13 results on '"Cai-Rong Yan"'
Search Results
2. Expert-opinions Based Linear Regression Model for Top-N Recommendation
- Author
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Ming Zhu, Cai-Rong Yan, and Hong-Tao Zhang
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business.industry ,Computer science ,media_common.quotation_subject ,Similarity measure ,Recommender system ,Machine learning ,computer.software_genre ,MovieLens ,Data set ,Set (abstract data type) ,Linear regression ,Collaborative filtering ,Quality (business) ,Artificial intelligence ,business ,computer ,media_common - Abstract
Expert-opinions approaches based on CF (collaborative filtering) have demonstrated a successful means for top-N recommendation, such as Expert-CF. However, the choice of the similarity measure used for evaluation of user-expert relationships is crucial for the success of such approaches. In this paper, we present an approach to calculate user-expert similarities by formulating a regression problem which enables us to extract the similarities from the data in a problem specific way. A comprehensive set of experiments is conducted by predicting a subset of the MovieLens data set. We use ratings crawled from a web portal of expert reviews to generate high quality recommendations. The experiments show that the proposed method improves upon the standard Expert-CF model and outperforms other state-of-the-art top-N recommendation approaches in terms of achieving good balance between recommendation quality and speed.
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- 2018
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3. Automatic Gallbladder Location and Segmentation Based on Anatomical Knowledge
- Author
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Yong Feng Huang, Zhen Zhen Xu, and Cai Rong Yan
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Similarity (geometry) ,Level set method ,Computer science ,business.industry ,Gallbladder ,Pattern recognition ,General Medicine ,Image segmentation ,Level set ,medicine.anatomical_structure ,Transformation (function) ,medicine ,Segmentation ,Circumscribed sphere ,Artificial intelligence ,business - Abstract
Locating object regions is particularly important for image segmentation. Incorporating knowledge of human anatomy, such as numerical anatomical models, into image segmentation to produce more effective results. This paper presents a method of automatic gallbladder location and segmentation based on anatomical knowledge. Firstly, located liver according to the anatomic knowledge that the liver is the largest internal organ using distance transformation and then segmented liver with located outline as initial function using level set method. Secondly, located gallbladder according to the anatomic knowledge that the gallbladder is wrapped in liver using the circumscribed sphere of the liver surface and the sphere of maximum similarity with gallbladder is the location of gallbladder. Finally, segmented gallbladder with the sphere as initial function using level set method.
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- 2014
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4. Research of Localization Algorithm Based on Multi-QR Code
- Author
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Zhen Xue, Cai-rong Yan, and Yong-feng Huang
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Computer science ,Code (cryptography) ,Algorithm - Published
- 2017
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5. Parallel web prefetching on cluster server
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Jun-Yi Shen, Qin-Ke Peng, and Cai-Rong Yan
- Subjects
Instruction prefetch ,Web server ,business.industry ,Computer science ,Computer cluster ,Operating system ,Web log analysis software ,The Internet ,Cache ,computer.software_genre ,Cluster analysis ,business ,computer - Abstract
Prefetching is an important technique for single Web server to reduce the average Web access latency and applying it on cluster server will produce better performance. Two models for parallel Web prefetching on cluster server described in the form of I/O automaton are proposed in this paper according to the different service approaches of Web cluster server: session persistence and session non-persistence. Meanwhile, an advanced scheduling algorithm based on Web prefetching (Prefetch_LARD) is put forward. By mining the transition probability between pages from Web access logs, the algorithm builds up a prefetching model based on Markov chain. Experiments show that under the same test environment, Prefetch_LARD algorithm increases cache hit ratio in up to 26.9% and the throughput in up to 18.8% compared with the classical locality-aware request distribution (LARD) algorithm
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- 2006
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6. Parallel Web mining for link prediction in cluster server
- Author
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Jun-Yi Shen, Qin-Ke Peng, Ding Pan, and Cai-Rong Yan
- Subjects
Web server ,business.industry ,Computer science ,Parallel algorithm ,computer.software_genre ,File server ,Web mining ,Computer cluster ,Node (computer science) ,The Internet ,Data mining ,Hardware_CONTROLSTRUCTURESANDMICROPROGRAMMING ,Web service ,business ,computer ,Time complexity - Abstract
Many Web mining methods have recently been used to model user navigational behavior based on log files of the Web server. Cluster-based server architectures combine good performance and low cost, and are widely used for Web service. In this paper, we propose a parallel Web mining (PWM) algorithm for link prediction in the environment of Web cluster server consisting of several nodes that act as independent Web servers. According to the PWM algorithm, the transition probability matrixes are firstly obtained from the Web log flies of each node by adopting the Markov chain model, compressed under the constraint of the probability threshold c and parallel threshold a, and then sent to the central node which combine these independent results to get an integrated result by some rules. By different accuracy requirement, the PWM algorithm can be divided into simple PWM algorithm (S-PWM), faster but less accurate, and complex PWM algorithm (C-PWM), slower but more accurate. Furthermore, a related incremental parallel Web mining (I-PWM) algorithm is put forward too. The experimental results show that PWM algorithm can not only alleviate the communication cost by sending the mined transition probability matrix and decrease the time complexity by disposing in parallel but also hardly affect the accuracy of the Web mining result.
- Published
- 2005
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7. The RNA-binding protein DAZL functions as repressor and activator of mRNA translation during oocyte maturation
- Author
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Cai-Rong Yang, Gabriel Rajkovic, Enrico Maria Daldello, Xuan G. Luong, Jing Chen, and Marco Conti
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Science - Abstract
The RNA binding protein DAZL plays a critical role during germ cell development. Here the authors provide evidence that DAZL functions both as activator and repressor of translation during oocyte maturation in mouse.
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- 2020
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8. The roles of parathyroid hormone-like hormone during mouse preimplantation embryonic development.
- Author
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Lei Guo, Shu-Tao Qi, De-Qiang Miao, Xing-Wei Liang, Hui Li, Xiang-Hong Ou, Xin Huang, Cai-Rong Yang, Ying-Chun Ouyang, Yi Hou, Qing-Yuan Sun, and Zhiming Han
- Subjects
Medicine ,Science - Abstract
Parathyroid hormone-like hormone (PTHLH) was first identified as a parathyroid hormone (PTH)-like factor responsible for humoral hypercalcemia in malignancies in the 1980s. Previous studies demonstrated that PTHLH is expressed in multiple tissues and is an important regulator of cellular and organ growth, development, migration, differentiation, and survival. However, there is a lack of data on the expression and function of PTHLH during preimplantation embryonic development. In this study, we investigated the expression characteristics and functions of PTHLH during mouse preimplantation embryonic development. The results show that Pthlh is expressed in mouse oocytes and preimplantation embryos at all developmental stages, with the highest expression at the MII stage of the oocytes and the lowest expression at the blastocyst stage of the preimplantation embryos. The siRNA-mediated depletion of Pthlh at the MII stage oocytes or the 1-cell stage embryos significantly decreased the blastocyst formation rate, while this effect could be corrected by culturing the Pthlh depleted embryos in the medium containing PTHLH protein. Moreover, expression of the pluripotency-related genes Nanog and Pou5f1 was significantly reduced in Pthlh-depleted embryos at the morula stage. Additionally, histone acetylation patterns were altered by Pthlh depletion. These results suggest that PTHLH plays important roles during mouse preimplantation embryonic development.
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- 2012
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9. The G protein coupled receptor 3 is involved in cAMP and cGMP signaling and maintenance of meiotic arrest in porcine oocytes.
- Author
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Cai-Rong Yang, Yanchang Wei, Shu-Tao Qi, Lei Chen, Qing-Hua Zhang, Jun-Yu Ma, Yi-Bo Luo, Ya-Peng Wang, Yi Hou, Heide Schatten, Zhong-Hua Liu, and Qing-Yuan Sun
- Subjects
Medicine ,Science - Abstract
The arrest of meiotic prophase in mammalian oocytes within fully grown follicles is dependent on cyclic adenosine monophosphate (cAMP) regulation. A large part of cAMP is produced by the Gs-linked G-protein-coupled receptor (GPR) pathway. In the present study, we examined whether GPR3 is involved in the maintenance of meiotic arrest in porcine oocytes. Expression and distribution of GPR3 were examined by western blot and immunofluorescence microscopy, respectively. The results showed that GPR3 was expressed at various stages during porcine oocyte maturation. At the germinal vesicle (GV) stage, GPR3 displayed a maximal expression level, and its expression remained stable from pro-metaphase I (MI) to metaphase II (MII). Immunofluorescence staining showed that GPR3 was mainly distributed at the nuclear envelope during the GV stage and localized to the plasma membrane at pro-MI, MI and MII stages. RNA interference (RNAi) was used to knock down the GPR3 expression within oocytes. Injection of small interfering double-stranded RNA (siRNA) targeting GPR3 stimulated meiotic resumption of oocytes. On the other hand, overexpression of GPR3 inhibited meiotic maturation of porcine oocytes, which was caused by increase of cGMP and cAMP levels and inhibition of cyclin B accumulation. Furthermore, incubation of porcine oocytes with the GPR3 ligand sphingosylphosphorylcholine (SPC) inhibited oocyte maturation. We propose that GPR3 is required for maintenance of meiotic arrest in porcine oocytes through pathways involved in the regulation of cAMP and cGMP.
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- 2012
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10. Spindle assembly checkpoint regulates mitotic cell cycle progression during preimplantation embryo development.
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Yanchang Wei, Saima Multi, Cai-Rong Yang, Junyu Ma, Qing-Hua Zhang, Zhen-Bo Wang, Mo Li, Liang Wei, Zhao-Jia Ge, Chun-Hui Zhang, Ying-Chun Ouyang, Yi Hou, Heide Schatten, and Qing-Yuan Sun
- Subjects
Medicine ,Science - Abstract
Errors in chromosome segregation or distribution may result in aneuploid embryo formation, which causes implantation failure, spontaneous abortion, genetic diseases, or embryo death. Embryonic aneuploidy occurs when chromosome aberrations are present in gametes or early embryos. To date, it is still unclear whether the spindle assembly checkpoint (SAC) is required for the regulation of mitotic cell cycle progression to ensure mitotic fidelity during preimplantation development. In this study, using overexpression and RNA interference (RNAi) approaches, we analyzed the role of SAC components (Bub3, BubR1 and Mad2) in mouse preimplantation embryos. Our data showed that overexpressed SAC components inhibited metaphase-anaphase transition by preventing sister chromatid segregation. Deletion of SAC components by RNAi accelerated the metaphase-anaphase transition during the first cleavage and caused micronuclei formation, chromosome misalignment and aneuploidy, which caused decreased implantation and delayed development. Furthermore, in the presence of the spindle-depolymerizing drug nocodazole, SAC depleted embryos failed to arrest at metaphase. Our results suggest that SAC is essential for the regulation of mitotic cell cycle progression in cleavage stage mouse embryos.
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- 2011
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11. ER-α36, a novel variant of ER-α, mediates estrogen-stimulated proliferation of endometrial carcinoma cells via the PKCδ/ERK pathway.
- Author
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Jing-Shan Tong, Qing-Hua Zhang, Zhen-Bo Wang, Sen Li, Cai-Rong Yang, Xue-Qi Fu, Yi Hou, Zhao-Yi Wang, Jun Sheng, and Qing-Yuan Sun
- Subjects
Medicine ,Science - Abstract
Recently, a variant of ER-α, ER-α36 was identified and cloned. ER-α36 lacks intrinsic transcription activity and mainly mediates non-genomic estrogen signaling. The purpose of this study was to investigate the function and the underlying mechanisms of ER-α36 in growth regulation of endometrial Ishikawa cancer cells.The cellular localization of ER-α36 and ER-α66 were determined by immunofluorescence in the Ishikawa cells. Ishikawa endometrial cancer control cells transfected with an empty expression vector, Ishikawa cells with shRNA knockdown of ER-α36 (Ishikawa/RNAiER36) and Ishikawa cells with shRNA knockdown of ER-α66 (Ishikawa/RNAiER66) were treated with E2 and E2-conjugated to bovine serum albumin (E2-BSA, membrane impermeable) in the absence and presence of different kinase inhibitors HBDDE, bisindolylmaleimide, rottlerin, H89 and U0126. The phosphorylation levels of signaling molecules and cyclin D1/cdk4 expression were examined with Western blot analysis and cell growth was monitored with the MTT assay.Immunofluorescence staining of Ishikawa cells demonstrated that ER-α36 was expressed mainly on the plasma membrane and in the cytoplasm, while ER-α66 was predominantly localized in the cell nucleus. Both E2 and E2-BSA rapidly activated PKCδ not PKCα in Ishikawa cells, which could be abrogated by ER-α36 shRNA expression. E2-and E2-BSA-induced ERK phosphorylation required ER-α36 and PKCδ. However, only E2 was able to induce Camp-dependent protein kinase A (PKA) phosphorylation. Furthermore, E2 enhances cyclin D1/cdk4 expression via ER-α36.E2 activates the PKCδ/ERK pathway and enhances cyclin D1/cdk4 expression via the membrane-initiated signaling pathways mediated by ER-α36, suggesting a possible involvement of ER-α36 in E2-dependent growth-promoting effects in endometrial cancer cells.
- Published
- 2010
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12. Short-term preservation of porcine oocytes in ambient temperature: novel approaches.
- Author
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Cai-Rong Yang, De-Qiang Miao, Qing-Hua Zhang, Lei Guo, Jing-Shan Tong, Yanchang Wei, Xin Huang, Yi Hou, Heide Schatten, ZhongHua Liu, and Qing-Yuan Sun
- Subjects
Medicine ,Science - Abstract
The objective of this study was to evaluate the feasibility of preserving porcine oocytes without freezing. To optimize preservation conditions, porcine cumulus-oocyte complexes (COCs) were preserved in TCM-199, porcine follicular fluid (pFF) and FCS at different temperatures (4°C, 20°C, 25°C, 27.5°C, 30°C and 38.5°C) for 1 day, 2 days or 3 days. After preservation, oocyte morphology, germinal vesicle (GV) rate, actin cytoskeleton organization, cortical granule distribution, mitochondrial translocation and intracellular glutathione level were evaluated. Oocyte maturation was indicated by first polar body emission and spindle morphology after in vitro culture. Strikingly, when COCs were stored at 27.5°C for 3 days in pFF or FCS, more than 60% oocytes were still arrested at the GV stage and more than 50% oocytes matured into MII stages after culture. Almost 80% oocytes showed normal actin organization and cortical granule relocation to the cortex, and approximately 50% oocytes showed diffused mitochondria distribution patterns and normal spindle configurations. While stored in TCM-199, all these criteria decreased significantly. Glutathione (GSH) level in the pFF or FCS group was higher than in the TCM-199 group, but lower than in the non-preserved control group. The preserved oocytes could be fertilized and developed to blastocysts (about 10%) with normal cell number, which is clear evidence for their retaining the developmental potentiality after 3d preservation. Thus, we have developed a simple method for preserving immature pig oocytes at an ambient temperature for several days without evident damage of cytoplasm and keeping oocyte developmental competence.
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- 2010
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13. Parallel Web mining for link prediction in cluster server.
- Author
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Cai-Rong Yan, Jun-Yi Shen, Qin-Ke Peng, and Ding Pan
- Published
- 2005
- Full Text
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