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Journal of Big Data

Journal of Big Data 1/2020

Issue 1/2020

Table of Contents ( 111 Articles )

01-12-2020 | Research | Issue 1/2020 Open Access

Toward multi-label sentiment analysis: a transfer learning based approach

Jie Tao, Xing Fang

01-12-2020 | Research | Issue 1/2020 Open Access

RETRACTED ARTICLE: Criminal tendency detection from facial images and the gender bias effect

Mahdi Hashemi, Margeret Hall

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

Big data monetization throughout Big Data Value Chain: a comprehensive review

Abou Zakaria Faroukhi, Imane El Alaoui, Youssef Gahi, Aouatif Amine

01-12-2020 | Research | Issue 1/2020 Open Access

Graphical Flow-based Spark Programming

Tanmaya Mahapatra, Christian Prehofer

01-12-2020 | Research | Issue 1/2020 Open Access

Anomaly detection in business processes using process mining and fuzzy association rule learning

Riyanarto Sarno, Fernandes Sinaga, Kelly Rossa Sungkono

01-12-2020 | Research | Issue 1/2020 Open Access

Decreasing the execution time of reducers by revising clustering based on the futuristic greedy approach

Ali Bakhthemmat, Mohammad Izadi

01-12-2020 | Research | Issue 1/2020 Open Access

Data science: developing theoretical contributions in information systems via text analytics

Aya Rizk, Ahmed Elragal

01-12-2020 | Research | Issue 1/2020 Open Access

Learning-based power prediction for geo-distributed Data Centers: weather parameter analysis

Somayyeh Taheri, Maziar Goudarzi, Osamu Yoshie

01-12-2020 | Research | Issue 1/2020 Open Access

A comparative dimensionality reduction study in telecom customer segmentation using deep learning and PCA

Maha Alkhayrat, Mohamad Aljnidi, Kadan Aljoumaa

01-12-2020 | Research | Issue 1/2020 Open Access

Time-aware domain-based social influence prediction

Bilal Abu-Salih, Kit Yan Chan, Omar Al-Kadi, Marwan Al-Tawil, Pornpit Wongthongtham, Tomayess Issa, Heba Saadeh, Malak Al-Hassan, Bushra Bremie, Abdulaziz Albahlal

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

Sensor data quality: a systematic review

Hui Yie Teh, Andreas W. Kempa-Liehr, Kevin I-Kai Wang

01-12-2020 | Research | Issue 1/2020 Open Access

Understanding the development trends of big data technologies: an analysis of patents and the cited scholarly works

Tahereh Saheb, Tayebeh Saheb

01-12-2020 | Research | Issue 1/2020 Open Access

Improving prediction with enhanced Distributed Memory-based Resilient Dataset Filter

Sandhya Narayanan, Philip Samuel, Mariamma Chacko

01-12-2020 | Research | Issue 1/2020 Open Access

Tracing outliers in the dataset of Drosophila suzukii records with the Isolation Forest method

Ugo Santosuosso, Alessandro Cini, Alessio Papini

01-12-2020 | Research | Issue 1/2020 Open Access

Improving binary classification using filtering based on k-NN proximity graphs

Maher Ala’raj, Munir Majdalawieh, Maysam F. Abbod

01-12-2020 | Research | Issue 1/2020 Open Access

Bayesian hierarchical analyses for entrepreneurial intention of students

Mesfin Mulu Ayalew

01-12-2020 | Research | Issue 1/2020 Open Access

Modelling shares choice to enter in a portfolio using artificial neural networks (ANN)

Adler Haymans Manurung, Christina Natasha, Widodo Budiharto

01-12-2020 | Research | Issue 1/2020 Open Access

A comparative analysis of machine learning methods for emotion recognition using EEG and peripheral physiological signals

Vikrant Doma, Matin Pirouz

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

An overview of recent distributed algorithms for learning fuzzy models in Big Data classification

Pietro Ducange, Michela Fazzolari, Francesco Marcelloni

01-12-2020 | Research | Issue 1/2020 Open Access

A comprehensive evaluation of ensemble learning for stock-market prediction

Isaac Kofi Nti, Adebayo Felix Adekoya, Benjamin Asubam Weyori

01-12-2020 | Research | Issue 1/2020 Open Access

Current landscape and influence of big data on finance

Md. Morshadul Hasan, József Popp, Judit Oláh

01-12-2020 | Research | Issue 1/2020 Open Access

Prediction of ESG compliance using a heterogeneous information network

Ryohei Hisano, Didier Sornette, Takayuki Mizuno

01-12-2020 | Research | Issue 1/2020 Open Access

Investigating class rarity in big data

Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Richard A. Bauder

01-12-2020 | Research | Issue 1/2020 Open Access

A comparison on visual prediction models for MAMO (multi activity-multi object) recognition using deep learning

Budi Padmaja, Madhu Bala Myneni, Epili Krishna Rao Patro

01-12-2020 | Short Report | Issue 1/2020 Open Access

Extending reference architecture of big data systems towards machine learning in edge computing environments

P. Pääkkönen, D. Pakkala

01-12-2020 | Research | Issue 1/2020 Open Access

Leveraging machine learning and big data for optimizing medication prescriptions in complex diseases: a case study in diabetes management

Mahsa Madani Hosseini, Manaf Zargoush, Farrokh Alemi, Raya Elfadel Kheirbek

01-12-2020 | Research | Issue 1/2020 Open Access

Using real-time online preprocessed mouse tracking for lower storage and transmission costs

Fajar Purnama, Tsuyoshi Usagawa

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

Survey on categorical data for neural networks

John T. Hancock, Taghi M. Khoshgoftaar

01-12-2020 | Research | Issue 1/2020 Open Access

Predictive analytics using big data for increased customer loyalty: Syriatel Telecom Company case study

Wissam Nazeer Wassouf, Ramez Alkhatib, Kamal Salloum, Shadi Balloul

01-12-2020 | Methodology | Issue 1/2020 Open Access

Sorting big data by revealed preference with application to college ranking

Xingwei Hu

01-12-2020 | Research | Issue 1/2020 Open Access

On K-means clustering-based approach for DDBSs design

Ali A. Amer

01-12-2020 | Research | Issue 1/2020 Open Access

Binary image description using frequent itemsets

Khalid Aznag, Toufik Datsi, Ahmed El oirrak, Essaid El bachari

01-12-2020 | Research | Issue 1/2020 Open Access

Sentiment analysis of online product reviews using DLMNN and future prediction of online product using IANFIS

P. Sasikala, L. Mary Immaculate Sheela

01-12-2020 | Research | Issue 1/2020 Open Access

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

Nour Nassar, Assef Jafar, Yasser Rahhal

01-12-2020 | Research | Issue 1/2020 Open Access

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

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

01-12-2020 | Research | Issue 1/2020 Open Access

Investigating the relationship between time and predictive model maintenance

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

01-12-2020 | Research | Issue 1/2020 Open Access

SICE: an improved missing data imputation technique

Shahidul Islam Khan, Abu Sayed Md Latiful Hoque

01-12-2020 | Research | Issue 1/2020 Open Access

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

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

01-12-2020 | Research | Issue 1/2020 Open Access

A hybrid semantic query expansion approach for Arabic information retrieval

Hiba ALMarwi, Mossa Ghurab, Ibrahim Al-Baltah

01-12-2020 | Retraction Note | Issue 1/2020 Open Access

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

Mahdi Hashemi, Margeret Hall

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

Cybersecurity data science: an overview from machine learning perspective

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

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

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

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

01-12-2020 | Research | Issue 1/2020 Open Access

Estimating runtime of a job in Hadoop MapReduce

Narges Peyravi, Ali Moeini

01-12-2020 | Short Report | Issue 1/2020 Open Access

Four-class emotion classification in virtual reality using pupillometry

Lim Jia Zheng, James Mountstephens, Jason Teo

01-12-2020 | Correction | Issue 1/2020 Open Access

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

Nour Nassar, Assef Jafar, Yasser Rahhal

01-12-2020 | Research | Issue 1/2020 Open Access

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

Vladimir Shepelev, Sergei Aliukov, Alexander Glushkov, Salavat Shabiev

01-12-2020 | Research | Issue 1/2020 Open Access

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

Muhammad Qasim Shabbir, Syed Babar Waheed Gardezi

01-12-2020 | Research | Issue 1/2020 Open Access

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

Ifeoma Patricia Osamor, Victor Chukwudi Osamor

01-12-2020 | Research | Issue 1/2020 Open Access

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

V. Seethalakshmi, V. Govindasamy, V. Akila

01-12-2020 | Research | Issue 1/2020 Open Access

Multi-layered deep learning perceptron approach for health risk prediction

Thulasi Bikku

01-12-2020 | Methodology | Issue 1/2020 Open Access

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

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

01-12-2020 | Research | Issue 1/2020 Open Access

Selecting critical features for data classification based on machine learning methods

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

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

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

Mahya Seyedan, Fereshteh Mafakheri

01-12-2020 | Research | Issue 1/2020 Open Access

Mining frequent itemsets from streaming transaction data using genetic algorithms

Sikha Bagui, Patrick Stanley

01-12-2020 | Methodology | Issue 1/2020 Open Access

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

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

01-12-2020 | Research | Issue 1/2020 Open Access

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

Velagapudi Sreenivas, Varsha Namdeo, E. Vijay Kumar

01-12-2020 | Research | Issue 1/2020 Open Access

Plant diseases detection with low resolution data using nested skip connections

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

01-12-2020 | Research | Issue 1/2020 Open Access

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

Didier Grimaldi, Javier Diaz Cely, Hugo Arboleda

01-12-2020 | Short Report | Issue 1/2020 Open Access

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

Natalie Best, Jordan Ott, Erik J. Linstead

01-12-2020 | Research | Issue 1/2020 Open Access

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

Marco Casolino

01-12-2020 | Research | Issue 1/2020 Open Access

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

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

01-12-2020 | Research | Issue 1/2020 Open Access

S-RASTER: contraction clustering for evolving data streams

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

01-12-2020 | Research | Issue 1/2020 Open Access

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

Setegn Muche Fenta, Haile Mekonnen Fenta, Girum Meseret Ayenew

01-12-2020 | Case Study | Issue 1/2020 Open Access

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

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

01-12-2020 | Research | Issue 1/2020 Open Access

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

Samiul Islam, Saman Hassanzadeh Amin

01-12-2020 | Research | Issue 1/2020 Open Access

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

Jingyi Shen, M. Omair Shafiq

01-12-2020 | Research | Issue 1/2020 Open Access

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

Ari Wibisono, Petrus Mursanto

01-12-2020 | Research | Issue 1/2020 Open Access

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

Khloud Al Jallad, Mohamad Aljnidi, Mohammad Said Desouki

01-12-2020 | Research | Issue 1/2020 Open Access

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

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

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

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

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

01-12-2020 | Research | Issue 1/2020 Open Access

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

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

01-12-2020 | Research | Issue 1/2020 Open Access

Large-scale forecasting of information spreading

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

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

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

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

01-12-2020 | Research | Issue 1/2020 Open Access

A set theory based similarity measure for text clustering and classification

Ali A. Amer, Hassan I. Abdalla

01-12-2020 | Research | Issue 1/2020 Open Access

Learning in the presence of concept recurrence in data stream clustering

K. Namitha, G. Santhosh Kumar

01-12-2020 | Methodology | Issue 1/2020 Open Access

DHPV: a distributed algorithm for large-scale graph partitioning

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

01-12-2020 | Research | Issue 1/2020 Open Access

Deep learning-based question answering system for intelligent humanoid robot

Widodo Budiharto, Vincent Andreas, Alexander Agung Santoso Gunawan

01-12-2020 | Research | Issue 1/2020 Open Access

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

Thérence Nibareke, Jalal Laassiri

01-12-2020 | Research | Issue 1/2020 Open Access

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

Amaryllis Mavragani, Konstantinos Gkillas, Konstantinos P. Tsagarakis

01-12-2020 | Research | Issue 1/2020 Open Access

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

Tohari Ahmad, Yoga Samudra

01-12-2020 | Research | Issue 1/2020 Open Access

Composing high-level stream processing pipelines

Tanmaya Mahapatra

01-12-2020 | Research | Issue 1/2020 Open Access

Sandbox security model for Hadoop file system

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

01-12-2020 | Research | Issue 1/2020 Open Access

A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty

Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh

01-12-2020 | Research | Issue 1/2020 Open Access

Real-time monitoring of traffic parameters

Kirill Khazukov, Vladimir Shepelev, Tatiana Karpeta, Salavat Shabiev, Ivan Slobodin, Irakli Charbadze, Irina Alferova

01-12-2020 | Research | Issue 1/2020 Open Access

Distance variable improvement of time-series big data stream evaluation

Ari Wibisono, Petrus Mursanto, Jihan Adibah, Wendy D. W. T. Bayu, May Iffah Rizki, Lintang Matahari Hasani, Valian Fil Ahli

01-12-2020 | Research | Issue 1/2020 Open Access

Efficient verification of parallel matrix multiplication in public cloud: the MapReduce case

Ramtin Bagheri, Morteza Amini, Somayeh Dolatnezhad Samarin

01-12-2020 | Research | Issue 1/2020 Open Access

Deep anomaly detection through visual attention in surveillance videos

Nasaruddin Nasaruddin, Kahlil Muchtar, Afdhal Afdhal, Alvin Prayuda Juniarta Dwiyantoro

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

Convergence of artificial intelligence and high performance computing on NSF-supported cyberinfrastructure

E. A. Huerta, Asad Khan, Edward Davis, Colleen Bushell, William D. Gropp, Daniel S. Katz, Volodymyr Kindratenko, Seid Koric, William T. C. Kramer, Brendan McGinty, Kenton McHenry, Aaron Saxton

01-12-2020 | Methodology | Issue 1/2020 Open Access

A predictive noise correction methodology for manufacturing process datasets

Omogbai Oleghe

01-12-2020 | Research | Issue 1/2020 Open Access

Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia

Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy

01-12-2020 | Research | Issue 1/2020 Open Access

Regularized Simple Graph Convolution (SGC) for improved interpretability of large datasets

Phuong Pho, Alexander V. Mantzaris

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

A survey of methods supporting cyber situational awareness in the context of smart cities

Nataliia Neshenko, Christelle Nader, Elias Bou-Harb, Borko Furht

01-12-2020 | Research | Issue 1/2020 Open Access

Uncovering trend-based research insights on teaching and learning in big data

Young-Eun Park

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

CatBoost for big data: an interdisciplinary review

John T. Hancock, Taghi M. Khoshgoftaar

01-12-2020 | Research | Issue 1/2020 Open Access

A data model for enhanced data comparability across multiple organizations

Patrick Obilikwu, Emeka Ogbuju

01-12-2020 | Research | Issue 1/2020 Open Access

Assessing data quality from the Clinical Practice Research Datalink: a methodological approach applied to the full blood count blood test

Pradeep S. Virdee, Alice Fuller, Michael Jacobs, Tim Holt, Jacqueline Birks

01-12-2020 | Research | Issue 1/2020 Open Access

A robust machine learning approach to SDG data segmentation

Kassim S. Mwitondi, Isaac Munyakazi, Barnabas N. Gatsheni

01-12-2020 | Research | Issue 1/2020 Open Access

Support vector machine based feature extraction for gender recognition from objects using lasso classifier

Damodara Krishna Kishore Galla, Babu Reddy Mukamalla, Rama Prakasha Reddy Chegireddy

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

Utilizing technologies of fog computing in educational IoT systems: privacy, security, and agility perspective

Amr Adel

01-12-2020 | Research | Issue 1/2020 Open Access

Deep learning accelerators: a case study with MAESTRO

Hamidreza Bolhasani, Somayyeh Jafarali Jassbi

01-12-2020 | Research | Issue 1/2020 Open Access

Comparison of sort algorithms in Hadoop and PCJ

Marek Nowicki

01-12-2020 | Research | Issue 1/2020 Open Access

Automatic LIDAR building segmentation based on DGCNN and euclidean clustering

Ahmad Gamal, Ari Wibisono, Satrio Bagus Wicaksono, Muhammad Alvin Abyan, Nur Hamid, Hanif Arif Wisesa, Wisnu Jatmiko, Ronny Ardhianto

01-12-2020 | Methodology | Issue 1/2020 Open Access

Big data actionable intelligence architecture

Tian J. Ma, Rudy J. Garcia, Forest Danford, Laura Patrizi, Jennifer Galasso, Jason Loyd

01-12-2020 | Survey Paper | Issue 1/2020 Open Access

A survey and analysis of intrusion detection models based on CSE-CIC-IDS2018 Big Data

Joffrey L. Leevy, Taghi M. Khoshgoftaar

01-12-2020 | Research | Issue 1/2020 Open Access

Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 Dataset

Sydney M. Kasongo, Yanxia Sun

01-12-2020 | Research | Issue 1/2020 Open Access

Flight delay prediction based on deep learning and Levenberg-Marquart algorithm

Maryam Farshchian Yazdi, Seyed Reza Kamel, Seyyed Javad Mahdavi Chabok, Maryam Kheirabadi

01-12-2020 | Research | Issue 1/2020 Open Access

Cooperative co-evolution for feature selection in Big Data with random feature grouping

A. N. M. Bazlur Rashid, Mohiuddin Ahmed, Leslie F. Sikos, Paul Haskell-Dowland

01-12-2020 | Research | Issue 1/2020 Open Access

Predictors of outpatients’ no-show: big data analytics using apache spark

Tahani Daghistani, Huda AlGhamdi, Riyad Alshammari, Raed H. AlHazme

01-12-2020 | Research | Issue 1/2020 Open Access

Arabic text summarization using deep learning approach

Molham Al-Maleh, Said Desouki

01-12-2020 | Research | Issue 1/2020 Open Access

A comprehensive performance analysis of Apache Hadoop and Apache Spark for large scale data sets using HiBench

N. Ahmed, Andre L. C. Barczak, Teo Susnjak, Mohammed A. Rashid

01-12-2020 | Correction | Issue 1/2020 Open Access

Correction to: Cooperative co‑evolution for feature selection in Big Data with random feature grouping

A. N. M. Bazlur Rashid, Mohiuddin Ahmed, Leslie F. Sikos, Paul Haskell‑Dowland

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