Visualizing Deep Learning-Based Radio Modulation Classifier

Learning and Visualizing Modulation Discriminative Radio Signal Features

Deep learning-based CAD systems for mammography: A review article

Breast cancer is one of the most common types of cancer in women. Screening mammography is a low‑dose X‑ray examination of breasts, which is conducted to detect breast cancer at early stages when the cancerous tumor is too small to be felt as a lump. Screening mammography is conducted for women with no symptoms of breast cancer, for early detection of cancer when the cancer is most treatable an...

Operation Scheduling of MGs Based on Deep Reinforcement Learning Algorithm

: In this paper, the operation scheduling of Microgrids (MGs), including Distributed Energy Resources (DERs) and Energy Storage Systems (ESSs), is proposed using a Deep Reinforcement Learning (DRL) based approach. Due to the dynamic characteristic of the problem, it firstly is formulated as a Markov Decision Process (MDP). Next, Deep Deterministic Policy Gradient (DDPG) algorithm is presented t...

Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models

With the availability of large databases and recent improvements in deep learning methodology, the performance of AI systems is reaching, or even exceeding, the human level on an increasing number of complex tasks. Impressive examples of this development can be found in domains such as image classification, sentiment analysis, speech understanding or strategic game playing. However, because of ...

Visualizing Deep Learning Activations for Improved Malaria Cell Classification

Malaria is a life-threatening disease caused by the parasites transmitted through the bite of the female Anopheles mosquito. Thick and thin film microscopic examinations of blood smears are the most commonly used and reliable methods for diagnosis, however, its accuracy depends on the smear quality and human expertise in classifying the normal and parasitemic cells. Manual examination can be bu...