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Advances in Processing, Mining, and Learning Complex Data: From Foundations to Real-World Applications

manuscripts submitted to this special issue collection and their many insightful comments and suggestions. Jia Wu Shirui Pan Chuan Zhou Gang Li Wu He Chengqi Zhang References M. Shi, J. Liu, D. Zhou, and

Corrigendum to “Naringenin Protects against Acute Pancreatitis in Two Experimental Models in Mice by NLRP3 and Nrf2/HO-1 Pathways”

Zhihui Tong,1 Baiqiang Li,1 Gang Li,1 Guotao Lu,1,2 and Weiqin Li1 1Surgical Intensive Care Unit (SICU), Department of General Surgery, Jinling Clinical Medical College of Nanjing Medical University, No

Using Node Identifiers and Community Prior for Graph-Based Classification

With widely available large-scale network data, one hot topic is how to adopt traditional classification algorithms to predict the most probable labels of nodes in a partially labeled network. In this article, we propose a new algorithm called identifier-based relational neighbor classifier (IDRN) to solve the within-network multi-label classification problem. We use the node...

Recent advances in efficient computation of deep convolutional neural networks

Deep neural networks have evolved remarkably over the past few years and they are currently the fundamental tools of many intelligent systems. At the same time, the computational complexity and resource consumption of these networks continue to increase. This poses a significant challenge to the deployment of such networks, especially in real-time applications or on resource...

Torsional Stiffness Comparison of Different Tube Cross-Sections of a Formula SAE Car Space Frame

Since torsional loading and the accompanying deformation of the frame and suspension parts can affect the handling and performance of the car, torsional stiffness is generally thought to be a primary determinant of frame performance for a FSAE car. According to the FSAE Rules, different tube cross-sections are available for some members of a space frame. By finite element...

Torsional Stiffness Comparison of Different Tube Cross-Sections of a Formula SAE Car Space Frame

Since torsional loading and the accompanying deformation of the frame and suspension parts can affect the handling and performance of the car, torsional stiffness is generally thought to be a primary determinant of frame performance for a FSAE car. According to the FSAE Rules, different tube cross-sections are available for some members of a space frame. By finite element...

Study on the radiative decays of \(h_c\) via intermediate meson loops model

Eur. Phys. J. C Study on the radiative decays of hc via intermediate meson loops model Qi Wu 0 Gang Li 0 Yawei Zhang 0 0 College of Physics and Engineering, Qufu Normal University , Qufu 273165

Correction to: Biochars mitigate greenhouse gas emissions and bioaccumulation of potentially toxic elements and arsenic speciation in Phaseolus vulgaris L.

The original version of this article unfortunately contained a mistake. One affiliation and one author were missing. The corrected affiliations and authors are given here.

TAGLN2 is a candidate prognostic biomarker promoting tumorigenesis in human gliomas

Transgelin-2 (TAGLN2) is a member of the calponin family of actin-bundling proteins that is involved in the regulation of cell morphology, motility, and cell transformation. Here, the clinical significance and potential function of TAGLN2 in malignant gliomas were investigated. Molecular and clinical data was obtained from The Cancer Genome Atlas (TCGA) database. Gene ontology...

Set-Valued Stochastic Equation with Set-Valued Square Integrable Martingale

In this paper, we shall introduce the stochastic integral of a stochastic process with respect to set-valued square integrable martingale. Then we shall give the Aumann integral measurable theorem, and give the set-valued stochastic Lebesgue integral and set-valued square integrable martingale integral equation. The existence and uniqueness of solution to set-valued stochastic...

Body mass index is associated with type 2 diabetes mellitus in Chinese elderly

Body mass index is associated with type 2 diabetes mellitus in Chinese elderly Qianping Zhao,1 Jari A Laukkanen,2,3 Qifu Li,4 Gang Li1 1Division of Cardiology, Department of Geriatrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People’s Republic of China; 2Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio...

Could the observation of X(5568) be a result of the near threshold rescattering effects?

We investigate the invariant mass distributions of \(B_s\pi \) via different rescattering processes. The triangle singularity which appears in the rescattering amplitude may simulate the resonance-like bump around 5568 MeV. However, because the scattering \(B_s^*\pi \rightarrow B_s\pi \) is supposed to be weak, if the pertinent background is much larger, it would be hard to...

Tissue source determines the differentiation potentials of mesenchymal stem cells: a comparative study of human mesenchymal stem cells from bone marrow and adipose tissue

Background Mesenchymal stem cells (MSCs) possess intrinsic regeneration capacity as part of the repair process in response to injury, such as fracture or other tissue injury. Bone marrow and adipose tissue are the major sources of MSCs. However, which cell type is more effective and suitable for cell therapy remains to be answered. The intrinsic molecular mechanism supporting the...

Porcine brain extract promotes osteogenic differentiation of bone marrow derived mesenchymal stem cells and bone consolidation in a rat distraction osteogenesis model

Kong and the research was made possible by resources donated by Lui Che Woo Foundation Limited. Author Contributions Conceptualization: Wayne Yukwai Lee, Gang Li. 11 / 14 Data curation: Yuxin Sun ... , Bin Wang, Yang Liu. Funding acquisition: Yimin Chai, Gang Li. Investigation: Wayne Yukwai Lee, Qinglin Kang. Methodology: Jia Xu, Yuxin Sun, Tianyi Wu, Bin Wang, Yang Liu. Project administration

Synergistic effects on mesenchymal stem cell-based cartilage regeneration by chondrogenic preconditioning and mechanical stimulation

Background Mesenchymal stem cells (MSCs) hold promising translational potential in cartilage regeneration. However, the efficacy of MSC-based tissue engineering is not satisfactory in the treatment of cartilage defect because of the inevitable cellular functional changes during ex vivo cell expansion. How to maintain the chondrogenic capacity of MSCs to improve their therapeutic...

Preference Relation-based Markov Random Fields for Recommender Systems

A preference relation-based Top-N recommendation approach is proposed to capture both second-order and higher-order interactions among users and items. Traditionally Top-N recommendation was achieved by predicting the item ratings first, and then inferring the item rankings, based on the assumption of availability of explicit feedback such as ratings, and the assumption that...