Search Results - "Malinao, Jasmine A"

Patterns and Outlier Analysis of Traffic Flow Using Data Signatures via IDIRBrG Method and Vector Fusion Visualization by Malinao, Jasmine A, Juayong, Richelle Ann B, Becerral, Jona G, Cabreros, Karmina Rosette C, Remaneses, Ken Marvi B, Khaw, Jason G, Wuysang, Danny F, Corpuz, Francis James O, Hernandez, Nestine Hope S, Yap, Jan Michael C, Adorna, Henry N

“…In this paper, we used X-Means clustering algorithm, incorporated data images from a so-called Iterative Data Image Rotated Bar Graph (iDIRBrG) method…”
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Characterizing Classes of Potential Outliers through Traffic Data Set Data Signature 2D nMDS Projection by Oquendo, Erlo Robert F, Clemente, Jhoirene B, Malinao, Jasmine A, Adorna, Henry N

“…This paper presents a formal method for characterizing the potential outliers from the data signature projection of traffic data set using Non-Metric…”
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Traffic incident detection and modelling using Quantum Frequency Algorithm and AutoRegressive Integrated Moving Average models by Abanto, Jeanelle E., Reyes, Charmailene C., Malinao, Jasmine A., Adorna, Henry N.

“…In this study, we used AutoRegressive Integrated Moving Average (ARIMA) to effectively represent expected normal traffic behavior of those weeks identified to…”
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Data Signature-Based Multiyear Analysis of BLK-NB 6-Minute Interval Datasets of 2006 to 2009 by Villena, J. C., Malinao, J. A., Adorna, H. N.

“…In this paper, we present a multiyear analysis of the North Luzon Expressway Balintawak-NorthBound (NLEX BLKNB) Datasets of 2006 to 2009 using the 6-minute…”
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A Quantitative Analysis-Based Algorithm for Optimal Data Signature Construction of Traffic Data Sets by Malinao, J. A., Juayong, R. A. B., Oquendo, E. R. F., Tadlas, R. M. U., Lee, J. B. T., Clemente, J. B., Gaabucayan-Napalang, M. S., Regidor, J. R. F., Adorna, H. N.

“…In this paper, a new set of data signatures is derived to obtain better Vector Fusion 2D visualizations of a time series and periodic nD traffic data set as…”
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