J. Big Data

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)
Joseph Agyapong Mensah, Ezekiel N. N. Nortey, Eric Ocran, Samuel Iddi, Louis Asiedu
De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods. 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)
Bilal Hassan Ahmed Khattak, Imran Shafi, Chaudhary Hamza Rashid, Mejdl S. Safran, Sultan Alfarhood, Imran Ashraf
Profitability trend prediction in crypto financial markets using Fibonacci technical indicator and hybrid CNN model. 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)
Eugenio Cesario, Paolo Lindia, Andrea Vinci
Multi-density crime predictor: an approach to forecast criminal activities in multi-density crime hotspots. 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)
Riccardo Cantini, Alessio Orsino, Domenico Talia
Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices. 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)
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)
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)
Francesco Folino, Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri, Pietro Sabatino
Efficiently approaching vertical federated learning by combining data reduction and conditional computation techniques. 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)
Gihan Gamage, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Milos Manic
Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis. J. Big Data 11 (1) (2024)
Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh
Multi-sample ζ-mixup: richer, more realistic synthetic samples from a p-series interpolant. J. Big Data 11 (1) (2024)
Jing Sun, Run Shi, Yang Wu, Yan Lou, Lijuan Nie, Chun Zhang, Yutian Cao, Qianhua Yan, Lifang Ye, Shu Zhang, Xuanbin Wang, Qibiao Wu, Xuehua Jiao, Jiangyi Yu, Zhuyuan Fang, Xiqiao Zhou
Integration of transcriptomic analysis and multiple machine learning approaches identifies NAFLD progression-specific hub genes to reveal distinct genomic patterns and actionable targets. 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)
Muhammad Mujahid, Erol Kina, Furqan Rustam, Mónica Gracia Villar, Eduardo Silva Alvarado, Isabel de la Torre Díez, Imran Ashraf
Data oversampling and imbalanced datasets: an investigation of performance for machine learning and feature engineering. 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)
Nina Wiedemann, Krzysztof Janowicz, Martin Raubal, Ourania Kounadi
Where you go is who you are: a study on machine learning based semantic privacy attacks. 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)
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)
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)
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)
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)
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)
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)
Jieyi Li, Shuai Wang, Stevan Rudinac, Anwar Osseyran
High-performance computing in healthcare:an automatic literature analysis perspective. J. Big Data 11 (1) (2024)
Safak Kayikci, Taghi M. Khoshgoftaar
Blockchain meets machine learning: a survey. 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)
Anh Tuan Nguyen, Duy Hoang Pham, Bee Lan Oo, Yonghan Ahn, Benson Teck Heng Lim
Predicting air quality index using attention hybrid deep learning and quantum-inspired particle swarm optimization. J. Big Data 11 (1) (2024)
Huawen Liu, Zongda Wu, Minghao Yin, Donghua Yu, Xinzhong Zhu, Jungang Lou
An improved deep hashing model for image retrieval with binary code similarities. 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)