Zobrazeno 1 - 10
of 46
pro vyhledávání: '"Petros Zerfos"'
Autor:
Hangu Yeo, Elahe Khorasani, Vadim Sheinin, Irene Manotas, Ngoc Phuoc An Vo, Octavian Popescu, Petros Zerfos
Publikováno v:
2022 IEEE International Conference on Big Data (Big Data).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::534fbd376e17f38272582e0f3a327d61
https://doi.org/10.1109/bigdata55660.2022.10020685
https://doi.org/10.1109/bigdata55660.2022.10020685
Autor:
Xuan Hong Dang, David A. Wood, Gregory Bramble, Bei Chen, Peter Kirchner, Horst Samulowitz, Long Vu, Roman Vaculin, Syed Yousaf Shah, Dhaval Patel, Petros Zerfos, Giridhar Ganapavarapu, Wesley M. Gifford
Publikováno v:
SIGMOD Conference
A large number of time series forecasting models including traditional statistical models, machine learning models and more recently deep learning have been proposed in the literature. However, choosing the right model along with good parameter value
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::312aa3cbd2a50bb646a0687036094361
http://arxiv.org/abs/2102.12347
http://arxiv.org/abs/2102.12347
Publikováno v:
IJCAI
Multimodal analysis that uses numerical time series and textual corpora as input data sources is becoming a promising approach, especially in the financial industry. However, the main focus of such analysis has been on achieving high prediction accur
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dc6648206b92540532fd315b9f50f743
https://doi.org/10.24963/ijcai.2020/634
https://doi.org/10.24963/ijcai.2020/634
Publikováno v:
IEEE Transactions on Services Computing. 9:304-316
The increasing interest of researchers in service oriented architecture (SOA) for wireless sensor networks (WSNs) is opening new unexplored venues in the field of WSNs. In service oriented systems, services are configured and composed of various othe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4e28a14b053e43fa32eecd0447da3f75
https://doi.org/10.1109/tsc.2014.2362913
https://doi.org/10.1109/tsc.2014.2362913
Publikováno v:
IEEE BigData
Change detection in system behavior and its root cause detection is essential for many large-scale systems such as, manufacturing plants, in order to keep systems running uninterrupted and avoid costly machine breakdown via predictive maintenance. In
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::94ddbf467c7e07b4183f6eaec0d37557
https://doi.org/10.1109/bigdata.2018.8622059
https://doi.org/10.1109/bigdata.2018.8622059
Publikováno v:
IEEE BigData
Analysis of legal and contract documents often requires both the discovery of document structure, as well as the accurate identification of important elements such as party (buyer, supplier), nature (obligation, right) and category (warranties, deliv
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a194e9a6c4fde67a0bfbd1f4a8aeba7a
https://doi.org/10.1109/bigdata.2018.8622379
https://doi.org/10.1109/bigdata.2018.8622379
Dependency analysis of cloud applications for performance monitoring using recurrent neural networks
Publikováno v:
IEEE BigData
Performance monitoring of cloud-native applications that consist of several micro-services involves the analysis of time series data collected from the infrastructure, platform, and application layers of the cloud software stack. The analysis of the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::71837df57505fefe1d34d94c98acddcf
https://doi.org/10.1109/bigdata.2017.8258087
https://doi.org/10.1109/bigdata.2017.8258087
Publikováno v:
IEEE BigData
Automated Ontology Learning systems are nowadays practical and used in a variety of domains. By using these systems, subject matter experts (SMEs) and ontology designers can readily construct very large ontologies consisting of tens of thousands of c
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::11db538d60410f4cb7871fc4a858adc2
https://doi.org/10.1109/bigdata.2017.8258079
https://doi.org/10.1109/bigdata.2017.8258079
Publikováno v:
IEEE Transactions on Services Computing. 6:560-572
Service modeling and service composition are software architecture paradigms that have been used extensively in web services where there is an abundance of resources. They mainly capture the idea that advanced functionality can be realized by combini
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2db0a9dc059346ae86f86c0fbfa5059f
https://doi.org/10.1109/tsc.2012.26
https://doi.org/10.1109/tsc.2012.26
Publikováno v:
Middleware Industry
As spatial data being collected by various industries (e.g., telecommunication, insurance, automotive) is on the increase, indexing and answering queries extremely quickly is necessary. This paper proposes a new mechanism, Mobile PATRICIA-trie (MP-tr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c301a58e1ceb907eb1c964aa7f86caac
https://doi.org/10.1145/3007646.3007653
https://doi.org/10.1145/3007646.3007653