Zobrazeno 1 - 10
of 920
pro vyhledávání: '"P. Papapetrou"'
Among recent developments in time series forecasting methods, deep forecasting models have gained popularity as they can utilize hidden feature patterns in time series to improve forecasting performance. Nevertheless, the majority of current deep for
Externí odkaz:
http://arxiv.org/abs/2310.08137
A key need in different disciplines is to perform analytics over fast-paced data streams, similar in nature to the traditional OLAP analytics in relational databases i.e., with filters and aggregates. Storing unbounded streams, however, is not a real
Externí odkaz:
http://arxiv.org/abs/2309.06051
The consumption of podcast media has been increasing rapidly. Due to the lengthy nature of podcast episodes, users often carefully select which ones to listen to. Although episode descriptions aid users by providing a summary of the entire podcast, t
Externí odkaz:
http://arxiv.org/abs/2307.13394
Big time series are increasingly available from an ever wider range of IoT-enabled sensors deployed in various environments. Significant insights can be gained by mining temporal patterns from these time series. Temporal pattern mining (TPM) extends
Externí odkaz:
http://arxiv.org/abs/2306.10994
Autor:
Paschalis Steiropoulos, Niki Georgatou, George Krommidas, Konstantinos Bartziokas, Aliki Korkontzelou, Panos Katerelos, Petros Efstathopoulos, Dimosthenis Papapetrou, Stavros Theodorakis, Konstantinos Porpodis
Publikováno v:
Therapeutic Advances in Respiratory Disease, Vol 18 (2024)
Background: The extrafine single inhaler triple therapy (efSITT) containing beclomethasone dipropionate/formoterol fumarate/glycopyrronium 87/5/9 μg has proved to be efficacious in patients with chronic obstructive pulmonary disease (COPD) in random
Externí odkaz:
https://doaj.org/article/e975f8ded37a407883f43506c3346a27
Autor:
Mondrejevski, Lena, Miliou, Ioanna, Montanino, Annaclaudia, Pitts, David, Hollmén, Jaakko, Papapetrou, Panagiotis
Although Machine Learning (ML) can be seen as a promising tool to improve clinical decision-making for supporting the improvement of medication plans, clinical procedures, diagnoses, or medication prescriptions, it remains limited by access to health
Externí odkaz:
http://arxiv.org/abs/2205.15104
Autor:
Papapetrou Panagiota, Dimitriadis Kyriakos, Galani Vasiliki, Zoi Vasiliki, Giannakopoulou Maria, Papathanasopoulou Vasiliki A., Sioka Chrissa, Tsekeris Pericles, Kyritsis Athanassios P., Lazari Diamanto, Alexiou George A.
Publikováno v:
Biomolecular Concepts, Vol 15, Iss 1, Pp 2607-64 (2024)
5-Hydroxy-3′,4′,6,7-tetramethoxyflavone (TMF) is a plant-origin flavone known for its anti-cancer properties. In the present study, the cytotoxic effect of TMF was evaluated in the U87MG and T98G glioblastoma (GBM) cell lines. The effect of TMF o
Externí odkaz:
https://doaj.org/article/021ab5a9404a416b9d4c9f4c6af54801
There is a lack of research on the analysis of per-user traffic in cellular networks, for deriving and following traffic-aware network management. \textcolor{black}{In fact, the legacy design approach, in which resource provisioning and operation con
Externí odkaz:
http://arxiv.org/abs/2111.01645
Autor:
Minhua Su, Tom Fleisher, Inna Grosheva, Melanie Bokstad Horev, Malgorzata Olszewska, Camilla Ciolli Mattioli, Haim Barr, Alexander Plotnikov, Silvia Carvalho, Yoni Moskovich, Mark D. Minden, Noa Chapal-Ilani, Alexander Wainstein, Eirini P. Papapetrou, Nili Dezorella, Tao Cheng, Nathali Kaushansky, Benjamin Geiger, Liran I. Shlush
Publikováno v:
iScience, Vol 27, Iss 4, Pp 109443- (2024)
Summary: Spliceosome machinery mutations are common early mutations in myeloid malignancies; however, effective targeted therapies against them are still lacking. In the current study, we used an in vitro high-throughput drug screen among four differ
Externí odkaz:
https://doaj.org/article/0f0b14d6b7ce4b4cbbdae7d1354a29e0
We consider counterfactual explanations for private support vector machines (SVM), where the privacy mechanism that publicly releases the classifier guarantees differential privacy. While privacy preservation is essential when dealing with sensitive
Externí odkaz:
http://arxiv.org/abs/2102.03785