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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Toward multi-label sentiment analysis: a transfer learning based approach. 1 - (Withdrawn) Criminal tendency detection from facial images and the gender bias effect. 2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
Big data monetization throughout Big Data Value Chain: a comprehensive review. 3 - Tanmaya Mahapatra
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
Data science: developing theoretical contributions in information systems via text analytics. 7 - Somayyeh Taheri
Learning-based power prediction for geo-distributed Data Centers: weather parameter analysis. 8 - Maha Alkhayrat
A comparative dimensionality reduction study in telecom customer segmentation using deep learning and PCA. 9 - Bilal Abu-Salih
Time-aware domain-based social influence prediction. 10 - Hui Yie Teh
Sensor data quality: a systematic review. 11 - Tahereh 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
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
Improving binary classification using filtering based on k-NN proximity graphs. 15 - Adler Haymans Manurung
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
A comprehensive evaluation of ensemble learning for stock-market prediction. 20 - Md. Morshadul Hasan, József Popp
Current landscape and influence of big data on finance. 21 - Ryohei Hisano
Prediction of ESG compliance using a heterogeneous information network. 22 - Tawfiq Hasanin
Investigating class rarity in big data. 23 - Budi Padmaja
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
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
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
Binary image description using frequent itemsets. 32 - P. Sasikala
Sentiment analysis of online product reviews using DLMNN and future prediction of online product using IANFIS. 33 - Nour Nassar
Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization. 34 - Annapareddy V. N. Reddy
Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks. 35 - Joffrey L. Leevy
Investigating the relationship between time and predictive model maintenance. 36 - Shahidul Islam Khan
SICE: an improved missing data imputation technique. 37 - Feras A. Batarseh
Preventive healthcare policies in the US: solutions for disease management using Big Data Analytics. 38 - Hiba ALMarwi, Mossa Ghurab
A hybrid semantic query expansion approach for Arabic information retrieval. 39 - Mahdi Hashemi
Retraction Note: Criminal tendency detection from facial images and the gender bias effect. 40 - Iqbal H. Sarker
Cybersecurity data science: an overview from machine learning perspective. 41 - Srikanth Thudumu
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
Estimating runtime of a job in Hadoop MapReduce. 44 - Nour Nassar
Correction to: Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization. 45 - Vladimir D. Shepelev, Sergei Aliukov, Alexander I. Glushkov
Identification of distinguishing characteristics of intersections based on statistical analysis and data from video cameras. 46 - Muhammad Qasim Shabbir
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
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
Context pre-modeling: an empirical analysis for classification based user-centric context-aware predictive modeling. 51 - Rung-Ching Chen
Selecting critical features for data classification based on machine learning methods. 52 - Mahya Seyedan
Predictive big data analytics for supply chain demand forecasting: methods, applications, and research opportunities. 53 - Sikha Bagui
Mining frequent itemsets from streaming transaction data using genetic algorithms. 54 - Jacinta Holloway
Stochastic spatial random forest (SS-RF) for interpolating probabilities of missing land cover data. 55 - Velagapudi Sreenivas
Group based emotion recognition from video sequence with hybrid optimization based recurrent fuzzy neural network. 56 - Hilman F. Pardede
Plant diseases detection with low resolution data using nested skip connections. 57 - Didier Grimaldi
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
Big Data architecture for intelligent maintenance: a focus on query processing and machine learning algorithms. 61 - Gregor Ulm
S-RASTER: contraction clustering for evolving data streams. 62 - Setegn Muche Fenta
The best statistical model to estimate predictors of under-five mortality in Ethiopia. 63 - Owusu Nyarko-Boateng
Using machine learning techniques to predict the cost of repairing hard failures in underground fiber optics networks. 64 - Samiul Islam
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
Multi Region-Based Feature Connected Layer (RB-FCL) of deep learning models for bone age assessment. 67 - Khloud Al Jallad
Anomaly detection optimization using big data and deep learning to reduce false-positive. 68 - Ari Wibisono
Traditional food knowledge of Indonesia: a new high-quality food dataset and automatic recognition system. 69 - Jafar Tanha
Boosting methods for multi-class imbalanced data classification: an experimental review. 70 - Mohammed Ali Berawi, Perdana Miraj
Impact of rail transit station proximity to commercial property prices: utilizing big data in urban real estate. 71 - Oksana Severiukhina
Large-scale forecasting of information spreading. 72 - Joffrey L. Leevy
Survey on RNN and CRF models for de-identification of medical free text. 73 - Tohari Ahmad
Reversible data hiding with segmented secrets and smoothed samples in various audio genres. 1-19 - Amaryllis Mavragani
Predictability analysis of the Pound's Brexit exchange rates based on Google Trends data. 1-19 - Thérence Nibareke
Using Big Data-machine learning models for diabetes prediction and flight delays analytics. 1-18 - Widodo Budiharto
Deep learning-based question answering system for intelligent humanoid robot. 1-10 - Wilfried Yves Hamilton Adoni
DHPV: a distributed algorithm for large-scale graph partitioning. 1-25 - K. Namitha
Learning in the presence of concept recurrence in data stream clustering. 1-28 - Ali A. Amer
A set theory based similarity measure for text clustering and classification. 1-43 - Tanmaya Mahapatra
Composing high-level stream processing pipelines. 81 - Gousiya Begum
Sandbox security model for Hadoop file system. 82 - Mehrdad Rostami
A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty. 83 - Kirill Khazukov, Vladimir D. Shepelev
Real-time monitoring of traffic parameters. 84 - Ari Wibisono
Distance variable improvement of time-series big data stream evaluation. 85 - Ramtin Bagheri, Morteza Amini
Efficient verification of parallel matrix multiplication in public cloud: the MapReduce case. 86 - Nasaruddin Nasaruddin
Deep anomaly detection through visual attention in surveillance videos. 87 - Eliu A. Huerta
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
Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia. 90 - Phuong Pho
Regularized Simple Graph Convolution (SGC) for improved interpretability of large datasets. 91 - Nataliia Neshenko
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
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
Assessing data quality from the Clinical Practice Research Datalink: a methodological approach applied to the full blood count blood test. 96 - Kassim S. Mwitondi
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
Deep learning accelerators: a case study with MAESTRO. 100 - Marek Nowicki
Comparison of sort algorithms in Hadoop and PCJ. 101 - Ahmad Gamal
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
A survey and analysis of intrusion detection models based on CSE-CIC-IDS2018 Big Data. 104 - Sydney Mambwe Kasongo
Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 Dataset. 105 - Maryam Farshchian Yazdi, Seyed Reza Kamel
Flight delay prediction based on deep learning and Levenberg-Marquart algorithm. 106 - A. N. M. Bazlur Rashid
Cooperative co-evolution for feature selection in Big Data with random feature grouping. 107 - Tahani Daghistani
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
A comprehensive performance analysis of Apache Hadoop and Apache Spark for large scale data sets using HiBench. 110 - A. N. M. Bazlur Rashid
Correction to: Cooperative co‑evolution for feature selection in Big Data with random feature grouping. 111
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