Zobrazeno 1 - 10
of 11
pro vyhledávání: '"Kostadin Cvejoski"'
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 35:15630-15639
Inspired by explanations of machine learning concepts in children’s books, we developed an approach to introduce supervised, unsupervised, and reinforcement learning using a block-based programming language in combination with the benefits of educa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e7e830649852597db8c2f928db23772e
https://doi.org/10.1609/aaai.v35i17.17841
https://doi.org/10.1609/aaai.v35i17.17841
Autor:
Cesar Ojeda, Kostadin Cvejoski, Bodgan Georgiev, Christian Bauckhage, Jannis Schuecker, Ramses J. Sanchez
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 35:9214-9222
Modern society is heavily dependent on large scale client-server systems with applications ranging from Internet and Communication Services to sophisticated logistics and deployment of goods. To maintain and improve such a system, a careful study of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::adff46c4d1788638b67334fba23fc215
https://doi.org/10.1609/aaai.v35i10.17112
https://doi.org/10.1609/aaai.v35i10.17112
Autor:
Ramses J. Sanchez, Christian Bauckhagez, Bogdan Georgievz, Kostadin Cvejoski, Jannis Schucker, Cesar Ojeda
Publikováno v:
ICPR
In this paper we ask for the main factors that determine a classifier’s decision making process and uncover such factors by studying latent codes produced by auto-encoding frameworks. To deliver an explanation of a classifier’s behaviour, we prop
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e6df643b21e1cda50d441a8a9cac9b96
https://doi.org/10.1109/icpr48806.2021.9413267
https://doi.org/10.1109/icpr48806.2021.9413267
Autor:
Jannis Schucker, Kostadin Cvejoski, Christian Bauckhage, Bogdan Georgiev, Ramses J. Sanchez, Cesar Ojeda
Publikováno v:
ICPR
The problem of uncovering different dynamical regimes is of pivotal importance in time series analysis. Switching dynamical systems provide a solution for modeling physical phenomena whose time series data exhibit different dynamical modes. In this w
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2aa507aa1f7bc48fcc2538fcbf66b354
https://doi.org/10.1109/icpr48806.2021.9412566
https://doi.org/10.1109/icpr48806.2021.9412566
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783030863647
ICANN (3)
ICANN (3)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::890c47a572eb3c96dfdd2dbb9d6276d8
https://doi.org/10.1007/978-3-030-86365-4_2
https://doi.org/10.1007/978-3-030-86365-4_2
Deep neural network models represent the state-of-the-art methodologies for natural language processing. Here we build on top of these methodologies to incorporate temporal information and model how to review data changes with time. Specifically, we
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2ab85d62df9b5bdf95f8f170a5673576
Publikováno v:
Proceedings of the International AAAI Conference on Web and Social Media. 11:644-647
Question Answering websites are popular repositories of expert knowledge and cover areas as diverse as linguistics, computer science, or mathematics. Knowledge is commonly organized via user defined tags which implicitly create population folksonomie
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5622dca86b371d1b4d35d01d14dc9b85
https://doi.org/10.1609/icwsm.v11i1.14932
https://doi.org/10.1609/icwsm.v11i1.14932
Publikováno v:
Advances in Intelligent Systems and Computing ISBN: 9783030295158
IntelliSys (1)
IntelliSys (1)
The behavior of users of Web sites or services is usually analyzed on the population level because data as to individual activities is typically sparse and time discrete. And while Poisson processes provide models for such data, they often lack the f
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a4156a230d4ba569b638ba232196e475
https://doi.org/10.1007/978-3-030-29516-5_40
https://doi.org/10.1007/978-3-030-29516-5_40
Autor:
Rafet Sifa, Christian Bauckhage, Eduardo Brito, César Ojeda, Kostadin Cvejoski, Stefan Wrobel
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783319781983
EMMCVPR
EMMCVPR
Existing adiabatic quantum computers are tailored towards minimizing the energies of Ising models. The quest for implementations of pattern recognition or machine learning algorithms on such devices can thus be seen as the quest for Ising model (re-)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::333ee32b2cbc451ade4e803ee1a19aa6
https://doi.org/10.1007/978-3-319-78199-0_1
https://doi.org/10.1007/978-3-319-78199-0_1
Publikováno v:
Data Science – Analytics and Applications ISBN: 9783658192860
Trotz des Forschungsbooms im Bereich Worteinbettungen und ihrer Textmininganwendungen der letzten Jahre, konzentriert sich der Grosteil der Publikationen ausschlieslich auf die englische Sprache. Auserdem ist die Hyperparameterabstimmung ein Prozess,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::88f862de2406da778070099704670b61
https://doi.org/10.1007/978-3-658-19287-7_8
https://doi.org/10.1007/978-3-658-19287-7_8