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An Expert Judgment-based Prediction Tool for Developmental and R eproductive Toxicity(DART)
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作者 LI Kangning ZHENG Yuting +7 位作者 Jane ROSE WU Shengde LI Bin Vatsal MEHTA Ashley MUDD George DASTON YU Yang WANG Ying 《生态毒理学报》 北大核心 2025年第2期77-91,共15页
Developmental and reproductive toxicity(DART)endpoint entails a toxicological assessment of all developmental stages and reproductive cycles of an organism.In silico tools to predict DART will provide a method to asse... Developmental and reproductive toxicity(DART)endpoint entails a toxicological assessment of all developmental stages and reproductive cycles of an organism.In silico tools to predict DART will provide a method to assess this complex toxicity endpoint and will be valuable for screening emerging pollutants as well as for m anaging new chemicals in China.Currently,there are few published DART prediction models in China,but many related research and development projects are in progress.In 2013,WU et al.published an expert rule-based DART decision tree(DT).This DT relies on known chemical structures linked to DART to forecast DART potential of a given chemical.Within this procedure,an accurate DART data interpretation is the foundation of building and expanding the DT.This paper excerpted case studies demonstrating DART data curation and interpretation of four chemicals(including 8-hydroxyquinoline,3,5,6-trichloro-2-pyridinol,thiacloprid,and imidacloprid)to expand the existing DART DT.Chemicals were first selected from the database of Solid Waste and Chemicals Management Center,Ministry of Ecology and Environment(MEESCC)in China.The structures of these 4 chemicals were analyzed and preliminarily grouped by chemists based on core structural features,functional groups,receptor binding property,metabolism,and possible mode of actions.Then,the DART conclusion was derived by collecting chemical information,searching,integrating,and interpreting DART data by the toxicologists.Finally,these chemicals were classified into either an existing category or a new category via integrating their chemical features,DART conclusions,and biological properties.The results showed that 8-hydroxyquinoline impacted estrous cyclicity,s exual organ weights,and embryonal development,and 3,5,6-trichloro-2-pyridinol caused central nervous system(CNS)malformations,which were added to an existing subcategory 8e(aromatic compounds with multi-halogen and nitro groups)of the DT.Thiacloprid caused dystocia and fetal skeletal malformation,and imidacloprid disrupted the endocrine system and male fertility.They both contain 2-chloro-5-methylpyridine substituted imidazolidine c yclic ring,which were expected to create a new category of neonicotinoids.The current work delineates a t ransparent process of curating toxicological data for the purpose of DART data interpretation.In the presence of sufficient related structures and DART data,the DT can be expanded by iteratively adding chemicals within the a pplicable domain of each category or subcategory.This DT can potentially serve as a tool for screening emerging pollutants and assessing new chemicals in China. 展开更多
关键词 developmental and reproductive toxicity decision tree prediction tool expert judgment new chemical management
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Fine Tuned Hybrid Deep Learning Model for Effective Judgment Prediction
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作者 G.Sukanya J.Priyadarshini 《Computer Modeling in Engineering & Sciences》 2025年第3期2925-2958,共34页
Advancements in Natural Language Processing and Deep Learning techniques have significantly pro-pelled the automation of Legal Judgment Prediction,achieving remarkable progress in legal research.Most of the existing r... Advancements in Natural Language Processing and Deep Learning techniques have significantly pro-pelled the automation of Legal Judgment Prediction,achieving remarkable progress in legal research.Most of the existing research works on Legal Judgment Prediction(LJP)use traditional optimization algorithms in deep learning techniques falling into local optimization.This research article focuses on using the modified Pelican Optimization method which mimics the collective behavior of Pelicans in the exploration and exploitation phase during cooperative food searching.Typically,the selection of search agents within a boundary is done randomly,which increases the time required to achieve global optimization.To address this,the proposed Chaotic Opposition Learning-based Pelican Optimization(COLPO)method incorporates the concept of Opposition-Based Learning combined with a chaotic cubic function,enabling deterministic selection of random numbers and reducing the number of iterations needed to reach global optimization.Also,the LJP approach in this work uses improved semantic similarity and entropy features to train a hybrid classifier combining Bi-GRU and Deep Maxout.The output scores are fused using improved score level fusion to boost prediction accuracy.The proposed COLPO method experiments with real-time Madras High Court criminal cases(Dataset 1)and the Supreme Court of India database(Dataset 2),and its performance is compared with nature-inspired algorithms such as Sparrow Search Algorithm(SSA),COOT,Spider Monkey Optimization(SMO),Pelican Optimization Algorithm(POA),as well as baseline classifier models and transformer neural networks.The results show that the proposed hybrid classifier with COLPO outperforms other cutting-edge LJP algorithms achieving 93.4%and 94.24%accuracy,respectively. 展开更多
关键词 Bi-GRU deep maxout semantic similarity legal judgment prediction opposition based learning pelican optimization
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Two Translations of the Judgment of A Dream of Red Mansions from the Perspective of Skopos Theory
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作者 CHEN Qian-yu 《Journal of Literature and Art Studies》 2024年第12期1115-1120,共6页
A Dream of Red Mansions is an ancient Chinese chapter-length fictional novel and the first of the Four Great Classical Novels of China. The judgments of the major characters within the book have been studied by many e... A Dream of Red Mansions is an ancient Chinese chapter-length fictional novel and the first of the Four Great Classical Novels of China. The judgments of the major characters within the book have been studied by many experts. The purpose of this paper is to analyse the translation strategies and their effects adopted by different translators for distinct translation purposes by comparing varied translations of the judgments and some of the allusions within them in the two English translations, Yang Xianyi and Hawkes. 展开更多
关键词 A Dream of Red Mansions judgments skopos theory comparative and analysis
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Symmetry and tendency judgment of Ms≥8. 0 strong earthquakes in Chile 被引量:12
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作者 Jin Junfang Yin Shuyan Yan Junping 《Geodesy and Geodynamics》 2014年第1期34-40,共7页
The Ms ≥ 8.0 strong earthquakes occurring in Chile since 1800 were analyzed using the ternary, quaternary, and quinary commensurability methods and the butterfly structure diagram, and it was believed that the earthq... The Ms ≥ 8.0 strong earthquakes occurring in Chile since 1800 were analyzed using the ternary, quaternary, and quinary commensurability methods and the butterfly structure diagram, and it was believed that the earthquake signal in Chile in 2014 is relatively strong, a large earthquake is likely to occur in Chile in 2014. An analysis of spatial epicenter migrations showed that the longitudinal and latitudinal epicenter migra- tions have symmetry and synchronism, and there were five obvious northward migrations and four southward migrations. The symmetry axis of the longitudinal migrations is at about 71.7°W and that of the latitudinal mi- grations is at about 30°S; these spatial symmetry axes are located at the subduction zone on the western margin of South America, where two major plates (the Nazca Plate and the South American Plate) converge. 展开更多
关键词 SYMMETRY tendency judgment COMMENSURABILITY butterfly structure Chile
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Method for multiple attribute decision making based on incomplete linguistic judgment matrix 被引量:4
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作者 Zhang Yao Fan Zhiping 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第2期298-303,共6页
With respect to the multiple attribute decision making problems with linguistic preference relations on alternatives in the form of incomplete linguistic judgment matrix, a method is proposed to analyze the decision p... With respect to the multiple attribute decision making problems with linguistic preference relations on alternatives in the form of incomplete linguistic judgment matrix, a method is proposed to analyze the decision problem. The incomplete linguistic judgment matrix is transformed into incomplete fuzzy judgment matrix and an optimization model is developed on the basis of incomplete fuzzy judgment matrix provided by the decision maker and the decision matrix to determine attribute weights by Lagrange multiplier method. Then the overall values of all alternatives are calculated to rank them. A numerical example is given to illustrate the feasibility and practicality of the proposed method. 展开更多
关键词 multiple attribute decision making incomplete linguistic judgment matrix decision matrix optimization model alternative ranking.
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Ranking method for the reciprocal judgment matrix based on the unascertained three-valued judgments 被引量:4
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作者 Wan Yucheng Ma Baoguo Sheng Zhaohan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第1期115-120,共6页
The ranking problem is studied when the pairwise comparisons values are unoertain in the analytic hierarchy process (AHP). The method of constructing the judgment matrix is presented when the pairwise comparisons va... The ranking problem is studied when the pairwise comparisons values are unoertain in the analytic hierarchy process (AHP). The method of constructing the judgment matrix is presented when the pairwise comparisons values are denoted by the unascertained three-valued reciprocal scales. By turning the reciprocal judgment matrix into attribute judgment matrix, the method to check the consistency of the pairwise comparisons judgment matrix and the calculation method of weighting coefficients are given. Finally, numerical examples are given to illustrate the effectiveness of the proposed method. 展开更多
关键词 AHP UNCERTAINTY unascertained rational number attribute judgment matrix.
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Risk Judgment of and Suggestions for Shantytown Renovation Based on the Public-Private Partnership (PPP) Model 被引量:2
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作者 HU Xiying XIE Dan 《Journal of Landscape Research》 2018年第6期36-38,共3页
Shantytown renovation is a livelihood project initiated by the Chinese government to reconstruct urban dilapidated housing and improve housing conditions for families in need. Since the funding problem is a major obst... Shantytown renovation is a livelihood project initiated by the Chinese government to reconstruct urban dilapidated housing and improve housing conditions for families in need. Since the funding problem is a major obstacle in the course of shantytown renovation, the government actively advocates the adoption of the public-private partnership(PPP) model. In view of the particularity of shantytown renovation and the complexity of the PPP model operation procedures, it is considered that the risk management of shantytown renovation based on the PPP model. This paper identified and judged the main risks of the PPP project in shantytown renovation, and put forward corresponding suggestions for the risk management of the PPP project in shantytown renovation, hoping to provide a reference for government decision-making. 展开更多
关键词 SHANTYTOWN RENOVATION PPP PROJECT RISK judgment
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Supervised learning with probability interpretation in airfoil transition judgment 被引量:2
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作者 Binbin WEI Yongwei GAO +1 位作者 Dong LI Lei DENG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第1期91-104,共14页
Transition prediction has always been a frontier issue in the field of aerodynamics.A supervised learning model with probability interpretation for transition judgment based on experimental data was developed in this ... Transition prediction has always been a frontier issue in the field of aerodynamics.A supervised learning model with probability interpretation for transition judgment based on experimental data was developed in this paper.It solved the shortcomings of the point detection method in the experiment,that which was often only one transition point could be obtained,and comparison of multi-point data was necessary.First,the Variable-Interval Time Average(VITA)method was used to transform the fluctuating pressure signal measured on the airfoil surface into a sequence of states which was described by Markov chain model.Second,a feature vector consisting of one-step transition matrix and its stationary distribution was extracted.Then,the Hidden Markov Model(HMM)was used to pre-classify the feature vectors marked using the traditional Root Mean Square(RMS)criteria.Finally,a classification model with probability interpretation was established,and the cross-validation method was used for model validation.The research results show that the developed model is effective and reliable,and it has strong Reynolds number generalization ability.The developed model was theoretically analyzed in depth,and the effect of parameters on the model was studied in detail.Compared with the traditional RMS criterion,a reasonable transition zone can be obtained using the developed classification model.In addition,the developed model does not require comparison of multi-point data.The developed supervised learning model provides new ideas for the transition detection in flight experiments and other experiments. 展开更多
关键词 Classification model Hidden Markov model Markov chain model Supervised learning Transition judgment
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Apple Grade Judgment Based on the Neural Network 被引量:1
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作者 BAOXiao-an LUOZhuo-lin ZHANGRui-lin 《Agricultural Sciences in China》 CAS CSCD 2004年第1期52-56,共5页
A processing method on the basis of the technology of computer visual and digital image wasintroduced. The improved LVQ (learning vector quantization) neural network algorithm appliedin the process to identify the gra... A processing method on the basis of the technology of computer visual and digital image wasintroduced. The improved LVQ (learning vector quantization) neural network algorithm appliedin the process to identify the grade of apples was proved effective in experiment. 展开更多
关键词 LVQ networks Neural networks Image processing Grade judgment DETECTION APPLE
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Ranking Method for Complementary Judgment Matrixes with Fuzzy Numbers Based on Hausdorff Metric Distance 被引量:1
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作者 侯福均 吴祈宗 《Journal of Beijing Institute of Technology》 EI CAS 2005年第4期458-461,共4页
A method for ranking complementary judgment matrixes with traspezoidal fuzzy numbers based on Hausdorff metric distance and fuzzy compromise decision approach is proposed. With regard to fuzzy number complementary jud... A method for ranking complementary judgment matrixes with traspezoidal fuzzy numbers based on Hausdorff metric distance and fuzzy compromise decision approach is proposed. With regard to fuzzy number complementary judgment matrixes given by a decider group whose members have various weights, the expert's information was aggregated first by means of simple weight average(SWA) method and Bonissone calculational method. Hence a matrix including all the experts' preference information was got. Then the matrix' column members were added up and the fuzzy evaluation values of the alternatives were got. Lastly, the Hausdorff metric distance and fuzzy compromise decision approach were used to rank the fuzzy evaluation values and then the ranking values of all the alternatives were got. Because exact numbers and triangular fuzzy numbers could all be transformed into trapezoidal fuzzy numbers, the method developed can rank complementary judgment matrixes with trapezoidal fuzzy numbers, triangular fuzzy numbers and exact numbers as well. An illustrative example is also given to verify the developed method and to demonstrate its feasibility and practicality. 展开更多
关键词 complementary judgment matrix trapezoidal fuzzy number Bonissone calculational method fuzzy compromise decision approach Hausdorff metric distance
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Gender Differences in Neural Mechanisms Underlying Moral Judgment of Disgust: A Functional MRI Study 被引量:1
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作者 Juan Yang Lili Guan Mingming Qi 《Journal of Behavioral and Brain Science》 2014年第5期214-222,共9页
Much recent research has sought to uncover the gender difference in neural mechanism of moral judgment;however, very few researches study the neural gender differences in a specific area of moral judgment. The aim of ... Much recent research has sought to uncover the gender difference in neural mechanism of moral judgment;however, very few researches study the neural gender differences in a specific area of moral judgment. The aim of this functional magnetic resonance imaging (fMRI) study was to examine possible gender difference in neural response to (sexual) disgusting pictures versus neutral pictures. Seventeen participants (9 males) were scanned while viewing pictures of tactile intimacy in same-sex and being asked to evaluate whether the behaviors between the stimulus persons in the pictures were morally appropriate or not. Both the neural responses to pictures of tactile intimacy in same-sex between male participants and female participants and the neural response to pictures of male-male tactile intimacy and to pictures of female-female tactile intimacy were examined. The results showed that significantly increased differential activations to the disgusting pictures relative to the neutral pictures were observed in the dorsal medial prefrontal cortex (BA 9) and amygdala. Furthermore, greater activation to the pictures of female-female tactile intimacy was observed in the left superior frontal gyrus/dorsal medial prefrontal cortex (BA 6). These results suggested a possible neural gender difference between female’s immoral behavior and male’s immoral behavior. 展开更多
关键词 Gender Differences MORAL judgment Disgusting DORSAL MEDIAL PREFRONTAL Cortex
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批判性思维定义中的“Judgment(s)”问题——与晋荣东教授商榷 被引量:2
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作者 武宏志 《延安大学学报(社会科学版)》 2021年第1期28-37,共10页
在批判性思维研究领域,《德尔菲报告》提出的批判性思维定义由于吸收了当代重要批判性思维学者的意见,反映了专家共识,因而具有很大的权威性。该定义引入中国大学批判性思维教科书也有十几年了。晋荣东对该定义中的一个关键词“judgment... 在批判性思维研究领域,《德尔菲报告》提出的批判性思维定义由于吸收了当代重要批判性思维学者的意见,反映了专家共识,因而具有很大的权威性。该定义引入中国大学批判性思维教科书也有十几年了。晋荣东对该定义中的一个关键词“judgment(s)”的中译——“判断”,提出了异议并建议将其改译为“判断力”。但是,仔细考察德尔菲研究项目主持人费西万对该定义的阐述就会发现,“判断力”的译法不能成立。李普曼关于批判性思维与判断的论述也表明,批判性思维定义中的judgment(s)是“判断”而非“判断力”。 展开更多
关键词 《德尔菲报告》 批判性思维 判断 判断力
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“The Judgment” under the Elms and in the Thunderstorm:A Comparative Study between Desire under the Elms and Thunderstorm
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作者 邵丹 《海外英语》 2015年第2期176-177,共2页
This paper will leave out the question how Cao Yu is influenced by O'Neill and go directly to the text, from the two playwrights' tragic vision and the fate's arrangements of the main characters in the mas... This paper will leave out the question how Cao Yu is influenced by O'Neill and go directly to the text, from the two playwrights' tragic vision and the fate's arrangements of the main characters in the masterpieces of the two playwrights, which refracted the differences in the two playwrights' tragic tension and exposed the"judgment of human nature"and make a comparative study of the two plays. 展开更多
关键词 judgment COMPARATIVE study
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An Algorithm Concerning Adjustment of Unconsistent Judgment Matrix in Ahp
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作者 徐玮云 李元生 《International Journal of Mining Science and Technology》 SCIE EI 1997年第2期90-91,共2页
Consistency test of the judgment matrix is an essential step in the aplication of Analytic Hierarchy Process (AHP). This thesis presents an algerithm concerning the adjustment of a judgment matrix when it failed to pa... Consistency test of the judgment matrix is an essential step in the aplication of Analytic Hierarchy Process (AHP). This thesis presents an algerithm concerning the adjustment of a judgment matrix when it failed to pass the consistency test. 展开更多
关键词 AHP judgment MATRIX CONSISTENCY ALGORITHM
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Fuzzy Comprehensive Judgment on the Mechanical Equipment Bid Sheet 被引量:1
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作者 LIN Xiao-tang, WANG Ning-sheng,BAO Zheng-qiangDepartment of Mechanical and Electrical Engineering, Nanjing Universityof Aeronautics and Astronautics, Nanjing 210016, P. R. China2Department of Mechanical Engineering, Southeast University,Nanjing 210096, P. 《International Journal of Plant Engineering and Management》 2002年第2期99-104,共6页
The reasonable model of fuzzy comprehensive judgment is found by means of the theory and method of multi-level fuzzy judgment on the basis of the judging index system of mechanical equipment bid sheets. The scientific... The reasonable model of fuzzy comprehensive judgment is found by means of the theory and method of multi-level fuzzy judgment on the basis of the judging index system of mechanical equipment bid sheets. The scientific method is supplied for the judging bids, the key chain of the judging process of the mechanical equipment bid sheet. All factors are considered, especially quantitative factors or qualitative factors in the process of judgment. 展开更多
关键词 mechanical equipment judging bid fuzzy comprehensive judgment
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Tank Fire Control Systems Accuracy Assignment Based on Fuzzy Comprehensive Judgment Method
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作者 刘文果 陈杰 窦丽华 《Journal of Beijing Institute of Technology》 EI CAS 2003年第4期347-351,共5页
A method of accuracy assignment based on fuzzy comprehensive judgment method (FCJM) in tank fire control system is proposed. From the flowing route of the error sources and their respective correlative signals, the tr... A method of accuracy assignment based on fuzzy comprehensive judgment method (FCJM) in tank fire control system is proposed. From the flowing route of the error sources and their respective correlative signals, the transfer functions of several sources are analysed by means of mathematic simulation, and FCJM is applied to obtain the cost comprehensive factor for each part of system, combining its error sensitivity factor the mathematical model is built to solve the accuracy assignment problem. Simulation result shows the proposed method can help designer of tank fire control system work out an optimal system more efficiently and more economically. 展开更多
关键词 fire control system accuracy assignment error sources fuzzy comprehensive judgment
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Quantitative Estimation of Experts’Judgments on Petroleum Exploration
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作者 Zhang Zaixu University of Petroleum, Dongying, Shandong 257062, P. R. China 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1997年第4期61-66,共6页
A new method in making judgment matrix is proposed based on a basic value of “importance” and a relative measure level of “importance”. Factors affecting petroleum exploration are analyzed and Experts’ judgment m... A new method in making judgment matrix is proposed based on a basic value of “importance” and a relative measure level of “importance”. Factors affecting petroleum exploration are analyzed and Experts’ judgment matrix on a geologic formation is given. Expected value of each factor is computed and the volume of recoverable oil is estimated. 展开更多
关键词 judgment matrix Analytic hierarchy process Petroleum exploration Quantitative estimation Expected value.
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Comparing children's Homo sapiens and chimpanzees' Pan troglodytes quantity judgments of sequentially presented sets of items
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作者 Michael J. BERAN Julie S. JOHNSON-PYNN Christopher READY 《Current Zoology》 SCIE CAS CSCD 北大核心 2011年第4期419-420,421-428,共10页
We presented a quantity judgment task that involved comparing two sequentially presented sets of items to preschoolers and chimpanzees using nearly identical procedures that excluded verbal instructions to children. T... We presented a quantity judgment task that involved comparing two sequentially presented sets of items to preschoolers and chimpanzees using nearly identical procedures that excluded verbal instructions to children. Trial difficulty in this task reflected the ratio difference between sets of discrete items where larger ratios (e.g., 0.80 as from comparing 4 to 5) were more difficult than smaller ones (e.g., 0.50 as from comparing 4 to 8). Children also completed verbal-based tasks probing the relationskip between counting proficiency and performance on the quantity judgment task of sequentially presented identical sized items. Both species' performance was best when ratios between comparison sets were small regardless of set size in all types of tasks. Generally, chimpanzees and older children performed better than younger children except at larger ratios. Children's counting proficiency was not related to success in choosing the larger of two quantities of identical-sized items. These results indicate that chimpanzees and children share an approximate number sense that is reflected through analog magnitude estimation when comparing quantities [Current Zoology 57 (4): 419-428, 2011]. 展开更多
关键词 Numerical cognition Quantity judgments CHILDREN CHIMPANZEES Pan troglodytes
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Air Target Fuzzy Pattern Recognition Threat-Judgment Model
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作者 Tong Youtang & Wang JianmingDalian University of Technology, Dalian 110624, P. R. China Dalian Naval Academy, Dalian 116018, P. R. China 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2003年第1期41-46,共6页
Threat-judgment is a complicated fuzzy inference problem. Up to now no relevant unified theory and measur-ing standard have been developed. It is very difficult to establish a threat-judgment model with high reliabili... Threat-judgment is a complicated fuzzy inference problem. Up to now no relevant unified theory and measur-ing standard have been developed. It is very difficult to establish a threat-judgment model with high reliability in the airdefense system for the naval warships. Air target threat level judgment is an important component in naval warship com-bat command decision-making systems. According to the threat level judgment of air targets during the air defense of sin-gle naval warship, a fuzzy pattern recognition model for judging the threat from air targets is established. Then an algo-rithm for identifying the parameters in the model is presented. The model has an adaptive feature and can dynamicallyupdate its parameters according to the state change of the attacking targets and the environment. The method presentedhere can be used for the air defense system threat judgment in the naval warships. 展开更多
关键词 Air targets Threat judgment Fuzzy pattern recognition Fuzzy sets
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