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[1]
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Tomasz Szydlo and Marcin Nagy.
Device management and network connectivity as missing elements in
TinyML landscape.
CoRR, abs/2304.11669, 2023.
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DOI |
arXiv |
http ]
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[2]
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Tomasz Szydlo.
Online Anomaly Detection Based On Reservoir Sampling and LOF for
IoT devices.
CoRR, abs/2206.14265, 2022.
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DOI |
arXiv |
http ]
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[3]
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Tomasz Szydlo, Prem Prakash Jayaraman, Yinhao Li, Graham Morgan, and Rajiv
Ranjan.
TinyRL: Towards Reinforcement Learning on Tiny Embedded Devices.
In Mohammad Al Hasan and Li Xiong, editors, Proceedings of the
31st ACM International Conference on Information & Knowledge Management,
Atlanta, GA, USA, October 17-21, 2022, pages 4985--4988. ACM, 2022.
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DOI |
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[4]
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Fawzy Habeeb, Khaled Alwasel, Ayman Noor, Devki Nandan Jha, Duaa AlQattan,
Yinhao Li, Gagangeet Singh Aujla, Tomasz Szydlo, and Rajiv Ranjan.
Dynamic Bandwidth Slicing for Time-Critical IoT Data Streams in the
Edge-Cloud Continuum.
IEEE Trans. Ind. Informatics, 18(11):8017--8026, 2022.
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DOI |
http ]
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[5]
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Tomasz Szydlo, Amadeusz Szabala, Nazar Kordiumov, Konrad Siuzdak, Lukasz
Wolski, Khaled Alwasel, Fawzy Habeeb, and Rajiv Ranjan.
IoTSim-Osmosis-RES: Towards autonomic renewable energy-aware osmotic
computing.
Softw. Pract. Exp., 52(7):1698--1716, 2022.
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DOI |
http ]
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[6]
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Rui Sun, Yinhao Li, Tejal Shah, Ringo W. H. Sham, Tomasz Szydlo, Bin Qian,
Dhaval Thakker, and Rajiv Ranjan.
FedMSA: A Model Selection and Adaptation System for Federated
Learning.
Sensors, 22(19):7244, 2022.
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DOI |
http ]
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[7]
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Fawzy Habeeb, Tomasz Szydlo, Lukasz Kowalski, Ayman Noor, Dhaval Thakker,
Graham Morgan, and Rajiv Ranjan.
Dynamic Data Streams for Time-Critical IoT Systems in Energy-Aware
IoT Devices Using Reinforcement Learning.
Sensors, 22(6):2375, 2022.
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DOI |
http ]
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[8]
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Tomasz Szydlo, Joanna Sendorek, Mateusz Windak, and Robert Brzoza-Woch.
Dataset for Anomalies Detection in 3D Printing.
In Maciej Paszynski, Dieter Kranzlmüller, Valeria V.
Krzhizhanovskaya, Jack J. Dongarra, and Peter M. A. Sloot, editors,
Computational Science - ICCS 2021 - 21st International Conference, Krakow,
Poland, June 16-18, 2021, Proceedings, Part IV, volume 12745 of
Lecture Notes in Computer Science, pages 647--653. Springer, 2021.
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DOI |
http ]
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[9]
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Tomasz Szydlo and Chris Gniady.
Renewable Energy-Aware Heuristic Algorithms for Edge Server
Selection for Stream Data Processing.
In Maciej Paszynski, Dieter Kranzlmüller, Valeria V.
Krzhizhanovskaya, Jack J. Dongarra, and Peter M. A. Sloot, editors,
Computational Science - ICCS 2021 - 21st International Conference, Krakow,
Poland, June 16-18, 2021, Proceedings, Part IV, volume 12745 of
Lecture Notes in Computer Science, pages 639--646. Springer, 2021.
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DOI |
http ]
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[10]
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Mieszko Klusek and Tomasz Szydlo.
Supporting the Process of Sewer Pipes Inspection Using Machine
Learning on Embedded Devices.
In Maciej Paszynski, Dieter Kranzlmüller, Valeria V.
Krzhizhanovskaya, Jack J. Dongarra, and Peter M. A. Sloot, editors,
Computational Science - ICCS 2021 - 21st International Conference, Krakow,
Poland, June 16-18, 2021, Proceedings, Part VI, volume 12747 of
Lecture Notes in Computer Science, pages 347--360. Springer, 2021.
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DOI |
http ]
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[11]
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Tomasz Szydlo, Joanna Sendorek, Robert Brzoza-Woch, and Mateusz Windak.
Machine learning in the internet of things for industry 4.0.
CoRR, abs/2005.11146, 2020.
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arXiv |
http ]
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[12]
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Joanna Sendorek, Tomasz Szydlo, Mateusz Windak, and Robert Brzoza-Woch.
Dataset for anomalies detection in 3D printing.
CoRR, abs/2004.08817, 2020.
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arXiv |
http ]
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[13]
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Tomasz Szydlo, Krzysztof Zielinski, and Marcin Jarzab.
Resource-aware log monitoring data transmission for Smart and IoT
devices.
In MobiQuitous 2020, in print, pages 1--10. ACM, 2020.
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[14]
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Joanna Sendorek, Tomasz Szydlo, Mateusz Windak, and Robert Brzoza-Woch.
Fogflow - computation organization for heterogeneous fog computing
environments.
In João M. F. Rodrigues, Pedro J. S. Cardoso, Jânio M.
Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael Harold Lees,
Jack J. Dongarra, and Peter M. A. Sloot, editors, Computational Science
- ICCS 2019 - 19th International Conference, Faro, Portugal, June 12-14,
2019, Proceedings, Part III, volume 11538 of Lecture Notes in
Computer Science, pages 634--647. Springer, 2019.
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[15]
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Robert Brzoza-Woch, Tomasz Michalec, Maksymilian Wojczuk, and Tomasz Szydlo.
Remote programming and reconfiguration system for embedded devices.
In Maria Ganzha, Leszek A. Maciaszek, and Marcin Paprzycki, editors,
Proceedings of the 2019 Federated Conference on Computer Science and
Information Systems, FedCSIS 2019, Leipzig, Germany, September 1-4, 2019,
volume 18 of Annals of Computer Science and Information Systems, pages
467--470, 2019.
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DOI |
http ]
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[16]
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Tomasz Szydlo, Joanna Sendorek, and Robert Brzoza-Woch.
Enabling machine learning on resource constrained devices by source
code generation of the learned models.
In Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya,
Michael Harold Lees, Jack J. Dongarra, and Peter M. A. Sloot, editors,
Computational Science - ICCS 2018 - 18th International Conference, Wuxi,
China, June 11-13, 2018, Proceedings, Part II, volume 10861 of
Lecture Notes in Computer Science, pages 682--694. Springer, 2018.
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DOI ]
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[17]
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Robert Brzoza-Woch, Lukasz Gurdek, and Tomasz Szydlo.
Rapid embedded systems prototyping - an effective approach to
embedded systems development.
In Maria Ganzha, Leszek A. Maciaszek, and Marcin Paprzycki, editors,
Proceedings of the 2018 Federated Conference on Computer Science and
Information Systems, FedCSIS 2018, Poznań, Poland, September 9-12,
2018, volume 15 of Annals of Computer Science and Information Systems,
pages 629--636, 2018.
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DOI ]
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[18]
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Joanna Sendorek, Tomasz Szydlo, and Robert Brzoza-Woch.
Software-defined virtual testbed for iot systems.
Wireless Communications and Mobile Computing,
2018:1068261:1--1068261:11, 2018.
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DOI ]
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[19]
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Bartosz Balis, Robert Brzoza-Woch, Marian Bubak, Marek Kasztelnik, Bartosz
Kwolek, Piotr Nawrocki, Piotr Nowakowski, Tomasz Szydlo, and Krzysztof
Zielinski.
Holistic approach to management of IT infrastructure for
environmental monitoring and decision support systems with urgent computing
capabilities.
Future Generation Comp. Syst., 79:128--143, 2018.
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[20]
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Tomasz Szydlo, Robert Brzoza-Woch, Joanna Sendorek, Mateusz Windak, and Chris
Gniady.
Flow-based programming for iot leveraging fog computing.
In Sumitra Reddy, Wojciech Cellary, and Mariagrazia Fugini, editors,
26th IEEE International Conference on Enabling Technologies:
Infrastructure for Collaborative Enterprises, WETICE 2017, Poznan, Poland,
June 21-23, 2017, pages 74--79. IEEE Computer Society, 2017.
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DOI |
http ]
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[21]
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Tomasz Szydlo and Joanna Sendorek.
Leveraging virtualization for scenario based iot application testing.
In Maria Ganzha, Leszek A. Maciaszek, and Marcin Paprzycki, editors,
Communication Papers of the 2017 Federated Conference on Computer
Science and Information Systems, FedCSIS 2017, Prague, Czech Republic,
September 3-6, 2017, volume 13 of Annals of Computer Science and
Information Systems, pages 229--235, 2017.
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DOI |
http ]
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[22]
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Robert Brzoza-Woch, Marek Konieczny, Piotr Nawrocki, Tomasz Szydlo, and
Krzysztof Zielinski.
Embedded systems in the application of fog computing - levee
monitoring use case.
In 11th IEEE Symposium on Industrial Embedded Systems, SIES
2016, Krakow, Poland, May 23-25, 2016, pages 238--243. IEEE, 2016.
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DOI |
http ]
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[23]
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Tomasz Szydlo and Marek Konieczny.
Mobile and wearable devices in an open and universal system for
remote patient monitoring.
Microprocessors and Microsystems - Embedded Hardware Design,
46:44--54, 2016.
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DOI |
http ]
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[24]
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L. Czekierda, A. Gackowski, M. Konieczny, F. Malawski, K. Skalkowski,
T. Szydlo, and K. Zielinski.
From telemedicine to modeling and proactive medicine.
In Irena Roterman-Konieczna, editor, Simulations in medicine :
pre-clinical and clinical applications, pages 271--294. Boston : Walter de
Gruyter GmbH, 2015.
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[25]
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Robert Brzoza-Woch, Marek Konieczny, Bartosz Kwolek, Piotr Nawrocki, Tomasz
Szyd³o, and Krzysztof Zieliñski.
Holistic approach to urgent computing for flood decision support.
Procedia Computer Science, 51:2387 -- 2396, 2015.
International Conference On Computational Science, {ICCS}
2015Computational Science at the Gates of Nature.
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DOI |
http ]
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[26]
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Robert Brzoza-Woch and Tomasz Szydlo.
Blinker: method for transferring initial configuration for
resource-constrained embedded devices*.
IFAC-PapersOnLine, 48(4):77 -- 82, 2015.
13th {IFAC} and {IEEE} Conference on Programmable Devices and
Embedded SystemsPDES 2015.
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DOI |
http ]
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[27]
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Tomasz Szyd³o and Marek Konieczny.
Mobile devices in the open and universal system for remote patient
monitoring*.
IFAC-PapersOnLine, 48(4):296 -- 301, 2015.
13th {IFAC} and {IEEE} Conference on Programmable Devices and
Embedded SystemsPDES 2015.
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DOI |
http ]
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[28]
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Tomasz Szyd³o and Robert Brzoza-Woch.
Predictive power consumption adaptation for future generation
embedded devices powered by energy harvesting sources.
Microprocessors and Microsystems, 39(4–5):250 -- 258, 2015.
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DOI |
http ]
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[29]
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R. Brzoza-Woch, L. Czekierda, J. Dlugopolski, P. Nawrocki, M. Psiuk, T. Szydlo,
W. Zaborowski, K. Zielinski, and D. Zmuda.
Implementation, Deployment and Governance of SOA Adaptive Systems.
In Stanislaw Ambroszkiewicz, Jerzy Brzezinski, Wojciech Cellary, Adam
Grzech, and Krzysztof Zielinski, editors, Advanced SOA Tools and
Applications, volume 499 of Studies in Computational Intelligence,
pages 261--323. Springer Berlin Heidelberg, 2014.
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DOI ]
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[30]
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Tomasz Szydlo, Piotr Nawrocki, Robert Brzoza-Woch, and Krzysztof Zielinski.
Power aware mom for telemetry-oriented applications using
gprs-enabled embedded devices a levee monitoring use case.
In M. Paprzycki M. Ganzha, L. Maciaszek, editor, Proceedings of
the 2014 Federated Conference on Computer Science and Information Systems,
volume 2 of Annals of Computer Science and Information Systems, pages
pages 1059--1064. IEEE, 2014.
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DOI |
http ]
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[31]
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Tomasz Szydlo, Pawel Suder, and Jakub Bibro.
Message Oriented Communication For IPV6 Enabled Pervasive Devices.
Computer Science, 14(4), 2013.
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DOI ]
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[32]
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T. Szydlo, S. Gut, and B. Puto.
Smart Applications: Discovering and interacting with constrained
resources IPv6 enabled devices.
Przeglad Elektrotechniczny, pages 221--226, 06 2013.
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[33]
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K. Zielinski, T. Szydlo, R. Szymacha, J. Kosinski, J. Kosinska, and M. Jarzab.
Adaptive soa solution stack.
Services Computing, IEEE Transactions on, 5(2):149--163, April
2012.
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[34]
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Radoslaw Kaploniak, Lukasz Kwiatkowski, and Tomasz Szydlo.
Environment emulation for WSN testbed.
Computer Science, 13(3):101--112, 2012.
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DOI |
http ]
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[35]
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Tomasz Szydlo and Krzysztof Zielinski.
Adaptive enterprise service bus.
New Generation Computing, 30(2-3):189--214, 2012.
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[36]
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Marian Bubak, G. Dick van Albada, Jack Dongarra, and Peter M. A. Sloot,
editors.
Computational Science - ICCS 2008, 8th International Conference,
Kraków, Poland, June 23-25, 2008, Proceedings, Part I, volume 5101 of
Lecture Notes in Computer Science. Springer, 2008.
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[37]
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Tomasz Szydlo and Krzysztof Zielinski.
Method of adaptive quality control in service oriented architectures.
In Bubak et al. [36], pages 307--316.
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[38]
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Tomasz Szyd, Robert Szymacha, and Krzysztof Zieliński.
Context generation and structuralization for ambient networks.
In Proceedings of the 1st International Conference on Autonomic
Computing and Communication Systems, Autonomics '07, pages 25:1--25:5, ICST,
Brussels, Belgium, Belgium, 2007. ICST (Institute for Computer Sciences,
Social-Informatics and Telecommunications Engineering).
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http ]
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[39]
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Paul J. M. Havinga, Maria Eva Lijding, Nirvana Meratnia, and Maarten Wegdam,
editors.
Smart Sensing and Context, First European Conference, EuroSSC
2006, Enschede, Netherlands, October 25-27, 2006, Proceedings, volume 4272
of Lecture Notes in Computer Science. Springer, 2006.
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[40]
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Kazimierz Balos, Tomasz Szydlo, Robert Szymacha, and Krzysztof Zielinski.
Context dissemination and aggregation for ambient networks: Jini
based prototype.
In Havinga et al. [39], pages 54--66.
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[41]
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Tenth IEEE International Enterprise Distributed Object Computing
Conference (EDOC 2006), 16-20 October 2006, Hong Kong, China. IEEE Computer
Society, 2006.
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[42]
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Tomasz Szydlo, Robert Szymacha, and Krzysztof Zielinski.
Policy-based context-aware adaptable software components for mobility
computing.
In EDOC [41], pages 483--487.
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[43]
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Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, and Krzysztof Trojanowski,
editors.
Intelligent Information Processing and Web Mining, Proceedings
of the International IIS: IIPWM'05 Conference held in Gdansk, Poland, June
13-16, 2005, Advances in Soft Computing. Springer, 2005.
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[44]
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Tomasz Szydlo, Bartlomiej Sniezynski, and Ryszard S. Michalski.
A rules-to-trees conversion in the inductive database system vinlen.
In Klopotek et al. [43], pages 496--500.
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