Ausgabe 1/2018
Inhalt (53 Artikel)
Big healthcare data: preserving security and privacy
Karim Abouelmehdi, Abderrahim Beni-Hessane, Hayat Khaloufi
Investigating important urban characteristics in the formation of urban heat islands: a machine learning approach
Sanglim Yoo
Big Data: Deep Learning for financial sentiment analysis
Sahar Sohangir, Dingding Wang, Anna Pomeranets, Taghi M. Khoshgoftaar
FML-kNN: scalable machine learning on Big Data using k-nearest neighbor joins
Georgios Chatzigeorgakidis, Sophia Karagiorgou, Spiros Athanasiou, Spiros Skiadopoulos
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
Adaptive-Miner: an efficient distributed association rule mining algorithm on Spark
Sanjay Rathee, Arti Kashyap
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
StreamAligner: a streaming based sequence aligner on Apache Spark
Sanjay Rathee, Arti Kashyap
Who is behind the wheel? Driver identification and fingerprinting
Saad Ezzini, Ismail Berrada, Mounir Ghogho
GraphZIP: a clique-based sparse graph compression method
Ryan A. Rossi, Rong Zhou
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
A novel adaptable approach for sentiment analysis on big social data
Imane El Alaoui, Youssef Gahi, Rochdi Messoussi, Youness Chaabi, Alexis Todoskoff, Abdessamad Kobi
SemLinker: automating big data integration for casual users
Hassan Alrehamy, Coral Walker
Differential privacy: its technological prescriptive using big data
Priyank Jain, Manasi Gyanchandani, Nilay Khare
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
Forecasting AIDS prevalence in the United States using online search traffic data
Amaryllis Mavragani, Gabriela Ochoa
Cross-domain graph based similarity measurement of workflows
Tahereh Koohi-Var, Morteza Zahedi
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
Privacy preserving data publishing based on sensitivity in context of Big Data using Hive
P. Srinivasa Rao, S. Satyanarayana
Categories for (Big) Data models and optimization
Laurent Thiry, Heng Zhao, Michel Hassenforder
A hybrid framework combining background subtraction and deep neural networks for rapid person detection
Chulyeon Kim, Jiyoung Lee, Taekjin Han, Young-Min Kim
Anomaly behaviour detection based on the meta-Morisita index for large scale spatio-temporal data set
Zhao Yang, Nathalie Japkowicz
DIMPL: a distributed in-memory drone flight path builder system
Manu Shukla, Zhiqian Chen, Chang-Tien Lu
Kavosh: an effective Map-Reduce-based association rule mining method
Mohammadhossein Barkhordari, Mahdi Niamanesh
Cross-domain similarity assessment for workflow improvement to handle Big Data challenge in workflow management
Tahereh Koohi-Var, Morteza Zahedi
A MapReduce-based Adjoint method for preventing brain disease
Manal Zettam, Jalal Laassiri, Nourddine Enneya
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
Big Data fraud detection using multiple medicare data sources
Matthew Herland, Taghi M. Khoshgoftaar, Richard A. Bauder
Infoveillance of infectious diseases in USA: STDs, tuberculosis, and hepatitis
Amaryllis Mavragani, Gabriela Ochoa
Ontology boosted deep learning for disease name extraction from Twitter messages
Mark Abraham Magumba, Peter Nabende, Ernest Mwebaze
Privacy preservation techniques in big data analytics: a survey
P. Ram Mohan Rao, S. Murali Krishna, A. P. Siva Kumar
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
An intuitionistic fuzzy diagnosis analytics for stroke disease
Taufik Djatna, Medria Kusuma Dewi Hardhienata, Anis Fitri Nur Masruriyah
Evaluation of high-level query languages based on MapReduce in Big Data
Marouane Birjali, Abderrahim Beni-Hssane, Mohammed Erritali
Joint index vector: a novel assessment measure for stratified medicine in patients with rheumatoid arthritis
Susumu Nishiyama, Tetsuji Sawada, Jinju Nishino, Shigeto Tohma
Experimenting sensitivity-based anonymization framework in apache spark
Mohammed Al-Zobbi, Seyed Shahrestani, Chun Ruan
TSim: a system for discovering similar users on Twitter
Hind AlMahmoud, Shurug AlKhalifa
Chabok: a Map-Reduce based method to solve data warehouse problems
Mohammadhossein Barkhordari, Mahdi Niamanesh
The Hiperwall tiled-display wall system for Big-Data research
Muhammad Saleem, Hugo E. Valle, Stephen Brown, Veronica I. Winters, Akhtar Mahmood
A survey on addressing high-class imbalance in big data
Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya
A mass-market appraisal of the English housing rental market using a diverse range of modelling techniques
Stephen D. Clark, Nik Lomax
An ensemble approach to stabilize the features for multi-domain sentiment analysis using supervised machine learning
Monalisa Ghosh, Goutam Sanyal
A hierarchical, fuzzy inference approach to data filtration and feature prioritization in the connected manufacturing enterprise
Phillip M. LaCasse, Wilkistar Otieno, Francisco P. Maturana
Automatic schema suggestion model for NoSQL document-stores databases
Abdullahi Abubakar Imam, Shuib Basri, Rohiza Ahmad, Junzu Watada, María T. González-Aparicio
A method of trend forecasting for financial and geopolitical data: inferring the effects of unknown exogenous variables
Lucas Cassiel Jacaruso
ANN based short-term traffic flow forecasting in undivided two lane highway
Bharti Sharma, Sachin Kumar, Prayag Tiwari, Pranay Yadav, Marina I. Nezhurina
Building efficient fuzzy regression trees for large scale and high dimensional problems
Javier Cózar, Francesco Marcelloni, José A. Gámez, Luis de la Ossa
A new effective method for labeling dynamic XML data
Eynollah Khanjari, Leila Gaeini
Prediction and analysis of Indonesia Presidential election from Twitter using sentiment analysis
Widodo Budiharto, Meiliana Meiliana
Pairwise document similarity measure based on present term set
Marzieh Oghbaie, Morteza Mohammadi Zanjireh
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