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| 1 | A Robust Collaborative Recommendation Algorithm Based on k-distance and Tukey M-estimator显示文摘The existing collaborative recommendation algorithms have lower robustness against shilling attacks.With this problem in mind,in this paper we propose a robust collaborative recommendation algorithm based on k-distance and Tukey M-estimator.Firstly,we propose a k-distancebased method to compute user suspicion degree(USD).The reliable neighbor model can be constructed through incorporating the user suspicion degree into user neighbor model.The influence of attack profiles on the recommendation results is reduced through adjusting similarities among users.Then,Tukey M-estimator is introduced to construct robust matrix factorization model,which can realize the robust estimation of user feature matrix and item feature matrix and reduce the influence of attack profiles on item feature matrix.Finally,a robust collaborative recommendation algorithm is devised by combining the reliable neighbor model and robust matrix factorization model.Experimental results show that the proposed algorithm outperforms the existing methods in terms of both recommendation accuracy and robustness. | YI Huawei ZHANG Fuzhi LAN Jie | 2014 | China Communications2014，11，9： | 6 |
| 2 | Efficient and stable planar all-inorganic perovskite solar cells based on high-quality CsPbBr3 films with controllable morphology显示文摘All-inorganic cesium lead bromide(CsPbBr3)perovskite is attracting growing interest as functional materials in photovoltaics and other optoelectronic devices due to its superb stability.However,the fabrication of high-quality CsPbBr3 films still remains a big challenge by solution-process because of the low solubility of the cesium precursor in common solvents.Herein,we report a facile solution-processed approach to prepare high-quality CsPbBr3 perovskite films via a two-step spin-coating method,in which the Cs Br methanol/H2 O mixed solvent solution is spin-coated onto the lead bromide films,followed by an isopropanol-assisted post-treatment to regulate the crystallization process and to control the film morphology.In this fashion,dense and uniform CsPbBr3 films are obtained consisting of large crystalline domains with sizes up to microns and low defect density.The effectiveness of the resulting CsPbBr3 films is further examined in perovskite solar cells(PSCs)with a simplified planar architecture of fluorine–doped tin oxide/compact Ti O2/CsPbBr3/carbon,which deliver a maximum power conversion efficiency of 8.11%together with excellent thermal and humidity stability.The present work offers a simple and effective strategy in fabrication of high-quality CsPbBr3 films for efficient and stable PSCs as well as other optoelectronic devices. | Xiaojing Wan Ze Yu Wenming Tian Fuzhi Huang Shengye Jin Xichuan Yang Yi-Bing Cheng Anders Hagfeldt Licheng Sun | 2020 | Journal of Energy Chemistry2020，29，7： | 6 |
| 3 | Significantly enhanced oxygen reduction activity of Cu/CuN_xC_y co-decorated ketjenblack catalyst for Al–air batteries显示文摘Highly efficient and non-precious catalysts are imperative for oxygen reduction reaction(ORR) to replace Pt/C. Anchoring efficient active species to carbon supports is a promising and scalable strategy. Here we synthesize Cu nanoparticles and noncrystalline CuN_xC_y species co-decorated ketjenblack(KB) carbon catalyst(denoted as Cu-N-KB-acid) by a facile and scalable method using copper sulfate, melamine, and KB as raw materials. An initial one-pot hydrothermal treatment is designed before pyrolysis process to achieve the good distribution of Cu and melamine on KB via a possible chelation effect. Owing to the synergistic effect of Cu and CuN_xC_y on KB, this composite catalyst displays excellent ORR catalytic activity in alkaline solution, which is comparable to the commercial 20% Pt/C. When used as a catalyst in a home-made Al-air battery, it shows a stable discharge voltage of 1.47 V at a discharge density of 50 mA cm^(-2), a little higher than that of Pt/C(1.45 V). | Fuzhi Li Jingsha Li Qiuju Feng Jun Yan Yougen Tang Haiyan Wang | 2018 | Journal of Energy Chemistry2018，27，2： | 4 |
| 4 | Solution-Processed Titanium Chelate Used as Both Electrode Modification Layer and Intermediate Layer for Efficient Inverted Tandem Polymer Solar Cells显示文摘 | Zhenzhen Shi Hao Liu Lixing Xia Yiming Bai Fuzhi Wang Bing Zhang Tasawar Hayat Ahmed Alsaedi CandZhan'ao Tan | 2018 | Chinese Journal of Chemistry2018，36，3： | 3 |
| 5 | Fabrication of well-dispersive yttrium-stabilized cubic zirconia nanoparticles via vapor phase hydrolysis | Fuzhi Shi Yaogang Li Hongzhi Wang Qinghong Zhang | 2012 | Progress in Natural Science:Materials International2012，22，1： | 2 |
| 6 | Robust Recommendation Algorithm Based on Kernel Principal Component Analysis and Fuzzy C-means Clustering显示文摘面临先令攻击,存在建议算法有更低的坚韧性。就这个问题而言,我们在场一个柔韧的建议算法基于聚类的核主管部件分析和模糊 c 工具。第一,我们使用核主管部件分析方法减少原来的等级矩阵的维数,它能提取用户和项目的有效特征。根据在攻击侧面之间的减少尺寸的等级矩阵和高关联特征,然后,我们使用聚类方法聚类用户概况的模糊 c 工具,它能认识到真侧面和攻击侧面的有效分离。最后,我们基于攻击察觉结果构造指示物功能到攻击的影响在建议上介绍的减少,并且把它合并到矩阵因式分解技术设计相应柔韧的建议算法。实验结果显示建议算法比在建议精确性和坚韧性的存在方法优异。 | YI Huawei NIU Zaiseng ZHANG Fuzhi LI Xiaohui WANG Yajun | 2018 | Wuhan University Journal of Natural Sciences2018，23，2： | 2 |
| 7 | Upgrade of three municipal wastewater treatment lagoons using a high surface area media显示文摘Abstract Lagoon-based municipal wastewater treatment plants (WWTPs) are facing difficulties meeting the needs of rapid population growth as well as the more stringent requirements of discharge permits. Three municipal WWTPs were modified using a high surface area media with upgraded fine-bubble aeration systems. Performance data collected showed very promising results in terms of five-day biochemical oxygen demand (BOD5), ammonia (NH3) and total suspended solids (TSS) removal. Two-year average ammonia effluents were 4.1 mg. L-1 for Columbia WWTP, 4 mg. L-1 for Larchmont WWTP and 2.1 mg. L-1 for Laurelville WWTE respectively. Two- year average BOD5 effluents were 6.8, 4.9 and 2.7 mg.Ll, and TSS effluents were 15.0, 9.6 and 7.5 mg.L-L The systems also showed low fecal coliform (FC) levels in their effluents. | John WANC Peng JINt Paul L.BISHOP Fuzhi LI | 2012 | Frontiers of Environmental Science & Engineering2012，6，2： | 2 |
| 8 | An Ensemble Detection Method for Shilling Attacks Based on Features of Automatic Extraction显示文摘Faced with the evolving attacks in recommender systems, many detection features have been proposed by human engineering and used in supervised or unsupervised detection methods. However, the detection features extracted by human engineering are usually aimed at some specific types of attacks. To further detect other new types of attacks, the traditional methods have to re-extract detection features with high knowledge cost. To address these limitations, the method for automatic extraction of robust features is proposed and then an Adaboost-based detection method is presented. Firstly, to obtain robust representation with prior knowledge, unlike uniform corruption rate in traditional mLDA(marginalized Linear Denoising Autoencoder), different corruption rates for items are calculated according to the ratings’ distribution. Secondly, the ratings sparsity is used to weight the mapping matrix to extract low-dimensional representation. Moreover, the uniform corruption rate is also set to the next layer in mSLDA(marginalized Stacked Linear Denoising Autoencoder) to extract the stable and robust user features. Finally, under the robust feature space, an Adaboost-based detection method is proposed to alleviate the imbalanced classification problem. Experimental results on the Netflix and Amazon review datasets indicate that the proposed method can effectively detect various attacks. | Yaojun Hao Fuzhi Zhang Jinbo Chao | 2019 | China Communications2019，16，8： | 2 |
| 9 | High strength and high porosity YB2C2 ceramics prepared by a new high temperature reaction/partial sintering process显示文摘Porous ultrahigh temperature ceramics(UHTCs) are potential candidates as reusable thermal protection materials of transpiration cooling system in scramjet engine. However, low strength and low porosity are the main limitations of porous UHTCs. To overcome these problems, herein, a new and simple in-situ reaction/partial sintering process has been developed for preparing high strength and high porosity porous YB2C2. In this process, a simple gas-releasing in-situ reaction has been designed, and the formation and escape of gases can block the shrinkage during sintering process, which is favorable to increase the porosity of porous YB2C2. In order to demonstrate the advantages of the new method, porous YB2C2 ceramics have been fabricated from Y2O3, BN and graphite powders for the first time. The as-prepared porous YB2C2 ceramics possess high porosity of 57.17%–75.26% and high compressive strength of 9.32–34.78 MPa.The porosity, sintered density, radical shrinkage and compressive strength of porous YB2C2 ceramics can be controlled simply by changing the green density. Due to utilization of graphite as the carbon source, the porous YB2C2 ceramics show anisotropy in microstructure and mechanical behavior. These features render the porous YB2C2 ceramics promising as a thermal-insulating light-weight component for transpiration cooling system. | Heng Chen Huimin Xiang Fuzhi Dai Jiachen Liu Yanchun Zhou | 2019 | Journal of Materials Science & Technology2019，35，12： | 2 |
| 10 | Discovery of Ophiolitic Mélange in the North Region of Geji County, Northwest Tibet and Its Zircon U-Pb Age显示文摘Objective The Bangong Co–Nujiang River suture zone is the great boundary between the Lhasa and Qiangtang terranes in the Tibetan Plateau.A series of major scientific issues are still controversial at present such as the subduction polarity and evolutionary process of this suture(Wei Shaogang et al.,2017).A new ophiolitic mélange(Nage–Zuolege)has been discovered in the northern region of Geji | LI Baolong SONG Yang PENG Bo GONG Fuzhi YANG Shaoge ZHOU Lei | 2018 | Acta Geologica Sinica(English Edition)2018，92，5： | 2 |
| 11 | Shear anisotropy: Tuning high temperature metal hexaborides from soft to extremely hard显示文摘Easy machining into sharp lending edge, nose tip and complex shape components plays a pivotal role in the application of ultrahigh temperature ceramics in hypersonic vehicles, wherein low and controllable hardness is a necessary parameter to ensure the easy machinability. However, the mechanism that driving the hardness of metal hexaborides is not clear. Here, using a combination of the empirical hardness model for polycrystalline materials and density functional theory investigation, the hardness dependence on shear anisotropic factors of high temperature metal hexaborides has been established. It has come to light that through controlling the shear anisotropic factors the hardness of polycrystalline metal hexaborides can be tailored from soft and ductile to extremely hard and brittle, which is underpinned by the degree of chemical bonding anisotropy, i.e., the difference of B-B bond within the B_6 octahedron and that connecting the B_6 octahedra. | Yanchun Zhou Fuzhi Dai Huimin Xiang Bin Liu Zhihai Feng | 2017 | Journal of Materials Science & Technology2017，33，11： | 2 |
| 12 | Solution‐Processed Rhenium Oxide: A Versatile Anode Buffer Layer for High Performance Polymer Solar Cells with Enhanced Light Harvest显示文摘 | Zhan’ao Tan Liangjie Li Fuzhi Wang Qi Xu Shusheng Li Gang Sun Xiaohe Tu Xuliang Hou Jianhui Hou Yongfang Li | 2014 | Adv. Energy Mater2014，，1： | 1 |
| 13 | Microstructure and Mechanical Properties of Nb-B bearing Low Carbon Steel Plate: Ultrafast Cooling versus Accelerated Cooling显示文摘The microstructure and mechanical properties of low carbon bainite high strength steel plate were studied via different cooling paths at the pilot scale. There was a significant increase in mechanical properties, and notably, the yield strength, tensile strength, and toughness at-40 ℃ for the tested steel processed by ultra-fast cooling were 126 MPa, 98 MPa and 69 J, respectively, in relation to steel processed by accelerated cooling. The ultra-fast cooling rate not only refined the microstructure, precipitates, and martensiteaustenite(M/A) islands, but also contributed to the refinement of microstructure in thick plates. The large size M/A constituents formed at lower cooling rate experienced stress concentration and were potential sites for crack initiation, which led to deterioration of low-temperature impact toughness. In contrast, the acicular ferrite and lath bainite with high fraction of high-angle grain boundaries were formed in steel processed by ultra-fast cooling, which retarded cleavage crack propagation. | 王丙兴 DONG Fuzhi WANG Zhaodong RDK Misra WANG Guodong | 2017 | Journal of Wuhan University of Technology(Materials Science)2017，32，3： | 1 |
| 14 | Ape-10' -lycopenoic acid, inhibits the growth of lung cancer cells in vitro and suppresses lung carcinogenesis in A/J mice in rive显示文摘 | LIAN Fuzhi SMITH D E EMST H | 2007 | Carcinogenesis2007，28，7： | 1 |
| 15 | Recent progress in perovskite solar cells:from device to commercialization显示文摘Perovskite solar cells(PSCs) are undergoing rapid development and the power conversion efficiency reaches 25.7% which attracts increasing attention on their commercialization recently.In this review,we summarized the recent progress of PSCs based on device structures,perovskite-based tandem cells,large-area modules,stability,applications and industrialization.Last,the challenges and perspectives are discussed,aiming at providing a thrust for the commercialization of PSCs in the near future. | Xinhui Luo Xuesong Lin Feng Gao Yang Zhao Xiaodong Li Liqing Zhan Zexiong Qiu Jin Wang Cong Chen Lei Meng Xiaofeng Gao Yu Zhang Zijian Huang Rundong Fan Huifen Liu Yanrun Chen Xiaoxue Ren Jiahong Tang Chun-Hao Chen Dong Yang Yongguang Tu Xiao Liu Dongxue Liu Qing Zhao Jingbi You Junfeng Fang Yongzhen Wu Hongwei Han Xiaodan Zhang Dewei Zhao Fuzhi Huang Huanping Zhou Yongbo Yuan Qi Chen Zhaokui Wang Shengzhong(Frank)Liu Rui Zhu Jotaro Nakazaki Yongfang Li Liyuan Han | 2022 | Science China Chemistry2022，65，12： | 1 |
| 16 | Solution-processed Rhenium oxide:a versatile anode buffer layer for high performance polymer solar cells with enhanced light harvest显示文摘 | Tan Zhan’ao Li Liangjie Wang Fuzhi | | 0，，： | 1 |
| 17 | Mesoporous anatase TiOz beads with high surface areas and controllable pore sizes: a superior candidate for high-performance dye-sensitized solar cells显示文摘 | Chen Dehong Huang Fuzhi Cheng Yibing Caruso Rachel A | 2009 | Advanced Materials2009，21，21： | 1 |
| 18 | Stereo Matching Using Iterative Dynamic Programming Based on Color Segmentation of Images 显示文摘 | WANG Fuzhi SONG Changlin DU Qiang | 2014 | Journal of Computers(S1796-203X)2014，9，6： | 1 |
| 19 | 显示文摘 | Huang Fuzhi Zhou Meifang Cheng Yibing | 2006 | Chem Mater2006，18，： | 1 |
| 20 | Mesoporous anatase TiO2 beads with high surface areas and controllable pore sizes: a superior candidate for high-performance dye-sensitized solar ceils 显示文摘 | CHEN Dehong HUANG Fuzhi CHENG Yibing | 2009 | Adv Mater2009，21，21： | 1 |
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