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