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A Hybrid Imputation Method Based on Denoising Restricted Boltzmann Machine

Xu, Jiang; Liu, Siqian; Chen, Zhikui; Leng, Yonglin - In: International Journal of Grid and High Performance … 10 (2018) 2, pp. 1-13

the correlation among records. Aiming at these problems, the article proposes a hybrid method to fill incomplete data. In … to measure correlation between records and attributes, respectively. Finally, quantifiable correlation is converted to …

Persistent link: https://www.econbiz.de/10012045070

A New Approach Based on the Detection of Opinion by SentiWordNet for Automatic Text Summaries by Extraction

Boudia, Mohamed Amine; Hamou, Reda Mohamed; Amine, … - In: International Journal of Information Retrieval Research … 6 (2016) 3, pp. 19-36

In this paper, the authors propose a new approach based on the detection of opinion by the SentiWordNet for the production of text summarization by using the scoring extraction technique adapted to detecting of opinion. The texts are decomposed into sentences then represented by a vector of...

Persistent link: https://www.econbiz.de/10012045541

Improving Power Analysis Peak Distribution Using Canberra Distance to Address Ghost Peak Problem

Mahanta, Hridoy Jyoti; Khan, Ajoy Kumar - In: International Journal of Information Security and … 12 (2018) 3, pp. 27-41

This article describes how differential power analysis has laid the foundations of such an attack that has challenged the security of almost all cryptosystems like DES, AES, and RSA. This non-invasive attack first extracts the power consumption details from devices embedded with cryptographic...

Persistent link: https://www.econbiz.de/10012045718

Visualization of Feature Engineering Strategies for Predictive Analytics

Vasavi, S.; Babu, Saggurthi Kishor - In: International Journal of Natural Computing Research (IJNCR) 7 (2018) 4, pp. 20-44

Predictive analytics can forecast trends, determines statistical probabilities and to act upon fraud and security threats for big data applications. Predictive analytics as a service (PAaaS) framework based upon ensemble model that uses Gaussian process with varying hyper parameters, Artificial...

Persistent link: https://www.econbiz.de/10012046737

Tracking Patterns with Particle Swarm Optimization and Genetic Algorithms

Tavares, Yuri Marchetti; Nedjah, Nadia; Mourelle, Luiza … - In: International Journal of Swarm Intelligence Research (IJSIR) 8 (2017) 2, pp. 34-49

prescribed model, in a frame sequence. In order to evaluate the similarity of two images, the Pearson's Correlation Coefficient …

Persistent link: https://www.econbiz.de/10012047847

A New Metric of Validation for Automatic Text Summarization by Extraction

Lokbani, Ahmed Chaouki - In: International Journal of Strategic Information … 8 (2017) 3, pp. 20-40

to the exactitude of evaluation of the F-measure for automatic summarization by extraction calculates correlation with …

Persistent link: https://www.econbiz.de/10012047895

Using Mixed Methods to Understand the Positive Correlation between Fear of Cyberbullying and Online Interaction

Yu, Szde - In: International Journal of Virtual Communities and Social … 8 (2016) 3, pp. 29-36

adopted to explore not only the statistical correlation between them, but also the qualitative meaning behind this correlation …. The quantitative analysis reveals a positive correlation between these two constructs, suggesting a higher level of fear …

Persistent link: https://www.econbiz.de/10012048571

A Comparative Study of Statistical and Rough Computing Models in Predictive Data Analysis

Acharjya, Debi; Anitha, A. - In: International Journal of Ambient Computing and … 8 (2017) 2, pp. 32-51

Information and technology revolution has brought a radical change in the way data are collected. The data collected is of no use unless some useful information is derived from it. Therefore, it is essential to think of some predictive analysis for analyzing data and to get meaningful...

Persistent link: https://www.econbiz.de/10012042652

A Mathematical Model for Demand Distribution in An Air Transport Network: An Application to Sardinia

Devoto, R.; Fantola, M.; Olivo, A.; Rassu, N. - In: International Journal of Aviation Systems, Operations … 4 (2017) 1, pp. 28-53

against this background. It aims to resolve one of the main critical factors that distinguish the PSO network: the shortage of … applied to a network of nodes and arcs representing, respectively, the airports and their connecting routes, and the airport … objective is to determine a network structure which corresponds to the distribution of passengers on the various branches …

Persistent link: https://www.econbiz.de/10012043082

Identification of Cryptographic Vulnerability and Malware Detection in Android

Kumawat, Anjali; Sharma, Anil Kumar; Kumawat, Sunita - In: International Journal of Information Security and … 11 (2017) 3, pp. 15-28

Android based Smartphones are nowadays getting more popular. While using Smartphone, user is always concerned about security and malicious attacks, cryptographic vulnerability of the applications. With increase in the number of Android mobiles, Android malwares are also increasing very rapidly....

Persistent link: https://www.econbiz.de/10012045695