Issue 1/2024
Content (56 Articles)
Low-shot learning and class imbalance: a survey
Preston Billion Polak, Joseph D. Prusa, Taghi M. Khoshgoftaar
Out-of-distribution- and location-aware PointNets for real-time 3D road user detection without a GPU
Alvari Seppänen, Eerik Alamikkotervo, Risto Ojala, Giacomo Dario, Kari Tammi
Hybrid beluga whale optimization algorithm with multi-strategy for functions and engineering optimization problems
Jiaxu Huang, Haiqing Hu
Analysis of imprecise measurement data utilizing z-test for correlation
Muhammad Aslam
Plant disease detection and classification techniques: a comparative study of the performances
Wubetu Barud Demilie
Instance segmentation on distributed deep learning big data cluster
Mohammed Elhmadany, Islam Elmadah, Hossam E. Abdelmunim
Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data
Cynthia Yang, Egill A. Fridgeirsson, Jan A. Kors, Jenna M. Reps, Peter R. Rijnbeek
Data reduction techniques for highly imbalanced medicare Big Data
John T. Hancock, Huanjing Wang, Taghi M. Khoshgoftaar, Qianxin Liang
Analysis of customer reviews with an improved VADER lexicon classifier
Kousik Barik, Sanjay Misra
Prediction of flight departure delays caused by weather conditions adopting data-driven approaches
Seongeun Kim, Eunil Park
RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social media
Zafran Khan, Jeonghwan Gwak, Naima Iltaf, Witold Pedrycz, Moongu Jeon
CNN-IKOA: convolutional neural network with improved Kepler optimization algorithm for image segmentation: experimental validation and numerical exploration
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim Alrashdi, Karam M. Sallam, Ibrahim A. Hameed
The state of metaverse research: a bibliometric visual analysis based on CiteSpace
Huike Li, Bo Li
Gct-TTE: graph convolutional transformer for travel time estimation
Vladimir Mashurov, Vaagn Chopuryan, Vadim Porvatov, Arseny Ivanov, Natalia Semenova
Cyberattack detection in wireless sensor networks using a hybrid feature reduction technique with AI and machine learning methods
Mohamed H. Behiry, Mohammed Aly
Bilingual video captioning model for enhanced video retrieval
Norah Alrebdi, Amal A. Al-Shargabi
A review of graph neural networks: concepts, architectures, techniques, challenges, datasets, applications, and future directions
Bharti Khemani, Shruti Patil, Ketan Kotecha, Sudeep Tanwar
Block size estimation for data partitioning in HPC applications using machine learning techniques
Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vázquez-Novoa
Generalized Estimating Equations Boosting (GEEB) machine for correlated data
Yuan-Wey Wang, Hsin-Chou Yang, Yi-Hau Chen, Chao-Yu Guo
Dual channel and multi-scale adaptive morphological methods for infrared small targets
Ying-Bin Liu, Yu-Hui Zeng, Jian-Hua Qin
A novel approach for detecting deep fake videos using graph neural network
M. M. El-Gayar, Mohamed Abouhawwash, S. S. Askar, Sara Sweidan
A machine learning-based credit risk prediction engine system using a stacked classifier and a filter-based feature selection method
Ileberi Emmanuel, Yanxia Sun, Zenghui Wang
Hybrid wrapper feature selection method based on genetic algorithm and extreme learning machine for intrusion detection
Elijah M. Maseno, Zenghui Wang
Survey of transformers and towards ensemble learning using transformers for natural language processing
Hongzhi Zhang, M. Omair Shafiq
Conventional dendritic cell 2 links the genetic causal association from allergic asthma to COVID-19: a Mendelian randomization and transcriptomic study
Hua Liu, Siting Huang, Liting Yang, Hongshu Zhou, Bo Chen, Lisha Wu, Liyang Zhang
Internal dynamics of patent reference networks using the Bray–Curtis dissimilarity measure
József Baranyi, Szilveszter Csorba, Zsuzsa Farkas, Tünde Pacza, Ákos Józwiak
Federated Freeze BERT for text classification
Omar Galal, Ahmed H. Abdel-Gawad, Mona Farouk
Deep learning enables the quantification of browning capacity of human adipose samples
Yuxin Wang, Shiman Zuo, Nanfei Yang, Ani Jian, Wei Zheng, Zichun Hua, Pingping Shen
Can we predict multi-party elections with Google Trends data? Evidence across elections, data windows, and model classes
Jan Behnert, Dean Lajic, Paul C. Bauer
Algorithms of the Möbius function by random forests and neural networks
Huan Qin, Yangbo Ye
Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques
Fangming Qu, Nolan Dang, Borko Furht, Mehrdad Nojoumian
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction
Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni
Data-driven multinomial random forest: a new random forest variant with strong consistency
JunHao Chen, XueLi Wang, Fei Lei
The adaptive community-response (ACR) method for collecting misinformation on social media
Julian Kauk, Helene Kreysa, André Scherag, Stefan R. Schweinberger
Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning
Jing Li, Mohd Shahizan Othman, Hewan Chen, Lizawati Mi Yusuf
Measuring regularity of human physical activities with entropy models
Keqin Shi, Zhen Chen, Weiqiang Sun, Weisheng Hu
Where you go is who you are: a study on machine learning based semantic privacy attacks
Nina Wiedemann, Krzysztof Janowicz, Martin Raubal, Ourania Kounadi
Integration of transcriptomic analysis and multiple machine learning approaches identifies NAFLD progression-specific hub genes to reveal distinct genomic patterns and actionable targets
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
An adaptive hybrid african vultures-aquila optimizer with Xgb-Tree algorithm for fake news detection
Amr A. Abd El-Mageed, Amr A. Abohany, Asmaa H. Ali, Khalid M. Hosny
Learning manifolds from non-stationary streams
Suchismit Mahapatra, Varun Chandola
Multi-sample -mixup: richer, more realistic synthetic samples from a p-series interpolant
Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh
Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods
Huanjing Wang, Qianxin Liang, John T. Hancock, Taghi M. Khoshgoftaar
The role of classifiers and data complexity in learned Bloom filters: insights and recommendations
Dario Malchiodi, Davide Raimondi, Giacomo Fumagalli, Raffaele Giancarlo, Marco Frasca
Gene selection via improved nuclear reaction optimization algorithm for cancer classification in high-dimensional data
Amr A. Abd El-Mageed, Ahmed E. Elkhouli, Amr A. Abohany, Mona Gafar
Adapting transformer-based language models for heart disease detection and risk factors extraction
Essam H. Houssein, Rehab E. Mohamed, Gang Hu, Abdelmgeid A. Ali
Computer aided technology based on graph sample and aggregate attention network optimized for soccer teaching and training
Guanghui Yang, Xinyuan Feng
B-CAT: a model for detecting botnet attacks using deep attack behavior analysis on network traffic flows
Muhammad Aidiel Rachman Putra, Tohari Ahmad, Dandy Pramana Hostiadi
DAPS diagrams for defining Data Science projects
Jeroen de Mast, Joran Lokkerbol
The differences in gastric cancer epidemiological data between SEER and GBD: a joinpoint and age-period-cohort analysis
Zenghong Wu, Kun Zhang, Weijun Wang, Mengke Fan, Rong Lin
Enhancing academic performance prediction with temporal graph networks for massive open online courses
Qionghao Huang, Jili Chen
Revisiting the potential value of vital signs in the real-time prediction of mortality risk in intensive care unit patients
Pan Pan, Yue Wang, Chang Liu, Yanhui Tu, Haibo Cheng, Qingyun Yang, Fei Xie, Yuan Li, Lixin Xie, Yuhong Liu
An improved deep hashing model for image retrieval with binary code similarities
Huawen Liu, Zongda Wu, Minghao Yin, Donghua Yu, Xinzhong Zhu, Jungang Lou
Green and sustainable AI research: an integrated thematic and topic modeling analysis
Raghu Raman, Debidutta Pattnaik, Hiran H. Lathabai, Chandan Kumar, Kannan Govindan, Prema Nedungadi
DFA-Net: Dual multi-scale feature aggregation network for vessel segmentation in X-ray digital subtraction angiography
He Deng, Xu Liu, Tong Fang, Yuqing Li, Xiangde Min