Machine learning techniques have been successfully applied for the intelligent fault diagnosis of rolling bearings in recent years. This study has developed an Improved Multi-Scale Convolutional Neural Network integrated with a Feature Attention mechanism (IMS-FACNN) model to address poor performance traditional CNN-based models under unsteady and complex working environments. The proposed IMS-...

The intermembrane space (IMS) represents the smallest subcompartment of mitochondria. Nevertheless, it plays important roles in the transport and modification of proteins, lipids, and metal ions and in the regulation and assembly of the respiratory chain complexes. Moreover, it is involved in many redox processes and coordinates key steps in programmed cell death. A comprehensive profiling of I...

Alveolar macrophages (AMs) obtained by bronchoalveolar lavage (BAL) are commonly used to study lung macrophage-mediated immune responses. Questions remain, however, about whether AMs fully represent macrophage function in the lung. This study was performed to determine the contribution of interstitial macrophages (IMs) of lung tissue to pulmonary immunity and that are not present in BAL samplin...

An immunomagnetic separation (IMS) and real-time polymerase chain reaction (RT-PCR) method was used to detect Listeria monocytogenes (Lm) in ground turkey meats. The IMS beads coated with monoclonal anti-Lm antibodies were used for bacterial separation. The primers and probes targeting the hemolysin O (hyl A) gene were used in the RT-PCR. The following five sets of samples containing Lm at dilu...

IP Multimedia Subsystem designed by the 3 Generation Partnership Project to provide the access networks services and telecommunication services, plans to merge services like multimedia, data and voice conversation under one umbrella. In this research, network based anomaly detection system is proposed by using Genetic Algorithm rules to avoid such attacks like UDP Flooding which cause the DoS a...

DLNA is a leading standard for consumer electronics devices. But it does not enable remote devices to connect to services in the home, using the IMS-based networks now being rolled out by telecom companies. We present a solution for interworking DLNA and IMS, and discuss the implications. We also describe how to enable IMS services on DLNA devices.

In this paper, we present IMS, a supervised English all-words WSD system. The flexible framework of IMS allows users to integrate different preprocessing tools, additional features, and different classifiers. By default, we use linear support vector machines as the classifier with multiple knowledge-based features. In our implementation, IMS achieves state-of-the-art results on several SensEval...

Modelling a peer assessment using IMS LD and IMS QTI is difficult for average practitioners. In this paper, we apply domain-specific modelling technologies to develop a peer assessment modelling language, in which notations are directly chosen from the concepts and rules used to describe peer assessment. Thus, practitioners can easily understand such a high-level language and use it to specify ...

Isolating tumor initiating cells (TICs) often requires screening of multiple surface markers, sometimes with opposite preferences. This creates a challenge for using bead-based immunomagnetic separation (IMS) that typically enriches cells based on one abundant marker. Here, we propose a new strategy that allows isolation of CD44+/CD24- TICs by IMS involving both magnetic beads coated by anti-CD...