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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
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