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Journal

Journal of Big Data

Journal of Big Data 1/2017

Issue 1/2017

Table of Contents ( 49 Articles )

01-12-2017 | Research | Issue 1/2017 Open Access

A new method of large-scale short-term forecasting of agricultural commodity prices: illustrated by the case of agricultural markets in Beijing

Haoyang Wu, Huaili Wu, Minfeng Zhu, Weifeng Chen, Wei Chen

01-12-2017 | Research | Issue 1/2017 Open Access

Vaccination allocation in large dynamic networks

Justin Zhan, Timothy Rafalski, Gennady Stashkevich, Edward Verenich

01-12-2017 | Survey paper | Issue 1/2017 Open Access

Conceptualizing Big Social Data

Ekaterina Olshannikova, Thomas Olsson, Jukka Huhtamäki, Hannu Kärkkäinen

01-12-2017 | Research | Issue 1/2017 Open Access

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

Shivani Sharma, Durga Toshniwal

01-12-2017 | Survey paper | Issue 1/2017 Open Access

The design of an adaptive column-store system

George Chernishev

01-12-2017 | Short report | Issue 1/2017 Open Access

Quality management architecture for social media data

Pekka Pääkkönen, Juha Jokitulppo

01-12-2017 | Research | Issue 1/2017 Open Access

Improving deep neural network design with new text data representations

Joseph D. Prusa, Taghi M. Khoshgoftaar

01-12-2017 | Research | Issue 1/2017 Open Access

Modeling temporal aspects of sensor data for MongoDB NoSQL database

Nadeem Qaisar Mehmood, Rosario Culmone, Leonardo Mostarda

01-12-2017 | Research | Issue 1/2017 Open Access

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

Christopher Baechle, Ankur Agarwal, Xingquan Zhu

01-12-2017 | Research | Issue 1/2017 Open Access

Toward building RDB to HBase conversion rules

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

01-12-2017 | Research | Issue 1/2017 Open Access

Outlier edge detection using random graph generation models and applications

Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj

01-12-2017 | Survey paper | Issue 1/2017 Open Access

Defining the execution semantics of stream processing engines

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

01-12-2017 | Survey paper | Issue 1/2017 Open Access

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

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

01-12-2017 | Research | Issue 1/2017 Open Access

Botnet detection using graph-based feature clustering

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

01-12-2017 | Research | Issue 1/2017 Open Access

Impact of reviewer social interaction on online consumer review fraud detection

Kunal Goswami, Younghee Park, Chungsik Song

01-12-2017 | Research | Issue 1/2017 Open Access

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

Justin Zhan, Sweta Gurung, Sai Phani Krishna Parsa

01-12-2017 | Research | Issue 1/2017 Open Access

DERIV: distributed brand perception tracking framework

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

01-12-2017 | Research | Issue 1/2017 Open Access

Host managed contention avoidance storage solutions for Big Data

Pratik Mishra, Arun K. Somani

01-12-2017 | Research | Issue 1/2017 Open Access

Theory-driven or process-driven prediction? Epistemological challenges of big data analytics

Ahmed Elragal, Ralf Klischewski

01-12-2017 | Research | Issue 1/2017 Open Access

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

Jharna Majumdar, Sneha Naraseeyappa, Shilpa Ankalaki

01-12-2017 | Research | Issue 1/2017 Open Access

Big data analytics: does organizational factor matters impact technology acceptance?

Vitor Brock, Habib Ullah Khan

01-12-2017 | Methodology | Issue 1/2017 Open Access

Large-scale distributed L-BFGS

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

01-12-2017 | Research | Issue 1/2017 Open Access

Horizontally scalable probabilistic generalized suffix tree (PGST) based route prediction using map data and GPS traces

Vishnu Shankar Tiwari, Arti Arya

01-12-2017 | Research | Issue 1/2017 Open Access

iiHadoop: an asynchronous distributed framework for incremental iterative computations

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

01-12-2017 | Research | Issue 1/2017 Open Access

Improved sqrt-cosine similarity measurement

Sahar Sohangir, Dingding Wang

01-12-2017 | Survey paper | Issue 1/2017 Open Access

Survey on clinical prediction models for diabetes prediction

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

01-12-2017 | Research | Issue 1/2017 Open Access

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

Chowdam Sreedhar, Nagulapally Kasiviswanath, Pakanti Chenna Reddy

01-12-2017 | Methodology | Issue 1/2017 Open Access

Clustering categorical data based on the relational analysis approach and MapReduce

Yasmine Lamari, Said Chah Slaoui

01-12-2017 | Survey paper | Issue 1/2017 Open Access

A survey on heterogeneous transfer learning

Oscar Day, Taghi M. Khoshgoftaar

01-12-2017 | Survey paper | Issue 1/2017 Open Access

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

01-12-2017 | Research | Issue 1/2017 Open Access

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

01-12-2017 | Methodology | Issue 1/2017 Open Access

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

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

01-12-2017 | Research | Issue 1/2017 Open Access

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

01-12-2017 | Research | Issue 1/2017 Open Access

Using deep learning for short text understanding

Justin Zhan, Binay Dahal

01-12-2017 | Research | Issue 1/2017 Open Access

Learning topic description from clustering of trusted user roles and event models characterizing distributed provenance networks: a reinforcement learning approach

Sanjoy Kumar Mukherjee, Sivaji Bandyopadhyay

01-12-2017 | Methodology | Issue 1/2017 Open Access

Mining and visualising contradictory data

Honour Chika Nwagwu, George Okereke, Chukwuemeka Nwobodo

01-12-2017 | Research | Issue 1/2017 Open Access

A framework for the estimation and reduction of hospital readmission penalties using predictive analytics

Christopher Baechle, Ankur Agarwal

01-12-2017 | Survey paper | Issue 1/2017 Open Access

The core enabling technologies of big data analytics and context-aware computing for smart sustainable cities: a review and synthesis

Simon Elias Bibri, John Krogstie

01-12-2017 | Research | Issue 1/2017 Open Access

An algorithm for identification of natural disaster affected area

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

01-12-2017 | Methodology | Issue 1/2017 Open Access

Understanding deep learning via backtracking and deconvolution

Xing Fang

01-12-2017 | Research | Issue 1/2017 Open Access

HCudaBLAST: an implementation of BLAST on Hadoop and Cuda

Nilay Khare, Alind Khare, Farhan Khan

01-12-2017 | Research | Issue 1/2017 Open Access

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

Addi Ait-Mlouk, Tarik Agouti, Fatima Gharnati

01-12-2017 | Short report | Issue 1/2017 Open Access

Some dimension reduction strategies for the analysis of survey data

Jiaying Weng, Derek S. Young

01-12-2017 | Research | Issue 1/2017 Open Access

Scaling associative classification for very large datasets

Luca Venturini, Elena Baralis, Paolo Garza

01-12-2017 | Research | Issue 1/2017 Open Access

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

Mohammed Al-Zobbi, Seyed Shahrestani, Chun Ruan

01-12-2017 | Research | Issue 1/2017 Open Access

A computing platform for pairs-trading online implementation via a blended Kalman-HMM filtering approach

Anton Tenyakov, Rogemar Mamon

01-12-2017 | Research | Issue 1/2017 Open Access

Missing data management and statistical measurement of socio-economic status: application of big data

Habtamu Tilaye Wubetie

01-12-2017 | Methodology | Issue 1/2017 Open Access

A clustering algorithm for multivariate data streams with correlated components

Giacomo Aletti, Alessandra Micheletti

01-12-2017 | Research | Issue 1/2017 Open Access

Improved classification of large imbalanced data sets using rationalized technique: Updated Class Purity Maximization Over_Sampling Technique (UCPMOT)

Sachin S. Patil, Shefali P. Sonavane

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