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Novel Data Structure Modeling Model based on Hierarchical Data Analysis and Parsing

Chang Liu, Ting Han, Changli Sun
2017 DEStech Transactions on Social Science Education and Human Science  
The paper discussed in the framework of the unity of the three-dimensional Markov model of four structural features of the text of this site data modeling, and analysis of distributed computing and word  ...  Data with dynamic, high-end, multi-channel and distributed structure and the structure of the model is only part of the theme before modeling.  ...  Figure 1 . 1 Hierarchical data analysis. Figure 2 . 2 Schematic diagram of logical change. Figure 3 . 3 Multilevel data analysis.  ... 
doi:10.12783/dtssehs/icsste2017/9417 fatcat:mi53ux4ryzdr7pjb7b2enb7ifi

Maintening multi-level confidentiality on big data using Pk-anonymization methods and cryptographic techniques

Ahmed Mohammed, G. Babu
2018 Advances in Modelling and Analysis B  
To give multilevel security we consolidate cryptography and steganography approaches also along with Pk-Anonymization method.  ...  Here we give multilevel security to our information to make framework more secure by using Pk-anonymization.by using this technique the personal data of a individual is converted into a un-identified format  ...  locations and passwords or some business related information or bank details and so forth.  ... 
doi:10.18280/ama_b.610103 fatcat:qwrpdw5dqrayno7ikjffcsmny4

Multilevel Factor Analysis and Structural Equation Modeling of Daily Diary Coping Data: Modeling Trait and State Variation

Scott C. Roesch, Arianna A. Aldridge, Stephanie N. Stocking, Feion Villodas, Queenie Leung, Carrie E. Bartley, Lisa J. Black
2010 Multivariate Behavioral Research  
The current study used multilevel modeling of daily diary data to model within-person (state) and between-person (trait) components of coping variables.  ...  This application included the introduction of multilevel factor analysis (MFA) and a comparison of the predictive ability of these trait/state factors.  ...  model for the multilevel data was used to predict NA and PA, respectively.  ... 
doi:10.1080/00273171.2010.519276 pmid:21399732 pmcid:PMC3049912 fatcat:2a5f65jwuzbwnfpdj37rlzet7e

Model for the collection and analysis of data from teachers and students supported by Academic Analytics

Fredys A. Simanca H., Isabel Hernández Arteaga, María Elsa Unriza Puin, Fabian Blanco Garrido, Jaime Paez Paez, Jairo Cortés Méndez, Alicia Alvarez
2020 Procedia Computer Science  
and providing easy to use business intelligence tools.  ...  This article shows a proposal for creating an information system based on Academic Analytics, designing a model that is supported by Academic Analytics for the collection and analysis of data from the  ...  Author name / Procedia Computer Science 00 (2018) 000-000 of students in university was analyzed considering their performance in terms of "qualitative performance", measured by their average grade, and  ... 
doi:10.1016/j.procs.2020.10.039 fatcat:ot3ukmac2zczfk45u75pzmmz5m

Received Total Wideband Power Data Analysis

John Garrigan, Martin Crane, Marija Bezbradica
2019 Proceedings of the 22nd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems - MSWIM '19  
data. • Networks~Wireless access points, base stations and infrastructure • Networks~Network performance analysis KEYWORDS 3G; uplink; maximum overlap discrete wavelet transform; multiscale analysis;  ...  Received total wideband power (RTWP) data is a measurement of the wanted and unwanted power levels received by a 3G radio base station (RBS) and is a concise indicator of uplink network performance.  ...  Again the process suggests an ARIMA(2,1,6) model.  ... 
doi:10.1145/3345768.3355905 dblp:conf/mswim/GarriganCB19 fatcat:ynuu2shfrjg47g43zldxfscl4m

Open Data Ecosystems Evolution: Analysis of Quadruple and Quintuple Helix Innovation Models for Digital Entrepreneurship Services

Fotis Kitsios, Maria Kamariotou, Evangelos Grigoroudis
2021 Sustainability  
This paper uses the quadruple/quintuple helix innovation model to drive innovation and entrepreneurship in Thessaloniki's open data ecosystem to develop applications using open data.  ...  Therefore, it is necessary to create a model that fosters value and entrepreneurship for the open data ecosystem, aiming to develop an economically self-sustained ecosystem.  ...  Data Availability Statement: Not applicable. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/su132112183 fatcat:2xjj6vzuprctbbznrkcqlshnqu

A deterministic risk analysis and measurement model for assessing availability and integrity in command and control systems

Madjid Tavana, Dawn A. Trevisani, Thomas A. Clark
2014 International Journal of Data Analysis Techniques and Strategies  
Reference to this paper should be made as follows: Tavana, M., Trevisani, D.A. and Clark, T.A. (2014) 'A deterministic risk analysis and measurement model for assessing availability and integrity in command  ...  Despite the importance of developing and maintaining self-protecting and self-healing processes, the simultaneous consideration of availability and integrity has received little attention in the literature  ...  The authors would like to thank the anonymous reviewers and the editor for their insightful comments and suggestions.  ... 
doi:10.1504/ijdats.2014.066605 fatcat:6mm4g7xuu5abxim6a3qaeind4e

Modeling and analysis of interactions in virtual enterprises

H. Davulcu, M. Kifer, L.R. Pokorny, C.R. Ramakrishnan, I.V. Ramakrishnan, S. Dawson
1999 Proceedings Ninth International Workshop on Research Issues on Data Engineering: Information Technology for Virtual Enterprises. RIDE-VE'99  
For a virtual enterprise to succeed, its business processes must be automated, and its startup costs must be minimized.  ...  In this paper we describe a formal framework for modeling and reasoning about interactions in a virtual enterprise.  ...  (including Windows and the various flavors of Unix), it interfaces to database systems through ODBC drivers, has a Perl interface, and Java interface is currently under development.  ... 
doi:10.1109/ride.1999.758587 dblp:conf/ride/DavulcuKPRRD99 fatcat:ufg3aydj6nax5pw37xfk3gutve

Data analysis and modeling pipelines for controlled networked social science experiments

Vanessa Cedeno-Mieles, Zhihao Hu, Yihui Ren, Xinwei Deng, Noshir Contractor, Saliya Ekanayake, Joshua M. Epstein, Brian J. Goode, Gizem Korkmaz, Chris J. Kuhlman, Dustin Machi, Michael Macy (+5 others)
2020 PLoS ONE  
Moreover, experiments and modeling are often performed in a cycle, enabling iterative experimental refinement and data modeling to uncover interesting insights and to generate/refute hypotheses about social  ...  Significant effort is required to perform data analytics on experimental outputs and for computational modeling of custom experiments.  ...  In [100] , aspects of a business data model are described. In [101] , a data model is presented for capturing workflow audit trail data relevant to process performance evaluation.  ... 
doi:10.1371/journal.pone.0242453 pmid:33232347 fatcat:ddezxjhrqvfqdkxfak54dhqljy

An approach for modeling and analysis of security system architectures

Yi Deng, Jiacun Wang, J.J.P. Tsai, K. Beznosov
2003 IEEE Transactions on Knowledge and Data Engineering  
The analysis of the architecture is driven by the propagation of the global security constraints onto the components in an incremental process.  ...  We present a methodology for modeling security system architecture and for verifying whether required security constraints are assured by the composition of the components.  ...  CCR-0098120 and by the US Army Research Office under grant No. DAAG55-98-1-0428.  ... 
doi:10.1109/tkde.2003.1232267 fatcat:odpsugeiznhohbmcuifhpovtwq

Construction of a Hierarchical Neural Network Power Source Model for Human Capital Technology Innovation and Benefit Distribution with Big Data Analysis

Yang Liu, Sang-Bing Tsai, Gengxin Sun
2021 Mathematical Problems in Engineering  
In this paper, a hierarchical neural network power source model is used to conduct an in-depth analysis and research on human capital technology innovation and revenue distribution.  ...  To quickly verify whether the model can converge during the training process, a simple dataset with only two sequences and the elements in the sequences being real numbers rather than vectors are constructed  ...  Instead of standardization, we process the raw data to obtain the deviation of an indicator from the mean of all samples.  ... 
doi:10.1155/2021/3939511 fatcat:zrcv23zxajc5lkenvl4farocvy

Agent-based Social Network Model of Construction through Analysis of Japanese General Social Survey Data

Jiao Xue, Manabu Ichikawa, Hiroshi Deguchi
2015 The Communications in Information Science and Management Engineering  
and apply the network model in simulations of social phenomena.  ...  This research attempts to construct an intimacy-based social network model by the analysis of all types of personal relationship networks in the real world based on the Japanese General Social Survey,  ...  Application of JGSS Data Analysis We propose to introduce our data analysis results into a virtual city model and construct an entire social network based on the geographically based virtual city.  ... 
doi:10.5963/cisme0501001 fatcat:vkys3rt7obcvpkthk7xsi64aye

Scalable model-based clustering for large databases based on data summarization

Huidong Jin, Man-Leung Wong, K.-S. Leung
2005 IEEE Transactions on Pattern Analysis and Machine Intelligence  
Combined with the BIRCH's and the grid-based data summarization procedures, EMADS is used to construct two model-based clustering algorithms: bEMADS and gEMADS, respectively.  ...  A series of experiments are conducted on both real-life and synthetic data sets.  ...  This paper concentrates on scalable model-based cluster analysis.  ... 
doi:10.1109/tpami.2005.226 pmid:16285371 fatcat:7logjca2hbb6bjueujn2elrfda

An integrated model for green supplier selection under fuzzy environment: application of data envelopment analysis and genetic programming approach

Alireza Fallahpour, Ezutah Udoncy Olugu, Siti Nurmaya Musa, Dariush Khezrimotlagh, Kuan Yew Wong
2015 Neural computing & applications (Print)  
In this paper, an integrated model that applies Data Envelopment Analysis (DEA) and Support Vector Machine (SVM) is developed to select efficient suppliers based on their predicted efficiency scores.  ...  Actual efficiency scores are then calculated for each Decision Making Unit (DMU) using CCR-DEA model. Afterwards, suppliers' performance-related data are used for training SVM-DEA model.  ...  The authors are grateful to the editor and the referees for their recommendations and proposals which helped in improving the earlier version of this article substantially.  ... 
doi:10.1007/s00521-015-1890-3 fatcat:b6lim3fz2bfmrk4hhorx3yh73u

Effects on Household Labor of Temporary Out-migration by Male Household Heads in Nicaragua and Peru: an Analysis of Spot-check Time Allocation Data Using Mixed-effects Models

Jeremy M. Koster, Mark N. Grote, Bruce Winterhalder
2013 Human Ecology (New York, N.Y.)  
In addition to the comparative empirical analysis of the two cases, we show how mixed-effects models allow for individual heterogeneity and data structures that confound more familiar statistical techniques  ...  We test this hypothesis using spot-check time allocation datasets from rural Nicaragua and Peru and the methodology of mixed-effects statistical models.  ...  A grant from the National Science Foundation (BCS-0963752) facilitated this collaborative analysis. We thank Maria Fox for formatting the supplemental file.  ... 
doi:10.1007/s10745-012-9549-5 fatcat:agyh5b5pmzhltmmffxv5xchr7a
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