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Journal of Big Data, Volume 5
Volume 5, 2018
- Karim Abouelmehdi
, Abderrahim Beni Hssane, Hayat Khaloufi:
Big healthcare data: preserving security and privacy. 1 - Sanglim Yoo
Investigating important urban characteristics in the formation of urban heat islands: a machine learning approach. 2 - Sahar Sohangir
Big Data: Deep Learning for financial sentiment analysis. 3 - Georgios Chatzigeorgakidis
FML-kNN: scalable machine learning on Big Data using k-nearest neighbor joins. 4 - Kwang-Yul Kim
A new approach to the space-time analysis of big data: application to subway traffic data in Seoul. 5 - Sanjay Rathee
Adaptive-Miner: an efficient distributed association rule mining algorithm on Spark. 6 - Mekuanint Simeneh Workie
Bayesian count regression analysis for determinants of antenatal care service visits among pregnant women in Amhara regional state, Ethiopia. 7 - Sanjay Rathee
StreamAligner: a streaming based sequence aligner on Apache Spark. 8 - Saad Ezzini
Who is behind the wheel? Driver identification and fingerprinting. 9 - Ryan A. Rossi
GraphZIP: a clique-based sparse graph compression method. 10 - Jorge Ángel González Ordiano
Concept and benchmark results for Big Data energy forecasting based on Apache Spark. 11 - Imane El Alaoui
A novel adaptable approach for sentiment analysis on big social data. 12 - Pasi Fränti
Efficiency of random swap clustering. 13 - Hassan H. Alrehamy
SemLinker: automating big data integration for casual users. 14 - Priyank Jain
Differential privacy: its technological prescriptive using big data. 15 - Wilfried Yves Hamilton Adoni
The MapReduce-based approach to improve the shortest path computation in large-scale road networks: the case of A* algorithm. 16 - Amaryllis Mavragani
Forecasting AIDS prevalence in the United States using online search traffic data. 17 - Tahereh Koohi-Var
Cross-domain graph based similarity measurement of workflows. 18 - Amir Hassan Ghaseminejad Tafreshi
A non-parametric maximum for number of selected features: objective optima for FDR and significance threshold with application to ordinal survey analysis. 19 - P. Srinivasa Rao, S. Satyanarayana:
Privacy preserving data publishing based on sensitivity in context of Big Data using Hive. 20 - Laurent Thiry
Categories for (Big) Data models and optimization. 21 - Chulyeon Kim, Jiyoung Lee, Taekjin Han, Young-Min Kim
A hybrid framework combining background subtraction and deep neural networks for rapid person detection. 22 - Zhao Yang, Nathalie Japkowicz
Anomaly behaviour detection based on the meta-Morisita index for large scale spatio-temporal data set. 23 - Manu Shukla
DIMPL: a distributed in-memory drone flight path builder system. 24 - Mohammadhossein Barkhordari, Mahdi Niamanesh:
Kavosh: an effective Map-Reduce-based association rule mining method. 25 - Tahereh Koohi-Var
Cross-domain similarity assessment for workflow improvement to handle Big Data challenge in workflow management. 26 - Manal Zettam, Jalal Laassiri
A MapReduce-based Adjoint method for preventing brain disease. 27 - Alshahrani Mohammed, Fuxi Zhu, Lin Zheng, Soufiana Mekouar
Selection of top-K influential users based on radius-neighborhood degree, multi-hops distance and selection threshold. 28 - Matthew Herland, Taghi M. Khoshgoftaar, Richard A. Bauder:
Big Data fraud detection using multiple medicare data sources. 29 - Amaryllis Mavragani
Infoveillance of infectious diseases in USA: STDs, tuberculosis, and hepatitis. 30 - Mark Abraham Magumba, Peter Nabende
Ontology boosted deep learning for disease name extraction from Twitter messages. 31 - Gary Smith
Step away from stepwise. 32 - P. Ram Mohan Rao
Privacy preservation techniques in big data analytics: a survey. 33 - Suad Mohammed Othman, Fadl Mutaher Ba-Alwi, Nabeel T. Alsohybe, Amal Y. Al-Hashida:
Intrusion detection model using machine learning algorithm on Big Data environment. 34 - Taufik Djatna
An intuitionistic fuzzy diagnosis analytics for stroke disease. 35 - Marouane Birjali
Evaluation of high-level query languages based on MapReduce in Big Data. 36 - Susumu Nishiyama
Joint index vector: a novel assessment measure for stratified medicine in patients with rheumatoid arthritis. 37 - Mohammed Al-Zobbi
Experimenting sensitivity-based anonymization framework in apache spark. 38 - Hind AlMahmoud
TSim: a system for discovering similar users on Twitter. 39 - Mohammadhossein Barkhordari, Mahdi Niamanesh:
Chabok: a Map-Reduce based method to solve data warehouse problems. 40 - Muhammad Saleem, Hugo Valle, Stephen Brown, Veronica Winters, Akhtar Mahmood:
The Hiperwall tiled-display wall system for Big-Data research. 41 - Joffrey L. Leevy
A survey on addressing high-class imbalance in big data. 42 - Stephen D. Clark
A mass-market appraisal of the English housing rental market using a diverse range of modelling techniques. 43 - Monalisa Ghosh
An ensemble approach to stabilize the features for multi-domain sentiment analysis using supervised machine learning. 44 - Phillip M. LaCasse
A hierarchical, fuzzy inference approach to data filtration and feature prioritization in the connected manufacturing enterprise. 45 - Abdullahi Abubakar Imam
Automatic schema suggestion model for NoSQL document-stores databases. 46 - Lucas Cassiel Jacaruso:
A method of trend forecasting for financial and geopolitical data: inferring the effects of unknown exogenous variables. 47 - Bharti Sharma
ANN based short-term traffic flow forecasting in undivided two lane highway. 48 - Javier Cózar
Building efficient fuzzy regression trees for large scale and high dimensional problems. 49 - Eynollah Khanjari, Leila Gaeini:
A new effective method for labeling dynamic XML data. 50 - Widodo Budiharto
Prediction and analysis of Indonesia Presidential election from Twitter using sentiment analysis. 51 - Marzieh Oghbaie
Pairwise document similarity measure based on present term set. 52 - Jules Moloney
The affordance of virtual reality to enable the sensory representation of multi-dimensional data for immersive analytics: from experience to insight. 53
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