Volume 7, issue 1, December 2020
111 articles in this issue
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A comprehensive performance analysis of Apache Hadoop and Apache Spark for large scale data sets using HiBench
Authors (first, second and last of 4)
- N. Ahmed
- Andre L. C. Barczak
- Mohammed A. Rashid
- Content type: Research
- Open Access
- Published: 14 December 2020
- Article: 110
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Arabic text summarization using deep learning approach
Authors
- Molham Al-Maleh
- Said Desouki
- Content type: Research
- Open Access
- Published: 11 December 2020
- Article: 109
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Predictors of outpatients’ no-show: big data analytics using apache spark
Authors (first, second and last of 4)
- Tahani Daghistani
- Huda AlGhamdi
- Raed H. AlHazme
- Content type: Research
- Open Access
- Published: 09 December 2020
- Article: 108
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Cooperative co-evolution for feature selection in Big Data with random feature grouping
Authors (first, second and last of 4)
- A. N. M. Bazlur Rashid
- Mohiuddin Ahmed
- Paul Haskell-Dowland
- Content type: Research
- Open Access
- Published: 04 December 2020
- Article: 107
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Flight delay prediction based on deep learning and Levenberg-Marquart algorithm
Authors (first, second and last of 4)
- Maryam Farshchian Yazdi
- Seyed Reza Kamel
- Maryam Kheirabadi
- Content type: Research
- Open Access
- Published: 26 November 2020
- Article: 106
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Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 Dataset
Authors
- Sydney M. Kasongo
- Yanxia Sun
- Content type: Research
- Open Access
- Published: 25 November 2020
- Article: 105
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A survey and analysis of intrusion detection models based on CSE-CIC-IDS2018 Big Data
Authors
- Joffrey L. Leevy
- Taghi M. Khoshgoftaar
- Content type: Survey Paper
- Open Access
- Published: 23 November 2020
- Article: 104
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Big data actionable intelligence architecture
Authors (first, second and last of 6)
- Tian J. Ma
- Rudy J. Garcia
- Jason Loyd
- Content type: Methodology
- Open Access
- Published: 23 November 2020
- Article: 103
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Automatic LIDAR building segmentation based on DGCNN and euclidean clustering
Authors (first, second and last of 8)
- Ahmad Gamal
- Ari Wibisono
- Ronny Ardhianto
- Content type: Research
- Open Access
- Published: 17 November 2020
- Article: 102
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Comparison of sort algorithms in Hadoop and PCJ
Authors
- Marek Nowicki
- Content type: Research
- Open Access
- Published: 16 November 2020
- Article: 101
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Deep learning accelerators: a case study with MAESTRO
Authors
- Hamidreza Bolhasani
- Somayyeh Jafarali Jassbi
- Content type: Research
- Open Access
- Published: 12 November 2020
- Article: 100
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Utilizing technologies of fog computing in educational IoT systems: privacy, security, and agility perspective
Authors
- Amr Adel
- Content type: Survey Paper
- Open Access
- Published: 12 November 2020
- Article: 99
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Support vector machine based feature extraction for gender recognition from objects using lasso classifier
Authors
- Damodara Krishna Kishore Galla
- Babu Reddy Mukamalla
- Rama Prakasha Reddy Chegireddy
- Content type: Research
- Open Access
- Published: 11 November 2020
- Article: 98
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A robust machine learning approach to SDG data segmentation
Authors
- Kassim S. Mwitondi
- Isaac Munyakazi
- Barnabas N. Gatsheni
- Content type: Research
- Open Access
- Published: 11 November 2020
- Article: 97
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Assessing data quality from the Clinical Practice Research Datalink: a methodological approach applied to the full blood count blood test
Authors (first, second and last of 5)
- Pradeep S. Virdee
- Alice Fuller
- Jacqueline Birks
- Content type: Research
- Open Access
- Published: 10 November 2020
- Article: 96
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A data model for enhanced data comparability across multiple organizations
Authors
- Patrick Obilikwu
- Emeka Ogbuju
- Content type: Research
- Open Access
- Published: 10 November 2020
- Article: 95
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CatBoost for big data: an interdisciplinary review
Authors
- John T. Hancock
- Taghi M. Khoshgoftaar
- Content type: Survey Paper
- Open Access
- Published: 04 November 2020
- Article: 94
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Uncovering trend-based research insights on teaching and learning in big data
Authors
- Young-Eun Park
- Content type: Research
- Open Access
- Published: 21 October 2020
- Article: 93
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A survey of methods supporting cyber situational awareness in the context of smart cities
Authors (first, second and last of 4)
- Nataliia Neshenko
- Christelle Nader
- Borko Furht
- Content type: Survey Paper
- Open Access
- Published: 21 October 2020
- Article: 92
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Regularized Simple Graph Convolution (SGC) for improved interpretability of large datasets
Authors
- Phuong Pho
- Alexander V. Mantzaris
- Content type: Research
- Open Access
- Published: 20 October 2020
- Article: 91
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Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia
Authors (first, second and last of 6)
- Derwin Suhartono
- Aryo Pradipta Gema
- Aniati Murni Arymurthy
- Content type: Research
- Open Access
- Published: 19 October 2020
- Article: 90
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A predictive noise correction methodology for manufacturing process datasets
Authors
- Omogbai Oleghe
- Content type: Methodology
- Open Access
- Published: 17 October 2020
- Article: 89
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Convergence of artificial intelligence and high performance computing on NSF-supported cyberinfrastructure
Authors (first, second and last of 12)
- E. A. Huerta
- Asad Khan
- Aaron Saxton
- Content type: Survey Paper
- Open Access
- Published: 16 October 2020
- Article: 88
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Deep anomaly detection through visual attention in surveillance videos
Authors (first, second and last of 4)
- Nasaruddin Nasaruddin
- Kahlil Muchtar
- Alvin Prayuda Juniarta Dwiyantoro
- Content type: Research
- Open Access
- Published: 16 October 2020
- Article: 87
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Efficient verification of parallel matrix multiplication in public cloud: the MapReduce case
Authors
- Ramtin Bagheri
- Morteza Amini
- Somayeh Dolatnezhad Samarin
- Content type: Research
- Open Access
- Published: 15 October 2020
- Article: 86
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Distance variable improvement of time-series big data stream evaluation
Authors (first, second and last of 7)
- Ari Wibisono
- Petrus Mursanto
- Valian Fil Ahli
- Content type: Research
- Open Access
- Published: 13 October 2020
- Article: 85
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Real-time monitoring of traffic parameters
Authors (first, second and last of 7)
- Kirill Khazukov
- Vladimir Shepelev
- Irina Alferova
- Content type: Research
- Open Access
- Published: 06 October 2020
- Article: 84
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A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty
Authors
- Mehrdad Rostami
- Kamal Berahmand
- Saman Forouzandeh
- Content type: Research
- Open Access
- Published: 02 October 2020
- Article: 83
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Sandbox security model for Hadoop file system
Authors
- Gousiya Begum
- S. Zahoor Ul Huq
- A. P. Siva Kumar
- Content type: Research
- Open Access
- Published: 30 September 2020
- Article: 82
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Composing high-level stream processing pipelines
Authors
- Tanmaya Mahapatra
- Content type: Research
- Open Access
- Published: 29 September 2020
- Article: 81
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Reversible data hiding with segmented secrets and smoothed samples in various audio genres
Authors
- Tohari Ahmad
- Yoga Samudra
- Content type: Research
- Open Access
- Published: 22 September 2020
- Article: 80
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Predictability analysis of the Pound’s Brexit exchange rates based on Google Trends data
Authors
- Amaryllis Mavragani
- Konstantinos Gkillas
- Konstantinos P. Tsagarakis
- Content type: Research
- Open Access
- Published: 18 September 2020
- Article: 79
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Using Big Data-machine learning models for diabetes prediction and flight delays analytics
Authors
- Thérence Nibareke
- Jalal Laassiri
- Content type: Research
- Open Access
- Published: 17 September 2020
- Article: 78
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Deep learning-based question answering system for intelligent humanoid robot
Authors
- Widodo Budiharto
- Vincent Andreas
- Alexander Agung Santoso Gunawan
- Content type: Research
- Open Access
- Published: 16 September 2020
- Article: 77
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DHPV: a distributed algorithm for large-scale graph partitioning
Authors (first, second and last of 5)
- Wilfried Yves Hamilton Adoni
- Tarik Nahhal
- Ismail Assayad
- Content type: Methodology
- Open Access
- Published: 16 September 2020
- Article: 76
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Learning in the presence of concept recurrence in data stream clustering
Authors
- K. Namitha
- G. Santhosh Kumar
- Content type: Research
- Open Access
- Published: 15 September 2020
- Article: 75
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A set theory based similarity measure for text clustering and classification
Authors
- Ali A. Amer
- Hassan I. Abdalla
- Content type: Research
- Open Access
- Published: 14 September 2020
- Article: 74
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Survey on RNN and CRF models for de-identification of medical free text
Authors
- Joffrey L. Leevy
- Taghi M. Khoshgoftaar
- Flavio Villanustre
- Content type: Survey Paper
- Open Access
- Published: 04 September 2020
- Article: 73
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Large-scale forecasting of information spreading
Authors (first, second and last of 6)
- Oksana Severiukhina
- Sergey Kesarev
- Peter M. A. Sloot
- Content type: Research
- Open Access
- Published: 03 September 2020
- Article: 72
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Impact of rail transit station proximity to commercial property prices: utilizing big data in urban real estate
Authors (first, second and last of 4)
- Mohammed Ali Berawi
- Perdana Miraj
- Mustika Sari
- Content type: Research
- Open Access
- Published: 02 September 2020
- Article: 71
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Boosting methods for multi-class imbalanced data classification: an experimental review
Authors (first, second and last of 5)
- Jafar Tanha
- Yousef Abdi
- Mohammad Asadpour
- Content type: Survey Paper
- Open Access
- Published: 01 September 2020
- Article: 70
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Traditional food knowledge of Indonesia: a new high-quality food dataset and automatic recognition system
Authors (first, second and last of 6)
- Ari Wibisono
- Hanif Arief Wisesa
- Wisnu Jatmiko
- Content type: Research
- Open Access
- Published: 31 August 2020
- Article: 69
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Anomaly detection optimization using big data and deep learning to reduce false-positive
Authors
- Khloud Al Jallad
- Mohamad Aljnidi
- Mohammad Said Desouki
- Content type: Research
- Open Access
- Published: 31 August 2020
- Article: 68
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Multi Region-Based Feature Connected Layer (RB-FCL) of deep learning models for bone age assessment
Authors
- Ari Wibisono
- Petrus Mursanto
- Content type: Research
- Open Access
- Published: 28 August 2020
- Article: 67
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Short-term stock market price trend prediction using a comprehensive deep learning system
Authors
- Jingyi Shen
- M. Omair Shafiq
- Content type: Research
- Open Access
- Published: 28 August 2020
- Article: 66
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Prediction of probable backorder scenarios in the supply chain using Distributed Random Forest and Gradient Boosting Machine learning techniques
Authors
- Samiul Islam
- Saman Hassanzadeh Amin
- Content type: Research
- Open Access
- Published: 26 August 2020
- Article: 65
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Using machine learning techniques to predict the cost of repairing hard failures in underground fiber optics networks
Authors
- Owusu Nyarko-Boateng
- Adebayo Felix Adekoya
- Benjamin Asubam Weyori
- Content type: Case Study
- Open Access
- Published: 24 August 2020
- Article: 64
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The best statistical model to estimate predictors of under-five mortality in Ethiopia
Authors
- Setegn Muche Fenta
- Haile Mekonnen Fenta
- Girum Meseret Ayenew
- Content type: Research
- Open Access
- Published: 17 August 2020
- Article: 63
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S-RASTER: contraction clustering for evolving data streams
Authors (first, second and last of 5)
- Gregor Ulm
- Simon Smith
- Mats Jirstrand
- Content type: Research
- Open Access
- Published: 13 August 2020
- Article: 62