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Extracting, Linking and Integrating Data from Public Sources: A Financial Case Study

Douglas Burdick, Mauricio Hernandez, Howard Ho, Georgia Koutrika, Rajasekar Krishnamurthy, Lucian Constantin Popa, Ioana Stanoi, Shivakumar Vaithyanathan, Sanjiv Ranjan Das
2015 Social Science Research Network  
integration from public sources.  ...  We show that, by using data aggregated by Midas, we can provide valuable insights about financial institutions either at the whole system level or at the individual company level.  ...  Figure 1 gives a high-level view of Midas, our system for extracting and integrating information from public data.  ... 
doi:10.2139/ssrn.2666384 fatcat:r2kyvmg52vf3lbj4s2gcaae3k4

Midas

Sreeram Balakrishnan, Christine M. Robson, Lei Shi, Ioana R. Stanoi, Edison L. Ting, Shivakumar Vaithyanathan, Huahai Yang, Vivian Chu, Mauricio A. Hernández, Howard Ho, Rajasekar Krishnamurthy, Shi Xia Liu (+3 others)
2010 Proceedings of the 2010 international conference on Management of data - SIGMOD '10  
This repository enables applications to use the extracted and integrated data in a variety of ways including mashups with other public data and complex risk analysis.  ...  The primary goal of the Midas project is to build a system that enables easy and scalable integration of unstructured and semi-structured information present across multiple data sources.  ...  Information Integration: Midas executes several entity resolution steps to combine data from individual documents into raw entities.  ... 
doi:10.1145/1807167.1807315 dblp:conf/sigmod/BalakrishnanCHHKLPPPRSSTVY10 fatcat:vpl4yhbkircmxf66yyk52ctnpi

FaMIDAS: A Mixed Frequency Factor Model with MIDAS Structure

Cecilia Frale, Libero Monteforte
2011 Social Science Research Network  
To address this issue, multivariate factor models are combined with MIDAS dynamics to perform shortterm forecasts.  ...  These are mainly official hard data, such as industrial production, world trade, production of paper; survey data, such as climate, expectation and PMI; financial data, such as spread and money (M2) and  ...  In the following the two main ingredients of the model, and the way in which they are integrated, are presented.  ... 
doi:10.2139/ssrn.1829984 fatcat:dgkdzv27mbf3bpp2rusnbm3c6u

Famidas: A Mixed Frequency Factor Model with MIDAS Structure

Cecilia Frale, Libero Monteforte
2010 Social Science Research Network  
To address this issue, multivariate factor models are combined with MIDAS dynamics to perform shortterm forecasts.  ...  These are mainly official hard data, such as industrial production, world trade, production of paper; survey data, such as climate, expectation and PMI; financial data, such as spread and money (M2) and  ...  In the following the two main ingredients of the model, and the way in which they are integrated, are presented.  ... 
doi:10.2139/ssrn.1664951 fatcat:apiwocyvnvc4vpkajwj3yh4nga

System Architecture of a European Platform for Health Policy Decision Making: MIDAS

Xi Shi, Gorana Nikolic, Scott Fischaber, Michaela Black, Debbie Rankin, Gorka Epelde, Andoni Beristain, Roberto Alvarez, Monica Arrue, Joao Pita Costa, Marko Grobelnik, Luka Stopar (+7 others)
2022 Frontiers in Public Health  
MIDAS platform delivers a secure, effective and integrated solution to deal with health data, providing support for health policy decision-making, planning of public health activities and the implementation  ...  The goal of this study was to develop a novel health data platform within the MIDAS (Meaningful Integration of Data Analytics and Services) project, that harnesses the potential of latent healthcare data  ...  A means of connecting healthcare data and integrating it with additional open and social data in a secure way did not exist prior to the MIDAS platform release.  ... 
doi:10.3389/fpubh.2022.838438 pmid:35433572 pmcid:PMC9008448 fatcat:j7tm4c3rkjd45p3e466depgtdi

Impact Evaluation of an Emerging European Health Project – the MIDAS Model

Justin Connolly, Anthony Staines, Regina Connolly, Paul Davis, Andrew Boilson
2020 Business Systems Research  
The initiative, MIDAS (Meaningful Integration of Data Analytics and Services), is a European health-based Horizon 2020 project comprising a consortium of members from various universities, research institutions  ...  AbstractBackground: This paper describes the impact evaluation of a large big data platform initiative that is being undertaken in order to increase the probability of its success.  ...  The Meaningful Integration of Data, Analytics, and Services (MIDAS) research project is a European-centered healthcare initiative.  ... 
doi:10.2478/bsrj-2020-0010 fatcat:64bndlzpqzdtfntk5vzy36me34

Enhancing MIDAS towards a transparent interoperability between SaaS and DaaS

Marcelo Vieira, Elivaldo Ribeiro, Witã Rocha, Babacar Mane, Daniela Claro, Joevan Oliveira, Edmilson Lima
2017 Anais do Simpósio Brasileiro de Sistemas de Informação (SBSI)  
First, this new version of MIDAS allows both semi-structure and structure data format from SaaS. It mediates queries from NoSQL (e.g. MongoDB) and SQL (MySQL) databases.  ...  In cloud applications, a huge volume and variety of data can be generated and they can be available for consumption by DaaS (Data as a Service).  ...  ACKNOWLEDGMENTS The authors would like to thank FAPESB (Foundation for Research Support of the State of Bahia) and CNPq (National Counsel of Technological and Scientific Development) for financial support  ... 
doi:10.5753/sbsi.2017.6062 dblp:conf/sbsi/VieiraRRMCOL17 fatcat:tia72urxkfa5jogws7zfqbn6f4

Software LS-MIDA for efficient mass isotopomer distribution analysis in metabolic modelling

Zeeshan Ahmed, Saman Zeeshan, Claudia Huber, Michael Hensel, Dietmar Schomburg, Richard Münch, Wolfgang Eisenreich, Thomas Dandekar
2013 BMC Bioinformatics  
This publication was funded by the German Research Foundation (DFG) and the University of Wuerzburg in the funding programme Open Access Publishing.  ...  The LS-MIDA software package itself is not designed to perform integration of the original MS signals. Thus, another software package must be used first.  ...  The experimental data is organised following a new data format especially proposed (with extension "*.ls") for LS-MIDA data files.  ... 
doi:10.1186/1471-2105-14-218 pmid:23837681 pmcid:PMC3720290 fatcat:aw3t6qgk25cihhftyi7447c5fe

Variable weights combination MIDAS model based on ELM for natural gas price forecasting

Lue Li, Caihong Han, Shengwei Yao, Liangshuo Ning
2022 IEEE Access  
INDEX TERMS Natural gas price forecasting, Mixed data sampling model, Combination-MIDAS-MOGWO-ELM model, Forecasting accuracy.  ...  In order to effectively improve the forecasting results of mixed frequency data.  ...  Natural Science Foundation (No. 2020GXNSFAA159014 and 2021GXNSFAA220114), Guangxi Key Laboratory of Cross-border E-commerce Intelligent Information Processing, Guangxi Key Laboratory of Finance and Big Data  ... 
doi:10.1109/access.2022.3174814 fatcat:aiofet6ujzce5fcfabki6v56ma

Forecast of China's economic growth during the COVID-19 pandemic: a MIDAS regression analysis

Samet Gunay, Gökberk Can, Murat Ocak
2020 Journal of Chinese Economic and Foreign Trade Studies  
Design/methodology/approach Empirical analyses are conducted through alternative methods such as ordinary least squares, Markov regime switching (MRS) and mixed data sampling (MIDAS) regressions.  ...  Purpose This study aims to examine the effect of the COVID-19 pandemic in comparison to the global financial crisis (GFC) on the gross domestic product (GDP) growth rate of China.  ...  Guérin and Marcellino (2013) proposed a Markov-switching mixed data sampling (MS-MIDAS) regression that uses regime changes in the MIDAS' parameters.  ... 
doi:10.1108/jcefts-08-2020-0053 fatcat:42bfob2tkfegxbiapzl2dgaqla

Plants and mudbrick: preserving the Midas Tumulus at Gordian, Turkey

Naomi F. Miller, Kurt Bluemel
1999 Conservation and Management of Archaeological Sites  
Agricultural development and the natural forces of wind and water erosion threaten the integrity of these mounds.  ...  Gordion was the capital of ancient Phrygia and reputed home of King Midas (c. 700 BC).  ...  ACKNOWLEDGEMENTS The authors would like to thank Yener Yilmaz and the Gordion Vakif for their financial support of our preservation efforts. Figure 2 was prepared for publication by Andrea Jacobs.  ... 
doi:10.1179/135050399793138518 fatcat:j47xodgadnhojegbz3roifko7u

A model-independent data assimilation (MIDA) module and its applications in ecology

Xin Huang, Dan Lu, Daniel M. Ricciuto, Paul J. Hanson, Andrew D. Richardson, Xuehe Lu, Ensheng Weng, Sheng Nie, Lifen Jiang, Enqing Hou, Igor F. Steinmacher, Yiqi Luo
2021 Geoscientific Model Development  
MIDA works in three steps including data preparation, execution of data assimilation, and visualization.  ...  To alleviate this technical burden, we developed a model-independent data assimilation (MIDA) module.  ...  Case 4: supporting data assimilation with a dynamic vegetation model This case study is to examine the efficiency of MIDA to integrate remote sensing data into a dynamic vegetation model.  ... 
doi:10.5194/gmd-14-5217-2021 fatcat:jw4ezwuq6bf37a25yts2mk7pa4

Intertwined artistic practices: critical remarks on collaboration across fields of knowledge1

Maria Manuela Lopes
2015 Midas: Museus e Estudos Interdisciplinares  
This became evident during my diverse public presentations and informal discussions.  ...  support, facilities, institutional assistance and public relations, thus transforming the complex logistics into something more attainable.  ... 
doi:10.4000/midas.856 fatcat:f3c2ko7cendfbgmzsgbgzd5epu

An Updated Genome Assembly Improves Understanding of the Transcriptional Regulation of Coloration in Midas Cichlid

Yunyun Lv, Yanping Li, Yi Liu, Zhengyong Wen, Yexin Yang, Chuanjie Qin, Qiong Shi, Xidong Mu
2022 Frontiers in Marine Science  
Midas cichlid (Amphilophus citrinellus), a popular aquarium fish, attracts extensive attention from worldwide biologists mainly due to its morphological polymorphism (dark versus gold).  ...  In this study, we sequenced about 149 Gb of nucleotide sequences of Midas cichlid, generating a genome assembly with a total size of 933.5 Mb, which exhibits a good genome continuity with a contig N50  ...  ACKNOWLEDGMENTS We are grateful for those previously reported RNA-seq data of Midas cichlid, which are deposited in the NCBI SRA database (including SRR11962298-11962299, SRR11962300, SRR11962302-11962311  ... 
doi:10.3389/fmars.2022.950573 fatcat:3qf34egxpvddtllpbfgw5c4kj4

Pharmaceutical expenditure on drugs for rare diseases in Canada: a historical (2007–13) and prospective (2014–18) MIDAS sales data analysis

Victoria Divino, Mitch DeKoven, Michael Kleinrock, Rolin L. Wade, Tony Kim, Satyin Kaura
2016 Orphanet Journal of Rare Diseases  
Funding This study was financially supported by Celgene.  ...  However, little evidence or data has been publically generated with regard to actual orphan drug expenditure in Canada.  ...  MIDAS sales data does not comprehensively segment by indication.  ... 
doi:10.1186/s13023-016-0450-y pmid:27207271 pmcid:PMC4875716 fatcat:4j232vucg5emrpdnrm37jownmq
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