Retrieval‐Based Deep Hybrid Models for Robust Network Intrusion Detection
ABSTRACT A retrieval‐based deep hybrid model couples a learned encoder with a non‐parametric k‐nearest‐neighbors module that, at inference time, retrieves training records and conditions its predictions on the local neighborhood. Despite strong results on tabular benchmarks, such hybrids and several recent deep tabular architectures have not been ...
Bimal Parakkal +2 more
wiley +1 more source
Hybrid intelligence-powered secure clustering with trust-optimized routing for next-generation MANET communication. [PDF]
Anuprathibha T +3 more
europepmc +1 more source
Abstract Cultural entrepreneurship research emphasizes entrepreneurs’ use of cultural resources to influence audience evaluations through resonance. However, the process by which such cultural resonance is achieved remains underexplored, particularly as an intermediary outcome.
Xiumei Li +3 more
wiley +1 more source
Ad hoc bandwidth requests and power conservation in 5G wireless networks with tiny cells. [PDF]
Rajesh A +6 more
europepmc +1 more source
ABSTRACT While stress seems to increase risk‐taking, the mechanisms involved remain unclear. The Somatic Marker Hypothesis, which postulates that somatic markers (intuitive signals) indexed by skin conductance responses (SCR) advantageously guide decisions, allows investigating the underlying mechanisms.
Valentin Magnon +3 more
wiley +1 more source
Deep learning-based multi-class misbehavior classification in fog-enabled vehicular ad hoc networks. [PDF]
Kamal H, Haikal AY, Saafan MM.
europepmc +1 more source
Challenges and Perspectives for an Extended Use of the Dye‐Sensitized Solar Cells
DSSC is a photoelectrochemical technology that will support the energy transition. DSSCs initiated the building‐integrated photovoltaics sector and are now proposed in agrivoltaics, archaeophotovoltaics and as indoor solution for powering the Internet of Things. The wavelength selectivity for photoconversion renders DSSCs unique in photovoltaics ambit.
Danilo Dini +6 more
wiley +1 more source
A Review of Wireless Charging Solutions for FANETs in IoT-Enabled Smart Environments. [PDF]
Aslam N +4 more
europepmc +1 more source
Hybrid deep learning techniques for adaptive routing and congestion control in urban VANET for wireless mobile networking. [PDF]
Maray M.
europepmc +1 more source
Multi-criteria based stable clustering technique for vehicular ad-hoc networks. [PDF]
Khan AW +3 more
europepmc +1 more source

