Eugenio Vocaturo

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 58

Top Topics

Multiple Instance

Diabetic Retinopathy

Image Classification

Top Venues

Publications

Vidyadhar Jinnappa Aski, Rugved Sanjay Chavan, Vijaypal Singh Dhaka, Geeta Rani, Ester Zumpano, Eugenio Vocaturo
Forecasting of mobile network traffic and spatio-temporal analysis using modLSTM. Mach. Learn. 113 (4) (2024)
Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano
Revealing Brain Tumor with Federated Learning. BIBM (2023)
Geeta Rani, Neeraj Tomar, Vijaypal Singh Dhaka, Praveen K. Surolia, Eugenio Vocaturo, Ester Zumpano
A focused review of ANN-based models for Predicting Absorption Maxima (λmax) of Dyes. BigData (2023)
Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano
On Detection of Diabetic Retinopathy via Multiple Instance Learning. IDEAS (2023)
Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano
Multiple Instance Learning for Diabetic Retinopathy Detection. SEBD (2023)
Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano
Federated Learning Applications for Breast Cancer. BIBM (2023)
Eugenio Vocaturo, Geeta Rani, Vijaypal Singh Dhaka, Ester Zumpano
AI-Driven Agriculture: Opportunities and Challenges. BigData (2023)
Neeraj Tomar, Geeta Rani, Vijaypal Singh Dhaka, Praveen K. Surolia, Kalpit Gupta, Eugenio Vocaturo, Ester Zumpano
Molecular Structure-Based Prediction of Absorption Maxima of Dyes Using ANN Model. Big Data Cogn. Comput. 7 (2) (2023)
Geeta Rani, Vijaypal Singh Dhaka, Eugenio Vocaturo, Ester Zumpano
Crop Loss Estimation in Maize Agriculture: A Deep Learning Perspective. BigData (2023)
Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano
Lung Cancer Detection via Federated Learning. BIBM (2023)
Nitesh Pradhan, Vijaypal Singh Dhaka, Geeta Rani, Vivek Pradhan, Eugenio Vocaturo, Ester Zumpano
Conditional Generative Adversarial Network Model for Conversion of 2 Dimensional Radiographs Into 3 Dimensional Views. IEEE Access 11 (2023)
Vijaypal Singh Dhaka, Nidhi Kundu, Geeta Rani, Ester Zumpano, Eugenio Vocaturo
Role of Internet of Things and Deep Learning Techniques in Plant Disease Detection and Classification: A Focused Review. Sensors 23 (18) (2023)
Rohit Mittal, Geeta Rani, Vibhakar Pathak, Sonam Chhikara, Vijaypal Singh Dhaka, Eugenio Vocaturo, Ester Zumpano
Low-Cost Multisensory Robot for Optimized Path Planning in Diverse Environments. Comput. 12 (12) (2023)
Sergio Flesca, Francesco Scala, Eugenio Vocaturo, Francesco Zumpano
On forecasting non-renewable energy production with uncertainty quantification: A case study of the Italian energy market. Expert Syst. Appl. 200 (2022)
Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano
Multiple Instance Learning for viral pneumonia chest X-ray Classification. SEBD (2022)
Geeta Rani, Ankit Misra, Vijaypal Singh Dhaka, Ester Zumpano, Eugenio Vocaturo
Spatial feature and resolution maximization GAN for bone suppression in chest radiographs. Comput. Methods Programs Biomed. 224 (2022)
Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano
Argumentation approaches for explanaible AI in medical informatics. Intell. Syst. Appl. 16 (2022)
Geeta Rani, Priyam Thakkar, Akshat Verma, Vanshika Mehta, Rugved Chavan, Vijaypal Singh Dhaka, Ravindra Kumar Sharma, Eugenio Vocaturo, Ester Zumpano
KUB-UNet: Segmentation of Organs of Urinary System from a KUB X-ray Image. Comput. Methods Programs Biomed. 224 (2022)
Eugenio Vocaturo, Ester Zumpano
Assembling Fragments of Ancient Papyrus via Artificial Intelligence. PerSOM (2022)
Antonella Guzzo, Antonino Rullo, Eugenio Vocaturo
Process mining applications in the healthcare domain: A comprehensive review. WIREs Data Mining Knowl. Discov. 12 (2) (2022)
Antonio Fuduli, Manlio Gaudioso, Walaa Khalaf, Eugenio Vocaturo
A heuristic approach for multiple instance learning by linear separation. Soft Comput. 26 (7) (2022)
Maria Cevallos, Matteo De Biase, Eugenio Vocaturo, Ester Zumpano
Fake News Detection on COVID 19 tweets via Supervised Learning Approach. BIBM (2022)
Geeta Rani, Ankit Misra, Vijaypal Singh Dhaka, Deepak Buddhi, Ravindra Kumar Sharma, Ester Zumpano, Eugenio Vocaturo
A multi-modal bone suppression, lung segmentation, and classification approach for accurate COVID-19 detection using chest radiographs. Intell. Syst. Appl. 16 (2022)
Ester Zumpano, Pasquale Iaquinta, Luciano Caroprese, Giuseppe Lucio Cascini, Francesco Dattola, Ivana Pellegrino, Miriam Iusi, Pierangelo Veltri, Eugenio Vocaturo
Poster SIMPATICO 3D. ISCC (2022)
Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano
Machine Learning Techniques on X-ray Images for Covid-19 Classification. WI/IAT (2022)
Eugenio Vocaturo, Ester Zumpano, Giovanni Giallombardo, Giovanna Miglionico
A Multiple Instance Learning Approach for the Automatic Classification of Skin Lesions (Discussion Paper). SEBD (2021)
Eugenio Vocaturo, Ester Zumpano
ECG Analysis via Machine Learning Techniques: News and Perspectives. BIBM (2021)
Eugenio Vocaturo, Ester Zumpano, Luciano Caroprese
Convolutional Neural Network Techniques on X-ray Images for Covid-19 Classification. BIBM (2021)
Ester Zumpano, Antonio Fuduli, Eugenio Vocaturo, Matteo Avolio
Viral pneumonia images classification by Multiple Instance Learning: preliminary results. IDEAS (2021)
Eugenio Vocaturo, Ester Zumpano
Artificial Intelligence approaches on Ultrasound for Breast Cancer Diagnosis. BIBM (2021)
Eugenio Vocaturo, Ester Zumpano
Diabetic Retinopathy Images Classification via Multiple Instance Learning. CHASE (2021)
Eugenio Vocaturo, Ester Zumpano
Multiple Instance Learning approaches for Melanoma and Dysplastic Nevi images classification. ICMLA (2020)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico, Eugenio Vocaturo
Classification in the multiple instance learning framework via spherical separation. Soft Comput. 24 (7) (2020)
Eugenio Vocaturo, Ester Zumpano
Smart Apps for Risk Assessment of Skin Cancer. WI/IAT (2020)
Anna Berlino, Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano
A Mobile Application for the Enhancement of POIs in Calabria. VIPERC@IRCDL (2020)
Eugenio Vocaturo, Ester Zumpano
Machine Learning Opportunities for Automatic Tongue Diagnosis Systems. BIBM (2020)
Eugenio Vocaturo, Ester Zumpano, Giovanni Giallombardo, Giovanna Miglionico
DC-SMIL: a multiple instance learning solution via spherical separation for automated detection of displastyc nevi. IDEAS (2020)
Eugenio Vocaturo, Ester Zumpano
Supporting the Diagnosis of Dysplastic Nevi Syndrome via Multiple Instance Learning approaches. AAI4H@ECAI (2020)
Eugenio Vocaturo, Ester Zumpano
The contribution of AI in the detection of the Diabetic Retinopathy. BIBM (2020)
Eugenio Vocaturo, Ester Zumpano
On the Development of a Tool for Tongue Images Analysis. BIBM (2020)
Eugenio Vocaturo, Ester Zumpano
Automatic Detection of Dysplastic Nevi: A Multiple Instance Learning Solution. SEBD (2020)
Eugenio Vocaturo, Diego Perna, Ester Zumpano
Machine Learning Techniques for Automated Melanoma Detection. BIBM (2019)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo
Multiple Instance Learning Algorithm for Medical Image Classification. SEBD (2019)
Eugenio Vocaturo, Ester Zumpano, Luciano Caroprese, Saverio Mario Pagliuso, Divina Lappano
Educational Games for Cultural Heritage. VIPERC@IRCDL (2019)
Anna Berlino, Luciano Caroprese, Antonio La Marca, Eugenio Vocaturo, Ester Zumpano
Augmented Reality for the Enhancement of Archaeological Heritage: a Calabrian Experience (short paper). VIPERC@IRCDL (2019)
Ester Zumpano, Pasquale Iaquinta, Luciano Caroprese, Francesco Dattola, Giuseppe Tradigo, Pierangelo Veltri, Eugenio Vocaturo
SIMPATICO 3D Mobile for Diagnostic Procedures. iiWAS (2019)
Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano
Features for Melanoma Lesions: Extraction and Classification. WI (Companion) (2019)
Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri
On the Usefulness of Pre-Processing Step in Melanoma Detection Using Multiple Instance Learning. FQAS (2019)
Eugenio Vocaturo, Ester Zumpano
Dangerousness of dysplastic nevi: a Multiple Instance Learning Solution for Early Diagnosis. BIBM (2019)
Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri
On discovering relevant features for tongue colored image analysis. IDEAS (2019)
Luciano Caroprese, Pierangelo Veltri, Eugenio Vocaturo, Ester Zumpano
Deep Learning Techniques for Electronic Health Record Analysis. IISA (2018)
Ester Zumpano, Pasquale Iaquinta, Luciano Caroprese, Giuseppe Lucio Cascini, Francesco Dattola, Pasquale Franco, Miriam Iusi, Pierangelo Veltri, Eugenio Vocaturo
SIMPATICO 3D: A Medical Information System for Diagnostic Procedures. BIBM (2018)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo
A Multiple Instance Learning Algorithm for Color Images Classification. IDEAS (2018)
Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri
Features for Melanoma Lesions Characterization in Computer Vision Systems. IISA (2018)
Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri
Image pre-processing in computer vision systems for melanoma detection. BIBM (2018)
Eugenio Vocaturo, Pierangelo Veltri
On the use of Networks in Biomedicine. FNC/MobiSPC (2017)
Annabella Astorino, Antonio Fuduli, Pierangelo Veltri, Eugenio Vocaturo
On a recent algorithm for multiple instance learning. Preliminary applications in image classification. BIBM (2017)
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
SINSE+: a software for the acquisition and analysis of open data in health and social area. SEBD (2016)
Giuseppe Tradigo, Barbara Calabrese, Manuela Macrí, Eugenio Vocaturo, Nicola Lombardo, Pierangelo Veltri
Voice signal features analysis and classification: looking for new diseases related parameters. BCB (2015)