Volume 4, issue 1, December 2017
49 articles in this issue
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A clustering algorithm for multivariate data streams with correlated components
Authors
- Giacomo Aletti
- Alessandra Micheletti
- Content type: Methodology
- Open Access
- Published: 20 December 2017
- Article: 48
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Missing data management and statistical measurement of socio-economic status: application of big data
Authors
- Habtamu Tilaye Wubetie
- Content type: Research
- Open Access
- Published: 19 December 2017
- Article: 47
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A computing platform for pairs-trading online implementation via a blended Kalman-HMM filtering approach
Authors
- Anton Tenyakov
- Rogemar Mamon
- Content type: Research
- Open Access
- Published: 11 December 2017
- Article: 46
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Improving MapReduce privacy by implementing multi-dimensional sensitivity-based anonymization
Authors
- Mohammed Al-Zobbi
- Seyed Shahrestani
- Chun Ruan
- Content type: Research
- Open Access
- Published: 08 December 2017
- Article: 45
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Scaling associative classification for very large datasets
Authors
- Luca Venturini
- Elena Baralis
- Paolo Garza
- Content type: Research
- Open Access
- Published: 08 December 2017
- Article: 44
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Some dimension reduction strategies for the analysis of survey data
Authors
- Jiaying Weng
- Derek S. Young
- Content type: Short report
- Open Access
- Published: 08 December 2017
- Article: 43
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Mining and prioritization of association rules for big data: multi-criteria decision analysis approach
Authors
- Addi Ait-Mlouk
- Tarik Agouti
- Fatima Gharnati
- Content type: Research
- Open Access
- Published: 23 November 2017
- Article: 42
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HCudaBLAST: an implementation of BLAST on Hadoop and Cuda
Authors
- Nilay Khare
- Alind Khare
- Farhan Khan
- Content type: Research
- Open Access
- Published: 16 November 2017
- Article: 41
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Understanding deep learning via backtracking and deconvolution
Authors
- Xing Fang
- Content type: Methodology
- Open Access
- Published: 13 November 2017
- Article: 40
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An algorithm for identification of natural disaster affected area
Authors
- M. V. Sangameswar
- M. Nagabhushana Rao
- S. Satyanarayana
- Content type: Research
- Open Access
- Published: 07 November 2017
- Article: 39
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The core enabling technologies of big data analytics and context-aware computing for smart sustainable cities: a review and synthesis
Authors
- Simon Elias Bibri
- John Krogstie
- Content type: Survey paper
- Open Access
- Published: 07 November 2017
- Article: 38
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A framework for the estimation and reduction of hospital readmission penalties using predictive analytics
Authors
- Christopher Baechle
- Ankur Agarwal
- Content type: Research
- Open Access
- Published: 02 November 2017
- Article: 37
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Mining and visualising contradictory data
Authors
- Honour Chika Nwagwu
- George Okereke
- Chukwuemeka Nwobodo
- Content type: Methodology
- Open Access
- Published: 30 October 2017
- Article: 36
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Learning topic description from clustering of trusted user roles and event models characterizing distributed provenance networks: a reinforcement learning approach
Authors
- Sanjoy Kumar Mukherjee
- Sivaji Bandyopadhyay
- Content type: Research
- Open Access
- Published: 26 October 2017
- Article: 35
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Using deep learning for short text understanding
Authors
- Justin Zhan
- Binay Dahal
- Content type: Research
- Open Access
- Published: 23 October 2017
- Article: 34
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Adaptive memory-based single distribution resampling for particle filter
Authors (first, second and last of 5)
- Wan Mohd Yaakob Wan Bejuri
- Mohd Murtadha Mohamad
- Ahmad Fadhil Yusof
- Content type: Research
- Open Access
- Published: 18 October 2017
- Article: 33
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Dimensionality reduction and class prediction algorithm with application to microarray Big Data
Authors (first, second and last of 5)
- Fadoua Badaoui
- Amine Amar
- Cyrille Guei Okou
- Content type: Methodology
- Open Access
- Published: 10 October 2017
- Article: 32
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A novel hybrid model based on Hodrick–Prescott filter and support vector regression algorithm for optimizing stock market price prediction
Authors (first, second and last of 4)
- Meryem Ouahilal
- Mohammed El Mohajir
- Badr Eddine El Mohajir
- Content type: Research
- Open Access
- Published: 04 October 2017
- Article: 31
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A bibliometric approach to tracking big data research trends
Authors (first, second and last of 7)
- Ali Kalantari
- Amirrudin Kamsin
- Shahaboddin Shamshirband
- Content type: Survey paper
- Open Access
- Published: 29 September 2017
- Article: 30
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A survey on heterogeneous transfer learning
Authors
- Oscar Day
- Taghi M. Khoshgoftaar
- Content type: Survey paper
- Open Access
- Published: 26 September 2017
- Article: 29
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Clustering categorical data based on the relational analysis approach and MapReduce
Authors
- Yasmine Lamari
- Said Chah Slaoui
- Content type: Methodology
- Open Access
- Published: 22 September 2017
- Article: 28
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Clustering large datasets using K-means modified inter and intra clustering (KM-I2C) in Hadoop
Authors
- Chowdam Sreedhar
- Nagulapally Kasiviswanath
- Pakanti Chenna Reddy
- Content type: Research
- Open Access
- Published: 05 September 2017
- Article: 27
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Survey on clinical prediction models for diabetes prediction
Authors
- N. Jayanthi
- B. Vijaya Babu
- N. Sambasiva Rao
- Content type: Survey paper
- Open Access
- Published: 23 August 2017
- Article: 26
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Improved sqrt-cosine similarity measurement
Authors
- Sahar Sohangir
- Dingding Wang
- Content type: Research
- Open Access
- Published: 25 July 2017
- Article: 25
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iiHadoop: an asynchronous distributed framework for incremental iterative computations
Authors
- Afaf G. Bin Saadon
- Hoda M. O. Mokhtar
- Content type: Research
- Open Access
- Published: 24 July 2017
- Article: 24
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Horizontally scalable probabilistic generalized suffix tree (PGST) based route prediction using map data and GPS traces
Authors
- Vishnu Shankar Tiwari
- Arti Arya
- Content type: Research
- Open Access
- Published: 19 July 2017
- Article: 23
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Large-scale distributed L-BFGS
Authors (first, second and last of 4)
- Maryam M. Najafabadi
- Taghi M. Khoshgoftaar
- John Holt
- Content type: Methodology
- Open Access
- Published: 17 July 2017
- Article: 22
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Big data analytics: does organizational factor matters impact technology acceptance?
Authors
- Vitor Brock
- Habib Ullah Khan
- Content type: Research
- Open Access
- Published: 10 July 2017
- Article: 21
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Analysis of agriculture data using data mining techniques: application of big data
Authors
- Jharna Majumdar
- Sneha Naraseeyappa
- Shilpa Ankalaki
- Content type: Research
- Open Access
- Published: 05 July 2017
- Article: 20
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Theory-driven or process-driven prediction? Epistemological challenges of big data analytics
Authors
- Ahmed Elragal
- Ralf Klischewski
- Content type: Research
- Open Access
- Published: 23 June 2017
- Article: 19
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Host managed contention avoidance storage solutions for Big Data
Authors
- Pratik Mishra
- Arun K. Somani
- Content type: Research
- Open Access
- Published: 19 June 2017
- Article: 18
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DERIV: distributed brand perception tracking framework
Authors (first, second and last of 4)
- Manu Shukla
- Raimundo Dos Santos
- Chang-Tien Lu
- Content type: Research
- Open Access
- Published: 17 June 2017
- Article: 17
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Identification of top-K nodes in large networks using Katz centrality
Authors
- Justin Zhan
- Sweta Gurung
- Sai Phani Krishna Parsa
- Content type: Research
- Open Access
- Published: 30 May 2017
- Article: 16
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Impact of reviewer social interaction on online consumer review fraud detection
Authors
- Kunal Goswami
- Younghee Park
- Chungsik Song
- Content type: Research
- Open Access
- Published: 15 May 2017
- Article: 15
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Botnet detection using graph-based feature clustering
Authors (first, second and last of 8)
- Sudipta Chowdhury
- Mojtaba Khanzadeh
- Linkan Bian
- Content type: Research
- Open Access
- Published: 12 May 2017
- Article: 14
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Big Data management in smart grid: concepts, requirements and implementation
Authors (first, second and last of 5)
- Houda Daki
- Asmaa El Hannani
- Aziz Dahbi
- Content type: Survey paper
- Open Access
- Published: 28 April 2017
- Article: 13
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Defining the execution semantics of stream processing engines
Authors (first, second and last of 5)
- Lorenzo Affetti
- Riccardo Tommasini
- Emanuele Della Valle
- Content type: Survey paper
- Open Access
- Published: 26 April 2017
- Article: 12
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Outlier edge detection using random graph generation models and applications
Authors
- Honglei Zhang
- Serkan Kiranyaz
- Moncef Gabbouj
- Content type: Research
- Open Access
- Published: 26 April 2017
- Article: 11
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Toward building RDB to HBase conversion rules
Authors (first, second and last of 5)
- R. Ouanouki
- A. April
- J. M. Desharnais
- Content type: Research
- Open Access
- Published: 04 April 2017
- Article: 10
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Big data driven co-occurring evidence discovery in chronic obstructive pulmonary disease patients
Authors
- Christopher Baechle
- Ankur Agarwal
- Xingquan Zhu
- Content type: Research
- Open Access
- Published: 04 April 2017
- Article: 9
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Modeling temporal aspects of sensor data for MongoDB NoSQL database
Authors
- Nadeem Qaisar Mehmood
- Rosario Culmone
- Leonardo Mostarda
- Content type: Research
- Open Access
- Published: 31 March 2017
- Article: 8
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Improving deep neural network design with new text data representations
Authors
- Joseph D. Prusa
- Taghi M. Khoshgoftaar
- Content type: Research
- Open Access
- Published: 28 March 2017
- Article: 7
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Quality management architecture for social media data
Authors
- Pekka Pääkkönen
- Juha Jokitulppo
- Content type: Short report
- Open Access
- Published: 23 March 2017
- Article: 6
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The design of an adaptive column-store system
Authors
- George Chernishev
- Content type: Survey paper
- Open Access
- Published: 23 March 2017
- Article: 5
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Scalable two-phase co-occurring sensitive pattern hiding using MapReduce
Authors
- Shivani Sharma
- Durga Toshniwal
- Content type: Research
- Open Access
- Published: 09 March 2017
- Article: 4
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Conceptualizing Big Social Data
Authors (first, second and last of 4)
- Ekaterina Olshannikova
- Thomas Olsson
- Hannu Kärkkäinen
- Content type: Survey paper
- Open Access
- Published: 25 January 2017
- Article: 3
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Vaccination allocation in large dynamic networks
Authors (first, second and last of 4)
- Justin Zhan
- Timothy Rafalski
- Edward Verenich
- Content type: Research
- Open Access
- Published: 13 January 2017
- Article: 2
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A new method of large-scale short-term forecasting of agricultural commodity prices: illustrated by the case of agricultural markets in Beijing
Authors (first, second and last of 5)
- Haoyang Wu
- Huaili Wu
- Wei Chen
- Content type: Research
- Open Access
- Published: 09 January 2017
- Article: 1