Results 11 to 20 of about 8,190 (251)
Mining Causality via Information Bottleneck [PDF]
Causal discovery from observational data is a fundamental problem in many disciplines.However,existing methods such as constraint-based methods and causal function-based methods have strong assumptions on the causal mechanism of data,and are only ...
QIAO Jie, CAI Rui-chu, HAO Zhi-feng
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LLM-enhanced multi-causal event causality mining in financial texts
Event causality extraction in the financial domain is crucial for understanding complex cause-effect chains behind market movements and economic events. However, traditional event relation mining often focuses on simple, single-cause links and struggles ...
Chunyu Yan
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Co-integration analysis with structural breaks: South Africa’s gold mining index and USD/ZAR exchange rate [PDF]
This paper examines the presence of cointegration between South African gold mining index and USD/ZAR exchange rate. The results show that gold index and USD/ZAR exchange rate series are both I(1) and are cointegrated.
Retius Chifurira +2 more
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MODEL EFFECT OF COPPER PRICE ON FREEPORT MCMORAN STOCK PRICE
The copper price in copper mining companies is an essential aspect in terms of profit, revenue, production targets, and hedging. This research aims to determine an alternative of copper price modeling and its causality relationship to Freeport McMoRan ...
Erwin Riyanto +2 more
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Influence of industrial production of Russian regions on foreign trade indicators
The study is devoted to the assessment of the impact that industrial production of Russian regions has on the country’s foreign trade performance. The chosen topic is relevant due to the fact that today’s sanctions policy of various Western countries is ...
S. S. Krasnykh
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FOREIGN DIRECT INVESTMENT AND ONE DIGIT STANDARD INTERNATIONAL TRADE CLASSICIFICATION
The relationship between trade and Foreign Direct Investment (FDI) has been indicated as one of prominent development paths toward economic development. However, this relation is not straightforward due to the complex multinational companies’ investment ...
Murman Budijanto, Bagus Rachman
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Mining for Causal Regularities
This paper reports on an algorithmic exploration of the theory of causal regularity based on Mackie’s theory of causes as MINUS conditions, i.e., minimal insufficient but necessary member of a set of conditions that, though unnecessary, are sufficient for the effect. We describe the algorithm to extract causal hypotheses according to this model and the
Thomas Bidinger +4 more
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The development of technology has strongly affected regional urbanization. With development of mobile communication technology, intelligent devices have become increasingly widely used in people’s lives.
Kaisa Zhang +5 more
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Differential Causal Rules Mining in Knowledge Graphs [PDF]
In recent years, keen interest towards Knowledge Graphs has increased in both academia and the industry which has led to the creation of various datasets and the development of different research topics. In this paper, we present an approach that discovers differential causal rules in Knowledge Graphs.
Lucas Simonne +3 more
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Energy production is a phenomenon that has always preserved its importance for the history of humanity, as well as where the energy is spent and its consumption are also important.
Nazlıgül Gülcan +2 more
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