Extending Context Spaces Theory by Predicting Run-Time Context. - Andrey Boytsov; Arkady B. Zaslavsky; Kåre Synnes (NEW2AN, 2009)

Extending Context Spaces Theory by Proactive Adaptation. - Andrey Boytsov; Arkady B. Zaslavsky (NEW2AN, 2010)

Context Prediction in Pervasive Computing Systems: Achievements and Challenges. - Andrey Boytsov; Arkady B. Zaslavsky (Supporting Real Time Decision-Making, 2010)

From Sensory Data to Situation Awareness: Enhanced Context Spaces Theory Approach. - Andrey Boytsov; Arkady B. Zaslavsky (DASC, 2011)

ECSTRA - Distributed Context Reasoning Framework for Pervasive Computing Systems. - Andrey Boytsov; Arkady B. Zaslavsky (NEW2AN, 2011)

Where Have You Been? Using Location Clustering and Context Awareness to Understand Places of Interest. - Andrey Boytsov; Arkady B. Zaslavsky; Zahraa Said Abdallah (NEW2AN, 2012)

Formal verification of context and situation models in pervasive computing. - Andrey Boytsov; Arkady B. Zaslavsky (Pervasive Mob. Comput., 2013)

Optimal Placement of Accelerometers for the Detection of Everyday Activities. - Ian Cleland; Basel Kikhia; Chris D. Nugent; Andrey Boytsov; Josef Hallberg; Kåre Synnes; Sally I. McClean; Dewar D. Finlay (Sensors, 2013)

Situation awareness in pervasive computing systems: reasoning, verification, prediction. - Andrey Boytsov (2013)

Structuring and Presenting Lifelogs Based on Location Data. - Basel Kikhia; Andrey Boytsov; Josef Hallberg; Zaheer ul Hussain Sani; Håkan Jonsson 001; Kåre Synnes (MindCare, 2014)

Situation Awareness Meets Ontologies: A Context Spaces Case Study. - Andrey Boytsov; Arkady B. Zaslavsky; Elif Eryilmaz; Sahin Albayrak (CONTEXT, 2015)

The Top 10 Topics in Machine Learning Revisited: A Quantitative Meta-Study. - Patrick O. Glauner; Manxing Du; Victor Paraschiv; Andrey Boytsov; Isabel Lopez Andrade; Jorge Augusto Meira; Petko Valtchev; Radu State (ESANN, 2017)

Visualizing and Exploring Dynamic High-Dimensional Datasets with LION-tSNE. - Andrey Boytsov; François Fouquet; Thomas Hartmann 001; Yves Le Traon (CoRR, 2017)

Continuous Identification in Smart Environments Using Wrist-Worn Inertial Sensors. - Alejandro Sánchez Guinea; Andrey Boytsov; Ludovic Mouline; Yves Le Traon (MobiQuitous, 2018)

Smart discovery of periodic-frequent human routines for home automation. - Alejandro Sánchez Guinea; Andrey Boytsov; Ludovic Mouline; Yves Le Traon (MobiQuitous, 2019)

Search-based adversarial testing and improvement of constrained credit scoring systems. - Salah Ghamizi; Maxime Cordy; Martin Gubri; Mike Papadakis; Andrey Boytsov; Yves Le Traon; Anne Goujon (ESEC/SIGSOFT FSE, 2020)

Towards Refined Classifications Driven by SHAP Explanations. - Yusuf Arslan; Bertrand Lebichot; Kevin Allix; Lisa Veiber; Clément Lefebvre; Andrey Boytsov; Anne Goujon; Tegawendé F. Bissyandé; Jacques Klein (CD-MAKE, 2022)

On the Suitability of SHAP Explanations for Refining Classifications. - Yusuf Arslan; Bertrand Lebichot; Kevin Allix; Lisa Veiber; Clément Lefebvre; Andrey Boytsov; Anne Goujon; Tegawendé F. Bissyandé; Jacques Klein (ICAART (3), 2022)

Exploiting Prototypical Explanations for Undersampling Imbalanced Datasets. - Yusuf Arslan; Kevin Allix; Clément Lefebvre; Andrey Boytsov; Tegawendé F. Bissyandé; Jacques Klein (ICMLA, 2022)

LuxemBERT: Simple and Practical Data Augmentation in Language Model Pre-Training for Luxembourgish. - Cedric Lothritz; Bertrand Lebichot; Kevin Allix; Lisa Veiber; Tegawendé F. Bissyandé; Jacques Klein; Andrey Boytsov; Clément Lefebvre; Anne Goujon (LREC, 2022)

Comparing Pre-Training Schemes for Luxembourgish BERT Models. - Cedric Lothritz; Saad Ezzini; Christoph Purschke; Tegawendé F. Bissyandé; Jacques Klein; Isabella Olariu; Andrey Boytsov; Clément Lefebvre; Anne Goujon (KONVENS, 2023)

Evaluating the Impact of Text De-Identification on Downstream NLP Tasks. - Cedric Lothritz; Bertrand Lebichot; Kevin Allix; Saad Ezzini; Tegawendé F. Bissyandé; Jacques Klein; Andrey Boytsov; Clément Lefebvre; Anne Goujon (NoDaLiDa, 2023)

Enhancing Text-to-SQL Translation for Financial System Design. - Yewei Song; Saad Ezzini; Xunzhu Tang; Cedric Lothritz; Jacques Klein; Tegawendé F. Bissyandé; Andrey Boytsov; Ulrick Ble; Anne Goujon (ICSE-SEIP, 2024)

CallNavi: A Study and Challenge on Function Calling Routing and Invocation in Large Language Models. - Yewei Song; Cedric Lothritz; Xunzhu Tang; Saad Ezzini; Jacques Klein; Tegawendé F. Bissyandé; Andrey Boytsov; Ulrick Ble; Anne Goujon (CoRR, 2025)