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J. Big Data
2014
2017
2021
2024
2014
2024
Keyphrases
Publications
volume 11, number 1, 2024
Huan Qin
,
Yangbo Ye
Algorithms of the Möbius function by random forests and neural networks.
J. Big Data
11 (1) (2024)
Mohamed H. Behiry
,
Mohammed Aly
Cyberattack detection in wireless sensor networks using a hybrid feature reduction technique with AI and machine learning methods.
J. Big Data
11 (1) (2024)
Hua Liu
,
Siting Huang
,
Liting Yang
,
Hongshu Zhou
,
Bo Chen
,
Lisha Wu
,
Liyang Zhang
Conventional dendritic cell 2 links the genetic causal association from allergic asthma to COVID-19: a Mendelian randomization and transcriptomic study.
J. Big Data
11 (1) (2024)
Julian Kauk
,
Helene Kreysa
,
André Scherag
,
Stefan R. Schweinberger
The adaptive community-response (ACR) method for collecting misinformation on social media.
J. Big Data
11 (1) (2024)
Alvari Seppänen
,
Eerik Alamikkotervo
,
Risto Ojala
,
Giacomo Dario
,
Kari Tammi
Out-of-distribution- and location-aware PointNets for real-time 3D road user detection without a GPU.
J. Big Data
11 (1) (2024)
Fangming Qu
,
Nolan Dang
,
Borko Furht
,
Mehrdad Nojoumian
Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques.
J. Big Data
11 (1) (2024)
József Baranyi
,
Szilveszter Csorba
,
Zsuzsa Farkas
,
Tünde Pacza
,
Ákos Józwiak
Internal dynamics of patent reference networks using the Bray-Curtis dissimilarity measure.
J. Big Data
11 (1) (2024)
Mostafa M. El-Gayar
,
Mohamed Abouhawwash
,
S. S. Askar
,
Sara Sweidan
A novel approach for detecting deep fake videos using graph neural network.
J. Big Data
11 (1) (2024)
Bharti Khemani
,
Shruti Patil
,
Ketan Kotecha
,
Sudeep Tanwar
A review of graph neural networks: concepts, architectures, techniques, challenges, datasets, applications, and future directions.
J. Big Data
11 (1) (2024)
Zafran Khan
,
Jeonghwan Gwak
,
Naima Iltaf
,
Witold Pedrycz
,
Moongu Jeon
RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social media.
J. Big Data
11 (1) (2024)
Emmanuel Ileberi
,
Yanxia Sun
,
Zenghui Wang
A machine learning-based credit risk prediction engine system using a stacked classifier and a filter-based feature selection method.
J. Big Data
11 (1) (2024)
John T. Hancock
,
Huanjing Wang
,
Taghi M. Khoshgoftaar
,
Qianxin Liang
Data reduction techniques for highly imbalanced medicare Big Data.
J. Big Data
11 (1) (2024)
Ying-Bin Liu
,
Yunhui Zeng
,
Jianhua Qin
Dual channel and multi-scale adaptive morphological methods for infrared small targets.
J. Big Data
11 (1) (2024)
Keqin Shi
,
Zhen Chen
,
Weiqiang Sun
,
Weisheng Hu
Measuring regularity of human physical activities with entropy models.
J. Big Data
11 (1) (2024)
Safak Kayikci
,
Taghi M. Khoshgoftaar
Blockchain meets machine learning: a survey.
J. Big Data
11 (1) (2024)
Yuxin Wang
,
Shiman Zuo
,
Nanfei Yang
,
Ani Jian
,
Wei Zheng
,
Zichun Hua
,
Pingping Shen
Deep learning enables the quantification of browning capacity of human adipose samples.
J. Big Data
11 (1) (2024)
Hongzhi Zhang
,
M. Omair Shafiq
Survey of transformers and towards ensemble learning using transformers for natural language processing.
J. Big Data
11 (1) (2024)
Yuan-Wey Wang
,
Hsin-Chou Yang
,
Yi-Hau Chen
,
Chao-Yu Guo
Generalized Estimating Equations Boosting (GEEB) machine for correlated data.
J. Big Data
11 (1) (2024)
Omar Galal
,
Ahmed H. Abdel-Gawad
,
Mona Farouk
Federated Freeze BERT for text classification.
J. Big Data
11 (1) (2024)
Seongeun Kim
,
Eunil Park
Prediction of flight departure delays caused by weather conditions adopting data-driven approaches.
J. Big Data
11 (1) (2024)
Mohamed Abdel-Basset
,
Reda Mohamed
,
Ibrahim Alrashdi
,
Karam M. Sallam
,
Ibrahim A. Hameed
CNN-IKOA: convolutional neural network with improved Kepler optimization algorithm for image segmentation: experimental validation and numerical exploration.
J. Big Data
11 (1) (2024)
Norah Alrebdi
,
Amal A. Al-Shargabi
Bilingual video captioning model for enhanced video retrieval.
J. Big Data
11 (1) (2024)
Huike Li
,
Bo Li
The state of metaverse research: a bibliometric visual analysis based on CiteSpace.
J. Big Data
11 (1) (2024)
Preston Billion Polak
,
Joseph D. Prusa
,
Taghi M. Khoshgoftaar
Low-shot learning and class imbalance: a survey.
J. Big Data
11 (1) (2024)
Jiaxu Huang
,
Haiqing Hu
Hybrid beluga whale optimization algorithm with multi-strategy for functions and engineering optimization problems.
J. Big Data
11 (1) (2024)
Md. Alamin Talukder
,
Md. Manowarul Islam
,
Md. Ashraf Uddin
,
Khondokar Fida Hasan
,
Selina Sharmin
,
Salem A. Alyami
,
Mohammad Ali Moni
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction.
J. Big Data
11 (1) (2024)
Cynthia Yang
,
Egill A. Fridgeirsson
,
Jan A. Kors
,
Jenna Marie Reps
,
Peter R. Rijnbeek
Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data.
J. Big Data
11 (1) (2024)
Elijah M. Maseno
,
Zenghui Wang
Hybrid wrapper feature selection method based on genetic algorithm and extreme learning machine for intrusion detection.
J. Big Data
11 (1) (2024)
Vladimir Mashurov
,
Vaagn Chopuryan
,
Vadim Porvatov
,
Arseny Ivanov
,
Natalia Semenova
Gct-TTE: graph convolutional transformer for travel time estimation.
J. Big Data
11 (1) (2024)
JunHao Chen
,
XueLi Wang
,
Fei Lei
Data-driven multinomial random forest: a new random forest variant with strong consistency.
J. Big Data
11 (1) (2024)
Jing Li
,
Mohd Shahizan Othman
,
Hewan Chen
,
Lizawati Mi Yusuf
Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning.
J. Big Data
11 (1) (2024)
Riccardo Cantini
,
Fabrizio Marozzo
,
Alessio Orsino
,
Domenico Talia
,
Paolo Trunfio
,
Rosa M. Badia
,
Jorge Ejarque
,
Fernando Vázquez-Novoa
Block size estimation for data partitioning in HPC applications using machine learning techniques.
J. Big Data
11 (1) (2024)
Jan Behnert
,
Dean Lajic
,
Paul C. Bauer
Can we predict multi-party elections with Google Trends data? Evidence across elections, data windows, and model classes.
J. Big Data
11 (1) (2024)
Kousik Barik
,
Sanjay Misra
Analysis of customer reviews with an improved VADER lexicon classifier.
J. Big Data
11 (1) (2024)
Muhammad Aslam
Analysis of imprecise measurement data utilizing z-test for correlation.
J. Big Data
11 (1) (2024)
Wubetu Barud Demilie
Plant disease detection and classification techniques: a comparative study of the performances.
J. Big Data
11 (1) (2024)
Mohammed Elhmadany
,
Islam El-Maddah
,
Hossam E. Abdelmunim
Instance segmentation on distributed deep learning big data cluster.
J. Big Data
11 (1) (2024)
volume 10, number 1, 2023
Irena Mitrovic
,
Marko Misic
,
Jelica Protic
Exploring high scientific productivity in international co-authorship of a small developing country based on collaboration patterns.
J. Big Data
10 (1) (2023)
Nicholas Soucy
,
Salimeh Yasaei Sekeh
CEU-Net: ensemble semantic segmentation of hyperspectral images using clustering.
J. Big Data
10 (1) (2023)
Praveen Kumar Donta
,
Boris Sedlak
,
Victor Casamayor-Pujol
,
Schahram Dustdar
Governance and sustainability of distributed continuum systems: a big data approach.
J. Big Data
10 (1) (2023)
Youngjung Suh
Machine learning based customer churn prediction in home appliance rental business.
J. Big Data
10 (1) (2023)
Junhyeok Park
,
Youngsuk Seo
,
Jaehyuk Cho
Unsupervised outlier detection for time-series data of indoor air quality using LSTM autoencoder with ensemble method.
J. Big Data
10 (1) (2023)
Moch Faisal Karim
,
Reza Rahutomo
,
Ida Bagus Kerthyayana Manuaba
,
Kartika Purwandari
,
Tirta Nugraha Mursitama
,
Bens Pardamean
Free trade as domestic, economic, and strategic issues: a big data analytics approach.
J. Big Data
10 (1) (2023)
Pouya Ataei
,
Daniel Staegemann
Application of microservices patterns to big data systems.
J. Big Data
10 (1) (2023)
Mario San Emeterio de la Parte
,
José-Fernán Martínez-Ortega
,
Vicente Hernández Díaz
,
Néstor Lucas Martínez
Big Data and precision agriculture: a novel spatio-temporal semantic IoT data management framework for improved interoperability.
J. Big Data
10 (1) (2023)
Bowen Shi
,
Ke Xu
,
Jichang Zhao
Domain-relevance of influence: characterizing variations in online influence across multiple domains on social media.
J. Big Data
10 (1) (2023)
Oliver Lloyd
,
Yi Liu
,
Tom R. Gaunt
Assessing the effects of hyperparameters on knowledge graph embedding quality.
J. Big Data
10 (1) (2023)
Sunggon Kim
,
Alex Sim
,
Kesheng Wu
,
Suren Byna
,
Yongseok Son
Design and implementation of I/O performance prediction scheme on HPC systems through large-scale log analysis.
J. Big Data
10 (1) (2023)
Matevz Hribernik
,
Saso Tomazic
,
Anton Umek
,
Anton Kos
Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database.
J. Big Data
10 (1) (2023)
Ognjen Antonijevic
,
Slobodan Jelic
,
Branislav Bajat
,
Milan Kilibarda
Transfer learning approach based on satellite image time series for the crop classification problem.
J. Big Data
10 (1) (2023)