Athanasios Kanavos

According to our database, Athanasios Kanavos authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Thyroid Nodule Classification Using Convolutional Neural Networks in Ultrasound Imaging.

Athanasios Kanavos, Ioannis Karamitsos, Manolis Maragoudakis

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2025 IFIP WG 12.5 International Workshops, 2025

2024

Real-Time Detection of Face Mask Usage Using Convolutional Neural Networks.

Athanasios Kanavos, Orestis Papadimitriou, Khalil Al-Hussaeni, Manolis Maragoudakis, Ioannis Karamitsos

Comput., July, 2024

Enhancing Emotion Classification with a Hybrid BERT and CNN Architecture.

Orestis Papadimitriou, Athanasios Kanavos, Gerasimos Vonitsanos, Manolis Maragoudakis, Panagiotis Karkazis, Phivos Mylonas

Proceedings of the 19th International Workshop on Semantic and Social Media Adaptation & Personalization, 2024

Advanced CNN Architectures for Improved Garbage Image Classification: An In-depth Evaluation.

Athanasios Kanavos, Orestis Papadimitriou, Gerasimos Vonitsanos, Manolis Maragoudakis, Phivos Mylonas

Proceedings of the 9th South-East Europe Design Automation, 2024

Advancing Sentiment Analysis of IMDB Movie Reviews with a Hybrid Multinomial Naive Bayes and LSTM Approach.

Orestis Papadimitriou, Athanasios Kanavos, Gerasimos Vonitsanos, Manolis Maragoudakis, Phivos Mylonas

Proceedings of the Novel and Intelligent Digital Systems: Proceedings of the 4th International Conference, 2024

Analyzing Deep Learning Techniques in Natural Scene Image Classification.

Athanasios Kanavos, Orestis Papadimitriou, Khalil Al-Hussaeni, Ioannis Karamitsos, Manolis Maragoudakis

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Advancing Weather Image Classification Using Deep Convolutional Neural Networks.

Orestis Papadimitriou, Athanasios Kanavos, Phivos Mylonas, Manolis Maragoudakis

Proceedings of the 18th International Workshop on Semantic and Social Media Adaptation and Personalization, 2023

Enhancing COVID-19 Diagnosis from Chest X-Ray Images Using Deep Convolutional Neural Networks.

Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis

Proceedings of the 18th International Workshop on Semantic and Social Media Adaptation and Personalization, 2023

Classification of Alzheimer's Disease Subjects from MRI Using Deep Convolutional Neural Networks.

Orestis Papadimitriou, Athanasios Kanavos, Phivos Mylonas, Manolis Maragoudakis

Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 3rd International Conference (NiDS 2023), 2023

Automated Pneumonia Detection from Chest X-Ray Images Using Deep Convolutional Neural Networks.

Orestis Papadimitriou, Athanasios Kanavos, Manolis Maragoudakis

Proceedings of the 14th International Conference on Information, 2023

Enhancing Sign Language Recognition Using Deep Convolutional Neural Networks.

Athanasios Kanavos, Orestis Papadimitriou, Phivos Mylonas, Manolis Maragoudakis

Proceedings of the 14th International Conference on Information, 2023

Enhancing Disease Diagnosis: A CNN-Based Approach for Automated White Blood Cell Classification.

Athanasios Kanavos, Orestis Papadimitriou, Alexios Kaponis, Manolis Maragoudakis

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Efficient comparison of sentence embeddings.

Spyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis

Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

Breast Cancer Classification of Histopathological Images using Deep Convolutional Neural Networks.

Athanasios Kanavos, Efstratios Kolovos, Orestis Papadimitriou, Manolis Maragoudakis

Proceedings of the 7th South-East Europe Design Automation, 2022