Detection of DSCP-based traffic prioritization manipulations and their impact on network performance. [PDF]
Rahman MMH, Alnaeem M, Ibrahim AA.
europepmc +1 more source
Greenhouse cultivation offers the advantage of controlled growth conditions, leading to enhanced crop productivity and quality. However, maintaining these optimal conditions requires substantial energy, resulting in increased greenhouse gas emissions and operational costs. Integrating local renewable energy sources, particularly photovoltaic (PV) solar
Akihiro Funaki, Jorge Solis
wiley +1 more source
Assessing the environmental costs of multi-scale recurrent neural networks for sustainable extreme rainfall nowcasting. [PDF]
Brum D +8 more
europepmc +1 more source
Exploration of new wildlife surveying methodologies that leverage advances in sensor technology and machine learning has led to tentative research into the application of seismology techniques. This, most commonly, involves the deployment of a footfall trap – a seismic sensor and data logger customised for wildlife footfall.
Benjamin J. Blackledge +4 more
wiley +1 more source
Neural Network Assisted Estimation for the Structural Nested Accelerated Failure Time Models. [PDF]
Chen Y, Ma T, Smith P, Saegusa T.
europepmc +1 more source
Enterprise Network Security Using Few‐Shot Meta‐Learning
This paper involves a few‐shot learning study that uses model‐agnostic meta‐learning. A meta‐dataset was curated by combining six benchmark network intrusion detection datasets by parsing network traffic data from PCAP files. An MAML model performs meta‐training, validation and meta‐testing before and after fine‐tuning.
Sushant Jain +4 more
wiley +1 more source
Rapid earthquake damage assessment via hybrid LSTM-RNN with a quantum-inspired classification head based on Autonomous Perceptron Model APM. [PDF]
Alotaibi A, Alharbi S, Elshewey AM.
europepmc +1 more source
Prediction of on-field rugby scrummaging contact forces from videos using artificial neural networks. [PDF]
Cordero-Sánchez J +5 more
europepmc +1 more source
Abstract Abnormalities in the heart's rhythm, known as arrhythmias, pose a significant threat to global health, often leading to severe cardiac conditions and sudden cardiac deaths. Therefore, early and accurate detection of arrhythmias is crucial for timely intervention and potentially life‐saving treatment.
Hasnain Ali Shah +4 more
wiley +1 more source
Providing Universal Health Care Access to Filipinos Region-wide using Back Propagation and Recurrent Neural Networks for Finding Optimal Locations to Place Rural Health Unit Facilities in the Philippines. [PDF]
Reyes MTR, Estuar MRJE, Montalan JRE.
europepmc +1 more source

