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Journal of Big Data, Volume 10
Volume 10, Number 1, December 2023
- Eunil Park:
CRNet: a multimodal deep convolutional neural network for customer revisit prediction. 1 - Wondmagegn Taye Abebe, Demeke Endalie:
Artificial intelligence models for prediction of monthly rainfall without climatic data for meteorological stations in Ethiopia. 2 - Eman R. AlBasiouny, Abdel-Fattah Attia Heliel, Hossam E. Abdelmunim, Hazem M. Abbas:
Robust visual tracking using very deep generative model. 3 - Nicolas Basty, Marjola Thanaj, Madeleine Cule, Elena P. Sorokin, Yi Liu, E. Louise Thomas, Jimmy D. Bell, Brandon J. Whitcher:
Artifact-free fat-water separation in Dixon MRI using deep learning. 4 - Gagandeep Kaur, Amit Sharma
:
A deep learning-based model using hybrid feature extraction approach for consumer sentiment analysis. 5 - Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar:
The effect of feature extraction and data sampling on credit card fraud detection. 6 - Miguel Ribeiro
, Diogo Teixeira, Pedro Barbosa, Nuno Jardim Nunes:
Using passive Wi-Fi for community crowd sensing during the COVID-19 pandemic. 7 - Nassim Sohaee:
Error and optimism bias regularization. 8 - Michael Ayitey Junior, Peter Appiahene, Obed Appiah, Ninfaakanga Christopher Bombie:
Forex market forecasting using machine learning: Systematic Literature Review and meta-analysis. 9 - Heru Nugroho, Nugraha Priya Utama, Kridanto Surendro:
Smoothing target encoding and class center-based firefly algorithm for handling missing values in categorical variable. 10 - Wei Zhang, Yahui Han, Baolin Yi, Zhaoli Zhang:
Click-through rate prediction model integrating user interest and multi-head attention mechanism. 11 - Khawla Eissa Alhajaj, Immanuel Azaad Moonesar
:
The power of big data mining to improve the health care system in the United Arab Emirates. 12 - Nilusha Jayawickrama, Enric Perarnau Ollé, Jesse Pirhonen, Risto Ojala, Klaus Kivekas, Jari Vepsäläinen
, Kari Tammi:
Architecture for determining the cleanliness in shared vehicles using an integrated machine vision and indoor air quality-monitoring system. 13 - Moncef Garouani
, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich:
Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms. 14 - Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak:
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset. 15 - Chinta Venkata Murali Krishna, G. Appa Rao, S. Anuradha:
Analysing the impact of contextual segments on the overall rating in multi-criteria recommender systems. 16 - Salim Salmi
, Lahcen Oughdir:
Performance evaluation of deep learning techniques for DoS attacks detection in wireless sensor network. 17 - Reshmi Sasibhooshan, Suresh Kumaraswamy, Santhoshkumar Sasidharan:
Image caption generation using Visual Attention Prediction and Contextual Spatial Relation Extraction. 18 - Changwu Wu, Wenyong Long, Chaoying Qin, Xiangyu Wang, Yuzhe Li, Kai Xiao, Yue Li, Qing Liu:
Liquid biopsy-based identification of prognostic and immunotherapeutically relevant gene signatures in lower grade glioma. 19 - Daniele Bellutta, Kathleen M. Carley:
Investigating coordinated account creation using burst detection and network analysis. 20 - Madhu Bala Myneni
, D. N. Vasundhara, Haritha Akkineni, CH. V. K. N. S. N. Moorthy:
Design, development and performance analysis of cognitive assisting aid with multi sensor fused navigation for visually impaired people. 21 - Clifford Kemp, Chad Calvert, Taghi M. Khoshgoftaar, Joffrey L. Leevy:
An approach to application-layer DoS detection. 22 - Benjamin D. Leiby, Darryl K. Ahner:
Multicollinearity applied stepwise stochastic imputation: a large dataset imputation through correlation-based regression. 23 - Muhammad Aslam:
Data analysis for sequential contingencies under uncertainty. 24 - R. F. Famutimi, M. O. Oyelami, Ayodeji O. J. Ibitoye, O. M. Awoniran:
An empirical comparison of the performances of single structure columnar in-memory and disk-resident data storage techniques using healthcare big data. 25

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