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Using the CDIO framework to teach research methodology to informatics students
(World Transactions on Engineering and Technology Education (WIETE), 2018-12-01)
The conceive, design, implement, operate (CDIO) framework is an extended concept for project-based
learning. In considering research as a project, the focus of the study described here was the implementation of CDIO for
a ...
Short-Term Time Series Modelling Forecasting Using Genetic Algorithm
(Advanced Science Letters - ASP, 2018-02-02)
The prediction analysis of a network traffic time series dataset in order to obtain a reliable forecast is a very important task to any organizations. A time series data can be defined as an ordered sequence of values of ...
Artificial Neural Network Optimized Approach for Improving Spatial Cluster Quality of Land Value Zone
(International Journal of Engineering and Technology(UAE) - Science Publishing Corporation, 2018-02-02)
A geostatistics practical approach is divided data sample into several groups with certain rules. Then, the data groups are used for spatial interpolation. Furthermore, clustering technique is quite commonly used in order ...
Network Traffic Time Series Performance Analysis using Statistical Methods
(Knowledge Engineering and Data Science (KEDS), 2018-01-02)
This paper presents an approach for a network traffic characterization by using statistical techniques. These techniques are obtained using the decomposition, winter’s exponential smoothing and autoregressive integrated ...
Automatic detection of peripapillary atrophy in retinal fundus imagesusing statistical features
(ELSEVIER, 2018-08)
tThe presence of peripapillary atrophy (PPA) is associated with two kinds of diseases, namely glaucomaand myopia. PPA is one of the characteristics of these diseases that can be observed through retinal fundusimages. We ...
Automatic Glaucoma Detection Method Applying a Statistical Approach to Fundus Images
(Korean Society of Medical Informatics, 2018-01)
Objectives: Glaucoma is an incurable eye disease and the second leading cause of blindness in the world. Until 2020, the number of patients of this disease is estimated to increase. This paper proposes a glaucoma detection ...
Feasibility Study of Fiber to the Home Networks for Optical Fiber Loss and Attenuation
(International Journal of Engineering and Technology(UAE) - Science Publishing Corporation, 2018-07-04)
The utilization of optical fiber cable as a data transmission medium has provided various benefits and advantages in terms of data transfer and economically because it can reduce the use of many copper cables. The purpose ...
A Performance Neighborhood Distance (ndist) Between K -Means and SOM Algorithms
(Advanced Science Letters (ASL), 2018)
Clustering is an important means of data mining based on separating data categories by similar features. This paper aims to compare the performance of neighborhood distance (ndist) between K-Means and Self-Organizing Maps ...
SMARTPHONE E-LEARNING PENETRATION ON COMPUTER SCIENCE AND COMPUTER EDUCATION STUDENTS
(Pustekkom Kemendikbud RI, 2018-12-03)
ABSTRACT: Level of smartphone usage can be used as an indicator of technological progress of a region. This study aims to explore the background of the selection of smartphones and applications used, as well as the level ...