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融合提示学习与分类确定性最大化的领域自适应
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作者 丁美荣 卓金鑫 +1 位作者 刘庆龙 郎济聪 《郑州大学学报(理学版)》 北大核心 2026年第2期25-32,共8页
领域自适应面临现实场景复杂多变的问题,且现有的方法大多注重优化分类的一致性,而忽略了分类的确定性。针对上述问题,提出一种结合对比语言-图像预训练(constrastive language-image pre-training,CLIP)与分类确定性最大化的网络模型。... 领域自适应面临现实场景复杂多变的问题,且现有的方法大多注重优化分类的一致性,而忽略了分类的确定性。针对上述问题,提出一种结合对比语言-图像预训练(constrastive language-image pre-training,CLIP)与分类确定性最大化的网络模型。CLIP作为一个多模态预训练模型,通过对大规模的图像-文本对进行预训练,具有强大的跨域泛化能力。通过提示学习和对比学习获取CLIP模型的知识,使模型适应更多的复杂现实场景。通过分类确定性最大化的方法,采用双分类器评估分类的一致性,减少模型在推理过程中的混淆。在Office-31、Office-Home和MiniDomainNet三个领域自适应基准数据集上进行实验,结果表明,与现有的先进方法相比,所提模型在三个数据集上的图像分类精确度均有提升。 展开更多
关键词 迁移学习 图像分类 CLIP模型 提示学习 领域自适应 分类确定性
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基于InVEST-CF耦合模型的秦岭北麓国土空间修复区域识别
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作者 康文鸿 贾夏 +6 位作者 赵永华 申艳军 钱会 彭建兵 柴文雯 司绍诚 Alexander Chervan 《生态学报》 北大核心 2026年第1期285-298,共14页
“山水林田湖草生命共同体”理念指导下的国土空间生态修复是推动生态文明建设的重大战略举措以及维护国家生态安全、提升民生福祉的重要战略任务。当前,基于生态安全格局构建的国土空间修复区考虑了地质因子和人类活动对生态环境的影... “山水林田湖草生命共同体”理念指导下的国土空间生态修复是推动生态文明建设的重大战略举措以及维护国家生态安全、提升民生福祉的重要战略任务。当前,基于生态安全格局构建的国土空间修复区考虑了地质因子和人类活动对生态环境的影响。为实现小尺度区域系统修复和治理,构建秦岭北麓生态安全格局是实现生态功能修复重要途径。将确定性系数方法(certainty factor method)结合InVEST模型,依据生态系统服务功能和地质稳定性通过ZONATION识别生态源地;综合自然因素、人类活动因素和地质稳定性提取生态阻力面,构建生态安全格局并进行优化。主要结论如下:①秦岭北麓地质灾害易发性空间分布差异显著:北部靠近西安市海拔较低的地区发生地质灾害的可能性较大,南部山地发生地质灾害的可能性相对较小。②秦岭北麓共识别26个生态源地、52条生态廊道。对生态源地进行连通性分级,鄠邑区和长安区源地连通性较高;蓝田县生态恢复潜力较大:源地斑块面积较小分布零散,廊道数量众多,夹点呈带状分布且数量众多。③综合构建了“三区-一带”的山地-平原的生态安全格局,基于源地的连通性进行格局优化。该格局有机融入了生态功能区划和地质稳定性的理念,有助于当地政府采取相应的保护与修复策略。 展开更多
关键词 生态安全格局 生态系统服务功能与权衡整合评估模型(InVEST-CF) 确定性系数法 ZONATION 电路理论
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基于CF-LR耦合模型的宁波市崩塌滑坡地质灾害易发性评价
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作者 张弘怀 伍剑波 +3 位作者 高峰 孙丽影 张泰丽 卓榆航 《中国地质调查》 2026年第1期141-152,共12页
宁波市地处我国东南沿海地区,频发的台风暴雨导致崩塌、滑坡灾害多发,防灾减灾形势严峻,评估崩塌、滑坡的地质灾害易发性具有十分重要的现实意义。基于孕灾环境分析,选取坡度、起伏度、地形湿度指数(topographic wetness index, TWI)、... 宁波市地处我国东南沿海地区,频发的台风暴雨导致崩塌、滑坡灾害多发,防灾减灾形势严峻,评估崩塌、滑坡的地质灾害易发性具有十分重要的现实意义。基于孕灾环境分析,选取坡度、起伏度、地形湿度指数(topographic wetness index, TWI)、汇流动力指数(stream power index, SPI)、工程地质岩组、距房屋距离、距道路距离7个因子,以489个崩塌、滑坡为样本数据,随机抽取70%为训练样本、30%为测试样本,采用确定性系数(certainty factor, CF)-逻辑回归(logistic regression, LR)耦合模型进行崩塌滑坡地质灾害易发性评价。结果表明:宁波市崩塌滑坡灾害高易发区面积占比为11.76%,测试样本数量占比为86.3%,受试者工作特征(receiver operating characteristic, ROC)曲线检验评价结果正确率为93.8%,评价结果合理、精度高。采用CF-LR耦合模型可以较客观地表达宁波市崩塌滑坡地质灾害易发性,为防灾减灾工作提供技术参考。 展开更多
关键词 崩塌滑坡 易发性评价 确定性系数 逻辑回归 耦合模型 宁波市
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税法过渡条款的规范解构与制度进阶
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作者 刘剑文 刘嘉语 《武汉大学学报(哲学社会科学版)》 北大核心 2026年第2期130-144,共15页
税法过渡条款作为协调新旧税法的关键一环,对保障税收秩序稳定与纳税人权益具有重要作用。系统检视现行过渡条款,可挖掘出其立法依据缺失、条款定位不清、适用要件模糊及过渡方式单一等结构性缺陷,同时亦能明晰其衔接性、信赖保护与适... 税法过渡条款作为协调新旧税法的关键一环,对保障税收秩序稳定与纳税人权益具有重要作用。系统检视现行过渡条款,可挖掘出其立法依据缺失、条款定位不清、适用要件模糊及过渡方式单一等结构性缺陷,同时亦能明晰其衔接性、信赖保护与适应性调控的实然功能。若要充分释放税法过渡条款的效能,需直面其内生性矛盾,恪守税收法定主义、信赖利益保护原则的价值基准,既要厘清过渡条款涵摄的效力边界、规范其体系化定位、细化适用主体与条件等要件,从而重构税法过渡条款的核心框架,又需引入国际税收协定协调机制、探索阶梯调整与经济补偿等多元过渡路径,填补制度漏洞,最终通过立法形式与实质规则的双向完善,实现税法变革稳定性与灵活性的动态平衡,为税收法治现代化提供制度支撑。 展开更多
关键词 税法过渡条款 税收法定原则 信赖利益保护 法律衔接 法的安定性 纳税人权利 税收法治现代化
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何为确定性?——基于语言分析的哲学探究
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作者 唐璐琪 《科学技术哲学研究》 北大核心 2026年第1期51-57,共7页
确定性是日常生活中一种常见的认知状态,也是哲学研究中的重要认知概念。近年来,贝多和斯坦利等学者通过语言学测试研究确定性描述,认为确定性具有等级性。并且,贝多认为“确定”属于绝对最大值表达,其认知标准高于“知道”,因此确定性... 确定性是日常生活中一种常见的认知状态,也是哲学研究中的重要认知概念。近年来,贝多和斯坦利等学者通过语言学测试研究确定性描述,认为确定性具有等级性。并且,贝多认为“确定”属于绝对最大值表达,其认知标准高于“知道”,因此确定性还具有事实性。然而,这些研究存在两大局限:一是仅基于英文语料,缺少其他语言证据的支持;二是尽管“确定”具有绝对最大值的语义性质,但这并不能证明确定性具有事实性。文章旨在提供中文的语言学证据弥补上述不足,利用语言学测试考察中文日常语境下的确定性描述,论证确定性具有等级性,但不具有事实性。这将对其他哲学议题产生重要影响。 展开更多
关键词 确定性描述 等级性 事实性 语言学测试
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Certainty-equivalence方法对经理股票期权价值的确定以及相应激励效果分析 被引量:1
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作者 袁雪璐 李忠民 《科学技术与工程》 2005年第24期1916-1918,1923,共4页
经理股票期权是一种较为先进的薪酬管理制度,但由于其本身所具有的特点,使得利用BS模型对其进行定价会偏离经理人员的人力资本,现介绍Certainty-Equivalence方法来确定ESO的价值,使其更接近人力资本。同时,利用博弈的方法确定经理股票... 经理股票期权是一种较为先进的薪酬管理制度,但由于其本身所具有的特点,使得利用BS模型对其进行定价会偏离经理人员的人力资本,现介绍Certainty-Equivalence方法来确定ESO的价值,使其更接近人力资本。同时,利用博弈的方法确定经理股票期权数量的最佳值,分析了影响经理人员努力程度的相关因素。 展开更多
关键词 经理股票期权价值 certainty—equivalence方法 激励效果
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Landslide susceptibility assessment using the certainty factor and analytic hierarchy process 被引量:18
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作者 FAN Wen WEI Xin-sheng +1 位作者 CAO Yan-bo ZHENG Bin 《Journal of Mountain Science》 SCIE CSCD 2017年第5期906-925,共20页
A new approach combining the certainty factor(CF) and analytic hierarchy process(AHP) methods was proposed to assess landslide susceptibility in the Ziyang district, which is situated in the Qin-Ba Mountain region, Ch... A new approach combining the certainty factor(CF) and analytic hierarchy process(AHP) methods was proposed to assess landslide susceptibility in the Ziyang district, which is situated in the Qin-Ba Mountain region, China. Landslide inventory data were collected based on field investigations and remote sensing interpretations. A total of 791 landslides were identified. A total of 633 landslides were randomly selected from this data setas the training set, and the remaining landslides were used for validation as the test set. Nine factors, including the slope angle, slope aspect, slope curvature, lithology, distance to faults, distance to streams, precipitation, road network intensity degree and land use were chosen as the landslide causal factors for further susceptibility assessment. The weight of each factor and its subclass were calculated by AHP and CF methods. Landslide susceptibility was compared between the bivariate statistical method and the proposed CF-AHP method. The results indicate that the distance to streams, distance to faults and lithology are the most dominant causal factors associated with landslides. The susceptibility zonation was categorized into five classes of landslide susceptibility, i.e., very high, high, moderate, low and very low level. Lastly, the relative operating characteristics(ROC) curve was used to validate the accuracy of the new approach, and the result showed a satisfactory prediction rate of 78.3%, compared to 69.2% obtained with the landslide susceptibility index method. The results indicate that the CF-AHP combined method is more appropriate for assessing the landslide susceptibility in this area. 展开更多
关键词 Ziyang district LANDSLIDE certainty factor Analytic hierarchy process Susceptibility assessment ARCGIS
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Certainty and uncertainty in understanding global warming 被引量:1
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作者 Fang Wang Quansheng Ge +1 位作者 Shaowu Wang Bangbo Chen 《Chinese Journal of Population,Resources and Environment》 2014年第1期6-12,共7页
Global warming has greatly concerned the whole world.Owing to the limitation we currently have,it is still difficult to completely understand the mechanism and physical science of climate change.Now both certainty and... Global warming has greatly concerned the whole world.Owing to the limitation we currently have,it is still difficult to completely understand the mechanism and physical science of climate change.Now both certainty and uncertainty coexist in the understanding of climate warming.This paper aims to summarize certainties and uncertainties in climate-warming studies,which focus on seven key problems related to human activities,namely,global warming,atmospheric concentrations of greenhouse gases,relationship between greenhouse gas emissions and climate warming,climate models,future climate change,2?warming threshold and tipping point in the Earth's system.We should comprehensively take into account the level of certainty and uncertainty in our understanding of climate change while adapting to and mitigating global warming and adjusting our industrial structures accordingly.This would allow us to respond to change with certainty,while avoiding the risks associated with uncertainty. 展开更多
关键词 GLOBAL WARMING certainty UNcertainty
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Effects of Uncertainties in the Position and Orientation of Both the Transmitter and Receivers on Marine Controlled-Source Electromagnetic Data 被引量:3
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作者 XU Zhenhuan LIU Ying LI Yuguo 《Journal of Ocean University of China》 SCIE CAS 2016年第1期83-92,共10页
Simulation and interpretation of marine controlled-source electromagnetic(CSEM) data often approximate the transmitter source as an ideal horizontal electric dipole(HED) and assume that the receivers are located on a ... Simulation and interpretation of marine controlled-source electromagnetic(CSEM) data often approximate the transmitter source as an ideal horizontal electric dipole(HED) and assume that the receivers are located on a flat seabed.Actually,however,the transmitter dipole source will be rotated,tilted and deviated from the survey profile due to ocean currents.And free-fall receivers may be also rotated to some arbitrary horizontal orientation and located on sloping seafloor.In this paper,we investigate the effects of uncertainties in the transmitter tilt,transmitter rotation and transmitter deviation from the survey profile as well as in the receiver's location and orientation on marine CSEM data.The model study shows that the uncertainties of all position and orientation parameters of both the transmitter and receivers can propagate into observed data uncertainties,but to a different extent.In interpreting marine data,field data uncertainties caused by the position and orientation uncertainties of both the transmitter and receivers need to be taken into account. 展开更多
关键词 electromagnetic uncertainty in position and orientations data certainty marine CSEM
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Certainty factors of earthquake precursory anomaly evidences CF(E) 被引量:1
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作者 郑兆苾 《Acta Seismologica Sinica(English Edition)》 CSCD 1994年第3期475-479,共5页
In this paper, we propose the principle, methods and calculating formulas for determining the certainty factors of earthquake precursory anomaly evidences CF (E). Based on the guidebooks for earthquake prediction, we ... In this paper, we propose the principle, methods and calculating formulas for determining the certainty factors of earthquake precursory anomaly evidences CF (E). Based on the guidebooks for earthquake prediction, we give the methods of determining the CF values of 22 evidences (including seismic gap, belt, b-value, c-value, velocity ratio, strengthen of anomalous activities, quiet of anomalous activities, seismic window, earthquake swarm,earthquake sequence, coda wave, initial motion of P wave, stress drop, geoelectricity, geomagnetism, stress,ground tilt, ground water level, radon and hydrochemistry, gravity, space environment and macroscopic anomalies), and show three examples. The purposes are to use the Expert System for Earthquake Prediction (ESEP) further. 展开更多
关键词 certainty factor of evidence earthquake precursory Expert System for Earthquake Prediction
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A Modified Certainty Coefficient Method(M-CF) for Debris Flow Susceptibility Assessment:A Case Study for the Wenchuan Earthquake Meizoseismal Areas 被引量:6
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作者 WANG Jun YU Yan +2 位作者 YANG Shun LU Gui-hong OU Guo-qiang 《Journal of Mountain Science》 SCIE CSCD 2014年第5期1286-1297,共12页
In the meizoseismal areas hit by the China Wenchuan earthquake on May 12, 2008, the disasterprone environment has changed dramatically, making the susceptibility assessment of debris flow more complex and uncertain. A... In the meizoseismal areas hit by the China Wenchuan earthquake on May 12, 2008, the disasterprone environment has changed dramatically, making the susceptibility assessment of debris flow more complex and uncertain. After the earthquake, debris flow hazards occurred frequently and effective susceptibility assessment of debris flow has become extremely important. Shenxi gully in Du Jiangyan city, located in the meizoseismal areas, was selected as the study area. Based on the research of disaster-prone environment and the main factors controlling debris flow, the susceptibility zonations of debris flow were mapped using factor weight method(FW), certainty coefficient method(CF) and geomorphic information entropy method(GI). Through comparative analysis, the study showed that these three methods underestimated susceptible degree of debris flow when used in the meizoseismal areas of Wenchuan earthquake. In order to solve this problem, this paper developed a modified certainty coefficient method(M-CF) to reflect the impact of rich loose materials on the susceptible degree of debris flow. In the modified method, the distribution and area of loose materials were obtained by field investigations and postearthquake remote sensing image, and four data sets, namely, lithology, elevation, slop and aspect, wereused to calculate the CF values. The result of M-CF method is in agreement with field investigations and the accuracy of the method is satisfied. The method has a wide application to the susceptibility assessment of debris flow in the earthquake stricken areas. 展开更多
关键词 Wenchuan earthquake Disaster-prone environment Debris flow Susceptibility assessment Modified certainty coefficient method(M-CF)
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Adaptive control for attitude coordination of leader-following rigid spacecraft systems with inertia parameter uncertainties 被引量:12
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作者 Xiaokui YUE Xianghong XUE +1 位作者 Haowei WEN Jianping YUAN 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2019年第3期688-700,共13页
This paper studies the leader-following attitude coordination problems of multiple spacecraft in the presence of inertia parameter uncertainties. To achieve attitude coordination in the situation that even the leader&... This paper studies the leader-following attitude coordination problems of multiple spacecraft in the presence of inertia parameter uncertainties. To achieve attitude coordination in the situation that even the leader's attitude is only applicable to a part of the following spacecraft, a nonlinear attitude observer is proposed to obtain an accurate estimation of the leader's attitude and angular velocity for all the followers. In addition, a distributed control scheme based on noncertainty equivalence principle is presented for multiple spacecraft' attitude synchronization. With a dynamic scaling, attitude consensus can be achieved asymptotically without any information of the bounds of the uncertain inertia parameters. Furthermore, once the estimations of inertia parameters reach their ideal values, the estimation process will stop and the ideal value of inertia parameter will be held. This is a special advantage of parameter estimation method based on non-certainty equivalence. Numerical simulations are presented to demonstrate that the proposed non-certainty equivalence-based method requires smaller control toque and converges faster compared with the certainty equivalence-based method. 展开更多
关键词 Adaptive control ATTITUDE coordination Leader-following CONSENSUS Non-certainty EQUIVALENCE Spacecraft formation FLYING
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Markets in crypto‑assets regulation:Does it provide legal certainty and increase adoption of crypto‑assets? 被引量:1
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作者 Tina van der Linden Tina Shirazi 《Financial Innovation》 2023年第1期509-538,共30页
This study discusses the European Union’s proposal for a Regulation on Markets in Crypto-Assets,now subject to formal approval by the European Parliament.The objective is to explore whether it will positively impact ... This study discusses the European Union’s proposal for a Regulation on Markets in Crypto-Assets,now subject to formal approval by the European Parliament.The objective is to explore whether it will positively impact the adoption of crypto-assets in the financial sector.The use of crypto-assets is growing.However,some stakeholders in the financial service sector remain skeptical and hesitant to adopt assets that are yet to be defined and have an unclear legal status.This regulatory uncertainty has been identified as the primary reason for the reluctant adoption.The proposed regulation(part of the EU’s Digital Finance Strategy)aims to provide this legal certainty for currently unregulated crypto-assets.This study investigates whether or not the proposed regulation can be expected to have the intended effect by reviewing the proposed regulation itself,the opinions and reactions of the various stakeholders,and secondary literature.Findings reveal that such regulation will most likely not accelerate the adoption of crypto-assets in the EU financial services sector,at least not sufficiently or as intended.Some suggestions are made to improve the proposal. 展开更多
关键词 MiCA regulation Crypto-assets Legal certainty Blockchain Distributed ledger technology Utility tokens Stablecoins Asset-referenced tokens e-money tokens
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ApplicationofcertaintyfactorsofearthquakeprecursoryanomalyevidencesCF(E)
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作者 郑兆 张军 庆梅 《Acta Seismologica Sinica(English Edition)》 CSCD 1996年第1期156-159,共4页
ApplicationofcertaintyfactorsofearthquakeprecursoryanomalyevidencesCF(E)ZHAO-BIZHENG(郑兆),JUNZHANG(张军)andMEIQ... ApplicationofcertaintyfactorsofearthquakeprecursoryanomalyevidencesCF(E)ZHAO-BIZHENG(郑兆),JUNZHANG(张军)andMEIQING(庆梅)Seismolo... 展开更多
关键词 earthquake precursor certainty factor.
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Certainty of patient survival with reference to game information dynamic model
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作者 Hiroyuki Iida Takeo Nakagawa Nathan Nossal 《Open Journal of Preventive Medicine》 2012年第4期490-498,共9页
This paper is concerned with Hepato-Cellular Carcinoma (HCC) patients treated naturopathic agents. Patients treated with ≥4 agents survived significantly longer than patients treated with ≤3 agents. The great effect... This paper is concerned with Hepato-Cellular Carcinoma (HCC) patients treated naturopathic agents. Patients treated with ≥4 agents survived significantly longer than patients treated with ≤3 agents. The great effect is seen in patients treated with at least 4 agents that include Cordyceps sinensis. This greater certainty of patient survival without toxic side effects is significant benefit comparing with the conventional therapy. Treatment of HCC with a regimen of ≥4 agents prepared from natural products is associated with greater certainty of patient survival in a substantial portion of patients. The information dynamic model for certainty of patient survival is derived based on fluid mechanics, where a series of approximate solutions of the flow between two parallel flat walls, one of which is at rest, the other is suddenly accelerated from the rest to a constant velocity are used. The kinetic energy of certainty of patient survival decreases with increasing time, while the potential energy increases with increasing time. Total mechanical energy of patients treated with 4 or more agents is smaller than that treated with 3 or fewer agents. The kinetic energy (potential energy) of patients treated with 4 or more agents decreases (increases) more slower than the kinetic energy (potential energy) of patients treated with 3 or fewer agents. 展开更多
关键词 certainty of Patient Survival GAME INFORMATION Dynamic Model Naturopathic Therapy HERBAL Treatment Natural ANTIOXIDANTS Hepato-Cellular Carcinoma
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Revealing the Uncertainty and Absolute Certainty Principles in the Kinetics of Objects Formation
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作者 Emil Edipovich Lin 《World Journal of Mechanics》 2018年第4期82-93,共12页
The paper presents some examples revealing the uncertainty and absolute certainty principles in kinetics of objects formation that are different in their physical nature and in space scales: sub-stances of microcosm, ... The paper presents some examples revealing the uncertainty and absolute certainty principles in kinetics of objects formation that are different in their physical nature and in space scales: sub-stances of microcosm, nanoparticles and mesostructures, astrophysical and cosmological objects. Under the proposed kinetic approach, the uncertainty principle covers a wider spectrum of processes of approaching to equilibrium and object formation, than the absolute certainty principle. It refers, in particular, to nano-range-of-problems and mesoscopics as well as to cosmology. Both principles predict formation of objects that are not well-known or, at least, well-described so far. Among these are neutron-rich super-heavy and giant nuclei, biologic and organic-silicon mesoobjects, cosmological objects with the sizes considerably exceeding the size of a light sphere. 展开更多
关键词 OBJECTS Formation KINETICS PRINCIPLES UNcertainty ABSOLUTE certainty Microcosm Nanoparticles and Mesostructures Astrophysical and Cosmological OBJECTS
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A nonmonotonic linguistic certainty factor model
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作者 邱玉辉 罗旭东 《西南师范大学学报(自然科学版)》 CAS CSCD 1994年第4期361-370,共10页
AnonmonotoniclinguisticcertaintyfactormodelQiuYuhui ̄1,LuoXudong ̄2(DepartmentofComputerScience,SouthwestChina... AnonmonotoniclinguisticcertaintyfactormodelQiuYuhui ̄1,LuoXudong ̄2(DepartmentofComputerScience,SouthwestChinaUniversity,Chongq... 展开更多
关键词 非单调语言 非单调推理 人工智能 确定性因子模型
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The Absolute Certainty Principle (ACP) Revolutionizes Quantum Physics
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作者 Jean-Paul Auffray 《Journal of Modern Physics》 2016年第16期2341-2346,共7页
When the ubiquitous quantum, acting as an active principle, generates meteons in the System of the World, the Absolute Certainty Principle (ACP) regulates the characteristics of their motion. This newly uncovered law ... When the ubiquitous quantum, acting as an active principle, generates meteons in the System of the World, the Absolute Certainty Principle (ACP) regulates the characteristics of their motion. This newly uncovered law of Nature suggests that the cosmos is filled with an “aether”, as Newton and others—even Einstein!—called it in their days, and explains quite simply why we stand erect vertically on the surface of the Earth and why the universe is in expansion. 展开更多
关键词 Heisenberg Uncertainty Principle Quantum Meteorites Absolute certainty Principle Energy GRAVITATION Newton EINSTEIN Universe Expansion
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客户年报文本信息的溢出效应研究——基于供应商创新视角的证据 被引量:3
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作者 卿小权 赵文静 贺宏 《商业经济与管理》 北大核心 2025年第1期51-67,共17页
满足客户需求是驱动企业创新的原动力,而客户年报信息则是企业洞察其有效需求的重要渠道。为此,文章选取2008—2021年A股上市公司作为样本,实证考察客户文本信息的确定程度对企业创新投资的影响。研究发现,确定的客户文本信息能够增加... 满足客户需求是驱动企业创新的原动力,而客户年报信息则是企业洞察其有效需求的重要渠道。为此,文章选取2008—2021年A股上市公司作为样本,实证考察客户文本信息的确定程度对企业创新投资的影响。研究发现,确定的客户文本信息能够增加企业的创新投资。机制检验表明,确定性高的客户文本信息通过降低企业的研发不确定性和经营风险,进而促使企业增加研发投入。异质性检验发现,在客户内部控制水平较低、客户距离较远、高新技术产业以及产品市场竞争压力较大的样本中,客户文本信息确定性对企业创新的促进作用更强。进一步地,提高客户文本信息确定性可以增加企业的创新产出。文章丰富了市场需求影响企业创新的经验证据,既深化了企业对加强供应链管理必要性的认知,也为政策制定者推动供应链信息共享,进而激发企业创新活力提供了启示。 展开更多
关键词 客户文本信息确定性 企业创新 研发不确定性 经营风险
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The Groundlessness of Praxis in Wittgenstein’s On Certainty:Philosophy as a Transformation of Attitude
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作者 Lucilla Guidi 《Journal of Philosophy Study》 2019年第9期553-562,共10页
In this paper,the transformative and critical potential of the groundlessness of praxis--a central issue in Wittgenstein’s On Certainty--is outlined.It argues that the groundlessness of human praxis entails neither a... In this paper,the transformative and critical potential of the groundlessness of praxis--a central issue in Wittgenstein’s On Certainty--is outlined.It argues that the groundlessness of human praxis entails neither a relativistic nor a foundationalistic epistemological position.On the contrary,following Stanley Cavell and a“resolute reading”of Wittgenstein’s philosophy,it claims that Wittgenstein’s aim is to let us acknowledge that both epistemological foundationalism and epistemic relativism are apparent needs,so as to invite us to change our practical way of acting.From this perspective,this paper suggests that Wittgenstein’s account of philosophy addresses the readers and involves a transformation of their own practical attitude and way of acting. 展开更多
关键词 WITTGENSTEIN Cavell groundlessness certainty transformation ATTITUDE sensitivity ETHICS
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