Works in Journal of Big Data, 2020, Vol 7, Issue 1

Results: 112

Sandbox security model for Hadoop file system.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00356-z

By:

Gousiya Begum;
Huq, S. Zahoor Ul;
Kumar, A. P. Siva

Publication type:

Article

Composing high-level stream processing pipelines.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00353-2

By:

Mahapatra, Tanmaya

Publication type:

Article

Reversible data hiding with segmented secrets and smoothed samples in various audio genres.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00360-3

By:

Ahmad, Tohari;
Samudra, Yoga

Publication type:

Article

Predictability analysis of the Pound's Brexit exchange rates based on Google Trends data.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00337-2

By:

Mavragani, Amaryllis;
Gkillas, Konstantinos;
Tsagarakis, Konstantinos P.

Publication type:

Article

Using Big Data-machine learning models for diabetes prediction and flight delays analytics.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00355-0

By:

Nibareke, Thérence;
Laassiri, Jalal

Publication type:

Article

DHPV: a distributed algorithm for large-scale graph partitioning.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00357-y

By:

Adoni, Wilfried Yves Hamilton;
Nahhal, Tarik;
Krichen, Moez;
El byed, Abdeltif;
Assayad, Ismail

Publication type:

Article

Deep learning-based question answering system for intelligent humanoid robot.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00341-6

By:

Budiharto, Widodo;
Andreas, Vincent;
Gunawan, Alexander Agung Santoso

Publication type:

Article

Learning in the presence of concept recurrence in data stream clustering.

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Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00354-1

By:

Namitha, K.;
Santhosh Kumar, G.

Publication type:

Article

A set theory based similarity measure for text clustering and classification.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00344-3

By:

Amer, Ali A.;
Abdalla, Hassan I.

Publication type:

Article

Survey on RNN and CRF models for de-identification of medical free text.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00351-4

By:

Leevy, Joffrey L.;
Khoshgoftaar, Taghi M.;
Villanustre, Flavio

Publication type:

Article

Large-scale forecasting of information spreading.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00350-5

By:

Severiukhina, Oksana;
Kesarev, Sergey;
Bochenina, Klavdiya;
Boukhanovsky, Alexander;
Lees, Michael H.;
Sloot, Peter M. A.

Publication type:

Article

Impact of rail transit station proximity to commercial property prices: utilizing big data in urban real estate.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00348-z

By:

Berawi, Mohammed Ali;
Miraj, Perdana;
Saroji, Gunawan;
Sari, Mustika

Publication type:

Article

Boosting methods for multi-class imbalanced data classification: an experimental review.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00349-y

By:

Tanha, Jafar;
Abdi, Yousef;
Samadi, Negin;
Razzaghi, Nazila;
Asadpour, Mohammad

Publication type:

Article

Anomaly detection optimization using big data and deep learning to reduce false-positive.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00346-1

By:

Al Jallad, Khloud;
Aljnidi, Mohamad;
Desouki, Mohammad Said

Publication type:

Article

Traditional food knowledge of Indonesia: a new high-quality food dataset and automatic recognition system.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00342-5

By:

Wibisono, Ari;
Wisesa, Hanif Arief;
Rahmadhani, Zulia Putri;
Fahira, Puteri Khatya;
Mursanto, Petrus;
Jatmiko, Wisnu

Publication type:

Article

Multi Region-Based Feature Connected Layer (RB-FCL) of deep learning models for bone age assessment.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00347-0

By:

Wibisono, Ari;
Mursanto, Petrus

Publication type:

Article

Short-term stock market price trend prediction using a comprehensive deep learning system.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00333-6

By:

Shen, Jingyi;
Shafiq, M. Omair

Publication type:

Article

Prediction of probable backorder scenarios in the supply chain using Distributed Random Forest and Gradient Boosting Machine learning techniques.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00345-2

By:

Islam, Samiul;
Amin, Saman Hassanzadeh

Publication type:

Article

Using machine learning techniques to predict the cost of repairing hard failures in underground fiber optics networks.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00343-4

By:

Nyarko-Boateng, Owusu;
Adekoya, Adebayo Felix;
Weyori, Benjamin Asubam

Publication type:

Article

The best statistical model to estimate predictors of under-five mortality in Ethiopia.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. N.PAG, doi. 10.1186/s40537-020-00339-0

By:

Fenta, Setegn Muche;
Fenta, Haile Mekonnen;
Ayenew, Girum Meseret

Publication type:

Article

S-RASTER: contraction clustering for evolving data streams.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00336-3

By:

Ulm, Gregor;
Smith, Simon;
Nilsson, Adrian;
Gustavsson, Emil;
Jirstrand, Mats

Publication type:

Article

Big Data architecture for intelligent maintenance: a focus on query processing and machine learning algorithms.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00340-7

By:

Lehmann, Claude;
Goren Huber, Lilach;
Horisberger, Thomas;
Scheiba, Georg;
Sima, Ana Claudia;
Stockinger, Kurt

Publication type:

Article

Large scale analysis of violent death count in daily newspapers to quantify bias and censorship.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00338-1

By:

Casolino, Marco

Publication type:

Article

Exploring the efficacy of transfer learning in mining image-based software artifacts.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00335-4

By:

Best, Natalie;
Ott, Jordan;
Linstead, Erik J.

Publication type:

Article

Inferring the votes in a new political landscape: the case of the 2019 Spanish Presidential elections.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00334-5

By:

Grimaldi, Didier;
Cely, Javier Diaz;
Arboleda, Hugo

Publication type:

Article

Plant diseases detection with low resolution data using nested skip connections.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00332-7

By:

Pardede, Hilman F.;
Suryawati, Endang;
Zilvan, Vicky;
Ramdan, Ade;
Kusumo, R. Budiarianto S.;
Heryana, Ana;
Yuwana, R. Sandra;
Krisnandi, Dikdik;
Subekti, Agus;
Fauziah, Fani;
Rahadi, Vitria P.

Publication type:

Article

Group based emotion recognition from video sequence with hybrid optimization based recurrent fuzzy neural network.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00326-5

By:

Sreenivas, Velagapudi;
Namdeo, Varsha;
Kumar, E. Vijay

Publication type:

Article

Stochastic spatial random forest (SS-RF) for interpolating probabilities of missing land cover data.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00331-8

By:

Holloway-Brown, Jacinta;
Helmstedt, Kate J;
Mengersen, Kerrie L

Publication type:

Article

Mining frequent itemsets from streaming transaction data using genetic algorithms.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00330-9

By:

Bagui, Sikha;
Stanley, Patrick

Publication type:

Article

Predictive big data analytics for supply chain demand forecasting: methods, applications, and research opportunities.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00329-2

By:

Seyedan, Mahya;
Mafakheri, Fereshteh

Publication type:

Article

Context pre-modeling: an empirical analysis for classification based user-centric context-aware predictive modeling.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00328-3

By:

Sarker, Iqbal H.;
Alqahtani, Hamed;
Alsolami, Fawaz;
Khan, Asif Irshad;
Abushark, Yoosef B.;
Siddiqui, Mohammad Khubeb

Publication type:

Article

Selecting critical features for data classification based on machine learning methods.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00327-4

By:

Chen, Rung-Ching;
Dewi, Christine;
Huang, Su-Wen;
Caraka, Rezzy Eko

Publication type:

Article

Multi-layered deep learning perceptron approach for health risk prediction.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00316-7

By:

Bikku, Thulasi

Publication type:

Article

Hybrid gradient descent spider monkey optimization (HGDSMO) algorithm for efficient resource scheduling for big data processing in heterogenous environment.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00321-w

By:

Seethalakshmi, V.;
Govindasamy, V.;
Akila, V.

Publication type:

Article

OsamorSoft: clustering index for comparison and quality validation in high throughput dataset.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00325-6

By:

Osamor, Ifeoma Patricia;
Osamor, Victor Chukwudi

Publication type:

Article

Application of big data analytics and organizational performance: the mediating role of knowledge management practices.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00317-6

By:

Shabbir, Muhammad Qasim;
Gardezi, Syed Babar Waheed

Publication type:

Article

Identification of distinguishing characteristics of intersections based on statistical analysis and data from video cameras.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00324-7

By:

Shepelev, Vladimir;
Aliukov, Sergei;
Glushkov, Alexander;
Shabiev, Salavat

Publication type:

Article

Correction to: Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization.

Published in:

2020

By:

Nassar, Nour;
Jafar, Assef;
Rahhal, Yasser

Publication type:

Correction Notice

Four-class emotion classification in virtual reality using pupillometry.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00322-9

By:

Zheng, Lim Jia;
Mountstephens, James;
Teo, Jason

Publication type:

Article

Estimating runtime of a job in Hadoop MapReduce.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00319-4

By:

Peyravi, Narges;
Moeini, Ali

Publication type:

Article

A comprehensive survey of anomaly detection techniques for high dimensional big data.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00320-x

By:

Thudumu, Srikanth;
Branch, Philip;
Jin, Jiong;
Singh, Jugdutt (Jack)

Publication type:

Article

Cybersecurity data science: an overview from machine learning perspective.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00318-5

By:

Sarker, Iqbal H.;
Kayes, A. S. M.;
Badsha, Shahriar;
Alqahtani, Hamed;
Watters, Paul;
Ng, Alex

Publication type:

Article

Criminal tendency detection from facial images and the gender bias effect.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-019-0282-4

By:

Hashemi, Mahdi;
Hall, Margeret

Publication type:

Article

Retraction Note: Criminal tendency detection from facial images and the gender bias effect.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00323-8

By:

Hashemi, Mahdi;
Hall, Margeret

Publication type:

Article

A hybrid semantic query expansion approach for Arabic information retrieval.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00310-z

By:

ALMarwi, Hiba;
Ghurab, Mossa;
Al-Baltah, Ibrahim

Publication type:

Article

Preventive healthcare policies in the US: solutions for disease management using Big Data Analytics.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00315-8

By:

Batarseh, Feras A.;
Ghassib, Iya;
Chong, Deri (Sondor);
Su, Po-Hsuan

Publication type:

Article

SICE: an improved missing data imputation technique.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00313-w

By:

Khan, Shahidul Islam;
Hoque, Abu Sayed Md Latiful

Publication type:

Article

Investigating the relationship between time and predictive model maintenance.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00312-x

By:

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

Publication type:

Article

Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00311-y

By:

Reddy, Annapareddy V. N.;
Krishna, Ch. Phani;
Mallick, Pradeep Kumar;
Satapathy, Sandeep Kumar;
Tiwari, Prayag;
Zymbler, Mikhail;
Kumar, Sachin

Publication type:

Article

Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization.

Published in:

Journal of Big Data, 2020, v. 7, n. 1, p. 1, doi. 10.1186/s40537-020-00309-6

By:

Nassar, Nour;
Jafar, Assef;
Rahhal, Yasser

Publication type:

Article