Deep Learning for Decision Element Extraction in Fact Description of Legal Documents by Xia Li

“…The samples are according to the sample label frequency to obtain more balanced data, and we manually label keywords to obtain feature vectors to assist the model in improving the prediction results, but it also increases the statistical quantity mode of label co-occurrence. …”
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Generation Z and Green Hospitality: Insights into Eco-Conscious Decision-Making by Guadalupe Vila Vázquez, Belén Bande, Mohammad Faraz Naim

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Heuristic decision making selection of drone models according to specified characteristics by V. V. Afonin, V. V. Nikulin

“…On this basis, metrics are calculated by which the given sample of drone models is ranked.…”
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Pricing strategies of Online Stores and its influence on Consumers’ buying decision. by Dr. Waqar Ahmad

“…A total of 174 online shoppers made up the sample for this investigation. Information collected from the city of Erbil in the Kurdistan region, Iraq using a random sample technique. …”
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Exploring doctors’ perspectives on generative-AI and diagnostic-decision-support systems by Deborah Morgan, John Francis, Saba Esnaashari, Youmna Hashem, Anton Poletaev, Jonathan Bright

“…Our research seeks to fill this gap by presenting findings from a survey exploring doctors’ perceptions and experiences of using a variety of AI systems in their work. A sample of 929 doctors on the UK medical register participated in a survey between December 2023 and January 2024 which asked a range of questions about their understanding and use of AI systems.Overall, 29% of respondents reported using some form of AI in their practice within the last 12 months, with diagnostic-decision-support (16%) and generative-AI (16%) being the most prevalently used AI systems.We found that the majority of generative-AI users (62%) reported that these systems increase their productivity, and most diagnostic- decision-support users (62%) reported that the systems improve their clinical decision-making. …”
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Relations between CEO characteristics and mergers and acquisition decisions in Brazilian companies by Kamilla Tairine de Assunção Main, Vinicius Augusto Brunassi Silva

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The Risks to Investment Decisions: Can Financial Knowledge and Investor’s Experience be Moderate? by Hirdinis M.

“…This research is intended to determine the risk of investment-decisions moderated by investors’ knowledge and experience on the Indonesian Stock Exchange (IDX). …”
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CONSUMER DECISION-MAKING STYLES AND YOUNG-ADULT CONSUMERS: AN INDIAN EXPLORATION by Anubhav Anand MISHRA

“…The present study has tried to ascertain the decision-making styles of young-adult consumers so as to provide information to marketers interested in the decision-making profile of Indian consumers and thus enabling them to build their marketing efforts accordingly. …”
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The Influence of Celebrity Endorser and Brand Image on Erigo Purchase Decisions in Surabaya by Calvin Rajagukguk, Ugy Soebiantoro

“… This research aims to explore the influence of celebrity endorsers and brand image on Erigo's purchasing decisions in the city of Surabaya. In this case, celebrity endorsers and brand image are considered important in increasing purchasing decisions for a product. …”
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The Effect of Trust in Social Media and E-Commerce Companies on Consumer Decision by Tuğçenur Ekinci Furtana, Hasan Özkazanç

“…This research also aims to reveal the effect on consumer decisions as a sense of trust is created in consumers while shopping via e-commerce. …”
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Clinical decision-making in the treatment of children and adolescents with anxiety disorders in Australia by Lizél-Antoinette Bertie, Jennifer L. Hudson

“…Willingness to engage with clinical decision support was also examined.Method A sample of Australian mental health practitioners (n = 42) completed an online survey investigating clinical treatment decisions and the principles underlying their choices.Results Generally, clinicians subscribe to more than one theoretical orientation, with a majority incorporating a CBT approach. …”
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Analysis of blood microbiome dysbiosis in pulmonary sarcoidosis by decision tree model by Yordan Hodzhev

“…Our objective was to apply a decision-tree supervised machine learning hierarchical model to distinguish potential patterns of microbiome dysbiosis in blood samples from patients with pulmonary sarcoidosis as compared to healthy age-matched controls. …”
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The influence of buyer knowledge and economic level on sports product purchasing decisions by Ilham Ilham, Raihan Alfarobi Raihan, Bekir Erhan Orhan, Vlad Adrian Geantă Geantă

“…Objective: This study investigates the effects of buyer knowledge and economic level on purchasing decisions in the sports product sector. Methodology: A mixed-methods approach was used to analyze data from a random sample of 278 residents in Padang City. …”
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Alcohol Misuse: Integrating Personality Traits and Decision-Making Styles for Profiling by Luis F. García, Lara Cuevas, Oscar García, Ferran Balada, Anton Aluja

“…Measures of alcohol misuse (AUDIT and RAPI), structural personality models (ZKA-PQ/SF), impulsivity (BIS-11 and UPPS-P), and decision-making styles (GDMS) were applied to a sample of 988 individuals from the Spanish general population (446 of them also completed the NEO-PI-R). …”
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Salient monetary policy decisions and non-experts’ trust in central banks by Maqsood Aslam, Etienne Farvaque, Hira Iqbal, Piotr Stanek

“…Research Design & Methods: We used the Eurobarometer and Booth Chicago/Kellogg School Financial Trust Index to study the evolutions of trust by non-experts in the Fed and the ECB during two episodes of salient monetary policy decisions: 2012-2013 and 2020-2021. Utilizing logistic regressions on representative samples of American and EU citizens, we show which among the recent key decisions in monetary policy by the two major central banks significantly affected the levels of trust (and in which directions). …”
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Knowledge Distillation-Enhanced Behavior Transformer for Decision-Making of Autonomous Driving by Rui Zhao, Yuze Fan, Yun Li, Dong Zhang, Fei Gao, Zhenhai Gao, Zhengcai Yang

“…Autonomous driving has demonstrated impressive driving capabilities, with behavior decision-making playing a crucial role as a bridge between perception and control. …”
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AMPDECIDE amputation level patient decision aids: a feasibility study by Alison W. Henderson, Maryam Soltani, Bjoern D. Suckow, Alison R. Kern, Daniel D. Matlock, Joseph M. Czerniecki, Daniel C. Norvell

“…Patients demonstrated 17% improved amputation level knowledge after exposure to the decision aids. In addition, 81% of patients indicated wanting to participate in the amputation level decision. …”
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Conversational LLM-Based Decision Support for Defect Classification in AFM Images by Angona Biswas, Jaydeep Rade, Nabila Masud, Md Hasibul Hasan Hasib, Aditya Balu, Juntao Zhang, Soumik Sarkar, Adarsh Krishnamurthy, Juan Ren, Anwesha Sarkar

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Improving Precision and Reducing Runtime of Microscopic Traffic Simulators through Stratified Sampling by Khewal Bhupendra Kesur

“…Two methods of implementation are examined, one where stratification is applied to headways and routing decisions of individual vehicles and another where vehicle counts and entry times are more evenly sampled. …”
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Experience sampling method studies in physical activity research: the relevance of causal reasoning by Louise Poppe, Annick L. De Paepe, Benedicte Deforche, Delfien Van Dyck, Tom Loeys, Jelle Van Cauwenberg

“…Abstract Background The experience sampling method (ESM), also known as ecological momentary assessment, is gaining popularity in physical activity research. …”
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