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ORCIDEugenio Vocaturo
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2020 – today
- 2024
[j13]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): 2277-2300 (2024)- 2023
- [j12]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: 96283-96296 (2023) - [j11]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): 115 (2023) - [j10]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): 250 (2023) - [j9]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): 7877 (2023) - [c46]Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano:
Lung Cancer Detection via Federated Learning. BIBM 2023: 3862-3867 - [c45]Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano:
Revealing Brain Tumor with Federated Learning. BIBM 2023: 3868-3873 - [c44]Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano:
Federated Learning Applications for Breast Cancer. BIBM 2023: 4029-4034 - [c43]Geeta Rani, Vijaypal Singh Dhaka, Eugenio Vocaturo, Ester Zumpano:
Crop Loss Estimation in Maize Agriculture: A Deep Learning Perspective. IEEE Big Data 2023: 3499-3502 - [c42]Eugenio Vocaturo, Geeta Rani, Vijaypal Singh Dhaka, Ester Zumpano:
AI-Driven Agriculture: Opportunities and Challenges. IEEE Big Data 2023: 3530-3537 - [c41]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. IEEE Big Data 2023: 3961-3964 - [c40]Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano:
On Detection of Diabetic Retinopathy via Multiple Instance Learning. IDEAS 2023: 170-176 - [c39]Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano:
Multiple Instance Learning for Diabetic Retinopathy Detection. SEBD 2023: 22-31 - 2022
- [j8]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: 107024 (2022) - [j7]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: 107031 (2022) - [j6]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: 116936 (2022) - [j5]Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano:
Argumentation approaches for explanaible AI in medical informatics. Intell. Syst. Appl. 16: 200109 (2022) - [j4]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: 200148 (2022) - [j3]Antonio Fuduli, Manlio Gaudioso, Walaa Khalaf, Eugenio Vocaturo:
A heuristic approach for multiple instance learning by linear separation. Soft Comput. 26(7): 3361-3368 (2022) - [j2]Antonella Guzzo, Antonino Rullo, Eugenio Vocaturo:
Process mining applications in the healthcare domain: A comprehensive review. WIREs Data Mining Knowl. Discov. 12(2) (2022) - [c38]Maria Cevallos, Matteo De Biase, Eugenio Vocaturo, Ester Zumpano:
Fake News Detection on COVID 19 tweets via Supervised Learning Approach. BIBM 2022: 2765-2772 - [c37]Ester Zumpano, Pasquale Iaquinta, Luciano Caroprese, Giuseppe Lucio Cascini, Francesco Dattola, Ivana Pellegrino, Miriam Iusi, Pierangelo Veltri, Eugenio Vocaturo:
Poster SIMPATICO 3D. ISCC 2022: 1-3 - [c36]Eugenio Vocaturo, Ester Zumpano:
Assembling Fragments of Ancient Papyrus via Artificial Intelligence. PerSOM 2022: 3-13 - [c35]Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano:
Multiple Instance Learning for viral pneumonia chest X-ray Classification. SEBD 2022: 359-366 - [c34]Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano:
Machine Learning Techniques on X-ray Images for Covid-19 Classification. WI/IAT 2022: 539-543 - [p2]Eugenio Vocaturo, Ester Zumpano:
AI for the Detection of the Diabetic Retinopathy. Integrating Artificial Intelligence and IoT for Advanced Health Informatics 2022: 129-140 - 2021
- [c33]Eugenio Vocaturo, Ester Zumpano:
ECG Analysis via Machine Learning Techniques: News and Perspectives. BIBM 2021: 3106-3112 - [c32]Eugenio Vocaturo, Ester Zumpano, Luciano Caroprese:
Convolutional Neural Network Techniques on X-ray Images for Covid-19 Classification. BIBM 2021: 3113-3115 - [c31]Eugenio Vocaturo, Ester Zumpano:
Artificial Intelligence approaches on Ultrasound for Breast Cancer Diagnosis. BIBM 2021: 3116-3121 - [c30]Eugenio Vocaturo, Ester Zumpano:
Diabetic Retinopathy Images Classification via Multiple Instance Learning. CHASE 2021: 143-148 - [c29]Ester Zumpano, Antonio Fuduli, Eugenio Vocaturo, Matteo Avolio:
Viral pneumonia images classification by Multiple Instance Learning: preliminary results. IDEAS 2021: 292-296 - [c28]Eugenio Vocaturo, Ester Zumpano, Giovanni Giallombardo, Giovanna Miglionico:
A Multiple Instance Learning Approach for the Automatic Classification of Skin Lesions (Discussion Paper). SEBD 2021: 395-402 - 2020
- [j1]Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico, Eugenio Vocaturo:
Classification in the multiple instance learning framework via spherical separation. Soft Comput. 24(7): 5071-5077 (2020) - [c27]Eugenio Vocaturo, Ester Zumpano:
Machine Learning Opportunities for Automatic Tongue Diagnosis Systems. BIBM 2020: 1498-1502 - [c26]Eugenio Vocaturo, Ester Zumpano:
The contribution of AI in the detection of the Diabetic Retinopathy. BIBM 2020: 1516-1519 - [c25]Eugenio Vocaturo, Ester Zumpano:
On the Development of a Tool for Tongue Images Analysis. BIBM 2020: 2318-2319 - [c24]Eugenio Vocaturo, Ester Zumpano:
Supporting the Diagnosis of Dysplastic Nevi Syndrome via Multiple Instance Learning approaches. AAI4H@ECAI 2020: 39-44 - [c23]Eugenio Vocaturo, Ester Zumpano:
Multiple Instance Learning approaches for Melanoma and Dysplastic Nevi images classification. ICMLA 2020: 1396-1401 - [c22]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: 4:1-4:9 - [c21]Anna Berlino, Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano:
A Mobile Application for the Enhancement of POIs in Calabria. VIPERC@IRCDL 2020: 13-25 - [c20]Eugenio Vocaturo, Ester Zumpano:
Automatic Detection of Dysplastic Nevi: A Multiple Instance Learning Solution. SEBD 2020: 250-257 - [c19]Eugenio Vocaturo, Ester Zumpano:
Smart Apps for Risk Assessment of Skin Cancer. WI/IAT 2020: 699-704
2010 – 2019
- 2019
- [c18]Eugenio Vocaturo, Diego Perna, Ester Zumpano:
Machine Learning Techniques for Automated Melanoma Detection. BIBM 2019: 2310-2317 - [c17]Eugenio Vocaturo, Ester Zumpano:
Dangerousness of dysplastic nevi: a Multiple Instance Learning Solution for Early Diagnosis. BIBM 2019: 2318-2323 - [c16]Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri:
On the Usefulness of Pre-Processing Step in Melanoma Detection Using Multiple Instance Learning. FQAS 2019: 374-382 - [c15]Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri:
On discovering relevant features for tongue colored image analysis. IDEAS 2019: 12:1-12:8 - [c14]Ester Zumpano, Pasquale Iaquinta, Luciano Caroprese, Francesco Dattola, Giuseppe Tradigo, Pierangelo Veltri, Eugenio Vocaturo:
SIMPATICO 3D Mobile for Diagnostic Procedures. iiWAS 2019: 468-472 - [c13]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: 86-94 - [c12]Eugenio Vocaturo, Ester Zumpano, Luciano Caroprese, Saverio Mario Pagliuso, Divina Lappano:
Educational Games for Cultural Heritage. VIPERC@IRCDL 2019: 95-106 - [c11]Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo:
Multiple Instance Learning Algorithm for Medical Image Classification. SEBD 2019 - [c10]Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano:
Features for Melanoma Lesions: Extraction and Classification. WI (Companion) 2019: 238-243 - 2018
- [c9]Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri:
Image pre-processing in computer vision systems for melanoma detection. BIBM 2018: 2117-2124 - [c8]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: 2125-2128 - [c7]Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo:
A Multiple Instance Learning Algorithm for Color Images Classification. IDEAS 2018: 262-266 - [c6]Luciano Caroprese, Pierangelo Veltri, Eugenio Vocaturo, Ester Zumpano:
Deep Learning Techniques for Electronic Health Record Analysis. IISA 2018: 1-4 - [c5]Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri:
Features for Melanoma Lesions Characterization in Computer Vision Systems. IISA 2018: 1-8 - 2017
- [c4]Annabella Astorino, Antonio Fuduli, Pierangelo Veltri, Eugenio Vocaturo:
On a recent algorithm for multiple instance learning. Preliminary applications in image classification. BIBM 2017: 1615-1619 - [c3]Eugenio Vocaturo, Pierangelo Veltri:
On the use of Networks in Biomedicine. FNC/MobiSPC 2017: 498-503 - 2016
- [c2]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: 310-317 - [p1]Domenico Mirarchi, Patrizia Vizza, Eugenio Vocaturo, Pietro Hiram Guzzi, Pierangelo Veltri:
A New ICT Based Model for Wellness and Health Care. Advances in Neural Networks 2016: 243-252 - 2015
- [c1]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: 589-596
Coauthor Index
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last updated on 2024-10-07 21:12 CEST by the dblp team
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