Search Results - "Transformer models"

A Firm's Operational Risk: Data Set and Empirical Evidence.

Authors: Astvansh, Vivek Simpson, Joseph J.

Source: Manufacturing & Service Operations Management (M&SOM) (INFORMS). Jan/Feb2026, Vol. 28 Issue 1, p326-341. 16p.

Practice Summary: Cainiao Enhances the Parcel Sorting Efficiency Through AI-Generated Delivery Zone Codes.

Authors: Yuan, Biao Zheng, Xusheng Cui, Weiwei et al.

Source: INFORMS Journal on Applied Analytics. Mar/Apr2026, Vol. 56 Issue 2, p193-197. 5p.

Vision Transformers for Medical Diagnostics and Agricultural Crop Management Using a Novel Deep Learning Framework for Advanced Image Analysis.

Authors: Shet, Reshma Prakash Battula, Bhavya N., Thrimoorthy et al.

Source: Advances in Consumer Research. Apr2026, Vol. 3 Issue 4, p470-478. 9p.

Time-series XAI for FX rate or inflation-linked risk forecasting: Transformer forecasting.

Authors: Razzaqov, Jasur Amonov, Mehriddin Sattarov, Nematjon et al.

Source: EPJ Web of Conferences. 5/15/2026, Vol. 369, p1-16. 16p.

EARTHQUAKE MONITORING USING DEEP LEARNING WITH CNN--TRANSFORMER ARCHITECTURES.

Authors: Wu, Yu-Chien Hsu, Tse-Shan Wu, Zong-Lin et al.

Source: International Journal of Organizational Innovation. Apr2026, Vol. 18 Issue 4, p25-36. 12p.

Modeling serially dependent data: From ARIMA models to transformers.

Authors: Cacciarelli, Davide Kulahci, Murat

Source: Quality Engineering. 2026, Vol. 38 Issue 2, p127-137. 11p.

Efficient Processing of Long Sequence Text Data in Transformer: An Examination of Five Different Approaches.

Authors: Jia, Zihao Lee, Philseok

Source: Organizational Research Methods. Apr2026, Vol. 29 Issue 2, p238-258. 21p.

A domain specific BERT model for identifying AI disclosures in Islamic banking.

Authors: Zafar, Muhammad Bilal¹ (AUTHOR) bilalezafar@gmail.com

Source: Discover Analytics. 4/1/2026, Vol. 4 Issue 1, p1-12. 12p.

Advanced Insurance Risk Modeling for Pseudo-New Customers Using Balanced Ensembles and Transformer Architectures.

Authors: Solly, Finn L. Soriano-Gonzalez, Raquel Juan, Angel A. et al.

Source: Risks. Apr2026, Vol. 14 Issue 4, p91. 24p.

Protein Function Prediction with Pretrained Transformers: Performance, Pitfalls, and Practical Guidance.

Authors: Roy, Kushal Raj¹ (AUTHOR) kroy3@uh.edu

Source: EuroBiotech Journal. Apr2026, Vol. 10 Issue 2, p35-45. 11p.

Multi-Channel Fidelity Modeling of Transformer-Based Language Systems for Biomedical Translation under a Signal Processing Framework.

Authors: Zhu, Jing¹ (AUTHOR) smilinglemon@126.com

Source: Traitement du Signal. Apr2026, Vol. 43 Issue 2, p981-990. 10p.

Lightweight Deep Neural Network–Based Image Style Transfer for Pattern Design.

Authors: Huo, Wentao¹ (AUTHOR) 15930926511@163.com

Source: Traitement du Signal. Apr2026, Vol. 43 Issue 2, p811-820. 10p.

A Privacy-Preserving Federated Swin Transformer V2 Framework with Explainable Artificial Intelligence for Skin Lesion Classification.

Authors: Sharmila, Varadan Ezhumalai, Periyathambi Shalini, Shanker et al.

Source: Ingénierie des Systèmes d'Information. Apr2026, Vol. 31 Issue 4, p1197-1215. 19p.

Hybrid network of convolutional neural networks and transformer for metal debris imaging with electrostatic tomography.

Authors: Wang, Ying Liu, Xianglong Li, Danyang et al.

Source: Insight: Non-Destructive Testing & Condition Monitoring. Jun2026, Vol. 68 Issue 6, p380-388. 9p.

Subjects: Convolutional neural networks, Transformer models, Tomography, Artificial neural networks, Inverse problems

RPAFormer: Building Extraction with Relative Position Aggregated Transformer.

Authors: Xing, Juehui Yao, Siyuan Zhu, Zhongyi et al.

Source: Remote Sensing. Jun2026, Vol. 18 Issue 11, p1849. 21p.

Subjects: Transformer models, Remote sensing, Spatial arrangement, Urban planning, Image segmentation

MAFT: A Lightweight Network for Martian Rock Segmentation Based on an Adaptive Frequency Transformer.

Authors: Li, Chu Jia, Yutong Wan, Gang et al.

Source: Remote Sensing. Jun2026, Vol. 18 Issue 11, p1794. 29p.

Subjects: Image segmentation, Transformer models, Mars rovers, Obstacle avoidance (Robotics), Artificial neural networks, Dust storms

Transformer-based hybrid classification for plant leaf disease detection using vision transformer, principal component analysis, and support vector machine.

Authors: Abbigeri, Vijayalakshmi S. Devanagavi, Geetha D.

Source: International Journal of Electrical & Computer Engineering (2088-8708). Jun2026, Vol. 16 Issue 3, p1399-1406. 8p.

Subjects: Transformer models, Principal components analysis, Foliar diagnosis, Precision farming, Classification algorithms, Support vector machines, Agricultural technology, Feature extraction

Hybrid convolutional neural network-transformer models for liver tumor segmentation: a comprehensive review.

Authors: Attiya, Ibrahim Mohamed Thabet, Mostafa Kaseb, Mostafa R.

Source: International Journal of Electrical & Computer Engineering (2088-8708). Jun2026, Vol. 16 Issue 3, p1382-1398. 17p.

Subjects: Transformer models, Liver tumors, Artificial intelligence, Computer-assisted image analysis (Medicine), Machine learning, Liver disease diagnosis, Deep learning

GAN-augmented vision transformer with balanced synthetic data generation for robust rice leaf disease detection.

Authors: Islam, Saiful Akhtar, Md. Nasim Hassan, M. Mahadi et al.

Source: International Journal of Electrical & Computer Engineering (2088-8708). Jun2026, Vol. 16 Issue 3, p1307-1318. 12p.

Subjects: Generative adversarial networks, Transformer models, Data augmentation, Edge computing, Rice diseases & pests, Agricultural technology, Deep learning

Transformer-Based question answering systems for higher education: A comparative study of Turkish and multilingual models.

Alternate Title: Yükseköğretim için transformer tabanlı soru-cevap sistemleri: Türkçe ve çok dilli modellerin karşılaştırmalı bir incelemesi.

Authors: Sazak, Halenur Kotan, Muhammed

Source: Pamukkale University Journal of Engineering Sciences. 2026, Vol. 32 Issue 3, p529-536. 8p.

Subjects: Question answering systems, Transformer models, Language models, Higher education