anne Goujon
Enhancing Text-to-SQL Translation for Financial System Design. CoRR (2023)
Cedric Lothritz, Saad Ezzini, Christoph Purschke, Tegawendé F. Bissyandé, Jacques Klein, Isabella Olariu, Andrey Boytsov, Clément Lefebvre, Anne Goujon
Comparing Pre-Training Schemes for Luxembourgish BERT Models. KONVENS (2023)
Cedric Lothritz, Bertrand Lebichot, Kevin Allix, Saad Ezzini, Tegawendé F. Bissyandé, Jacques Klein, Andrey Boytsov, Clément Lefebvre, Anne Goujon
Evaluating the Impact of Text De-Identification on Downstream NLP Tasks. NoDaLiDa (2023)
Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein
On the Suitability of SHAP Explanations for Refining Classifications. ICAART (3) (2022)
Yusuf Arslan, Kevin Allix, Clément Lefebvre, Andrey Boytsov, Tegawendé F. Bissyandé, Jacques Klein
Exploiting Prototypical Explanations for Undersampling Imbalanced Datasets. ICMLA (2022)
Cedric Lothritz, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein, Andrey Boytsov, Clément Lefebvre, Anne Goujon
LuxemBERT: Simple and Practical Data Augmentation in Language Model Pre-Training for Luxembourgish. LREC (2022)
Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein
Towards Refined Classifications Driven by SHAP Explanations. CD-MAKE (2022)
Salah Ghamizi, Maxime Cordy, Martin Gubri, Mike Papadakis, Andrey Boytsov, Yves Le Traon, Anne Goujon
Search-based adversarial testing and improvement of constrained credit scoring systems. ESEC/SIGSOFT FSE (2020)
Alejandro Sánchez Guinea, Andrey Boytsov, Ludovic Mouline, Yves Le Traon
Smart discovery of periodic-frequent human routines for home automation. MobiQuitous (2019)
Alejandro Sánchez Guinea, Andrey Boytsov, Ludovic Mouline, Yves Le Traon
Continuous Identification in Smart Environments Using Wrist-Worn Inertial Sensors. MobiQuitous (2018)
Andrey Boytsov, François Fouquet, Thomas Hartmann, Yves Le Traon
Visualizing and Exploring Dynamic High-Dimensional Datasets with LION-tSNE. CoRR (2017)
Patrick O. Glauner, Manxing Du, Victor Paraschiv, Andrey Boytsov, Isabel Lopez Andrade, Jorge Augusto Meira, Petko Valtchev, Radu State
The Top 10 Topics in Machine Learning Revisited: A Quantitative Meta-Study. ESANN (2017)
Patrick O. Glauner, Manxing Du, Victor Paraschiv, Andrey Boytsov, Isabel Lopez Andrade, Jorge Augusto Meira, Petko Valtchev, Radu State
The Top 10 Topics in Machine Learning Revisited: A Quantitative Meta-Study. CoRR (2017)
Andrey Boytsov, Arkady B. Zaslavsky, Elif Eryilmaz, Sahin Albayrak
Situation Awareness Meets Ontologies: A Context Spaces Case Study. CONTEXT (2015)
Basel Kikhia, Andrey Boytsov, Josef Hallberg, Zaheer ul Hussain Sani, Håkan Jonsson, Kåre Synnes
Structuring and Presenting Lifelogs Based on Location Data. MindCare (2014)
Andrey Boytsov, Arkady B. Zaslavsky
Formal verification of context and situation models in pervasive computing. Pervasive Mob. Comput. 9 (1) (2013)
Ian Cleland, Basel Kikhia, Chris D. Nugent, Andrey Boytsov, Josef Hallberg, Kåre Synnes, Sally I. McClean, Dewar D. Finlay
Optimal Placement of Accelerometers for the Detection of Everyday Activities. Sensors 13 (7) (2013)
Andrey Boytsov, Arkady B. Zaslavsky, Zahraa Said Abdallah
Where Have You Been? Using Location Clustering and Context Awareness to Understand Places of Interest. NEW2AN (2012)
Andrey Boytsov, Arkady B. Zaslavsky
From Sensory Data to Situation Awareness: Enhanced Context Spaces Theory Approach. DASC (2011)
Andrey Boytsov, Arkady B. Zaslavsky
ECSTRA - Distributed Context Reasoning Framework for Pervasive Computing Systems. NEW2AN (2011)
Andrey Boytsov, Arkady B. Zaslavsky
Extending Context Spaces Theory by Proactive Adaptation. NEW2AN (2010)
Andrey Boytsov, Arkady B. Zaslavsky, Kåre Synnes
Extending Context Spaces Theory by Predicting Run-Time Context. NEW2AN (2009)