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Journal of Big Data

Issue 1/2017

Content (49 Articles)

Open Access Research

Vaccination allocation in large dynamic networks

Justin Zhan, Timothy Rafalski, Gennady Stashkevich, Edward Verenich

Open Access Survey paper

Conceptualizing Big Social Data

Ekaterina Olshannikova, Thomas Olsson, Jukka Huhtamäki, Hannu Kärkkäinen

Open Access Research

Scalable two-phase co-occurring sensitive pattern hiding using MapReduce

Shivani Sharma, Durga Toshniwal

Open Access Survey paper

The design of an adaptive column-store system

George Chernishev

Open Access Short report

Quality management architecture for social media data

Pekka Pääkkönen, Juha Jokitulppo

Open Access Research

Improving deep neural network design with new text data representations

Joseph D. Prusa, Taghi M. Khoshgoftaar

Open Access Research

Modeling temporal aspects of sensor data for MongoDB NoSQL database

Nadeem Qaisar Mehmood, Rosario Culmone, Leonardo Mostarda

Open Access Research

Big data driven co-occurring evidence discovery in chronic obstructive pulmonary disease patients

Christopher Baechle, Ankur Agarwal, Xingquan Zhu

Open Access Research

Toward building RDB to HBase conversion rules

R. Ouanouki, A. April, A. Abran, A. Gomez, J. M. Desharnais

Open Access Research

Outlier edge detection using random graph generation models and applications

Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj

Open Access Survey paper

Defining the execution semantics of stream processing engines

Lorenzo Affetti, Riccardo Tommasini, Alessandro Margara, Gianpaolo Cugola, Emanuele Della Valle

Open Access Survey paper

Big Data management in smart grid: concepts, requirements and implementation

Houda Daki, Asmaa El Hannani, Abdelhak Aqqal, Abdelfattah Haidine, Aziz Dahbi

Open Access Research

Botnet detection using graph-based feature clustering

Sudipta Chowdhury, Mojtaba Khanzadeh, Ravi Akula, Fangyan Zhang, Song Zhang, Hugh Medal, Mohammad Marufuzzaman, Linkan Bian

Open Access Research

Impact of reviewer social interaction on online consumer review fraud detection

Kunal Goswami, Younghee Park, Chungsik Song

Open Access Research

Identification of top-K nodes in large networks using Katz centrality

Justin Zhan, Sweta Gurung, Sai Phani Krishna Parsa

Open Access Research

DERIV: distributed brand perception tracking framework

Manu Shukla, Raimundo Dos Santos, Andrew Fong, Chang-Tien Lu

Open Access Research

Host managed contention avoidance storage solutions for Big Data

Pratik Mishra, Arun K. Somani

Open Access Research

Analysis of agriculture data using data mining techniques: application of big data

Jharna Majumdar, Sneha Naraseeyappa, Shilpa Ankalaki

Open Access Methodology

Large-scale distributed L-BFGS

Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Flavio Villanustre, John Holt

Open Access Research

iiHadoop: an asynchronous distributed framework for incremental iterative computations

Afaf G. Bin Saadon, Hoda M. O. Mokhtar

Open Access Research

Improved sqrt-cosine similarity measurement

Sahar Sohangir, Dingding Wang

Open Access Survey paper

Survey on clinical prediction models for diabetes prediction

N. Jayanthi, B. Vijaya Babu, N. Sambasiva Rao

Open Access Research

Clustering large datasets using K-means modified inter and intra clustering (KM-I2C) in Hadoop

Chowdam Sreedhar, Nagulapally Kasiviswanath, Pakanti Chenna Reddy

Open Access Methodology

Clustering categorical data based on the relational analysis approach and MapReduce

Yasmine Lamari, Said Chah Slaoui

Open Access Survey paper

A survey on heterogeneous transfer learning

Oscar Day, Taghi M. Khoshgoftaar

Open Access Survey paper

A bibliometric approach to tracking big data research trends

Ali Kalantari, Amirrudin Kamsin, Halim Shukri Kamaruddin, Nader Ale Ebrahim, Abdullah Gani, Ali Ebrahimi, Shahaboddin Shamshirband

Open Access Research

A novel hybrid model based on Hodrick–Prescott filter and support vector regression algorithm for optimizing stock market price prediction

Meryem Ouahilal, Mohammed El Mohajir, Mohamed Chahhou, Badr Eddine El Mohajir

Open Access Methodology

Dimensionality reduction and class prediction algorithm with application to microarray Big Data

Fadoua Badaoui, Amine Amar, Laila Ait Hassou, Abdelhak Zoglat, Cyrille Guei Okou

Open Access Research

Adaptive memory-based single distribution resampling for particle filter

Wan Mohd Yaakob Wan Bejuri, Mohd Murtadha Mohamad, Raja Zahilah Raja Mohd Radzi, Mazleena Salleh, Ahmad Fadhil Yusof

Open Access Research

Using deep learning for short text understanding

Justin Zhan, Binay Dahal

Open Access Methodology

Mining and visualising contradictory data

Honour Chika Nwagwu, George Okereke, Chukwuemeka Nwobodo

Open Access Research

An algorithm for identification of natural disaster affected area

M. V. Sangameswar, M. Nagabhushana Rao, S. Satyanarayana

Open Access Research

HCudaBLAST: an implementation of BLAST on Hadoop and Cuda

Nilay Khare, Alind Khare, Farhan Khan

Open Access Research

Mining and prioritization of association rules for big data: multi-criteria decision analysis approach

Addi Ait-Mlouk, Tarik Agouti, Fatima Gharnati

Open Access Short report

Some dimension reduction strategies for the analysis of survey data

Jiaying Weng, Derek S. Young

Open Access Research

Scaling associative classification for very large datasets

Luca Venturini, Elena Baralis, Paolo Garza

Open Access Research

Improving MapReduce privacy by implementing multi-dimensional sensitivity-based anonymization

Mohammed Al-Zobbi, Seyed Shahrestani, Chun Ruan

Open Access Methodology

A clustering algorithm for multivariate data streams with correlated components

Giacomo Aletti, Alessandra Micheletti

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