| 2024-03-26 | Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods | Journal Of Big Data | Huanjing Wang, Qianxin Liang, John Hancock et al. | 633 | cites it |
| 2021-01-14 | Machine learning with explainability or spatial hedonics tools? An analysis of the asking prices in the housing market in Alicante, Spain | Expert Systems with Applications | Juan Ramón Rico-Juan, Paloma Taltavull de La Paz | 137 | cites it |
| 2022-12-05 | Prediction of Alzheimer's progression based on multimodal Deep-Learning-based fusion and visual Explainability of time-series data | Information Fusion | Nasir Rahim, Shaker El–Sappagh, Sajid Ali et al. | 122 | cites it |
| 2021-03-27 | Diagnosis and prognosis of mental disorders by means of EEG and deep learning: a systematic mapping study | Artificial Intelligence Review | Manuel J. Rivera, Miguel Ángel Teruel, Alejandro Maté et al. | 104 | cites it |
| 2023-06-21 | RamanNet: a generalized neural network architecture for Raman spectrum analysis | Neural Computing and Applications | Nabil Ibtehaz, Muhammad E. H. Chowdhury, Amith Abdullah Khandakar et al. | 48 | cites it |
| 2022-06-28 | Explainable inflation forecasts by machine learning models | Expert Systems with Applications | Serkan Aras, Paulo J.G. Lisboa | 37 | cites it |
| 2023-03-14 | A mobile application using automatic speech analysis for classifying Alzheimer's disease and mild cognitive impairment | Computer Speech & Language | Yasunori Yamada, Kaoru Shinkawa, Miyuki Nemoto et al. | 31 | cites it |
| 2022-09-20 | Lifecycle research of social media rumor refutation effectiveness based on machine learning and visualization technology | Information Processing & Management | Zongmin Li, Xinyu Du, Ye Zhao et al. | 30 | cites it |
| 2025-07-11 | A comprehensive survey on machine learning for workplace injury analysis: risk prediction, return to work strategies, and demographic insights | Journal Of Big Data | Gonzalo A. Vivian, Richard A. Bauder, Taghi M. Khoshgoftaar | 17 | cites it |
| 2024-04-01 | Study regarding the influence of a student’s personality and an LMS usage profile on learning performance using machine learning techniques | Applied Intelligence | Juan Ramón Rico-Juan, Cristina Cachero, Hermenegilda Macià | 16 | cites it |
| 2024-12-04 | Explainable hybrid tabular Variational Autoencoder and feature Tokenizer Transformer for depression prediction | Expert Systems with Applications | Vinh Quang Tran, Haewon Byeon | 16 | cites it |
| 2023-11-20 | Fundamental period estimation of RC buildings by considering structural and non-structural damage distributions through neural network | Neural Computing and Applications | Ömer Faruk Çınar, Alper Aldemir, Altan Zervent et al. | 9 | cites it |
| 2025-04-11 | Data-driven approaches for predicting Tommy John Surgery risk in major league baseball pitchers | Journal Of Big Data | Bosuk Kang, Minsu Park, Angel Pasqual del Pobil et al. | 8 | cites it |
| 2026-06-03 | Unveiling structural patterns of global budget transparency using advanced machine learning and explainable artificial intelligence frameworks | Economics of Governance | Sadullah Çelik, Sercan Yavan, Gamze ÇİMEN | 7 | cites it |
| 2022-03-12 | Learning of physically significant features from earth observation data: an illustration for crop classification and irrigation scheme detection | Neural Computing and Applications | Pattathal Vijayakumar Arun, Arnon Karnieli | 5 | cites it |
| 2025-11-03 | Achieving faithful explainability in feedforward neural networks through accurately computed feature attribution | Neural Networks | Jose L. Carles-Bou, Enrique J. Carmona | 5 | cites it |
| 2025-12-25 | Towards integration of privacy enhancing technologies in explainable artificial intelligence | Knowledge-Based Systems | Sonal Allana, Rozita A. Dara, Xiaodong Lin et al. | 5 | cites it |
| 2025-07-30 | Labeling issues through semantic patterns in open-source Agile practices | Knowledge-Based Systems | Nevena Ranković, Dragica Ranković | 4 | cites it |
| 2026-02-07 | Does uncertainty always harm the creditor’s interest? | Annals of Operations Research | Sami Ben Jabeur, Sabri Boubaker, Pedro Carmona et al. | 0 | cites it |
| 2026-04-01 | Effective adversarial example detection with DeepSHAP summary | Neural Computing and Applications | Yi-Ching Lin, Fang Yu | 0 | cites it |
| 2026-06-01 | Enhancing multi-class satellite image classification with MRCL-ELM: a hybrid explainable deep learning approach | Neural Computing and Applications | Md Ashik Ahmmed, Rashel Mahmud Rabbi, Md Shafiuzzaman et al. | 0 | cites it |
| 2026-08-01 | A probabilistic dual-stream deep learning framework for multi-stage renal cell carcinoma classification from CT images | Neural Computing and Applications | Anindita Khade, Gaurav Keshari, Karan Nadar | 0 | cites it |