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ORCIDJournal of Big Data, Volume 12
Volume 12, Number 1, December 2025
- Ke Qi:
Advancing hospital healthcare: achieving IoT-based secure health monitoring through multilayer machine learning. 1 - Veerayuth Kittichai, Morakot Kaewthamasorn
, Apinya Arnuphaprasert, Rangsan Jomtarak, Kaung Myat Naing, Teerawat Tongloy, Santhad Chuwongin, Siridech Boonsang:
A deep contrastive learning-based image retrieval system for automatic detection of infectious cattle diseases. 2 - Benedito Chi Man Tam, Su-Kit Tang, Alberto Cardoso:
Multi-level lag scheme significantly improves training efficiency in deep learning: a case study in air quality alert service over sub-tropical area. 3 - Nenad S. Mitic, Sasa N. Malkov, Mirjana M. Maljkovic, Aleksandar Veljkovic, Ivan Lj. Cukic, Xin Lin, Minjie Lyu, Vladimir Brusic:
Correlation-based feature selection of single cell transcriptomics data from multiple sources. 4 - Sachin Kumar, Shivani Sharma, Kassahun Tadesse Megra:
Transformer enabled multi-modal medical diagnosis for tuberculosis classification. 5 - Ibrahim Y. Hafez, Ahmed Y. Hafez, Ahmed Saleh, Amr A. Abd El-Mageed, Amr A. Abohany:
A systematic review of AI-enhanced techniques in credit card fraud detection. 6 - Ahmed Alsayat, Alshimaa Abdelraof Mahmoud, Saad Awadh Alanazi, Ayman Mohamed Mostafa, Nasser O. Alshammari, Majed Abdullah Alrowaily, Hosameldeen Shabana, Mohamed M. Ezz:
Enhancing cardiac diagnostics: a deep learning ensemble approach for precise ECG image classification. 7 - Yiying Cao, Farah Qasim Ahmed Alyousuf:
A new framework to assess the impact of new IT-based technologies on the success of quality management system. 8 - Lisardo Fernández, Mariano Pérez, Juan M. Orduña, José M. Alcaraz:
A new dimensionality reduction technique based on the Wavelet Transform for cancer classification. 9 - Xiaojie Liang, Jia Guo, Baiwei Luo, Weixiang Lu, Qiumin Chen, Yeling Deng, Yunong Yang, Liang Wang:
Refining prognostic assessment of diffuse large B-cell lymphoma: insights from multi-omics and single-cell analysis unveil SRM as a key target for regulating immunotherapy. 10 - Rayees Ahamad, Kamta Nath Mishra:
Exploring sentiment analysis in handwritten and E-text documents using advanced machine learning techniques: a novel approach. 11 - John T. Hancock, Taghi M. Khoshgoftaar, Qianxin Liang:
A problem-agnostic approach to feature selection and analysis using SHAP. 12 - Jin Zhang, Fu Yan, Jianqiang Yang:
Binary plant rhizome growth-based optimization algorithm: an efficient high-dimensional feature selection approach. 13 - Jisu Kim, Dongjae Kim, Eunil Park:
I know your stance! Analyzing Twitter users' political stance on diverse perspectives. 14 - Zhongyi Hu, Yuhang Wang, Lei Xiao:
Alzheimer's disease diagnosis by 3D-SEConvNeXt. 15 - Zeinab F. Elsharkawy, H. Kasban, Mohammed Y. Abbass:
Efficient surface crack segmentation for industrial and civil applications based on an enhanced YOLOv8 model. 16 - Vladan Djokic, Aleksandra Djordjevic, Aleksandra Milovanovic:
Big data and urban form: a systematic review. 17 - Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ibrahim Alrashdi, Ibrahim A. Hameed:
An efficient binary spider wasp optimizer for multi-dimensional knapsack instances: experimental validation and analysis. 18 - Song Li, Xinyuan Zhang, Liping Zhang:
Research on multiple enhanced k combination reverse Skyline query method. 19 - Hanju Kim, Myungha Cho, Seungwan Park, Doyoung Kim, Doyoon Kim, Unil Yun:
Damped weighted erasable itemset mining with time sensitive dynamic environments. 20 - Sami Sieranoja, Pasi Fränti:
Fast agglomerative clustering using approximate traveling salesman solutions. 21 - Jaiteg Singh, Kamalpreet Singh Bhangu, Farman Ali, Ahmad Ali AlZubi, Babar Shah:
Quantum-inspired framework for big data analytics: evaluating the impact of movie trailers and its financial returns. 22 - Filip Vidojevic, Andrijana Dzamic, Dusan Dzamic, Miroslav Maric:
A novel artificial intelligence search algorithm and mathematical model for the hybrid flow shop scheduling problem. 23 - Zhenjie Cao, Zhuo Deng, Zhicheng Yang, Jie Ma, Lan Ma:
Supervised contrastive pre-training models for mammography screening. 24 - Khalid El Haji, Dalal Alshamsi:
GeoTemporal clustering for aquifer delineation: a big data approach to synchronizing and analyzing variable-length groundwater time series. 25 - Sahar Nooh, Abdelrahim Koura, Mohammed Kayed:
Ulnar variance detection from radiographic images using deep learning. 26 - Anas Bilal, Muhammad Shafiq, Waeal J. Obidallah, Yousef A. Alduraywish, Haixia Long:
Quantum computational infusion in extreme learning machines for early multi-cancer detection. 27 - Aleksandar Kartelj, Miljana Mladenovic, Stasa Vujicic Stankovic:
Comparison of algorithms for the recognition of ChatGPT paraphrased texts. 28 - Kang Xu, Yifan Feng, Qiandi Li, Zhenjiang Dong, Jianxiang Wei:
Survey on terminology extraction from texts. 29 - Teshome Mulugeta Ababu, Michael Melese Woldeyohannis, Emuye Bawoke Getaneh:
Bilingual hate speech detection on social media: Amharic and Afaan Oromo. 30 - Silvia Gioiosa, Beatrice Chiavarini, Mattia D'Antonio, Giuseppe Trotta, Balasubramanian Chandramouli, Juan Mata Naranjo, Giuseppa Muscianisi, Mirko Cestari, Elisa Rossi:
A GDPR-compliant solution for analysis of large-scale genomics datasets on HPC cloud infrastructure. 31 - Sheetal Kusal, Shruti Patil, Ketan Kotecha:
Multimodal text-emoji fusion using deep neural networks for text-based emotion detection in online communication. 32 - Thompson Stephan, Padma Priya Dharishini Paramana, Chia-Chen Lin, Saurabh Agarwal, Rajan Verma:
Federated learning-driven IoT system for automated freshness monitoring in resource-constrained vending carts. 33 - Yan Wang, Mohammed A. El-Meligy, Haytham F. Isleem, Asmaa Y. Hamed, Diyar N. Qader, Mohamed Sharaf, Pradeep Jangir, Arpita, Ghanshyam G. Tejani:
Modeling of concrete-filled PVC tube columns confined with CFRP strips under uniaxial eccentric compression: machine learning and finite element approaches. 34 - Lydia Wahid Rizkallah:
Enhancing the performance of gradient boosting trees on regression problems. 35 - Kasikrit Damkliang, Jularat Chumnaul:
Deep learning and statistical approaches for area-based PM2.5 forecasting in Hat Yai, Thailand. 36 - Yuxin Du, Mingshu He, Xiaojuan Wang:
A clustering-based approach for classifying data streams using graph matching. 37 - Zhongmin Wang, Yujun Zhang, Jun Yu, YuanYuan Gao, Guangwei Zhao, Essam H. Houssein, Rui Zhong:
Multi-strategy enhanced marine predator algorithm: performance investigation and application in intrusion detection. 38 - Armando Gomis-Maya, Leonor Cerdá Alberich, Diana Veiga Canuto, Salvatore Claudio-Fanni, Amadeo Ten-Steve, Gloria Ribas-Despuig, Pedro José Mallol-Roselló, Joan Vila-Francés, Luis Martí-Bonmatí:
Automatic magnetic resonance imaging series labelling for large repositories. 39 - Xieling Chen, Haoran Xie, Xiaohui Tao, Fu Lee Wang, Dian Zhang, Hong-Ning Dai:
A computational analysis of aspect-based sentiment analysis research through bibliometric mapping and topic modeling. 40 - Kai Ding, Ruihong Li, Zeyu Li, Shangui Hu:
Uncovering employee insights: integrative analysis using structural topic modeling and support vector machines. 41 - Nenad Korolija:
Fine grain algorithm parallelization on a hybrid control-flow and dataflow processor. 42 - Abdoulaye Diop, Nabil El Malki, Max Chevalier, André Péninou, Geoffrey Roman-Jimenez, Olivier Teste:
Simrec: a similarity measure recommendation system for mixed data clustering algorithms. 43 - Vladimir Milivojevic, Vukasin Cirovic, Milan Stojkovic, Uros Mirkovic, Vladan Kuzmanovic, Nikola Milivojevic, Boban Stojanovic:
Machine learning-based interactive dynamic resilience assessment for complex hydropower systems. 44 - Shunlei Li, Jiajie Lu, Yingbai Hu, Leonardo S. Mattos, Zheng Li:
Towards scalable medical image compression using hybrid model analysis. 45 - Hariharan RamakrishnaIyer LekshmiAmmal, Anand Kumar Madasamy:
A reasoning based explainable multimodal fake news detection for low resource language using large language models and transformers. 46 - Xin Hu, Jun Luo, Hong Liang, Jingwei Yue, Yeqing Qi, Hui Liu:
Interpretable machine learning model to predict the acute occurrence of delirium in elderly patients in the intensive care units: a retrospective cohort study. 47 - Faten S. Alamri, Muhammad Aslam:
Data generation and application using the neutrosophic Erlang distribution. 48 - Dong Yin, Xuanning Zhang, Lilin Yin, Haohao Zhang, Zhenshuang Tang, Jingya Xu, Xiaohui Yuan, Xiang Zhou, Xinyun Li, Shuhong Zhao, Xiaolei Liu:
SIMER: an accurate and intelligent tool for simulating customizable population data across species in complex scenarios. 49 - Yang Ren, Haytham F. Isleem, Walaa J. K. Almoghaye, Abdelrahman Kamal Hamed, Pradeep Jangir, Arpita, Ghanshyam G. Tejani, Absalom E. Ezugwu, Ahmed A. Soliman:
Machine learning-based prediction of elliptical double steel columns under compression loading. 50 - Humberto Cesar Villalta Valverde, KwangSik Kim, Kisu Kim, Jinman Kwon, Jaechoon Lim, Yongjoo Jun:
LSM tree read-deletion operations optimization through the implementation of cuckoo filters. 51 - Vankamamidi Srinivasa Naresh, Sivaranjani Reddi:
Exploring the future of privacy-preserving heart disease prediction: a fully homomorphic encryption-driven logistic regression approach. 52 - Hao-Ming Song, Yu-Cai Wang, Jie-Sheng Wang, Yu-Wei Song, Shi Li, Yu-Liang Qi, Jia-Ning Hou:
Dynamic time-varying transfer function for cancer gene expression data feature selection problem. 53 - Shreya Jena, Sneha Basak, Himanshi Agrawal, Bunny Saini, Shilpa Gite, Ketan Kotecha, Sultan Alfarhood:
Developing a negative speech emotion recognition model for safety systems using deep learning. 54 - Menna Mamdouh Orabi, Osama Emam, Hanan Fahmy:
Adapting security and decentralized knowledge enhancement in federated learning using blockchain technology: literature review. 55 - Lili Wu, Tao Li, Majid Khan Majahar Ali, Chenmin Ni, Ying Tian, Xiaojie Zhou:
Adaptive Toeplitz convolution- enhanced classifier for anomaly detection in ECG big data. 56 - Youngjung Suh:
Discovering customer segments through interaction behaviors for home appliance business. 57 - Osama Ismael:
The Standard Deviation Score: a novel similarity metric for data analysis. 58 - Salvador Mancilla, Giovanni Wences, Eymard Hernández-López, Ismael Cohen:
Sub-spatial prediction of votes integrating socioeconomic, educational, and age strata with machine learning and topological data analysis. 59 - Tariq Mahmood, Tanzila Saba, Amjad Rehman:
Breast cancer diagnosis with MFF-HistoNet: a multi-modal feature fusion network integrating CNNs and quantum tensor networks. 60 - Kamal Taha:
Machine learning in biomedical and health big data: a comprehensive survey with empirical and experimental insights. 61 - Antongiacomo Polimeno, Chiara Braghin, Marco Anisetti, Claudio A. Ardagna:
Maximizing data quality while ensuring data protection in service-based data pipelines. 62 - Mary Anne Walauskis, Taghi M. Khoshgoftaar:
Unsupervised label generation for severely imbalanced fraud data. 63 - David Greco, Francesco Osborne, Simone Pusceddu, Diego Reforgiato Recupero:
Modelling big data platforms as knowledge graphs: the data platform shaper. 64 - SuBi Kim, Jieun Kang, Yongik Yoon:
Dataset for unflappable driving: UNFLAPSet. 65 - Xianwen Kuang, Jun Liu, Haiyang Zhang, Simon Schweighofer:
Towards algorithmic framing analysis: expanding the scope by using LLMs. 66 - Thompson Stephan, Padma Priya Dharishini Paramana, Chia-Chen Lin, Saurabh Agarwal, Rajan Verma:
Correction: Federated learning-driven IoT system for automated freshness monitoring in resource-constrained vending carts. 67 - Pei-Hsiu Kao, Supaporn Baiya, Chong-Wei Lee, Chia-Wen Tseng, Shu-Yun Chen, Yen-Hsiang Huang, Chung-Feng Kao:
Identification of key drought-tolerant genes in soybean using an integrative data-driven feature engineering pipeline. 68 - Boli Zheng, Yi Chen, Chaofan Wang, Ali Asghar Heidari, Lei Liu, Huiling Chen, Guoxi Liang:
Kolmogorov-Arnold networks guided whale optimization algorithm for feature selection in medical datasets. 69 - Maria Lentini, Umashanger Thayasivam:
Value-at-risk student prescription trees for price personalization. 70 - Miguel Carvalho, Armando J. Pinho, Susana Brás:
Resampling approaches to handle class imbalance: a review from a data perspective. 71 - Sandeep Kumar Mathivanan, Saravanan Srinivasan, Manjula Sanjay Koti, Virendra Singh Kushwah, Rose Bindu Joseph, Mohd Asif Shah:
A secure hybrid deep learning framework for brain tumor detection and classification. 72 - Aisha Shabbir, Muhammad Hamid, Ahmed A. Abd El-Latif, May Almousa, Rania A. Elsayed, Waleed Ghaznavi, Samia Allaoua Chelloug, Abdelhamied A. Ateya:
Aggregation-based partitioning algorithm for traffic congestion in MapReduce. 73 - Zhixin Zhang, Qingyang Liu, Yanrong Hu, Hongjiu Liu:
Multi-feature stock price prediction by LSTM networks based on VMD and TMFG. 74 - Qian Zhang, Dongke Zhao, Lingxian Hou, Ali Asghar Heidari, Yi Chen, Lei Liu, Huiling Chen, Chengye Li:
An enhanced machine learning framework for accurate diagnosis of tuberculous pleural effusion. 75 - Yan Wang, Mohammed A. El-Meligy, Haytham F. Isleem, Asmaa Y. Hamed, Diyar N. Qader, Mohamed Sharaf, Pradeep Jangir, Arpita, Ghanshyam G. Tejani:
Correction: Modeling of concrete-filled PVC tube columns confined with CFRP strips under uniaxial eccentric compression: machine learning and finite element approaches. 76 - Mohannad Z. Naser, Ahmad Z. Naser:
SPINEX-anomaly: similarity-based predictions with explainable neighbors exploration for anomaly and outlier detection. 77 - Proshenjit Sarker, Amel Ksibi, Mona M. Jamjoom, Kwonhue Choi, Abdullah Al Nahid, Md Abdus Samad:
Breast cancer prediction with feature-selected XGB classifier, optimized by metaheuristic algorithms. 78 - Dougho Park, Daeyoung Hong, Suntak Jin, Jong Hun Kim, Hyoung Seop Kim:
Long-term survival prediction in patients with acute brain lesions using ensemble machine learning algorithms: a cohort study with combined national health insurance service and its self-run hospital database. 79 - Luwei Li, Xian Huang, Cijin Yan, Shuzhan He, Sishuai Cheng, WenJie Yang:
Evaluation of predictive performance of modeling hyperuricemia using medical big data: comparison of data preprocessing methods. 80 - T. O. Kehinde, Oluyinka J. Adedokun, Akpan Joseph, Kareem Morenikeji Kabirat, Hammed Adebayo Akano, Oludolapo A. Olanrewaju:
Helformer: an attention-based deep learning model for cryptocurrency price forecasting. 81
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