Athanasios Kanavos

21 papers B 3Journal 4Unranked 14
YearRankTypeTitle / Venue / Authors
2025 — conf
Designing and Regularizing Deep CNN Architectures for Dog Versus Cat Image Classification.
NiDS (1)
Athanasios Kanavos, Gerasimos Vonitsanos, Manolis Maragoudakis, Phivos Mylonas
2025 B conf
Do Deeper Layers Explain Better? An LID-Based Study of Transformer Explainability.
IEEE Big Data
Nikolaos Roufas, Athanasios Kanavos, Ioannis Karamitsos, Khalil Al-Hussaeni, Manolis Maragoudakis
2025 — conf
Integrating Attention Mechanisms into Convolutional Neural Networks for Image Classification.
SEEDA-CECNSM
Gerasimos Vonitsanos, Emmanouela-Electra Economopoulou, Spyros Sioutas, Athanasios Kanavos, Phivos Mylonas
2025 J jnl
LegNER: a domain-adapted transformer for legal named entity recognition and text anonymization.
Frontiers Artif. Intell.
Ioannis Karamitsos, Nikolaos Roufas, Khalil Al-Hussaeni, Athanasios Kanavos
2025 J jnl
Optimized Neural Network Architectures for Brain Tumor Classification and Precision Medicine.
Int. J. Artif. Intell. Tools
Orestis Papadimitriou, Athanasios Kanavos, Manolis Maragoudakis, Ioannis Karamitsos
2025 — conf
Thyroid Nodule Classification Using Convolutional Neural Networks in Ultrasound Imaging.
AIAI Workshops (2)
Athanasios Kanavos, Ioannis Karamitsos, Manolis Maragoudakis
2024 — conf
A Comparative Study of Sentiment Analysis on Twitter and Reddit Using Deep Learning Techniques.
ICACS
Orestis Papadimitriou, Athanasios Kanavos, Manolis Maragoudakis, Vassilis C. Gerogiannis
2024 — conf
Advanced CNN Architectures for Improved Garbage Image Classification: An In-depth Evaluation.
SEEDA-CECNSM
Athanasios Kanavos, Orestis Papadimitriou, Gerasimos Vonitsanos, Manolis Maragoudakis, Phivos Mylonas
2024 — conf
Advancing Sentiment Analysis of IMDB Movie Reviews with a Hybrid Multinomial Naive Bayes and LSTM Approach.
NiDS
Orestis Papadimitriou, Athanasios Kanavos, Gerasimos Vonitsanos, Manolis Maragoudakis, Phivos Mylonas
2024 B conf
Analyzing Deep Learning Techniques in Natural Scene Image Classification.
IEEE Big Data
Athanasios Kanavos, Orestis Papadimitriou, Khalil Al-Hussaeni, Ioannis Karamitsos, Manolis Maragoudakis
2024 — conf
Enhancing Emotion Classification with a Hybrid BERT and CNN Architecture.
SMAP
Orestis Papadimitriou, Athanasios Kanavos, Gerasimos Vonitsanos, Manolis Maragoudakis, Panagiotis Karkazis, Phivos Mylonas
2024 J jnl
Real-Time Detection of Face Mask Usage Using Convolutional Neural Networks.
Comput.
Athanasios Kanavos, Orestis Papadimitriou, Khalil Al-Hussaeni, Manolis Maragoudakis, Ioannis Karamitsos
2023 — conf
Advancing Weather Image Classification Using Deep Convolutional Neural Networks.
SMAP
Orestis Papadimitriou, Athanasios Kanavos, Phivos Mylonas, Manolis Maragoudakis
2023 — conf
Automated Pneumonia Detection from Chest X-Ray Images Using Deep Convolutional Neural Networks.
IISA
Orestis Papadimitriou, Athanasios Kanavos, Manolis Maragoudakis
2023 — conf
Classification of Alzheimer's Disease Subjects from MRI Using Deep Convolutional Neural Networks.
NiDS (2)
Orestis Papadimitriou, Athanasios Kanavos, Phivos Mylonas, Manolis Maragoudakis
2023 — conf
Enhancing COVID-19 Diagnosis from Chest X-Ray Images Using Deep Convolutional Neural Networks.
SMAP
Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis
2023 B conf
Enhancing Disease Diagnosis: A CNN-Based Approach for Automated White Blood Cell Classification.
IEEE Big Data
Athanasios Kanavos, Orestis Papadimitriou, Alexios Kaponis, Manolis Maragoudakis
2023 — conf
Enhancing Sign Language Recognition Using Deep Convolutional Neural Networks.
IISA
Athanasios Kanavos, Orestis Papadimitriou, Phivos Mylonas, Manolis Maragoudakis
2022 — conf
Breast Cancer Classification of Histopathological Images using Deep Convolutional Neural Networks.
SEEDA-CECNSM
Athanasios Kanavos, Efstratios Kolovos, Orestis Papadimitriou, Manolis Maragoudakis
2022 — conf
Efficient comparison of sentence embeddings.
SETN
Spyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis
2022 J jnl
Efficient comparison of sentence embeddings.
CoRR
Spyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis