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EEG-based Emotion Recognition Using Multiple Kernel Learning

Machine Intelligence Research 2022年第5期19卷 472-484页

作者： Qian Cai Guo-Chong cui hai-Xian Wang School of Statistics and Data Science Nanjing Audit UniversityNanjing 211815China Key Laboratory of Child Development and Learning Science of Ministry of Education School of Biological Science&Medical EngineeringSoutheast UniversityNanjing 210096China Institute of Artificial Intelligence of Hefei Comprehensive National Science Center Hefei 230094China

Emotion recognition based on electroencephalography(EEG)has a wide range of applications and has great potential value,so it has received increasing attention from academia and industry in recent ***,multiple kernel learning(MKL)has also been favored by researchers for its data-driven convenience and high ***,there is little research on MKL in EEG-based emotion ***,this paper is dedicated to exploring the application of MKL methods in the field of EEG emotion recognition and promoting the application of MKL methods in EEG emotion ***,we proposed a support vector machine(SVM)classifier based on the MKL algorithm EasyMKL to investigate the feasibility of MKL algorithms in EEG-based emotion recognition *** designed two data partition methods,random division to verify the validity of the MKL method and sequential division to simulate practical ***,tri-categorization experiments were performed for neutral,negative and positive emotions based on a commonly used dataset,the Shanghai Jiao Tong University emotional EEG dataset(SEED).The average classification accuracies for random division and sequential division were 92.25%and 74.37%,respectively,which shows better classification performance than the traditional single kernel *** final results show that the MKL method is obviously effective,and the application of MKL in EEG emotion recognition is worthy of further *** the analysis of the experimental results,we discovered that the simple mathematical operations of the features on the symmetrical electrodes could not effectively integrate the spatial information of the EEG signals to obtain better *** is also confirmed that higher frequency band information is more correlated with emotional state and contributes more to emotion *** summary,this paper explores research on MKL methods in the field of EEG emotion recognition and provides a new way of thinking for EE

关键词： Emotion recognition electroencephalography(EEG) multiple kernel learning machine learning brain computer interface

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Inter-chromosomal insertions into wild-type chromosomes induced by SCRaMbLE

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Frontiers of Chemical Science and Engineering 2024年第9期18卷 125-135页

作者： Sijie Zhou Junyanrui Li Xichen cui ying Wang ying-Jin Yuan Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering(Ministry of Education) School of Chemical Engineering and TechnologyTianjin UniversityTianjin 300072China Frontiers Research Institute for Synthetic Biology Tianjin UniversityTianjin 300072China

Genomic rearrangements play a crucial role in shaping biological phenotypic diversity and driving species *** chromosome rearrangement and modification by LoxP-mediated evolution(SCRaMbLE)has been applied to explore large-scale genomic rearrangements,yet it has been observed that these rearrangements occur exclusively in genomic regions containing loxPsym ***,we found that SCRaMbLE of synthetic yeast harboring synthetic chromosome V and X can generate a variety of synthetic segment insertions into wild-type chromosomes,ranging from 1 to 300 ***,it was revealed that the novel insertions impacted the transcriptional level of neighboring regions and affected the production of exemplar pathway of ***,our results improve the understanding of the ability of SCRaMbLE to generate complex structural variations in nonsynthetic regions and provide a potential model to explore genomic transposable events.

关键词： genomic rearrangements synthetic yeast genome SCRaMbLE inter-chromosomal insertions synthetic biology

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MET receptor tyrosine kinase promotes the generation of functional synapses in adult cortical circuits

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Neural Regeneration Research 2025年第5期20卷 1431-1444页

作者： Yuehua cui Xiaokuang Ma Jing Wei Chang Chen Neha Shakir Hitesch Guirram Zhiyu Dai Trent Anderson Deveroux Ferguson Shenfeng Qiu Basic Medical Sciences University of Arizona College of Medicine-PhoenixPhoenixAZUSA Department of Medicine University of Arizona College of Medicine-PhoenixPhoenixAZUSA

Loss of synapse and functional connectivity in brain circuits is associated with aging and neurodegeneration,however,few molecular mechanisms are known to intrinsically promote synaptogenesis or enhance synapse *** have previously shown that MET receptor tyrosine kinase in the developing cortical circuits promotes dendritic growth and dendritic spine *** investigate whether enhancing MET in adult cortex has synapse regenerating potential,we created a knockin mouse line,in which the human MET gene expression and signaling can be turned on in adult(10–12 months)cortical neurons through doxycycline-containing *** found that similar to the developing brain,turning on MET signaling in the adult cortex activates small GTPases and increases spine density in prefrontal projection *** findings are further corroborated by increased synaptic activity and transient generation of immature silent *** MET signaling resulted in an increasedα-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid/N-methyl-Daspartate(AMPA/NMDA)receptor current ratio,indicative of enhanced synaptic function and *** data reveal that enhancing MET signaling could be an interventional approach to promote synaptogenesis and preserve functional connectivity in the adult *** findings may have implications for regenerative therapy in aging and neurodegeneration conditions.

关键词： aging circuit connectivity cortical circuits molecular mechanisms neural regeneration neurodegeneration synapses

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Visible Light Photocatalytic Properties and Thermochromic Phenomena of Nanostructured BiOCl Microspheres

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Journal of Materials Science & Technology 2014年第11期30卷 1130-1133页

作者： Jiushan Cheng Cong Wang Yinfang cui ying Sun ying Zuo Center for Condensed Matter and Material Physics Department of PhysicsBeihang University

Black nanostructured BiOCI microspheres were directly synthesized by a hydrothermal method. The black ball- like BiOCI microspheres and black flower-like BiOCI microspheres were obtained using different surfactant. The color of the BiOCI microspheres turned from black to white when being annealed at 400 ℃ in air for 3 h and could be recovered to black by exposure to ultraviolet light for a few hours. The photocatalytic activity of both the black and the white BiOCI microspheres was characterized by the photo-degradation of methyl orange dye under visible light irradiation. The black ball-like nanostructure BiOCI displayed the best photocatalytic activity, compared with the white BiOCI and the black flower-like BiOCI. It can degrade the methyl orange dye to 20% within 70 min under visible light irradiation. The high activity of the BiOCI ball-like sphere may own to its special morphology, strong absorption in visible light range and the existence of oxygen vacancies.

关键词： Photocatalysis Black BiOCI Microsphere Thermochromic

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“五位一体”涉外法治人才培养的实践育人路径探索

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武汉大学学报（哲学社会科学版） 2025年第1期78卷 43-53页

作者：崔晓静武汉大学法学院湖北武汉430072

加强以实践为导向的育人机制建设,不仅是联系法学理论教学与实务的桥梁,也是涉外法治人才培养的重点和提升法律人才培养质量的关键。当前我国涉外法治人才实践教育存在课堂教学的理念与模式陈旧、实务课程缺乏系统性与针对性、实习实训... 详细信息

加强以实践为导向的育人机制建设,不仅是联系法学理论教学与实务的桥梁,也是涉外法治人才培养的重点和提升法律人才培养质量的关键。当前我国涉外法治人才实践教育存在课堂教学的理念与模式陈旧、实务课程缺乏系统性与针对性、实习实训资源开发不足以及国际实习机会稀缺等方面的问题,它们表现在实践教学的各个环节。要解决这些问题,高校在涉外法治人才培养中应当坚持“五位一体”的涉外法治人才培养实践育人路径,从引导课堂实练、设计实务课程、强化校内实训、组织校外实践、拓展国际实习网络五方面进行一体化针对性改革,整体提升涉外法治人才实践能力培育的实效。

关键词：实践育人涉外法治人才培养教学改革法学教育习近平法治思想

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Development of a mouse model of arecoline-induced oral mucosal fibrosis

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Asian Pacific Journal of Tropical Medicine 2017年第12期10卷 1177-1184页

作者： Qi-Tao Wen Tao Wang Da-hai Yu Zheng-Rui Wang ying Sun cui-Wei Liang Dental Medical Center People's Hospital of Hainan Province Department of Stomatology First Affiliated Hospital of Guangxi Medical University Department of Oral and Maxillofacial Surgery Stomatology Hospital Guangxi Medical University Department of Oral Medicine Haikou City People's Hospital

Objective: To develop a BALB/c mouse model of oral submucous fibrosis(OSF)induced by arecoline and to exhibit an accumulation of collagen and angiogenesis ***: BALB/c mice were randomly assigned to either the control(distilled water) or experimental group(arecoline)(n = 40). Eight mice from each group were sacrificed every 4 weeks since 8 weeks post treatment. Changes in histopathologic features, levels of collagen type Ⅰ and collagen type Ⅲ, and angiogenesis were ***: In the 8th week, epithelium atrophy, collagen cumulation and micrangium pathologic changes in the lamina propria were observed in the oral mucosa. In the 20th week, hyaline degeneration of the connective tissues was observed on the tongue and palate mucosa. The angiogenesis and collagen type Ⅰ changed significantly as the diseases advanced(P < 0.05); however, collagen type Ⅲ was not statistically ***: An OSF model involving mice can be rapidly induced by drinking a highdose of arecoline. OSF angiogenic changes in mice primarily decrease and collagen accumulation is mainly collagen type Ⅰ.

关键词： Oral submucous fibrosis Mouse model Arecoline Angiogenesis Collagen

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Dynamic Modeling and Analysis of 9-DOF Omnidirectional Legged Vehicle

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Chinese Journal of Mechanical Engineering 2011年第4期24卷 515-521页

作者： GAO Feng WANG Guofu cui ying YANG Xinhong School of Transportation Science ＆ Engineering Beihang University Beijing 100191 China

The omnidirectional legged vehicle with steering-rails has a specific mechanism feature, and it can be controlled flexibly and accurately in omnidirectional motion. Currently there lacks further research in this area. In this paper, the mechanical characteristics of independent walking control and steering control and its kinematics principle are introduced, and a vehicle has a composite motion mode of parallel link mechanism and steering mechanism is presented. The motion direction control of the proposed vehicle is only dependant on its steering rails, so its motion is simple and effective to control. When the relative motion between the walking and steering is controlled cooperatively, the vehicle can walk perfectly. By controlling the steering rails, the vehicle can walk along arbitrary trajectory on the ground. To achieve a good result of motion control, an equivalent manipulator model needs to be built. In terms of the mechanism feature and the kinematic principle, the simplified manipulator model consists of a rail in stance phase, a rail in swing phase, and an equivalent leg. Considering the ground surface slope during walking, a parameter of inclination angle is added. Based on such a RPP manipulator model, the equations of motion are derived by means of Lagrangian dynamic approach. To verify the dynamic equations, the motion of the manipulator model is simulated based on linear and nonlinear motion planning. With the same model and motion parameters, the dynamic equations can be solved by Matlab and the calculation data can be gained. Compared with the simulation data, the result confirms the manipulator dynamic equations are correct. As a result of such special characteristics of the legged mechanism with steering rails, it has a potential broad application prospects. The derivation of dynamics equation could benefit the motion control of the mechanism.

关键词： legged vehicle omnidirectional motion steering rails dynamic modeling dynamic simulation

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Lung Nodules Detection in CT Images Using Gestalt-Based Algorithm

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Chinese Journal of Electronics 2016年第4期25卷 711-718页

作者： QIU Shi WEN Desheng cui ying FENG Jun Xi'an Institute of Optics and Precision Mechanics of CAS University of Chinese Academy of Sciences College of Equipment Engineering Engineering University of Chinese Armed Police Force School of Information Science and Technology Northwest University

To overcome low accuracy and high false positive of existing computer-aided lung nodules *** propose a novel lung nodule detection scheme based on the Gestalt visual cognition *** proposed scheme involves two parts which simulate human eyes cognition features such as simplicity,integrity and ***,lung region was segmented from lung Computed tomography(CT) *** local threedimensional information was integrated into the Maximum intensity pro jection(MIP) images from axial,coronal and sagittal *** this way,lung nodules and vascular are strengthened and discriminated based on pathologic image characteristics of lung *** experimental database includes fifty-three high resolution CT images contained lung nodules,which had been confirmed by *** experimental results show that,the accuracy rate of the proposed algorithm achieves 91.29%.The proposed framework improves performance and computation speed for computer aided nodules detection.

关键词： Computer-aided detection(CAD) Lung nodules Maximum intensity pro jection(MIP)

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Acute hepatitis associated with increased atypical lymphocyte

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Hepatobiliary & Pancreatic Diseases International 2021年第5期20卷 508-510页

作者： hai-Yan Sun hai-Jiang Tong Da-Wei cui Department of Clinical Laboratory Shaoxing Second HospitalShaoxing 312000China Department of Blood Transfusion The First Affiliated HospitalZhejiang University School of MedicineHangzhou 310003China

To the Editor:Hepatitis A and hepatitis E are acute infectious diseases caused by hepatitis A virus(HAV)and hepatitis E virus(HEV),which are mainly transmitted through the fecal-oral route[1].The early clinical sympto... 详细信息

关键词： hepatitis acute diarrhea

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Effects of Power Density and Post Annealing Process on the Microstructure and Wettability of TiO_2 Films Deposited by Mid-frequency Magnetron Reactive Sputtering

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Journal of Materials Science & Technology 2008年第2期24卷 172-178页

作者： ying cui Hao DU Jinquan XIAO Lishi WEN Division of Surface Engineering of Materials Institute of Metal Research Chinese Academy of Sciences Shenyang 110016 China Graduate School of Chinese Academy of Sciences Beijing 100039 China

The relationship of ＂preparation parameters-microstructures-wettability＂ of TiO2 films was reported. In this work, TiO2 films were deposited onto glass and silicon substrates by using mid-frequency dual magnetron sputtering technique at ambient temperature with various power densities and deposition time. After deposition, the films were heat treated at different annealing temperatures. X-ray diffraction （XRD）, Raman spectroscopy, and field-emission scanning electron microscopy （FE-SEM） were utilized to characterize TiO2 films. The wettability of the films was evaluated by water contact angle measurement. The phase transition temperature of TiO2 films depended on the power density. It was demonstrated that wettability was strongly structure dependent and the film with the thickness of 610 nm （the power density was 2.22 W/cm^2） showed the lowest contact angle （8°）. It can be concluded that smaller crystallite size, the rutile phase with （110） face being parallel to the surface, and tensile stress favored the hydrophilicity of the TiO2 films.

关键词： Titanium dioxide Reactive magnetron sputtering Phase composition Microstructure Hydrophilicity

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