Breast Cancer Classification of Histopathological Images using Deep Convolutional Neural Networks. - Athanasios Kanavos 001; Efstratios Kolovos; Orestis Papadimitriou; Manolis Maragoudakis (SEEDA-CECNSM, 2022)

Efficient comparison of sentence embeddings. - Spyros Zoupanos; Stratis Kolovos; Athanasios Kanavos 001; Orestis Papadimitriou; Manolis Maragoudakis (SETN, 2022)

Enhancing Disease Diagnosis: A CNN-Based Approach for Automated White Blood Cell Classification. - Athanasios Kanavos 001; Orestis Papadimitriou; Alexios Kaponis; Manolis Maragoudakis (IEEE Big Data, 2023)

Enhancing Sign Language Recognition Using Deep Convolutional Neural Networks. - Athanasios Kanavos 001; Orestis Papadimitriou; Phivos Mylonas; Manolis Maragoudakis (IISA, 2023)

Automated Pneumonia Detection from Chest X-Ray Images Using Deep Convolutional Neural Networks. - Orestis Papadimitriou; Athanasios Kanavos 001; Manolis Maragoudakis (IISA, 2023)

Classification of Alzheimer's Disease Subjects from MRI Using Deep Convolutional Neural Networks. - Orestis Papadimitriou; Athanasios Kanavos 001; Phivos Mylonas; Manolis Maragoudakis (NiDS (2), 2023)

Enhancing COVID-19 Diagnosis from Chest X-Ray Images Using Deep Convolutional Neural Networks. - Athanasios Kanavos 001; Orestis Papadimitriou; Manolis Maragoudakis (SMAP, 2023)

Advancing Weather Image Classification Using Deep Convolutional Neural Networks. - Orestis Papadimitriou; Athanasios Kanavos 001; Phivos Mylonas; Manolis Maragoudakis (SMAP, 2023)

Analyzing Deep Learning Techniques in Natural Scene Image Classification. - Athanasios Kanavos 001; Orestis Papadimitriou; Khalil Al-Hussaeni; Ioannis Karamitsos; Manolis Maragoudakis (IEEE Big Data, 2024)

Advancing Sentiment Analysis of IMDB Movie Reviews with a Hybrid Multinomial Naive Bayes and LSTM Approach. - Orestis Papadimitriou; Athanasios Kanavos 001; Gerasimos Vonitsanos; Manolis Maragoudakis; Phivos Mylonas (NiDS, 2024)

Advanced CNN Architectures for Improved Garbage Image Classification: An In-depth Evaluation. - Athanasios Kanavos 001; Orestis Papadimitriou; Gerasimos Vonitsanos; Manolis Maragoudakis; Phivos Mylonas (SEEDA-CECNSM, 2024)

Enhancing Emotion Classification with a Hybrid BERT and CNN Architecture. - Orestis Papadimitriou; Athanasios Kanavos 001; Gerasimos Vonitsanos; Manolis Maragoudakis; Panagiotis Karkazis; Phivos Mylonas (SMAP, 2024)

Real-Time Detection of Face Mask Usage Using Convolutional Neural Networks. - Athanasios Kanavos 001; Orestis Papadimitriou; Khalil Al-Hussaeni; Manolis Maragoudakis; Ioannis Karamitsos (Comput., 2024)

Fine-Tuning BERT for Robust Sentiment Classification of IMDb Reviews. - Orestis Papadimitriou; Khalil Al-Hussaeni; Ioannis Karamitsos; Manolis Maragoudakis (AIAI Workshops (2), 2025)