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Journal of Big Data, Volume 7
Volume 7, Number 1, December 2020
- Jie Tao
, Xing Fang:
Toward multi-label sentiment analysis: a transfer learning based approach. 1 - (Withdrawn) Criminal tendency detection from facial images and the gender bias effect. 2
- Abou Zakaria Faroukhi, Imane El Alaoui, Youssef Gahi
, Aouatif Amine:
Big data monetization throughout Big Data Value Chain: a comprehensive review. 3 - Tanmaya Mahapatra
, Christian Prehofer:
Graphical Flow-based Spark Programming. 4 - Riyanarto Sarno, Fernandes Sinaga, Kelly Rossa Sungkono
:
Anomaly detection in business processes using process mining and fuzzy association rule learning. 5 - Ali Bakhthemmat, Mohammad Izadi:
Decreasing the execution time of reducers by revising clustering based on the futuristic greedy approach. 6 - Aya Rizk
, Ahmed Elragal
:
Data science: developing theoretical contributions in information systems via text analytics. 7 - Somayyeh Taheri
, Maziar Goudarzi, Osamu Yoshie:
Learning-based power prediction for geo-distributed Data Centers: weather parameter analysis. 8 - Maha Alkhayrat
, Mohamad Aljnidi, Kadan Aljoumaa
:
A comparative dimensionality reduction study in telecom customer segmentation using deep learning and PCA. 9 - Bilal Abu-Salih
, Kit Yan Chan, Omar Sultan Al-Kadi
, Marwan Al-Tawil, Pornpit Wongthongtham, Tomayess Issa
, Heba Saadeh
, Malak Al-Hassan, Bushra Bremie, Abdulaziz Albahlal:
Time-aware domain-based social influence prediction. 10 - Hui Yie Teh
, Andreas W. Kempa-Liehr
, Kevin I-Kai Wang:
Sensor data quality: a systematic review. 11 - Tahereh Saheb
, Tayebeh Saheb:
Understanding the development trends of big data technologies: an analysis of patents and the cited scholarly works. 12 - Sandhya Narayanan, Philip Samuel, Mariamma Chacko:
Improving prediction with enhanced Distributed Memory-based Resilient Dataset Filter. 13 - Ugo Santosuosso
, Alessandro Cini, Alessio Papini
:
Tracing outliers in the dataset of Drosophila suzukii records with the Isolation Forest method. 14 - Mesfin Mulu Ayalew
:
Bayesian hierarchical analyses for entrepreneurial intention of students. 16 - Maher Ala'raj
, Munir Majdalawieh
, Maysam F. Abbod
:
Improving binary classification using filtering based on k-NN proximity graphs. 15 - Adler Haymans Manurung
, Christina Natasha, Widodo Budiharto:
Modelling shares choice to enter in a portfolio using artificial neural networks (ANN). 17 - Vikrant Doma, Matin Pirouz
:
A comparative analysis of machine learning methods for emotion recognition using EEG and peripheral physiological signals. 18 - Pietro Ducange, Michela Fazzolari, Francesco Marcelloni:
An overview of recent distributed algorithms for learning fuzzy models in Big Data classification. 19 - Isaac Kofi Nti
, Adebayo Felix Adekoya
, Benjamin Asubam Weyori
:
A comprehensive evaluation of ensemble learning for stock-market prediction. 20 - Md. Morshadul Hasan, József Popp
, Judit Oláh
:
Current landscape and influence of big data on finance. 21 - Ryohei Hisano
, Didier Sornette, Takayuki Mizuno:
Prediction of ESG compliance using a heterogeneous information network. 22 - Tawfiq Hasanin
, Taghi M. Khoshgoftaar, Joffrey L. Leevy
, Richard A. Bauder:
Investigating class rarity in big data. 23 - Budi Padmaja
, Madhu Bala Myneni
, Epili Krishna Rao Patro
:
A comparison on visual prediction models for MAMO (multi activity-multi object) recognition using deep learning. 24 - Pekka Pääkkönen, Daniel Pakkala
:
Extending reference architecture of big data systems towards machine learning in edge computing environments. 25 - Mahsa Madani Hosseini, Manaf Zargoush, Farrokh Alemi, Raya E. Kheirbek:
Leveraging machine learning and big data for optimizing medication prescriptions in complex diseases: a case study in diabetes management. 26 - Fajar Purnama
, Tsuyoshi Usagawa:
Using real-time online preprocessed mouse tracking for lower storage and transmission costs. 27 - John T. Hancock, Taghi M. Khoshgoftaar:
Survey on categorical data for neural networks. 28 - Wissam Nazeer Wassouf
, Ramez Alkhatib
, Kamal Salloum, Shadi Balloul:
Predictive analytics using big data for increased customer loyalty: Syriatel Telecom Company case study. 29 - Xingwei Hu
:
Sorting big data by revealed preference with application to college ranking. 30 - Ali A. Amer
:
On K-means clustering-based approach for DDBSs design. 31 - Khalid Aznag
, Toufik Datsi, Ahmed El Oirrak, Essaid El Bachari:
Binary image description using frequent itemsets. 32 - P. Sasikala
, L. Mary Immaculate Sheela:
Sentiment analysis of online product reviews using DLMNN and future prediction of online product using IANFIS. 33 - Nour Nassar
, Assef Jafar, Yasser Rahhal:
Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization. 34 - Annapareddy V. N. Reddy
, Ch. Phani Krishna, Pradeep Kumar Mallick, Sandeep Kumar Satapathy
, Prayag Tiwari
, Mikhail L. Zymbler, Sachin Kumar
:
Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks. 35 - Joffrey L. Leevy
, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya:
Investigating the relationship between time and predictive model maintenance. 36 - Shahidul Islam Khan
, Abu Sayed Md. Latiful Hoque:
SICE: an improved missing data imputation technique. 37 - Feras A. Batarseh
, Iya Ghassib
, Deri (Sondor) Chong, Po-Hsuan Su:
Preventive healthcare policies in the US: solutions for disease management using Big Data Analytics. 38 - Hiba ALMarwi, Mossa Ghurab
, Ibrahim A. Al-Baltah:
A hybrid semantic query expansion approach for Arabic information retrieval. 39 - Mahdi Hashemi
, Margeret Hall:
Retraction Note: Criminal tendency detection from facial images and the gender bias effect. 40 - Iqbal H. Sarker
, A. S. M. Kayes
, Shahriar Badsha, Hamed AlQahtani, Paul A. Watters
, Alex Ng:
Cybersecurity data science: an overview from machine learning perspective. 41 - Srikanth Thudumu
, Philip Branch, Jiong Jin, Jugdutt Jack Singh:
A comprehensive survey of anomaly detection techniques for high dimensional big data. 42 - Jia Zheng Lim, James Mountstephens, Jason Teo
:
Four-class emotion classification in virtual reality using pupillometry. 43 - Narges Peyravi
, Ali Moeini:
Estimating runtime of a job in Hadoop MapReduce. 44 - Nour Nassar
, Assef Jafar, Yasser Rahhal:
Correction to: Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization. 45 - Vladimir D. Shepelev, Sergei Aliukov, Alexander I. Glushkov
, Salavat Shabiev
:
Identification of distinguishing characteristics of intersections based on statistical analysis and data from video cameras. 46 - Muhammad Qasim Shabbir
, Syed Babar Waheed Gardezi:
Application of big data analytics and organizational performance: the mediating role of knowledge management practices. 47 - Ifeoma Patricia Osamor, Victor Chukwudi Osamor
:
OsamorSoft: clustering index for comparison and quality validation in high throughput dataset. 48 - V. Seethalakshmi
, Govindasamy Vaiyapuri
, Akila Venkatesan
:
Hybrid gradient descent spider monkey optimization (HGDSMO) algorithm for efficient resource scheduling for big data processing in heterogenous environment. 49 - Thulasi Bikku:
Multi-layered deep learning perceptron approach for health risk prediction. 50 - Iqbal H. Sarker
, Hamed AlQahtani, Fawaz Alsolami, Asif Irshad Khan
, Yoosef B. Abushark, Mohammad Khubeb Siddiqui
:
Context pre-modeling: an empirical analysis for classification based user-centric context-aware predictive modeling. 51 - Rung-Ching Chen
, Christine Dewi
, Su-Wen Huang
, Rezzy Eko Caraka
:
Selecting critical features for data classification based on machine learning methods. 52 - Mahya Seyedan
, Fereshteh Mafakheri
:
Predictive big data analytics for supply chain demand forecasting: methods, applications, and research opportunities. 53 - Sikha Bagui
, Richard P. Stanley:
Mining frequent itemsets from streaming transaction data using genetic algorithms. 54 - Jacinta Holloway
, Kate J. Helmstedt
, Kerrie L. Mengersen:
Stochastic spatial random forest (SS-RF) for interpolating probabilities of missing land cover data. 55 - Velagapudi Sreenivas
, Varsha Namdeo, Eda Vijay Kumar
:
Group based emotion recognition from video sequence with hybrid optimization based recurrent fuzzy neural network. 56 - 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:
Plant diseases detection with low resolution data using nested skip connections. 57 - Didier Grimaldi
, Javier Díaz-Cely, Hugo Arboleda:
Inferring the votes in a new political landscape: the case of the 2019 Spanish Presidential elections. 58 - Natalie Best, Jordan Ott, Erik Linstead
:
Exploring the efficacy of transfer learning in mining image-based software artifacts. 59 - Marco Casolino
:
Large scale analysis of violent death count in daily newspapers to quantify bias and censorship. 60 - Claude Lehmann
, Lilach Goren Huber, Thomas Horisberger, Georg Scheiba, Ana Claudia Sima, Kurt Stockinger:
Big Data architecture for intelligent maintenance: a focus on query processing and machine learning algorithms. 61 - Gregor Ulm
, Simon Smith
, Adrian Nilsson
, Emil Gustavsson
, Mats Jirstrand
:
S-RASTER: contraction clustering for evolving data streams. 62 - Setegn Muche Fenta
, Haile Mekonnen Fenta
, Girum Meseret Ayenew
:
The best statistical model to estimate predictors of under-five mortality in Ethiopia. 63 - Owusu Nyarko-Boateng
, Adebayo Felix Adekoya
, Benjamin Asubam Weyori
:
Using machine learning techniques to predict the cost of repairing hard failures in underground fiber optics networks. 64 - Samiul Islam
, Saman Hassanzadeh Amin:
Prediction of probable backorder scenarios in the supply chain using Distributed Random Forest and Gradient Boosting Machine learning techniques. 65 - Jingyi Shen, M. Omair Shafiq
:
Short-term stock market price trend prediction using a comprehensive deep learning system. 66 - Ari Wibisono
, Petrus Mursanto
:
Multi Region-Based Feature Connected Layer (RB-FCL) of deep learning models for bone age assessment. 67 - Khloud Al Jallad
, Mohamad Aljnidi, Mohammad Said Desouki:
Anomaly detection optimization using big data and deep learning to reduce false-positive. 68 - Ari Wibisono
, Hanif Arief Wisesa, Zulia Putri Rahmadhani, Puteri Khatya Fahira, Petrus Mursanto
, Wisnu Jatmiko:
Traditional food knowledge of Indonesia: a new high-quality food dataset and automatic recognition system. 69 - Jafar Tanha
, Yousef Abdi
, Negin Samadi
, Nazila Razzaghi, Mohammad Asadpour:
Boosting methods for multi-class imbalanced data classification: an experimental review. 70 - Mohammed Ali Berawi, Perdana Miraj
, Gunawan Saroji, Mustika Sari:
Impact of rail transit station proximity to commercial property prices: utilizing big data in urban real estate. 71 - Oksana Severiukhina
, Sergey Kesarev, Klavdiya Bochenina, Alexander Boukhanovsky, Michael Harold Lees
, Peter M. A. Sloot:
Large-scale forecasting of information spreading. 72 - Joffrey L. Leevy
, Taghi M. Khoshgoftaar, Flavio Villanustre
:
Survey on RNN and CRF models for de-identification of medical free text. 73 - Tohari Ahmad
, Yoga Samudra:
Reversible data hiding with segmented secrets and smoothed samples in various audio genres. 1-19 - Amaryllis Mavragani
, Konstantinos Gkillas, Konstantinos P. Tsagarakis:
Predictability analysis of the Pound's Brexit exchange rates based on Google Trends data. 1-19 - Thérence Nibareke
, Jalal Laassiri
:
Using Big Data-machine learning models for diabetes prediction and flight delays analytics. 1-18 - Widodo Budiharto
, Vincent Andreas, Alexander Agung Santoso Gunawan:
Deep learning-based question answering system for intelligent humanoid robot. 1-10 - Wilfried Yves Hamilton Adoni
, Tarik Nahhal, Moez Krichen, Abdeltif El byed, Ismail Assayad:
DHPV: a distributed algorithm for large-scale graph partitioning. 1-25 - K. Namitha
, G. Santhosh Kumar
:
Learning in the presence of concept recurrence in data stream clustering. 1-28 - Ali A. Amer
, Hassan Ismail Abdalla:
A set theory based similarity measure for text clustering and classification. 1-43 - Tanmaya Mahapatra
:
Composing high-level stream processing pipelines. 81 - Gousiya Begum
, S. Zahoor Ul Huq, A. P. Siva Kumar:
Sandbox security model for Hadoop file system. 82 - Mehrdad Rostami
, Kamal Berahmand
, Saman Forouzandeh:
A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty. 83 - Kirill Khazukov, Vladimir D. Shepelev
, Tatiana Karpeta, Salavat Shabiev
, Ivan Slobodin, Irakli Charbadze, Irina Alferova
:
Real-time monitoring of traffic parameters. 84 - Ari Wibisono
, Petrus Mursanto
, Jihan Adibah, Wendy D. W. T. Bayu, May Iffah Rizki, Lintang Matahari Hasani
, Valian Fil Ahli:
Distance variable improvement of time-series big data stream evaluation. 85 - Ramtin Bagheri, Morteza Amini
, Somayeh Dolatnezhad Samarin:
Efficient verification of parallel matrix multiplication in public cloud: the MapReduce case. 86 - Nasaruddin Nasaruddin
, Kahlil Muchtar
, Afdhal Afdhal
, Alvin Prayuda Juniarta Dwiyantoro:
Deep anomaly detection through visual attention in surveillance videos. 87 - E. A. Huerta
, Asad Khan
, Edward Davis, Colleen Bushell, William D. Gropp
, Daniel S. Katz
, Volodymyr V. Kindratenko, Seid Koric
, William T. C. Kramer, Brendan McGinty, Kenton McHenry, Aaron Saxton:
Convergence of artificial intelligence and high performance computing on NSF-supported cyberinfrastructure. 88 - Omogbai Oleghe
:
A predictive noise correction methodology for manufacturing process datasets. 89 - Derwin Suhartono
, Aryo Pradipta Gema
, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy:
Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia. 90 - Phuong Pho
, Alexander V. Mantzaris
:
Regularized Simple Graph Convolution (SGC) for improved interpretability of large datasets. 91 - Nataliia Neshenko
, Christelle Nader, Elias Bou-Harb, Borko Furht:
A survey of methods supporting cyber situational awareness in the context of smart cities. 92 - Young-Eun Park
:
Uncovering trend-based research insights on teaching and learning in big data. 93 - John T. Hancock
, Taghi M. Khoshgoftaar:
CatBoost for big data: an interdisciplinary review. 94 - Patrick Obilikwu, Emeka Ogbuju
:
A data model for enhanced data comparability across multiple organizations. 95 - Pradeep S. Virdee
, Alice Fuller, Michael Jacobs, Tim Holt, Jacqueline Birks:
Assessing data quality from the Clinical Practice Research Datalink: a methodological approach applied to the full blood count blood test. 96 - Kassim S. Mwitondi
, Isaac Munyakazi, Barnabas N. Gatsheni:
A robust machine learning approach to SDG data segmentation. 97 - Damodara Krishna Kishore Galla, Babu Reddy Mukamalla, Rama Prakasha Reddy Chegireddy
:
Support vector machine based feature extraction for gender recognition from objects using lasso classifier. 98 - Amr Adel
:
Utilizing technologies of fog computing in educational IoT systems: privacy, security, and agility perspective. 99 - Hamidreza Bolhasani
, Somayyeh Jafarali Jassbi:
Deep learning accelerators: a case study with MAESTRO. 100 - Marek Nowicki
:
Comparison of sort algorithms in Hadoop and PCJ. 101 - Ahmad Gamal
, Ari Wibisono
, Satrio Bagus Wicaksono, Muhammad Alvin Abyan, Nur Hamid
, Hanif Arif Wisesa, Wisnu Jatmiko, Ronny Ardhianto:
Automatic LIDAR building segmentation based on DGCNN and euclidean clustering. 102 - Tian J. Ma, Rudy J. Garcia, Forest Danford, Laura Patrizi, Jennifer Galasso, Jason Loyd:
Big data actionable intelligence architecture. 103 - Joffrey L. Leevy
, Taghi M. Khoshgoftaar:
A survey and analysis of intrusion detection models based on CSE-CIC-IDS2018 Big Data. 104 - Sydney Mambwe Kasongo
, Yanxia Sun
:
Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 Dataset. 105 - Maryam Farshchian Yazdi, Seyed Reza Kamel
, Seyyed Javad Seyyed Mahdavi Chabok
, Maryam Kheirabadi
:
Flight delay prediction based on deep learning and Levenberg-Marquart algorithm. 106 - A. N. M. Bazlur Rashid
, Mohiuddin Ahmed
, Leslie F. Sikos
, Paul S. Haskell-Dowland:
Cooperative co-evolution for feature selection in Big Data with random feature grouping. 107 - Tahani Daghistani
, Huda Alghamdi, Riyad Alshammari, Raed H. AlHazme:
Predictors of outpatients' no-show: big data analytics using apache spark. 108 - Molham Al-Maleh, Said Desouki:
Arabic text summarization using deep learning approach. 109 - Nasim Ahmed
, Andre L. C. Barczak
, Teo Susnjak
, Mohammed A. Rashid
:
A comprehensive performance analysis of Apache Hadoop and Apache Spark for large scale data sets using HiBench. 110 - A. N. M. Bazlur Rashid
, Mohiuddin Ahmed
, Leslie F. Sikos, Paul S. Haskell-Dowland:
Correction to: Cooperative co‑evolution for feature selection in Big Data with random feature grouping. 111
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