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Journal

Journal of Big Data

Journal of Big Data 1/2018

Issue 1/2018

Table of Contents ( 53 Articles )

01-12-2018 | Survey Paper | Issue 1/2018 Open Access

Big healthcare data: preserving security and privacy

Karim Abouelmehdi, Abderrahim Beni-Hessane, Hayat Khaloufi

01-12-2018 | Research | Issue 1/2018 Open Access

Investigating important urban characteristics in the formation of urban heat islands: a machine learning approach

Sanglim Yoo

01-12-2018 | Research | Issue 1/2018 Open Access

Big Data: Deep Learning for financial sentiment analysis

Sahar Sohangir, Dingding Wang, Anna Pomeranets, Taghi M. Khoshgoftaar

01-12-2018 | Research | Issue 1/2018 Open Access

FML-kNN: scalable machine learning on Big Data using k-nearest neighbor joins

Georgios Chatzigeorgakidis, Sophia Karagiorgou, Spiros Athanasiou, Spiros Skiadopoulos

01-12-2018 | Research | Issue 1/2018 Open Access

A new approach to the space–time analysis of big data: application to subway traffic data in Seoul

Kwang-Yul Kim, Chae-Young Lim, Eunice J. Kim

01-12-2018 | Methodology | Issue 1/2018 Open Access

Adaptive-Miner: an efficient distributed association rule mining algorithm on Spark

Sanjay Rathee, Arti Kashyap

01-12-2018 | Research | Issue 1/2018 Open Access

Bayesian count regression analysis for determinants of antenatal care service visits among pregnant women in Amhara regional state, Ethiopia

Mekuanint Simeneh Workie, Ayenew Molla Lakew

01-12-2018 | Methodology | Issue 1/2018 Open Access

StreamAligner: a streaming based sequence aligner on Apache Spark

Sanjay Rathee, Arti Kashyap

01-12-2018 | Research | Issue 1/2018 Open Access

Who is behind the wheel? Driver identification and fingerprinting

Saad Ezzini, Ismail Berrada, Mounir Ghogho

01-12-2018 | Research | Issue 1/2018 Open Access

GraphZIP: a clique-based sparse graph compression method

Ryan A. Rossi, Rong Zhou

01-12-2018 | Research | Issue 1/2018 Open Access

Concept and benchmark results for Big Data energy forecasting based on Apache Spark

Jorge Ángel González Ordiano, Andreas Bartschat, Nicole Ludwig, Eric Braun, Simon Waczowicz, Nicolas Renkamp, Nico Peter, Clemens Düpmeier, Ralf Mikut, Veit Hagenmeyer

01-12-2018 | Methodology | Issue 1/2018 Open Access

A novel adaptable approach for sentiment analysis on big social data

Imane El Alaoui, Youssef Gahi, Rochdi Messoussi, Youness Chaabi, Alexis Todoskoff, Abdessamad Kobi

01-12-2018 | Research | Issue 1/2018 Open Access

Efficiency of random swap clustering

Pasi Fränti

01-12-2018 | Research | Issue 1/2018 Open Access

SemLinker: automating big data integration for casual users

Hassan Alrehamy, Coral Walker

01-12-2018 | Survey Paper | Issue 1/2018 Open Access

Differential privacy: its technological prescriptive using big data

Priyank Jain, Manasi Gyanchandani, Nilay Khare

01-12-2018 | Research | Issue 1/2018 Open Access

The MapReduce-based approach to improve the shortest path computation in large-scale road networks: the case of A* algorithm

Wilfried Yves Hamilton Adoni, Tarik Nahhal, Brahim Aghezzaf, Abdeltif Elbyed

01-12-2018 | Research | Issue 1/2018 Open Access

Forecasting AIDS prevalence in the United States using online search traffic data

Amaryllis Mavragani, Gabriela Ochoa

01-12-2018 | Methodology | Issue 1/2018 Open Access

Cross-domain graph based similarity measurement of workflows

Tahereh Koohi-Var, Morteza Zahedi

01-12-2018 | Methodology | Issue 1/2018 Open Access

A non-parametric maximum for number of selected features: objective optima for FDR and significance threshold with application to ordinal survey analysis

Amir Hassan Ghaseminejad Tafreshi

01-12-2018 | Research | Issue 1/2018 Open Access

Privacy preserving data publishing based on sensitivity in context of Big Data using Hive

P. Srinivasa Rao, S. Satyanarayana

01-12-2018 | Research | Issue 1/2018 Open Access

Categories for (Big) Data models and optimization

Laurent Thiry, Heng Zhao, Michel Hassenforder

01-12-2018 | Research | Issue 1/2018 Open Access

A hybrid framework combining background subtraction and deep neural networks for rapid person detection

Chulyeon Kim, Jiyoung Lee, Taekjin Han, Young-Min Kim

01-12-2018 | Research | Issue 1/2018 Open Access

Anomaly behaviour detection based on the meta-Morisita index for large scale spatio-temporal data set

Zhao Yang, Nathalie Japkowicz

01-12-2018 | Research | Issue 1/2018 Open Access

DIMPL: a distributed in-memory drone flight path builder system

Manu Shukla, Zhiqian Chen, Chang-Tien Lu

01-12-2018 | Research | Issue 1/2018 Open Access

Kavosh: an effective Map-Reduce-based association rule mining method

Mohammadhossein Barkhordari, Mahdi Niamanesh

01-12-2018 | Methodology | Issue 1/2018 Open Access

Cross-domain similarity assessment for workflow improvement to handle Big Data challenge in workflow management

Tahereh Koohi-Var, Morteza Zahedi

01-12-2018 | Research | Issue 1/2018 Open Access

A MapReduce-based Adjoint method for preventing brain disease

Manal Zettam, Jalal Laassiri, Nourddine Enneya

01-12-2018 | Research | Issue 1/2018 Open Access

Selection of top-K influential users based on radius-neighborhood degree, multi-hops distance and selection threshold

Mohammed Alshahrani, Fuxi Zhu, Lin Zheng, Soufiana Mekouar, Sheng Huang

01-12-2018 | Research | Issue 1/2018 Open Access

Big Data fraud detection using multiple medicare data sources

Matthew Herland, Taghi M. Khoshgoftaar, Richard A. Bauder

01-12-2018 | Research | Issue 1/2018 Open Access

Infoveillance of infectious diseases in USA: STDs, tuberculosis, and hepatitis

Amaryllis Mavragani, Gabriela Ochoa

01-12-2018 | Research | Issue 1/2018 Open Access

Ontology boosted deep learning for disease name extraction from Twitter messages

Mark Abraham Magumba, Peter Nabende, Ernest Mwebaze

01-12-2018 | Short Report | Issue 1/2018 Open Access

Step away from stepwise

Gary Smith

01-12-2018 | Survey Paper | Issue 1/2018 Open Access

Privacy preservation techniques in big data analytics: a survey

P. Ram Mohan Rao, S. Murali Krishna, A. P. Siva Kumar

01-12-2018 | Research | Issue 1/2018 Open Access

Intrusion detection model using machine learning algorithm on Big Data environment

Suad Mohammed Othman, Fadl Mutaher Ba-Alwi, Nabeel T. Alsohybe, Amal Y. Al-Hashida

01-12-2018 | Research | Issue 1/2018 Open Access

An intuitionistic fuzzy diagnosis analytics for stroke disease

Taufik Djatna, Medria Kusuma Dewi Hardhienata, Anis Fitri Nur Masruriyah

01-12-2018 | Research | Issue 1/2018 Open Access

Evaluation of high-level query languages based on MapReduce in Big Data

Marouane Birjali, Abderrahim Beni-Hssane, Mohammed Erritali

01-12-2018 | Research | Issue 1/2018 Open Access

Joint index vector: a novel assessment measure for stratified medicine in patients with rheumatoid arthritis

Susumu Nishiyama, Tetsuji Sawada, Jinju Nishino, Shigeto Tohma

01-12-2018 | Research | Issue 1/2018 Open Access

Experimenting sensitivity-based anonymization framework in apache spark

Mohammed Al-Zobbi, Seyed Shahrestani, Chun Ruan

01-12-2018 | Research | Issue 1/2018 Open Access

TSim: a system for discovering similar users on Twitter

Hind AlMahmoud, Shurug AlKhalifa

01-12-2018 | Research | Issue 1/2018 Open Access

Chabok: a Map-Reduce based method to solve data warehouse problems

Mohammadhossein Barkhordari, Mahdi Niamanesh

01-12-2018 | Methodology | Issue 1/2018 Open Access

The Hiperwall tiled-display wall system for Big-Data research

Muhammad Saleem, Hugo E. Valle, Stephen Brown, Veronica I. Winters, Akhtar Mahmood

01-12-2018 | Survey paper | Issue 1/2018 Open Access

A survey on addressing high-class imbalance in big data

Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya

01-12-2018 | Case Study | Issue 1/2018 Open Access

A mass-market appraisal of the English housing rental market using a diverse range of modelling techniques

Stephen D. Clark, Nik Lomax

01-12-2018 | Research | Issue 1/2018 Open Access

An ensemble approach to stabilize the features for multi-domain sentiment analysis using supervised machine learning

Monalisa Ghosh, Goutam Sanyal

01-12-2018 | Methodology | Issue 1/2018 Open Access

A hierarchical, fuzzy inference approach to data filtration and feature prioritization in the connected manufacturing enterprise

Phillip M. LaCasse, Wilkistar Otieno, Francisco P. Maturana

01-12-2018 | Research | Issue 1/2018 Open Access

Automatic schema suggestion model for NoSQL document-stores databases

Abdullahi Abubakar Imam, Shuib Basri, Rohiza Ahmad, Junzu Watada, María T. González-Aparicio

01-12-2018 | Methodology | Issue 1/2018 Open Access

A method of trend forecasting for financial and geopolitical data: inferring the effects of unknown exogenous variables

Lucas Cassiel Jacaruso

01-12-2018 | Case Study | Issue 1/2018 Open Access

ANN based short-term traffic flow forecasting in undivided two lane highway

Bharti Sharma, Sachin Kumar, Prayag Tiwari, Pranay Yadav, Marina I. Nezhurina

01-12-2018 | Research | Issue 1/2018 Open Access

Building efficient fuzzy regression trees for large scale and high dimensional problems

Javier Cózar, Francesco Marcelloni, José A. Gámez, Luis de la Ossa

01-12-2018 | Research | Issue 1/2018 Open Access

A new effective method for labeling dynamic XML data

Eynollah Khanjari, Leila Gaeini

01-12-2018 | Research | Issue 1/2018 Open Access

Prediction and analysis of Indonesia Presidential election from Twitter using sentiment analysis

Widodo Budiharto, Meiliana Meiliana

01-12-2018 | Methodology | Issue 1/2018 Open Access

Pairwise document similarity measure based on present term set

Marzieh Oghbaie, Morteza Mohammadi Zanjireh

01-12-2018 | Survey paper | Issue 1/2018 Open Access

The affordance of virtual reality to enable the sensory representation of multi-dimensional data for immersive analytics: from experience to insight

Jules Moloney, Branka Spehar, Anastasia Globa, Rui Wang

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