XSC—An eXplainable Image Segmentation and Classification Framework: A Case Study on Skin Cancer.
- Published in:
- Electronics (2079-9292), 2023, v. 12, n. 17, p. 3551, doi. 10.3390/electronics12173551
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- Publication type:
- Article
Works matching AU Pintelas, Emmanuel
Results: 14
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Explainable Feature Extraction and Prediction Framework for 3D Image Recognition Applied to Pneumonia Detection.
- Published in:
- Electronics (2079-9292), 2023, v. 12, n. 12, p. 2663, doi. 10.3390/electronics12122663
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- Publication type:
- Article
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Explainable Machine Learning Framework for Image Classification Problems: Case Study on Glioma Cancer Prediction.
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- Journal of Imaging, 2020, v. 6, n. 6, p. 1, doi. 10.3390/jimaging6060037
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- Publication type:
- Article
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Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM.
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- Journal of Imaging, 2023, v. 9, n. 10, p. 224, doi. 10.3390/jimaging9100224
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- Publication type:
- Article
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MobileNet-HeX: Heterogeneous Ensemble of MobileNet eXperts for Efficient and Scalable Vision Model Optimization.
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- Big Data & Cognitive Computing, 2025, v. 9, n. 1, p. 2, doi. 10.3390/bdcc9010002
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- Publication type:
- Article
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Weight-Constrained Neural Networks in Forecasting Tourist Volumes: A Case Study.
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- Electronics (2079-9292), 2019, v. 8, n. 9, p. 1005, doi. 10.3390/electronics8091005
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- Publication type:
- Article
7
A novel explainable image classification framework: case study on skin cancer and plant disease prediction.
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- Neural Computing & Applications, 2021, v. 33, n. 22, p. 15171, doi. 10.1007/s00521-021-06141-0
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- Publication type:
- Article
8
A novel validation framework to enhance deep learning models in time-series forecasting.
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- Neural Computing & Applications, 2020, v. 32, n. 23, p. 17149, doi. 10.1007/s00521-020-05169-y
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- Publication type:
- Article
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A CNN–LSTM model for gold price time-series forecasting.
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- Neural Computing & Applications, 2020, v. 32, n. 23, p. 17351, doi. 10.1007/s00521-020-04867-x
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- Publication type:
- Article
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TextNeX: Text Network of eXperts for Robust Text Classification—Case Study on Machine-Generated-Text Detection.
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- Mathematics (2227-7390), 2025, v. 13, n. 10, p. 1555, doi. 10.3390/math13101555
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- Publication type:
- Article
11
A Convolutional Autoencoder Topology for Classification in High-Dimensional Noisy Image Datasets.
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- Sensors (14248220), 2021, v. 21, n. 22, p. 7731, doi. 10.3390/s21227731
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- Publication type:
- Article
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Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques.
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- 2021
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- Publication type:
- journal article
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Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series.
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- Algorithms, 2020, v. 13, n. 5, p. 121, doi. 10.3390/a13050121
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- Publication type:
- Article
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A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box Intrinsic Interpretability.
- Published in:
- Algorithms, 2020, v. 13, n. 1, p. 17, doi. 10.3390/a13010017
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- Publication type:
- Article