Andrey Boytsov

27 papers A 1B 2C 5Journal 6Unranked 11
YearRankTypeTitle / Venue / Authors
2025 A conf
CallNavi, A challenge and empirical study on LLM function calling and routing.
EASE
Yewei Song, Xunzhu Tang, Cedric Lothritz, Saad Ezzini, Jacques Klein, Tegawendé F. Bissyandé, Andrey Boytsov, Ulrick Ble, Anne Goujon
2025 J jnl
CallNavi: A Study and Challenge on Function Calling Routing and Invocation in Large Language Models.
CoRR
Yewei Song, Cedric Lothritz, Xunzhu Tang, Saad Ezzini, Jacques Klein, Tegawendé F. Bissyandé, Andrey Boytsov, Ulrick Ble, Anne Goujon
2024 — conf
Enhancing Text-to-SQL Translation for Financial System Design.
ICSE-SEIP
Yewei Song, Saad Ezzini, Xunzhu Tang, Cedric Lothritz, Jacques Klein, Tegawendé F. Bissyandé, Andrey Boytsov, Ulrick Ble, Anne Goujon
2023 — conf
Comparing Pre-Training Schemes for Luxembourgish BERT Models.
KONVENS
Cedric Lothritz, Saad Ezzini, Christoph Purschke, Tegawendé F. Bissyandé, Jacques Klein, Isabella Olariu, Andrey Boytsov, Clément Lefebvre, Anne Goujon
2023 J jnl
Enhancing Text-to-SQL Translation for Financial System Design.
CoRR
Yewei Song, Saad Ezzini, Xunzhu Tang, Cedric Lothritz, Jacques Klein, Tegawendé F. Bissyandé, Andrey Boytsov, Ulrick Ble, Anne Goujon
2023 — conf
Evaluating the Impact of Text De-Identification on Downstream NLP Tasks.
NoDaLiDa
Cedric Lothritz, Bertrand Lebichot, Kevin Allix, Saad Ezzini, Tegawendé F. Bissyandé, Jacques Klein, Andrey Boytsov, Clément Lefebvre, Anne Goujon
2022 C conf
Exploiting Prototypical Explanations for Undersampling Imbalanced Datasets.
ICMLA
Yusuf Arslan, Kevin Allix, Clément Lefebvre, Andrey Boytsov, Tegawendé F. Bissyandé, Jacques Klein
2022 B conf
LuxemBERT: Simple and Practical Data Augmentation in Language Model Pre-Training for Luxembourgish.
LREC
Cedric Lothritz, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein, Andrey Boytsov, Clément Lefebvre, Anne Goujon
2022 — conf
On the Suitability of SHAP Explanations for Refining Classifications.
ICAART (3)
Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein
2022 C conf
Towards Refined Classifications Driven by SHAP Explanations.
CD-MAKE
Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein
2020 — conf
Search-based adversarial testing and improvement of constrained credit scoring systems.
ESEC/SIGSOFT FSE
Salah Ghamizi, Maxime Cordy, Martin Gubri, Mike Papadakis, Andrey Boytsov, Yves Le Traon, Anne Goujon
2019 C conf
Smart discovery of periodic-frequent human routines for home automation.
MobiQuitous
Alejandro Sánchez Guinea, Andrey Boytsov, Ludovic Mouline, Yves Le Traon
2018 C conf
Continuous Identification in Smart Environments Using Wrist-Worn Inertial Sensors.
MobiQuitous
Alejandro Sánchez Guinea, Andrey Boytsov, Ludovic Mouline, Yves Le Traon
2017 B conf
The Top 10 Topics in Machine Learning Revisited: A Quantitative Meta-Study.
ESANN
Patrick O. Glauner, Manxing Du, Victor Paraschiv, Andrey Boytsov, Isabel Lopez Andrade, Jorge Augusto Meira, Petko Valtchev, Radu State
2017 J jnl
The Top 10 Topics in Machine Learning Revisited: A Quantitative Meta-Study.
CoRR
Patrick O. Glauner, Manxing Du, Victor Paraschiv, Andrey Boytsov, Isabel Lopez Andrade, Jorge Augusto Meira, Petko Valtchev, Radu State
2017 J jnl
Visualizing and Exploring Dynamic High-Dimensional Datasets with LION-tSNE.
CoRR
Andrey Boytsov, François Fouquet, Thomas Hartmann, Yves Le Traon
2015 — conf
Situation Awareness Meets Ontologies: A Context Spaces Case Study.
CONTEXT
Andrey Boytsov, Arkady B. Zaslavsky, Elif Eryilmaz, Sahin Albayrak
2014 — conf
Structuring and Presenting Lifelogs Based on Location Data.
MindCare
Basel Kikhia, Andrey Boytsov, Josef Hallberg, Zaheer ul Hussain Sani, Håkan Jonsson, Kåre Synnes
2013 J jnl
Formal verification of context and situation models in pervasive computing.
Pervasive Mob. Comput.
Andrey Boytsov, Arkady B. Zaslavsky
2013 J jnl
Optimal Placement of Accelerometers for the Detection of Everyday Activities.
Sensors
Ian Cleland, Basel Kikhia, Chris D. Nugent, Andrey Boytsov, Josef Hallberg, Kåre Synnes, Sally I. McClean, Dewar D. Finlay
2013 — —
Situation awareness in pervasive computing systems: reasoning, verification, prediction.
Andrey Boytsov
2012 — conf
Where Have You Been? Using Location Clustering and Context Awareness to Understand Places of Interest.
NEW2AN
Andrey Boytsov, Arkady B. Zaslavsky, Zahraa Said Abdallah
2011 — conf
ECSTRA - Distributed Context Reasoning Framework for Pervasive Computing Systems.
NEW2AN
Andrey Boytsov, Arkady B. Zaslavsky
2011 C conf
From Sensory Data to Situation Awareness: Enhanced Context Spaces Theory Approach.
DASC
Andrey Boytsov, Arkady B. Zaslavsky
2010 — ch.
Context Prediction in Pervasive Computing Systems: Achievements and Challenges.
Supporting Real Time Decision-Making
Andrey Boytsov, Arkady B. Zaslavsky
2010 — conf
Extending Context Spaces Theory by Proactive Adaptation.
NEW2AN
Andrey Boytsov, Arkady B. Zaslavsky
2009 — conf
Extending Context Spaces Theory by Predicting Run-Time Context.
NEW2AN
Andrey Boytsov, Arkady B. Zaslavsky, Kåre Synnes