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Andrey Boytsov
Andrey Boytsov
Data Scientist, BGL BNP Paribas
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Year
Optimal placement of accelerometers for the detection of everyday activities
I Cleland, B Kikhia, C Nugent, A Boytsov, J Hallberg, K Synnes, ...
Sensors 13 (7), 9183-9200, 2013
4782013
Extending context spaces theory by proactive adaptation
A Boytsov, A Zaslavsky
Conference on Smart Spaces, 1-12, 2010
352010
Extending context spaces theory by predicting run-time context
A Boytsov, A Zaslavsky, K Synnes
Conference on Smart Spaces, 8-21, 2009
332009
ECSTRA–distributed context reasoning framework for pervasive computing systems
A Boytsov, A Zaslavsky
Conference on Smart Spaces, 1-13, 2011
262011
Formal verification of context and situation models in pervasive computing
A Boytsov, A Zaslavsky
Pervasive and mobile computing 9 (1), 98-117, 2013
252013
Context prediction in pervasive computing systems: Achievements and challenges
A Boytsov, A Zaslavsky
Supporting Real Time Decision-Making: The Role of Context in Decision …, 2011
252011
From sensory data to situation awareness: Enhanced Context Spaces theory approach
A Boytsov, A Zaslavsky
2011 IEEE Ninth International Conference on Dependable, Autonomic and Secure …, 2011
222011
Structuring and presenting lifelogs based on location data
B Kikhia, A Boytsov, J Hallberg, Z ul Hussain Sani, H Jonsson, K Synnes
Pervasive Computing Paradigms for Mental Health: 4th International Symposium …, 2014
202014
Context reasoning, context prediction and proactive adaptation in pervasive computing systems
A Boytsov
Luleå tekniska universitet, 2011
152011
Continuous identification in smart environments using wrist-worn inertial sensors
AS Guinea, A Boytsov, L Mouline, Y Le Traon
Proceedings of the 15th EAI International Conference on Mobile and …, 2018
142018
Visualizing and exploring dynamic high-dimensional datasets with LION-tSNE
A Boytsov, F Fouquet, T Hartmann, Y LeTraon
arXiv preprint arXiv:1708.04983, 2017
142017
Situation awareness meets ontologies: A context spaces case study
A Boytsov, A Zaslavsky, E Eryilmaz, S Albayrak
Modeling and Using Context: 9th International and Interdisciplinary …, 2015
102015
Where have you been? Using location clustering and context awareness to understand places of interest
A Boytsov, A Zaslavsky, Z Abdallah
Conference on Internet of Things and Smart Spaces, 51-62, 2012
102012
Towards refined classifications driven by shap explanations
Y Arslan, B Lebichot, K Allix, L Veiber, C Lefebvre, A Boytsov, A Goujon, ...
International Cross-Domain Conference for Machine Learning and Knowledge …, 2022
82022
Luxembert: Simple and practical data augmentation in language model pre-training for luxembourgish
C Lothritz, B Lebichot, K Allix, L Veiber, TFDA Bissyande, J Klein, ...
Proceedings of the Language Resources and Evaluation Conference, 2022, 5080-5089, 2022
52022
Formal Verification of the Context Model: Enhanced Context Spaces Theory Approach
A Boytsov, A Zaslavsky
52011
The Top 10 Topics in Machine Learning Revisited: A Quantitative Meta-Study
P Glauner, M Du, V Paraschiv, A Boytsov, IL Andrade, J Meira, P Valtchev, ...
arXiv preprint arXiv:1703.10121, 2017
42017
On the suitability of shap explanations for refining classifications
Y Arslan, B Lebichot, K Allix, L Veiber, C Lefebvre, A Boytsov, A Goujon, ...
14th International Conference on Agents and Artificial Intelligence, 2022
32022
Smart discovery of periodic-frequent human routines for home automation
AS Guinea, A Boytsov, L Mouline, YL Traon
Proceedings of the 16th EAI International Conference on Mobile and …, 2019
22019
Correctness analysis and verification of fuzzy situations in situation aware pervasive computing systems
A Boytsov, A Zaslavsky
22013
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Articles 1–20