Search: 1D-CNN — Academic Articles

Multimodal Phase-Space Dynamics Fusion for Robust Ischemia Screening: An Edge-AI Paradigm with SERF Magnetocardiography

Keyi Li, Xiangyang Zhou, Yifan Jia, Ruizhe Wang et al. • Biosensors (2026)

Background: Myocardial ischemia (MI) is a major cause of morbidity and mortality worldwide and requires timely and reliable detection. Although Spin-Exchange Relaxation-Free (SERF) magnetocardiography (MCG) provides femtotesla-level sensiti...

DOAJ Open Access (DOAJ) DOI: 10.3390/bios16040228

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An ensemble approach for imbalanced multiclass malware classification using 1D-CNN

Binayak Panda, Sudhanshu Shekhar Bisoyi, Sidhanta Panigrahy • PeerJ Computer Science (2023)

Dependence on the internet and computer programs demonstrates the significance of computer programs in our day-to-day lives. Such demands motivate malware developers to create more malware, both in terms of quantity and variety. Researchers...

DOAJ Open Access (DOAJ) DOI: 10.7717/peerj-cs.1677

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Improving the Robustness of Odour Recognition with Odour-Image Data Fusion in Open-Air Settings

Fanny Monori, Alin Tisan • Sensors (2026)

Odour recognition with low-cost gas sensors is challenging in open-air settings due to the non-specificity of the sensors and environmental variability. This can be mitigated by incorporating additional information into the classification p...

DOAJ Open Access (DOAJ) DOI: 10.3390/s26082493

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IoT Device Identification Using Directional Packet Length Sequences and 1D-CNN

Xiangyu Liu, Yi Han, Yanhui Du • Sensors (2022)

With the large-scale application of the Internet of Things (IoT), security issues have become increasingly prominent. Device identification is an effective way to secure IoT environment by quickly identifying the category or model of device...

DOAJ Open Access (DOAJ) DOI: 10.3390/s22218337

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Academic Articles & Research Papers

Multimodal Phase-Space Dynamics Fusion for Robust Ischemia Screening: An Edge-AI Paradigm with SERF Magnetocardiography

An ensemble approach for imbalanced multiclass malware classification using 1D-CNN

Improving the Robustness of Odour Recognition with Odour-Image Data Fusion in Open-Air Settings

IoT Device Identification Using Directional Packet Length Sequences and 1D-CNN