Research on Web Page Classification Method Based on Query Log

Web page classification is an important application in many fields of Internet information retrieval, such as providing directory classification and vertical search. Methods based on query log which is a light weight version of Web page classification can avoid Web content crawling, making it relatively high in efficiency, but the sparsity of user click data makes it difficult to be used directly for constructing a classifier. To solve this problem, we explore the semantic relations among different queries through word embedding, and propose three improved graph structure classification algorithms. To reflect the semantic relevance between queries, we map the user query into the low-dimensional space according to its query vector in the first step. Then, we calculate the uniform resource locator (URL) vector according to the relationship between the query and URL. Finally, we use the improved label propagation algorithm (LPA) and the bipartite graph expansion algorithm to classify the unlabeled Web pages. Experiments show that our methods make about 20% more increase in F1-value than other Web page classification methods based on query log.     

Research on Spatially Adaptive High-Order Total Variation Model for Weak Fluorescence Image Restoration

Photoacoustic imaging acquires the absorption contrast of biological tissue with ultrasound resolution. It has been broadly investigated in biomedicine for animal and clinical studies. Recently, a micro-electro-mechanical system (MEMS) scanner has been utilized in photoacoustic imaging systems to enhance their performance and extend the realm of applications. The review provides a recap of recent developments in photoacoustic imaging using MEMS scanner, from instrumentation to applications. The topics include the design of MEMS scanner, its use in photoacoustic microscopy, miniature imaging probes, development of dual-modality systems, as well as cutting-edge bio-imaging studies.     

大型体育赛事交通战略研究

大型体育赛事对城市客运交通和物流保障等方面带来巨大挑战,迫切需要城市政府制定相关交通战略.基于大型体育赛事交通需求构成和特征分析,从短时高强度客流、高品质交通保障能力、绿色交通等方面研讨赛事给城市交通带来的挑战.为应对这些挑战,需要从城市和赛事两方面制定对应战略.城市层面,需要着眼于长远发展目标,以赛事为契机推动空间结...     

最小化网络总时延启发式遗传算法

路由选择算法是用于决定计算机网络每个结点输入的信息包应当从哪一个输出线路发送出去,以便使得某种指定的费用最小。提出了一种新的有效启发式遗传路由算法,以使网络总时延最小。该算法采用了启发式遗传路由方案,从而获得近似最优解。采用遗传算法的方法可以减少网络路由算法的运算规模,实现逐步求解。与其他已知类似算法相比较,该算法具有较小的时间复杂性。     

我国交通事故现状及预防对策研究

对比分析了我国与发达国家交通事故状况，分析我国交通事故的特点，提出了预防和减少我国交通事故的对策，希冀促进我国道路交通安全水平的提高。     

STUDY ON THE THERAPEUTIC EFFECTS OF GINSENOSIDE Rg-1 AND GASTRODINE ON AD MODEL RATS INDUCED BY β-AMYLOID PEPTIDE （25-35）

Alzheimer sdisease(AD)isadegenerativedis orderofcentralnervoussysteminhumanbeing.It ischaracterizedbylossofmemory,cognitivede clineandmisbehavior,aswellasoxidativedamage isincreasedandmetabolicrateisdecreased.Major pathologicalmarksofADareextracellarsenil…     

5-氮胞苷对宫颈癌细胞系DAPK1异常甲基化的影响

目的　观察宫颈癌细胞系SiHa及HeLa中凋亡相关蛋白激酶 1(DAPK1)的表达与甲基化修饰之间的相关性,以及5 氮胞苷对细胞DAPK1表达和生长的影响。方法　应用甲基化特异性PCR法分析细胞中DAPK1的甲基化状态;采用RT- PCR及免疫组化SABC法检测不同浓度 5- 氮胞苷干预对宫颈癌细胞 DAPK1 mRNA及蛋白表达的影响;MTT法观察5 -氮胞苷对细胞增殖的影响。结果　DAPK1基因在宫颈癌细胞 SiHa中有甲基化修饰,5- 氮胞苷干预能使其甲基化的DAPK1基因重新表达并抑制细胞生长。结论　DAPK1 的甲基化修饰是宫颈癌发生重要机制之一,5 -氮胞苷能使甲基化的DAPK1去除甲基化修饰,重新表达并恢复抑癌作用。     

TGF-β_2对体外培养的牛眼小梁细胞MMP_2表达和活性的影响

目的了解转化生长因子-β2(TGF-β2)对体外培养的牛眼小梁(TM)细胞基质金属蛋白酶-2(MMP2)的表达和活性的影响,探讨TGF-β2在原发性开角型青光眼(POAG)发病机制中的作用。方法用含有1.0μg/L TGF-β2或含1.0μg/L TGF-β2+100g/L鼠抗人PAI-1IgG(PAI-1中和抗体)的无血清DMEM分别孵育TM细胞24、36、48h。对照组(Co)加入不含实验药物的无血清DMEM,用Western印迹法检测MMP2及纤溶酶原活化抑制剂-1(PAI-1)的表达。结果TGF-β2可显著增强TM细胞MMP2前体及PAI-1的表达。PAI-1中和抗体可促进MMP2前体向其活化形式转化。结论TGF-β2可通过抑制MMP2的活化过程导致TM细胞的细胞外基质(ECM)的异常堆积,造成房水引流阻力的增加,参与POAG的发病。     

低硒、低碘对大鼠离体胸主动脉血管收缩性的影响

目的研究低硒、低碘对大鼠离体胸主动脉收缩力的作用并探讨其机制。方法采用离体血管张力实验法,观察并比较模型实验组、碘化钾(KI)实验组、亚硒酸钠(Na2SeO2)实验组大鼠与正常大鼠之间在不同条件下主动脉收缩力的异同。结果模型大鼠的胸主动脉收缩力均小于正常大鼠(P<0.05);碘化钾(1 mmol/L)对大鼠离体胸主动脉无收缩或扩张作用,对氯化钾(KCl)和去甲肾上腺素(NE)产生的收缩无协同作用(P>0.05);亚硒酸钠(0.1 mol/L)对大鼠离体胸主动脉无收缩或扩张作用,对氯化钾(KCl)和去甲肾上腺素(NE)产生的收缩有明显的协同作用(P<0.01)。结论低硒、低碘状况下,大鼠胸主动脉环对氯化钾、去甲肾上腺素、苯肾上腺素所引起的收缩均有不同程度的减弱。     

Ⅰ型胶原及NF-κB与动脉粥样硬化关系的实验研究

目的探讨动脉粥样硬化(AS)时血脂成分的改变以及Ⅰ型胶原mRNA与其蛋白、NF-κBmRNA与其蛋白在兔AS发生中的作用及其机制,为临床预防及治疗AS斑块提供新的理论依据。方法采用HE、免疫组化及原位杂交法染色,光镜观察AS病变,并应用CMIAS真彩色医学图像分析系统分析;检测40只食饵性AS新西兰兔血脂成分的改变及血管壁的病理变化、Ⅰ型胶原mRNA与其蛋白、NF-κBmRNA与其蛋白的表达情况。结果实验兔15周时血胆固醇(TC)升高约43倍,血低密度脂蛋白(LDL)升高约37倍。主动脉内壁可见脂质条纹形成。主动脉AS病变Ⅰ型胶原、NF-κB蛋白及Ⅰ型胶原mRNA、NF-κBmRNA表达定量(A值)分别为0.27±0.02、0.19±0.01及0.30±0.03、0.35±0.03,显著高于对照组(0.08±0.01、0.09±0.01及0.11±0.01、0.10±0.09,P<0.05)。结论AS时Ⅰ型胶原增多刺激NF-κB的活性,可能参与了血管AS的形成。