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Open LITERA Point
Volume 6; Issue 1
Main
Journal of Big Data
Volume 6; Issue 1
Journal of Big Data
Volume 6; Issue 1
1
A survey on data storage and placement methodologies for Cloud-Big Data ecosystem
Mazumdar, Somnath
,
Seybold, Daniel
,
Kritikos, Kyriakos
,
Verginadis, Yiannis
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.24 MB
Your tags:
english, 2019
2
Predicting customer’s gender and age depending on mobile phone data
Al-Zuabi, Ibrahim Mousa
,
Jafar, Assef
,
Aljoumaa, Kadan
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.93 MB
Your tags:
english, 2019
3
Manufacturing process data analysis pipelines: a requirements analysis and survey
Ismail, Ahmed
,
Truong, Hong-Linh
,
Kastner, Wolfgang
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 2.55 MB
Your tags:
english, 2019
4
Selecting a representative decision tree from an ensemble of decision-tree models for fast big data classification
Weinberg, Abraham Itzhak
,
Last, Mark
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.63 MB
Your tags:
english, 2019
5
Hierarchical data fusion for Smart Healthcare
Dautov, Rustem
,
Distefano, Salvatore
,
Buyya, Rajkumaar
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.74 MB
Your tags:
english, 2019
6
On the sustainability of smart and smarter cities in the era of big data: an interdisciplinary and transdisciplinary literature review
Bibri, Simon Elias
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.25 MB
Your tags:
english, 2019
7
Analysis of diabetes mellitus for early prediction using optimal features selection
Sneha, N.
,
Gangil, Tarun
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.45 MB
Your tags:
english, 2019
8
Mining aspects of customer’s review on the social network
Nguyen Thi Ngoc, Tu
,
Nguyen Thi Thu, Ha
,
Nguyen, Viet Anh
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.61 MB
Your tags:
english, 2019
9
HPCC based framework for COPD readmission risk analysis
Jain, Piyush
,
Agarwal, Ankur
,
Behara, Ravi
,
Baechle, Christopher
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 934 KB
Your tags:
english, 2019
10
Data mining approach for predicting the daily Internet data traffic of a smart university
Adekitan, Aderibigbe Israel
,
Abolade, Jeremiah
,
Shobayo, Olamilekan
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.82 MB
Your tags:
english, 2019
11
Investigating the adoption of big data analytics in healthcare: the moderating role of resistance to change
Shahbaz, Muhammad
,
Gao, Changyuan
,
Zhai, LiLi
,
Shahzad, Fakhar
,
Hu, Yanling
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.24 MB
Your tags:
english, 2019
12
An intelligent Alzheimer’s disease diagnosis method using unsupervised feature learning
Razavi, Firouzeh
,
Tarokh, Mohammad Jafar
,
Alborzi, Mahmood
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.49 MB
Your tags:
english, 2019
13
Verifying big data topologies by-design: a semi-automated approach
Bersani, Marcello M.
,
Marconi, Francesco
,
Tamburri, Damian A.
,
Nodari, Andrea
,
Jamshidi, Pooyan
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 2.14 MB
Your tags:
english, 2019
14
Data mining combined to the multicriteria decision analysis for the improvement of road safety: case of France
El Mazouri, Fatima Zahra
,
Abounaima, Mohammed Chaouki
,
Zenkouar, Khalid
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.79 MB
Your tags:
english, 2019
15
Enhanced Secured Map Reduce layer for Big Data privacy and security
Jain, Priyank
,
Gyanchandani, Manasi
,
Khare, Nilay
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 953 KB
Your tags:
english, 2019
16
Detecting taxi movements using Random Swap clustering and sequential pattern mining
Ibrahim, Rami
,
Shafiq, M. Omair
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 2.08 MB
Your tags:
english, 2019
17
Application of variable selection and dimension reduction on predictors of MSE’s development
Wubetie, Habtamu Tilaye
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1017 KB
Your tags:
english, 2019
18
Big data stream analysis: a systematic literature review
Kolajo, Taiwo
,
Daramola, Olawande
,
Adebiyi, Ayodele
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.28 MB
Your tags:
english, 2019
19
Investigating the adoption of big data analytics in healthcare: the moderating role of resistance to change
Shahbaz, Muhammad
,
Gao, Changyuan
,
Zhai, LiLi
,
Shahzad, Fakhar
,
Hu, Yanling
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.24 MB
Your tags:
2019
20
An intelligent Alzheimer’s disease diagnosis method using unsupervised feature learning
Razavi, Firouzeh
,
Tarokh, Mohammad Jafar
,
Alborzi, Mahmood
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.49 MB
Your tags:
2019
21
Verifying big data topologies by-design: a semi-automated approach
Bersani, Marcello M.
,
Marconi, Francesco
,
Tamburri, Damian A.
,
Nodari, Andrea
,
Jamshidi, Pooyan
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 2.14 MB
Your tags:
2019
22
Uncertainty in big data analytics: survey, opportunities, and challenges
Hariri, Reihaneh H.
,
Fredericks, Erik M.
,
Bowers, Kate M.
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.07 MB
Your tags:
english, 2019
23
GNSS-based navigation systems of autonomous drone for delivering items
Patrik, Aurello
,
Utama, Gaudi
,
Gunawan, Alexander Agung Santoso
,
Chowanda, Andry
,
Suroso, Jarot S.
,
Shofiyanti, Rizatus
,
Budiharto, Widodo
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 2.30 MB
Your tags:
english, 2019
24
Data mining combined to the multicriteria decision analysis for the improvement of road safety: case of France
El Mazouri, Fatima Zahra
,
Abounaima, Mohammed Chaouki
,
Zenkouar, Khalid
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.79 MB
Your tags:
2019
25
Detecting taxi movements using Random Swap clustering and sequential pattern mining
Ibrahim, Rami
,
Shafiq, M. Omair
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 2.08 MB
Your tags:
2019
26
Feature visualization in comic artist classification using deep neural networks
Young-Min, Kim
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 4.43 MB
Your tags:
english, 2019
27
Effectiveness analysis of machine learning classification models for predicting personalized context-aware smartphone usage
Sarker, Iqbal H.
,
Kayes, A. S. M.
,
Watters, Paul
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.54 MB
Your tags:
english, 2019
28
Intelligent video surveillance: a review through deep learning techniques for crowd analysis
Sreenu, G.
,
Saleem Durai, M. A.
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.74 MB
Your tags:
english, 2019
29
Application of variable selection and dimension reduction on predictors of MSE’s development
Wubetie, Habtamu Tilaye
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1017 KB
Your tags:
2019
30
Evaluation of distributed stream processing frameworks for IoT applications in Smart Cities
Nasiri, Hamid
,
Nasehi, Saeed
,
Goudarzi, Maziar
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 5.84 MB
Your tags:
english, 2019
31
Cyber risk prediction through social media big data analytics and statistical machine learning
Subroto, Athor
,
Apriyana, Andri
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 5.87 MB
Your tags:
english, 2019
32
A survey on Image Data Augmentation for Deep Learning
Shorten, Connor
,
Khoshgoftaar, Taghi M.
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 4.08 MB
Your tags:
english, 2019
33
A parallel and distributed stochastic gradient descent implementation using commodity clusters
Kennedy, Robert K. L.
,
Khoshgoftaar, Taghi M.
,
Villanustre, Flavio
,
Humphrey, Timothy
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.60 MB
Your tags:
english, 2019
34
Reality mining and predictive analytics for building smart applications
Asri, Hiba
,
Mousannif, Hajar
,
Al Moatassime, Hassan
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 2.66 MB
Your tags:
english, 2019
35
STVG: an evolutionary graph framework for analyzing fast-evolving networks
Maduako, Ikechukwu
,
Wachowicz, Monica
,
Hanson, Trevor
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 2.44 MB
Your tags:
english, 2019
36
Big data analytics: a link between knowledge management capabilities and superior cyber protection
Obitade, Peter Oluseyi
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.76 MB
Your tags:
english, 2019
37
Traffic flow estimation with data from a video surveillance camera
Fedorov, Aleksandr
,
Nikolskaia, Kseniia
,
Ivanov, Sergey
,
Shepelev, Vladimir
,
Minbaleev, Alexey
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.79 MB
Your tags:
english, 2019
38
The effects of class rarity on the evaluation of supervised healthcare fraud detection models
Herland, Matthew
,
Bauder, Richard A.
,
Khoshgoftaar, Taghi M.
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 2.14 MB
Your tags:
english, 2019
39
Examining characteristics of predictive models with imbalanced big data
Hasanin, Tawfiq
,
Khoshgoftaar, Taghi M.
,
Leevy, Joffrey L.
,
Seliya, Naeem
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.71 MB
Your tags:
english, 2019
40
The impact of colleges and hospitals to local real estate markets
Rivas, Ryan
,
Patil, Dinesh
,
Hristidis, Vagelis
,
Barr, Joseph R.
,
Srinivasan, Narayanan
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.30 MB
Your tags:
english, 2019
41
Impact of class distribution on the detection of slow HTTP DoS attacks using Big Data
Calvert, Chad L.
,
Khoshgoftaar, Taghi M.
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.51 MB
Your tags:
english, 2019
42
Random forest implementation and optimization for Big Data analytics on LexisNexis’s high performance computing cluster platform
Herrera, Victor M.
,
Khoshgoftaar, Taghi M.
,
Villanustre, Flavio
,
Furht, Borko
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 3.10 MB
Your tags:
english, 2019
43
Evaluation of maxout activations in deep learning across several big data domains
Castaneda, Gabriel
,
Morris, Paul
,
Khoshgoftaar, Taghi M.
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 2.54 MB
Your tags:
english, 2019
44
Is bigger always better? A controversial journey to the center of machine learning design, with uses and misuses of big data for predicting water meter failures
Roccetti, Marco
,
Delnevo, Giovanni
,
Casini, Luca
,
Cappiello, Giuseppe
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.49 MB
Your tags:
english, 2019
45
Correction to: A novel adaptable approach for sentiment analysis on big social data
El Alaoui, Imane
,
Gahi, Youssef
,
Messoussi, Rochdi
,
Chaabi, Youness
,
Todoskoff, Alexis
,
Kobi, Abdessamad
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 545 KB
Your tags:
english, 2019
46
Analysis and classification of heart diseases using heartbeat features and machine learning algorithms
Alarsan, Fajr Ibrahem
,
Younes, Mamoon
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.29 MB
Your tags:
english, 2019
47
Big data clustering with varied density based on MapReduce
Heidari, Safanaz
,
Alborzi, Mahmood
,
Radfar, Reza
,
Afsharkazemi, Mohammad Ali
,
Rajabzadeh Ghatari, Ali
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1005 KB
Your tags:
english, 2019
48
Evaluating the performance of sentence level features and domain sensitive features of product reviews on supervised sentiment analysis tasks
Rintyarna, Bagus Setya
,
Sarno, Riyanarto
,
Fatichah, Chastine
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.57 MB
Your tags:
english, 2019
49
Feature selection methods and genomic big data: a systematic review
Tadist, Khawla
,
Najah, Said
,
Nikolov, Nikola S.
,
Mrabti, Fatiha
,
Zahi, Azeddine
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.42 MB
Your tags:
english, 2019
50
Big data clustering with varied density based on MapReduce
Heidari, Safanaz
,
Alborzi, Mahmood
,
Radfar, Reza
,
Afsharkazemi, Mohammad Ali
,
Rajabzadeh Ghatari, Ali
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1005 KB
Your tags:
2019
51
Evaluating the performance of sentence level features and domain sensitive features of product reviews on supervised sentiment analysis tasks
Rintyarna, Bagus Setya
,
Sarno, Riyanarto
,
Fatichah, Chastine
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.57 MB
Your tags:
2019
52
Big data analysis and distributed deep learning for next-generation intrusion detection system optimization
Al Jallad, Khloud
,
Aljnidi, Mohamad
,
Desouki, Mohammad Said
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 2.07 MB
Your tags:
english, 2019
53
An analytical study of information extraction from unstructured and multidimensional big data
Adnan, Kiran
,
Akbar, Rehan
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.07 MB
Your tags:
2019
54
Leveraging resource management for efficient performance of Apache Spark
Aziz, Khadija
,
Zaidouni, Dounia
,
Bellafkih, Mostafa
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 2.01 MB
Your tags:
2019
55
Multi-dimensional geospatial data mining in a distributed environment using MapReduce
Alkathiri, Mazin
,
Jhummarwala, Abdul
,
Potdar, M. B.
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 6.47 MB
Your tags:
english, 2019
56
Advancing community detection using Keyword Attribute Search
Chobe, Sanket
,
Zhan, Justin
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 5.01 MB
Your tags:
english, 2019
57
Improving the performance of support-vector machine by selecting the best features by Gray Wolf algorithm to increase the accuracy of diagnosis of breast cancer
Kamel, Seyed Reza
,
YaghoubZadeh, Reyhaneh
,
Kheirabadi, Maryam
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.32 MB
Your tags:
english, 2019
58
Multi-dimensional geospatial data mining in a distributed environment using MapReduce
Alkathiri, Mazin
,
Jhummarwala, Abdul
,
Potdar, M. B.
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 6.47 MB
Your tags:
2019
59
Characterizing popularity dynamics of hot topics using micro-blogs spatio-temporal data
Wu, Lianren
,
Li, Jinjie
,
Qi, Jiayin
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.09 MB
Your tags:
english, 2019
60
A novel approach for big data processing using message passing interface based on memory mapping
Dheyab, Saad Ahmed
,
Abdullah, Mohammed Najm
,
Abed, Buthainah Fahran
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 2.13 MB
Your tags:
english, 2019
61
Deep convolutional neural network based medical image classification for disease diagnosis
Yadav, Samir S.
,
Jadhav, Shivajirao M.
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.06 MB
Your tags:
english, 2019
62
Online Feature Selection (OFS) with Accelerated Bat Algorithm (ABA) and Ensemble Incremental Deep Multiple Layer Perceptron (EIDMLP) for big data streams
Renuka Devi, D.
,
Sasikala, S.
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.83 MB
Your tags:
2019
63
A new Internet of Things architecture for real-time prediction of various diseases using machine learning on big data environment
Ed-daoudy, Abderrahmane
,
Maalmi, Khalil
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 2.67 MB
Your tags:
2019
64
On using MapReduce to scale algorithms for Big Data analytics: a case study
Kijsanayothin, Phongphun
,
Chalumporn, Gantaphon
,
Hewett, Rattikorn
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.79 MB
Your tags:
2019
65
HybSMRP: a hybrid scheduling algorithm in Hadoop MapReduce framework
Gandomi, Abolfazl
,
Reshadi, Midia
,
Movaghar, Ali
,
Khademzadeh, Ahmad
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 955 KB
Your tags:
2019
66
Evaluation of big data frameworks for analysis of smart grids
Ansari, Mohammad Hasan
,
Tabatab Vakili, Vahid
,
Bahrak, Behnam
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.52 MB
Your tags:
2019
67
Internet of Things is a revolutionary approach for future technology enhancement: a review
Kumar, Sachin
,
Tiwari, Prayag
,
Zymbler, Mikhail
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.40 MB
Your tags:
2019
68
Efficient storage of heterogeneous geospatial data in spatial databases
Sveen, Atle Frenvik
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.29 MB
Your tags:
2019
69
Characterizing popularity dynamics of hot topics using micro-blogs spatio-temporal data
Wu, Lianren
,
Li, Jinjie
,
Qi, Jiayin
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.09 MB
Your tags:
2019
70
A novel approach for big data processing using message passing interface based on memory mapping
Dheyab, Saad Ahmed
,
Abdullah, Mohammed Najm
,
Abed, Buthainah Fahran
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 2.13 MB
Your tags:
2019
71
Deep convolutional neural network based medical image classification for disease diagnosis
Yadav, Samir S.
,
Jadhav, Shivajirao M.
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.06 MB
Your tags:
2019
72
Computational storage: an efficient and scalable platform for big data and HPC applications
Torabzadehkashi, Mahdi
,
Rezaei, Siavash
,
HeydariGorji, Ali
,
Bobarshad, Hosein
,
Alves, Vladimir
,
Bagherzadeh, Nader
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 2.28 MB
Your tags:
2019
73
Context-aware rule learning from smartphone data: survey, challenges and future directions
Sarker, Iqbal H.
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.58 MB
Your tags:
english, 2019
74
Lifelong Machine Learning and root cause analysis for large-scale cancer patient data
Pal, Gautam
,
Hong, Xianbin
,
Wang, Zhuo
,
Wu, Hongyi
,
Li, Gangmin
,
Atkinson, Katie
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 3.84 MB
Your tags:
english, 2019
75
Severely imbalanced Big Data challenges: investigating data sampling approaches
Hasanin, Tawfiq
,
Khoshgoftaar, Taghi M.
,
Leevy, Joffrey L.
,
Bauder, Richard A.
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 2.54 MB
Your tags:
english, 2019
76
A survey on driving behavior analysis in usage based insurance using big data
Arumugam, Subramanian
,
Bhargavi, R.
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.56 MB
Your tags:
english, 2019
77
HaRD: a heterogeneity-aware replica deletion for HDFS
Ciritoglu, Hilmi Egemen
,
Murphy, John
,
Thorpe, Christina
Journal:
Journal of Big Data
Year:
2019
Language:
english
File:
PDF, 1.69 MB
Your tags:
english, 2019
78
Social network analysis in Telecom data
Al-Molhem, Nour Raeef
,
Rahal, Yasser
,
Dakkak, Mustapha
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.42 MB
Your tags:
2019
79
Using transfer learning for smart building management system
Pardamean, Bens
,
Muljo, Hery Harjono
,
Cenggoro, Tjeng Wawan
,
Chandra, Bloomest Jansen
,
Rahutomo, Reza
Journal:
Journal of Big Data
Year:
2019
File:
PDF, 1.32 MB
Your tags:
2019
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