Eugenio Vocaturo

77 papers B 8C 9Journal 18Unranked 40
YearRankTypeTitle / Venue / Authors
2026 — conf
Interpretable AI for Skin Screening: MultiExCam for Melanoma, Basal Cell Carcinoma and Benign Nevi Classification.
EDBT/ICDT Workshops
Maira Aracne, Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano
2026 J jnl
MultiExCam: A multi approach and explainable artificial intelligence architecture for skin lesion classification.
Comput. Methods Programs Biomed.
Tommaso Ruga, Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano
2025 B conf
A Conversational Agent for Rare Eye Disease Knowledge Support in Local Italian Healthcare Contexts: The ELENA Framework.
IEEE Big Data
Tommaso Ruga, Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano
2025 J jnl
A Review on AI Approaches in Elderly fall Monitoring Systems: Taxonomies, Challenges, and Open Issues.
Cogn. Comput.
Shahab S. Band, Meghdad Biyari, Chung-Chian Hsu, Tommaso Ruga, Ester Zumpano, Luciano Caroprese, Eugenio Vocaturo, Iman Dehzangi, Bharat S. Rawal, Huey-Wen Liang
2025 — conf
AdaptiveGait: A Fair-by-Design Architecture for Gait-Aware Fall Detection in Smart Walkers.
BIBM
Tommaso Ruga, Ester Zumpano, Luciano Caroprese, Eugenio Vocaturo
2025 — conf
Benchmarking Active Learning Techniques: Insights from Multi-Domain Fake News Detection.
SEBD
Sergio Flesca, Marco Gagliardi, Danilo Maurmo, Francesco Scala, Eugenio Vocaturo
2025 — conf
Bias in Dermatological Datasets: A Critical Analysis of the Underrepresentation of Dark Skin Tones in Melanoma Classification Images.
ICCS (Workshops 1)
Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo, Luciano Caroprese, Caterina Arlia
2025 J jnl
BrAInVision: A hybrid explainable Artificial Intelligence framework for brain MRI analysis.
Image Vis. Comput.
Marco Gagliardi, Danilo Maurmo, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano
2025 J jnl
Lightweight and hybrid transformer-based solution for quick and reliable deepfake detection.
Frontiers Big Data
Geeta Rani, Atharv Kothekar, Shawn George Philip, Vijaypal Singh Dhaka, Ester Zumpano, Eugenio Vocaturo
2025 J jnl
Machine learning approach to gait analysis for Parkinson's disease detection and severity classification.
Frontiers Robotics AI
Rohit Mittal, Nikunj Agarwal, Manan Dubey, Vibhakar Pathak, Praveen Shukla, Geeta Rani, Eugenio Vocaturo, Ester Zumpano
2025 B conf
Towards an Integrated AI Pipeline for Disease Diagnosis and Quality Assessment in Coffee Production.
IEEE Big Data
Geeta Rani, Vijaypal Singh Dhaka, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano
2025 — conf
Underrepresentation of Dark Skin Tone in Skin Lesion Datasets: The Role of the Explainable Techniques in Assessing the Bias.
ADBIS (Short Papers)
Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo, Luciano Caroprese
2024 B conf
AI Image-based Systems for Enhancing the Cultural Tourism Experience.
IEEE Big Data
Fiorella Folino, Maria Francesca Foresta, Danilo Maurmo, Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo
2024 B conf
Boosting Agricultural Diagnostics: Cassava Disease Detection with Transfer Learning and Explainable AI.
IEEE Big Data
Danilo Maurmo, Marco Gagliardi, Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo
2024 — conf
Explainable Deep Learning for Chest X-Ray Classification.
BIBM
Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano
2024 J jnl
Forecasting of mobile network traffic and spatio-temporal analysis using modLSTM.
Mach. Learn.
Vidyadhar Jinnappa Aski, Rugved Sanjay Chavan, Vijaypal Singh Dhaka, Geeta Rani, Ester Zumpano, Eugenio Vocaturo
2024 — conf
On the Role of LLM to Forecast the Next Pandemic.
BIBM
Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano
2023 B conf
A focused review of ANN-based models for Predicting Absorption Maxima (λmax) of Dyes.
IEEE Big Data
Geeta Rani, Neeraj Tomar, Vijaypal Singh Dhaka, Praveen K. Surolia, Eugenio Vocaturo, Ester Zumpano
2023 B conf
AI-Driven Agriculture: Opportunities and Challenges.
IEEE Big Data
Eugenio Vocaturo, Geeta Rani, Vijaypal Singh Dhaka, Ester Zumpano
2023 J jnl
Conditional Generative Adversarial Network Model for Conversion of 2 Dimensional Radiographs Into 3 Dimensional Views.
IEEE Access
Nitesh Pradhan, Vijaypal Singh Dhaka, Geeta Rani, Vivek Pradhan, Eugenio Vocaturo, Ester Zumpano
2023 B conf
Crop Loss Estimation in Maize Agriculture: A Deep Learning Perspective.
IEEE Big Data
Geeta Rani, Vijaypal Singh Dhaka, Eugenio Vocaturo, Ester Zumpano
2023 — conf
Federated Learning Applications for Breast Cancer.
BIBM
Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano
2023 J jnl
Low-Cost Multisensory Robot for Optimized Path Planning in Diverse Environments.
Comput.
Rohit Mittal, Geeta Rani, Vibhakar Pathak, Sonam Chhikara, Vijaypal Singh Dhaka, Eugenio Vocaturo, Ester Zumpano
2023 — conf
Lung Cancer Detection via Federated Learning.
BIBM
Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano
2023 J jnl
Molecular Structure-Based Prediction of Absorption Maxima of Dyes Using ANN Model.
Big Data Cogn. Comput.
Neeraj Tomar, Geeta Rani, Vijaypal Singh Dhaka, Praveen K. Surolia, Kalpit Gupta, Eugenio Vocaturo, Ester Zumpano
2023 — conf
Multiple Instance Learning for Diabetic Retinopathy Detection.
SEBD
Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano
2023 C conf
On Detection of Diabetic Retinopathy via Multiple Instance Learning.
IDEAS
Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano
2023 — conf
Revealing Brain Tumor with Federated Learning.
BIBM
Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano
2023 J jnl
Role of Internet of Things and Deep Learning Techniques in Plant Disease Detection and Classification: A Focused Review.
Sensors
Vijaypal Singh Dhaka, Nidhi Kundu, Geeta Rani, Ester Zumpano, Eugenio Vocaturo
2022 J jnl
A heuristic approach for multiple instance learning by linear separation.
Soft Comput.
Antonio Fuduli, Manlio Gaudioso, Walaa Khalaf, Eugenio Vocaturo
2022 J jnl
A multi-modal bone suppression, lung segmentation, and classification approach for accurate COVID-19 detection using chest radiographs.
Intell. Syst. Appl.
Geeta Rani, Ankit Misra, Vijaypal Singh Dhaka, Deepak Buddhi, Ravindra Kumar Sharma, Ester Zumpano, Eugenio Vocaturo
2022 — ch.
AI for the Detection of the Diabetic Retinopathy.
Integrating Artificial Intelligence and IoT for Advanced Health Informatics
Eugenio Vocaturo, Ester Zumpano
2022 J jnl
Argumentation approaches for explanaible AI in medical informatics.
Intell. Syst. Appl.
Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano
2022 — conf
Assembling Fragments of Ancient Papyrus via Artificial Intelligence.
PerSOM
Eugenio Vocaturo, Ester Zumpano
2022 — conf
Fake News Detection on COVID 19 tweets via Supervised Learning Approach.
BIBM
Maria Cevallos, Matteo De Biase, Eugenio Vocaturo, Ester Zumpano
2022 J jnl
KUB-UNet: Segmentation of Organs of Urinary System from a KUB X-ray Image.
Comput. Methods Programs Biomed.
Geeta Rani, Priyam Thakkar, Akshat Verma, Vanshika Mehta, Rugved Chavan, Vijaypal Singh Dhaka, Ravindra Kumar Sharma, Eugenio Vocaturo, Ester Zumpano
2022 — conf
Machine Learning Techniques on X-ray Images for Covid-19 Classification.
WI/IAT
Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano
2022 — conf
Multiple Instance Learning for viral pneumonia chest X-ray Classification.
SEBD
Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano
2022 J jnl
On forecasting non-renewable energy production with uncertainty quantification: A case study of the Italian energy market.
Expert Syst. Appl.
Sergio Flesca, Francesco Scala, Eugenio Vocaturo, Francesco Zumpano
2022 C conf
Poster SIMPATICO 3D.
ISCC
Ester Zumpano, Pasquale Iaquinta, Luciano Caroprese, Giuseppe Lucio Cascini, Francesco Dattola, Ivana Pellegrino, Miriam Iusi, Pierangelo Veltri, Eugenio Vocaturo
2022 J jnl
Process mining applications in the healthcare domain: A comprehensive review.
WIREs Data Mining Knowl. Discov.
Antonella Guzzo, Antonino Rullo, Eugenio Vocaturo
2022 J jnl
Spatial feature and resolution maximization GAN for bone suppression in chest radiographs.
Comput. Methods Programs Biomed.
Geeta Rani, Ankit Misra, Vijaypal Singh Dhaka, Ester Zumpano, Eugenio Vocaturo
2021 — conf
A Multiple Instance Learning Approach for the Automatic Classification of Skin Lesions (Discussion Paper).
SEBD
Eugenio Vocaturo, Ester Zumpano, Giovanni Giallombardo, Giovanna Miglionico
2021 — conf
Artificial Intelligence approaches on Ultrasound for Breast Cancer Diagnosis.
BIBM
Eugenio Vocaturo, Ester Zumpano
2021 — conf
Convolutional Neural Network Techniques on X-ray Images for Covid-19 Classification.
BIBM
Eugenio Vocaturo, Ester Zumpano, Luciano Caroprese
2021 B conf
Diabetic Retinopathy Images Classification via Multiple Instance Learning.
CHASE
Eugenio Vocaturo, Ester Zumpano
2021 — conf
ECG Analysis via Machine Learning Techniques: News and Perspectives.
BIBM
Eugenio Vocaturo, Ester Zumpano
2021 C conf
Viral pneumonia images classification by Multiple Instance Learning: preliminary results.
IDEAS
Ester Zumpano, Antonio Fuduli, Eugenio Vocaturo, Matteo Avolio
2020 — conf
A Mobile Application for the Enhancement of POIs in Calabria.
VIPERC@IRCDL
Anna Berlino, Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano
2020 — conf
Automatic Detection of Dysplastic Nevi: A Multiple Instance Learning Solution.
SEBD
Eugenio Vocaturo, Ester Zumpano
2020 J jnl
Classification in the multiple instance learning framework via spherical separation.
Soft Comput.
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico, Eugenio Vocaturo
2020 C conf
DC-SMIL: a multiple instance learning solution via spherical separation for automated detection of displastyc nevi.
IDEAS
Eugenio Vocaturo, Ester Zumpano, Giovanni Giallombardo, Giovanna Miglionico
2020 — conf
Machine Learning Opportunities for Automatic Tongue Diagnosis Systems.
BIBM
Eugenio Vocaturo, Ester Zumpano
2020 C conf
Multiple Instance Learning approaches for Melanoma and Dysplastic Nevi images classification.
ICMLA
Eugenio Vocaturo, Ester Zumpano
2020 — conf
On the Development of a Tool for Tongue Images Analysis.
BIBM
Eugenio Vocaturo, Ester Zumpano
2020 — conf
Smart Apps for Risk Assessment of Skin Cancer.
WI/IAT
Eugenio Vocaturo, Ester Zumpano
2020 — conf
Supporting the Diagnosis of Dysplastic Nevi Syndrome via Multiple Instance Learning approaches.
AAI4H@ECAI
Eugenio Vocaturo, Ester Zumpano
2020 — conf
The contribution of AI in the detection of the Diabetic Retinopathy.
BIBM
Eugenio Vocaturo, Ester Zumpano
2019 — conf
Augmented Reality for the Enhancement of Archaeological Heritage: a Calabrian Experience (short paper).
VIPERC@IRCDL
Anna Berlino, Luciano Caroprese, Antonio La Marca, Eugenio Vocaturo, Ester Zumpano
2019 — conf
Dangerousness of dysplastic nevi: a Multiple Instance Learning Solution for Early Diagnosis.
BIBM
Eugenio Vocaturo, Ester Zumpano
2019 — conf
Educational Games for Cultural Heritage.
VIPERC@IRCDL
Eugenio Vocaturo, Ester Zumpano, Luciano Caroprese, Saverio Mario Pagliuso, Divina Lappano
2019 — conf
Features for Melanoma Lesions: Extraction and Classification.
WI (Companion)
Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano
2019 — conf
Machine Learning Techniques for Automated Melanoma Detection.
BIBM
Eugenio Vocaturo, Diego Perna, Ester Zumpano
2019 — conf
Multiple Instance Learning Algorithm for Medical Image Classification.
SEBD
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo
2019 C conf
On discovering relevant features for tongue colored image analysis.
IDEAS
Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri
2019 C conf
On the Usefulness of Pre-Processing Step in Melanoma Detection Using Multiple Instance Learning.
FQAS
Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri
2019 C conf
SIMPATICO 3D Mobile for Diagnostic Procedures.
iiWAS
Ester Zumpano, Pasquale Iaquinta, Luciano Caroprese, Francesco Dattola, Giuseppe Tradigo, Pierangelo Veltri, Eugenio Vocaturo
2018 C conf
A Multiple Instance Learning Algorithm for Color Images Classification.
IDEAS
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo
2018 — conf
Deep Learning Techniques for Electronic Health Record Analysis.
IISA
Luciano Caroprese, Pierangelo Veltri, Eugenio Vocaturo, Ester Zumpano
2018 — conf
Features for Melanoma Lesions Characterization in Computer Vision Systems.
IISA
Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri
2018 — conf
Image pre-processing in computer vision systems for melanoma detection.
BIBM
Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri
2018 — conf
SIMPATICO 3D: A Medical Information System for Diagnostic Procedures.
BIBM
Ester Zumpano, Pasquale Iaquinta, Luciano Caroprese, Giuseppe Lucio Cascini, Francesco Dattola, Pasquale Franco, Miriam Iusi, Pierangelo Veltri, Eugenio Vocaturo
2017 — conf
On a recent algorithm for multiple instance learning. Preliminary applications in image classification.
BIBM
Annabella Astorino, Antonio Fuduli, Pierangelo Veltri, Eugenio Vocaturo
2017 — conf
On the use of Networks in Biomedicine.
FNC/MobiSPC
Eugenio Vocaturo, Pierangelo Veltri
2016 — ch.
A New ICT Based Model for Wellness and Health Care.
Advances in Neural Networks
Domenico Mirarchi, Patrizia Vizza, Eugenio Vocaturo, Pietro Hiram Guzzi, Pierangelo Veltri
2016 — conf
SINSE+: a software for the acquisition and analysis of open data in health and social area.
SEBD
Lidia Federico, Pasquale Franco, Antonio Minelli, Alessandra Perri, Luciano Caroprese, Rocco Picarelli, Giuseppe Tradigo, Eugenio Vocaturo, Francesco Dattola, Alfredo Fortunato, Pasquale Lambardi, Sara Laurita, Ivana Pellegrino, Alfredo Garro, Andrea Pugliese, Andrea Tagarelli, Pierangelo Veltri, Ester Zumpano
2015 — conf
Voice signal features analysis and classification: looking for new diseases related parameters.
BCB
Giuseppe Tradigo, Barbara Calabrese, Manuela Macrí, Eugenio Vocaturo, Nicola Lombardo, Pierangelo Veltri