MULTI-CONSTRAINT NON-NEGATIVE MATRIX FACTORIZATION FOR COMMUNITY DETECTION: ORTHOGONAL REGULAR SPARSE CONSTRAINT NON-NEGATIVE MATRIX FACTORIZATION

Multi-constraint non-negative matrix factorization for community detection: orthogonal regular sparse constraint non-negative matrix factorization

Abstract Community detection is an important method to analyze the characteristics and structure of community networks, which can olea europaea montra excavate the potential links between nodes and further discover subgroups from complex networks.However, most of the existing methods only unilaterally consider the direct link topology without compr

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Inferring Diagnostic and Prognostic Gene Expression Signatures Across WHO Glioma Classifications: A Network-Based Approach

Tumor heterogeneity is a challenge to designing effective and targeted therapies.Glioma-type identification depends on specific molecular and histological features, which are defined by the official World Health Organization (WHO) classification of the central nervous system (CNS).These guidelines are invertatop squeeze bottle constantly updated to

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The hypoxia-driven crosstalk between tumor and tumor-associated macrophages: mechanisms and clinical treatment strategies

Abstract Given that hypoxia is a persistent physiological feature of many different solid tumors and a key driver for cancer malignancy, it is thought to be a major target in cancer treatment recently.Tumor-associated macrophages (TAMs) are the most abundant immune cells in the tumor microenvironment (TME), which have a large impact on tumor develo

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Stage-Wise Learning of Reaching Using Little Prior Knowledge

In some manipulation robotics environments, because of the difficulty of precisely modeling dynamics and computing features which describe well the variety of scene appearances, hand-programming a robot behavior is often intractable.Deep reinforcement learning methods partially alleviate this problem in that they can dispense with hand-crafted feat

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Temporal-based pericranial flaps for orbitofrontal Dural repair: A technical note and Review of the literature

Introduction: Pericranial flaps are widely used for dural repair as they are easily accessible and have a lower rate of infection than artificial grafts.Vascularized flaps superdry baseball top increase the rate of successful dural closure and minimize the risk of cerebrospinal fluid leak and infection.However, regional access can be limited by the

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