Volume 7; Issue 1

Main
Journal of Big Data
Volume 7; Issue 1

Journal of Big Data

Volume 7; Issue 1

1

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

Sarno, Riyanarto, Sinaga, Fernandes, Sungkono, Kelly Rossa

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.10 MB

2020

2

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

Bakhthemmat, Ali, Izadi, Mohammad

Journal:

Journal of Big Data

Year:

2020

Language:

english

File:

PDF, 2.94 MB

english, 2020

3

Sensor data quality: a systematic review

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

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 2.83 MB

2020

4

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

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

Journal:

Journal of Big Data

Year:

2020

Language:

english

File:

PDF, 1.59 MB

english, 2020

5

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

Saheb, Tahereh, Saheb, Tayebeh

Journal:

Journal of Big Data

Year:

2020

Language:

english

File:

PDF, 2.85 MB

english, 2020

6

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

Alkhayrat, Maha, Aljnidi, Mohamad, Aljoumaa, Kadan

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 2.25 MB

2020

7

Current landscape and influence of big data on finance

Hasan, Md. Morshadul, Popp, JÃ³zsef, OlÃ¡h, Judit

Journal:

Journal of Big Data

Year:

2020

Language:

english

File:

PDF, 1.19 MB

english, 2020

8

Criminal tendency detection from facial images and the gender bias effect

Hashemi, Mahdi, Hall, Margeret

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.77 MB

2020

9

Time-aware domain-based social influence prediction

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

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 2.23 MB

2020

10

A comprehensive evaluation of ensemble learning for stock-market prediction

Nti, Isaac Kofi, Adekoya, Adebayo Felix, Weyori, Benjamin Asubam

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 2.48 MB

2020

11

Graphical Flow-based Spark Programming

Mahapatra, Tanmaya, Prehofer, Christian

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 2.88 MB

2020

12

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

Padmaja, Budi, Myneni, Madhu Bala, Krishna Rao Patro, Epili

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.88 MB

2020

13

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

Doma, Vikrant, Pirouz, Matin

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.73 MB

2020

14

Survey on categorical data for neural networks

Hancock, John T., Khoshgoftaar, Taghi M.

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 2.54 MB

2020

15

Cybersecurity data science: an overview from machine learning perspective

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

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.90 MB

2020

16

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

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

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.38 MB

2020

17

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

Seethalakshmi, V., Govindasamy, V., Akila, V.

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.74 MB

2020

18

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

Shabbir, Muhammad Qasim, Gardezi, Syed Babar Waheed

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 861 KB

2020

19

Plant diseases detection with low resolution data using nested skip connections

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

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 5.67 MB

2020

20

Bayesian hierarchical analyses for entrepreneurial intention of students

Ayalew, Mesfin Mulu

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.26 MB

2020

21

Mining frequent itemsets from streaming transaction data using genetic algorithms

Bagui, Sikha, Stanley, Patrick

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.82 MB

2020

22

Four-class emotion classification in virtual reality using pupillometry

Zheng, Lim Jia, Mountstephens, James, Teo, Jason

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 951 KB

2020

23

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

Shen, Jingyi, Shafiq, M. Omair

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 2.75 MB

2020

24

SICE: an improved missing data imputation technique

Khan, Shahidul Islam, Hoque, Abu Sayed Md Latiful

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.92 MB

2020

25

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

Seyedan, Mahya, Mafakheri, Fereshteh

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.04 MB

2020

26

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

Sreenivas, Velagapudi, Namdeo, Varsha, Kumar, E. Vijay

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 2.09 MB

2020

27

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

Islam, Samiul, Amin, Saman Hassanzadeh

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 2.18 MB

2020

28

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

Nibareke, ThÃ©rence, Laassiri, Jalal

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.44 MB

2020

29

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

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

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.87 MB

2020

30

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

Rizk, Aya, Elragal, Ahmed

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.66 MB

2020

31

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

PÃ¤Ã¤kkÃ¶nen, P., Pakkala, D.

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 4.95 MB

2020

32

Deep anomaly detection through visual attention in surveillance videos

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

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 2.25 MB

2020

33

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

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

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.89 MB

2020

34

Sandbox security model for Hadoop file system

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

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.17 MB

2020

35

Prediction of ESG compliance using a heterogeneous information network

Hisano, Ryohei, Sornette, Didier, Mizuno, Takayuki

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.55 MB

2020

36

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

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.57 MB

2020

37

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

Kasongo, Sydney M., Sun, Yanxia

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.34 MB

2020

38

Arabic text summarization using deep learning approach

Al-Maleh, Molham, Desouki, Said

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.91 MB

2020

39

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

Leevy, Joffrey L., Khoshgoftaar, Taghi M.

Journal:

Journal of Big Data

Year:

2020

File:

PDF, 1.10 MB

2020

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