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Title Classification of tree species by federated learning Author Staňo Michal SAVINFO - Ústav informatiky SAV Co-authors Hluchý Ladislav 1952- SAVINFO - Ústav informatiky SAV Krammer Peter 1984- SAVINFO - Ústav informatiky SAV Dlugolinský Štefan 1983- SAVINFO - Ústav informatiky SAV Kvassay Marcel 1968- SAVINFO - Ústav informatiky SAV Tran Viet 1972- SAVINFO - Ústav informatiky SAV Action SISY 2023. IEEE 21st International Symposium on Intelligent Systems and Informatics : September 21-23, 2023 : Pula, Croatia Source document SISY 2023 - IEEE 21st International Symposium on Intelligent Systems and Informatics : Proceedings. P. 333-339. - Budapest, Hungary : IEEE, 2023 / Szakál Anikó Category ADMB - Scientific papers in foreign non-impacted journals registered in Web of Sciences or Scopus Category of document (from 2022) V2 - Vedecký výstup publikačnej činnosti ako časť editovanej knihy alebo zborníka Type of document príspevok z podujatia Year 2024 DOI 10.1109/SISY60376.2023.10417957 
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Title Communication protocol for using nontraditional information sources between first responders and citizens during wildfires Author Balogh Zoltán 1976- SAVINFO - Ústav informatiky SAV Co-authors Gatial Emil 1978- SAVINFO - Ústav informatiky SAV Hassankhani Dolatabadi Sepideh SAVINFO - Ústav informatiky SAV Dlugolinský Štefan 1983- SAVINFO - Ústav informatiky SAV Saltarella Marco Scipioni Marcello Paolo Grunwald Dominika Przybyszewski Marcin Majlingová Andrea Brodrechtová Yvonne Mojir Kayvan Yousefi Olson Nasrine Levak Jelena Chandramouli Krishna Action 20th Global Information Systems for Crisis Response and Management Conference. ISCRAM 2023 ( 20 : May 28–31, 2023 : Omaha, Nebraska, USA ) Source document Proceedings of the International ISCRAM Conference. Vol. 20 (2023), pp. 152-165. - : ISCRAM Category ADMB - Scientific papers in foreign non-impacted journals registered in Web of Sciences or Scopus Category of document (from 2022) V2 - Vedecký výstup publikačnej činnosti ako časť editovanej knihy alebo zborníka Type of document príspevok z podujatia Year 2023 URL URL link File name Access Size Downloaded Type License Communication protocol for using nontraditional information sources between first responders and citizens during wildfires.pdf available 2.2 MB 0 Publisher's version article
Title A comparative study of operational engineering for environmental and compute-intensive applications Author Nguyen Giang 1972- SAVINFO - Ústav informatiky SAV Co-authors Šipková Viera SAVINFO - Ústav informatiky SAV Dlugolinský Štefan 1983- SAVINFO - Ústav informatiky SAV Nguyen Binh Minh Tran Viet 1972- SAVINFO - Ústav informatiky SAV Hluchý Ladislav 1952- SAVINFO - Ústav informatiky SAV Source document Array. Vol. 12 (2021), art. no. 100096 Category ADEB - Scientific papers in other foreign journals not registered in Current Contents Connect without IF (non-impacted) Category of document (from 2022) V3 - Vedecký výstup publikačnej činnosti z časopisu Type of document článok Year 2021 DOI 10.1016/j.array.2021.100096 File name Access Size Downloaded Type License A comparative study of operational engineering for environmental and compute-intensive applications.pdf available 864.1 KB 2 Publisher's version article
Title Deep learning for proactive network monitoring and security protection Author Nguyen Giang 1972- SAVINFO - Ústav informatiky SAV Co-authors Dlugolinský Štefan 1983- SAVINFO - Ústav informatiky SAV Tran Viet 1972- SAVINFO - Ústav informatiky SAV López García Álvaro Source document IEEE Access. Vol. 8, no. 1 (2020), art. no. 8966259, p. 19696-19716 Category ADCA - Scientific papers in foreign journals registered in Current Contents Connect with IF (impacted) Category of document (from 2022) V3 - Vedecký výstup publikačnej činnosti z časopisu Type of document článok Year 2020 DOI 10.1109/ACCESS.2020.2968718 URL URL link File name Access Size Downloaded Type License Deep Learning for Proactive Network Monitoring and Security Protection.pdf available 3.2 MB 2 Publisher's version article
Title A cloud-based framework for machine learning workloads and applications Author López García Álvaro Co-authors Marco de Lucas Jesús Antonacci Marica zu Castell Wolfgang David Mario Hardt Marcus Lloret Lara Moltó Germán Plociennik Marcin Tran Viet 1972- SAVINFO - Ústav informatiky SAV Alic Andy S. Caballer Miguel Campos Isabel Costantini Alessandro Dlugolinský Štefan 1983- SAVINFO - Ústav informatiky SAV Duma Cristina Donvito Giacinto Gomes Jorge Heredia Ignacio Ito Keiichi Kozlov Valentin Nguyen Giang 1972- SAVINFO - Ústav informatiky SAV Orviz Pablo Šustr Zdeněk Wolniewicz Pawel Source document IEEE Access. Vol. 8, no. 1 (2020), p. 18681-18692 Category ADCA - Scientific papers in foreign journals registered in Current Contents Connect with IF (impacted) Category of document (from 2022) V3 - Vedecký výstup publikačnej činnosti z časopisu Type of document článok Year 2020 DOI 10.1109/ACCESS.2020.2964386 URL URL link File name Access Size Downloaded Type License A Cloud-Based Framework for Machine Learning.pdf available 1.9 MB 3 Publisher's version article
Title Heterogeneous exascale computing Author Hluchý Ladislav 1952- SAVINFO - Ústav informatiky SAV Co-authors Bobák Martin 1989- SAVINFO - Ústav informatiky SAV Müller Henning Graziani Mara Maassen Jason Spreeuw Hanno Heikkurinen Matti Pancage-Steeg Jörg Spahr Stefan vor dem Gentschen Felde Nils Otto Höb Maximilian Schmidt Jan Belloum Adam S.Z. Cushing Reginald Nowakowski Piotr Meizner Jan Rycerz Katarzyna Wilk Bartosz Bubak Marian Habala Ondrej SAVINFO - Ústav informatiky SAV Šeleng Martin 1976- SAVINFO - Ústav informatiky SAV Dlugolinský Štefan 1983- SAVINFO - Ústav informatiky SAV Tran Viet 1972- SAVINFO - Ústav informatiky SAV Nguyen Giang 1972- SAVINFO - Ústav informatiky SAV Source document Recent advances in intelligent engineering : volume dedicated to Imre J. Rudas' seventieth birthday. P. 81-110. - Cham, Switzerland : Springer, 2020 / Kovács Levente ; Haidegger Tamás ; Szakál Anikó Category AECA - Scientific papers in foreign peer-reviewed proceedings and shorter chapters in foreign scientific monographs or academic/university textbooks Category of document (from 2022) V2 - Vedecký výstup publikačnej činnosti ako časť editovanej knihy alebo zborníka Type of document príspevok Year 2020 DOI 10.1007/978-3-030-14350-3_5 File name Access Size Downloaded Type License Heterogeneous exascale computing.pdf Neprístupný/archív 1.1 MB 0 Publisher's version article
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Title Machine learning and deep learning frameworks and libraries for large-scale data mining: a survey Author Nguyen Giang 1972- SAVINFO - Ústav informatiky SAV Co-authors Dlugolinský Štefan 1983- SAVINFO - Ústav informatiky SAV Bobák Martin 1989- SAVINFO - Ústav informatiky SAV Tran Viet 1972- SAVINFO - Ústav informatiky SAV López García Álvaro Heredia Ignacio Malík Peter 1980 - SAVINFO - Ústav informatiky SAV Hluchý Ladislav 1952- SAVINFO - Ústav informatiky SAV Source document Artificial Intelligence Review. Vol. 52, no. 1 (2019), p. 77-124 Category ADCA - Scientific papers in foreign journals registered in Current Contents Connect with IF (impacted) Category of document (from 2022) V3 - Vedecký výstup publikačnej činnosti z časopisu Type of document článok Year 2019 DOI 10.1007/s10462-018-09679-z URL URL link File name Access Size Downloaded Type License Machine learning and deep learning frameworks and libraries....pdf available 1 MB 6 Publisher's version article
Title Initial state of the art and requirement analysis, initial PROCESS architecture : Deliverable D4.1 Author Hluchý Ladislav 1952- SAVINFO - Ústav informatiky SAV Co-authors Bobák Martin 1989- SAVINFO - Ústav informatiky SAV Dlugolinský Štefan 1983- SAVINFO - Ústav informatiky SAV Habala Ondrej SAVINFO - Ústav informatiky SAV Nguyen Giang 1972- SAVINFO - Ústav informatiky SAV Šeleng Martin 1976- SAVINFO - Ústav informatiky SAV Tran Viet 1972- SAVINFO - Ústav informatiky SAV Pancake-Steeg Jörg Spahr Stefan vor dem Gentschen Felde Nils Otto Heikkurinen Matti Höb Maximilian Schmidt Jan Graziani Mara Müller Henning Maassen Jason Spreeuw Hanno Belloum Adam S.Z. Cushing Reginald Rahmanian A. Bubak Marian Meizner Jan Nowakowski Piotr Rycerz Katarzyna Wilk Bartosz Issue data 2018. - 163 p. Category GHG - Works published on the internet Year 2018 URL URL link Project Deliverable D4.1 PROCESS H2020 PROviding Computing solutions for ExaScale ChallengeS - 777533 
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