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ORCIDAndrey Boytsov
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- affiliation: University of Luxembourg, Luxembourg
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2020 – today
- 2024
[c18]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: 252-262- 2023
- [c17]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: 17-27 - [c16]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: 10-16 - [i3]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 abs/2312.14725 (2023) - 2022
- [c15]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: 68-81 - [c14]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: 395-402 - [c13]Yusuf Arslan, Kevin Allix, Clément Lefebvre, Andrey Boytsov, Tegawendé F. Bissyandé, Jacques Klein:
Exploiting Prototypical Explanations for Undersampling Imbalanced Datasets. ICMLA 2022: 1449-1454 - [c12]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: 5080-5089 - 2020
- [c11]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: 1089-1100
2010 – 2019
- 2019
- [c10]Alejandro Sánchez Guinea, Andrey Boytsov, Ludovic Mouline, Yves Le Traon:
Smart discovery of periodic-frequent human routines for home automation. MobiQuitous 2019: 268-277 - 2018
- [c9]Alejandro Sánchez Guinea, Andrey Boytsov, Ludovic Mouline, Yves Le Traon:
Continuous Identification in Smart Environments Using Wrist-Worn Inertial Sensors. MobiQuitous 2018: 87-96 - 2017
- [c8]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 - [i2]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 abs/1703.10121 (2017) - [i1]Andrey Boytsov, François Fouquet, Thomas Hartmann, Yves Le Traon:
Visualizing and Exploring Dynamic High-Dimensional Datasets with LION-tSNE. CoRR abs/1708.04983 (2017) - 2015
- [c7]Andrey Boytsov, Arkady B. Zaslavsky, Elif Eryilmaz, Sahin Albayrak:
Situation Awareness Meets Ontologies: A Context Spaces Case Study. CONTEXT 2015: 3-17 - 2014
- [c6]Basel Kikhia, Andrey Boytsov, Josef Hallberg, Zaheer ul Hussain Sani, Håkan Jonsson, Kåre Synnes:
Structuring and Presenting Lifelogs Based on Location Data. MindCare 2014: 133-144 - 2013
- [b1]Andrey Boytsov:
Situation awareness in pervasive computing systems: reasoning, verification, prediction. Luleå University of Technology, Sweden, 2013 - [j2]Andrey Boytsov, Arkady B. Zaslavsky:
Formal verification of context and situation models in pervasive computing. Pervasive Mob. Comput. 9(1): 98-117 (2013) - [j1]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): 9183-9200 (2013) - 2012
- [c5]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: 51-62 - 2011
- [c4]Andrey Boytsov, Arkady B. Zaslavsky:
From Sensory Data to Situation Awareness: Enhanced Context Spaces Theory Approach. DASC 2011: 207-214 - [c3]Andrey Boytsov, Arkady B. Zaslavsky:
ECSTRA - Distributed Context Reasoning Framework for Pervasive Computing Systems. NEW2AN 2011: 1-13 - 2010
- [c2]Andrey Boytsov, Arkady B. Zaslavsky:
Extending Context Spaces Theory by Proactive Adaptation. NEW2AN 2010: 1-12 - [p1]Andrey Boytsov, Arkady B. Zaslavsky:
Context Prediction in Pervasive Computing Systems: Achievements and Challenges. Supporting Real Time Decision-Making 2010: 35-63
2000 – 2009
- 2009
- [c1]Andrey Boytsov, Arkady B. Zaslavsky, Kåre Synnes:
Extending Context Spaces Theory by Predicting Run-Time Context. NEW2AN 2009: 8-21
Coauthor Index
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