Giovanna Sannino

89 papers B 7C 13Misc 3Journal 39Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A new Image Similarity Metric for a Perceptual and Transparent Geometric and Chromatic Assessment. CoRR Antonio Di Marino, Vincenzo Bevilacqua, Emanuel Di Nardo, Angelo Ciaramella, Ivanoe De Falco, Giovanna Sannino
2026	J	`jnl`	A novel knowledge distillation and hybrid explainability approach for phenology stage classification from multi-source time series. Inf. Fusion Naeem Ullah, Andrés Manuel Chacón-Maldonado, Francisco Martínez-Álvarez, Ivanoe De Falco, Giovanna Sannino
2025	J	`jnl`	A novel explainable AI framework for medical image classification integrating statistical, visual, and rule-based methods. Medical Image Anal. Naeem Ullah, Florentina Guzmán-Aroca, Francisco Martínez-Álvarez, Ivanoe De Falco, Giovanna Sannino
2025	J	`jnl`	Ante-Hoc Methods for Interpretable Deep Models: A Survey. ACM Comput. Surv. Antonio Di Marino, Vincenzo Bevilacqua, Angelo Ciaramella, Ivanoe De Falco, Giovanna Sannino
2025	—	`conf`	Discovering Phenotype-Specific Clinical Markers in Multiple Sclerosis. CSCN Salvatore Giugliano, Ilaria Basile, Giovanna Sannino
2025	C	`conf`	Enhancing AI Explainability and Performance in Pulmonary Condition Classification with Data Segmentation and Augmentation. ISCC Naeem Ullah, Francisco Martínez-Álvarez, Ivanoe De Falco, Giovanna Sannino
2025	C	`conf`	Enhancing Alzheimer's Diagnosis Through Spontaneous Speech Recognition: Deep Learning Approach with Data Augmentation. ISCC Venkata Sai Bhargav Mutala, Seyedamin Pouriyeh, Chloe Yixin Xie, Meng Han, Ilaria Basile, Giovanna Sannino
2025	B	`conf`	Enhancing Alzheimer's Disease Detection Using LLM-Generated Synthetic Data and Multi-Level Embeddings. IJCNN Venkata Sai Bhargav Mutala, Seyedamin Pouriyeh, Reza M. Parizi, Chloe Yixin Xie, Alessandro Santopaolo, Ilaria Basile, Giovanna Sannino
2025	J	`jnl`	Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges. ACM Comput. Surv. Naeem Ullah, Javed Ali Khan, Ivanoe De Falco, Giovanna Sannino
2025	B	`conf`	Interpretable vs. Post-Hoc Explained Models for Digital Twin Applications in Clinical Forecasting: A Multiple Sclerosis Case Study. KES Salvatore Giugliano, Ilaria Basile, Giovanna Sannino
2025	C	`conf`	Optimizing Deep Learning for Cotton Leaf Disease Detection Using Meta-Heuristic Feature Selection Algorithms. FedCSIS Naeem Ullah, Francisco Martínez-Álvarez, Ivanoe De Falco, Giovanna Sannino
2025	B	`conf`	Remote Monitoring of Rehabilitation Exercises Through Motion Assessment. CBMS Ilaria Basile, Giovanna Sannino
2024	C	`conf`	Bridging Clinical Gaps: Multi-Dataset Integration for Reliable Multi-Class Lung Disease Classification with DeepCRINet and Occlusion Sensitivity. ISCC Naeem Ullah, Javed Ali Khan, Ivanoe De Falco, Giovanna Sannino
2024	C	`conf`	Cross-domain Super-Resolution in Medical Imaging. ISCC Vincenzo Bevilacqua, Antonio Di Marino, Emanuel Di Nardo, Angelo Ciaramella, Ivanoe De Falco, Giovanna Sannino
2024	J	`jnl`	Precision medicine in ALS: Identification of new acoustic markers for dysarthria severity assessment. Biomed. Signal Process. Control. Raffaele Dubbioso, Myriam Spisto, Laura Verde, Valentina Virginia Iuzzolino, Gianmaria Senerchia, Giuseppe De Pietro, Ivanoe De Falco, Giovanna Sannino
2024	C	`conf`	Stress Detection Using Multimodal Physiological Signals With Machine Learning From Wearable Devices. ISCC Pranita Subhash Shedage, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Giovanna Sannino, Nasrin Dehbozorgi
2023	B	`conf`	A Novel Deep Learning Approach for Colon and Lung Cancer Classification Using Histopathological Images. e-Science Naeem Ullah, Ivanoe De Falco, Giovanna Sannino
2023	J	`jnl`	CNN-based classification of phonocardiograms using fractal techniques. Biomed. Signal Process. Control. Daniel Riccio, Nadia Brancati, Giovanna Sannino, Laura Verde, Maria Frucci
2023	J	`jnl`	Classification of Covid-19 chest X-ray images by means of an interpretable evolutionary rule-based approach. Neural Comput. Appl. Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino
2023	J	`jnl`	Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey. CoRR Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Quan Z. Sheng, Meng Han, Liang Zhao, Giovanna Sannino, Daniel Macêdo Batista
2023	J	`jnl`	Special Issue "Advances in Machine and Deep Learning in the Health Domain". Comput. Antonio Celesti, Ivanoe De Falco, Antonino Galletta, Giovanna Sannino
2023	J	`jnl`	Special Issue: "Intelligent Systems for Clinical Care and Remote Patient Monitoring". Sensors Giovanna Sannino, Antonio Celesti, Ivanoe De Falco
2023	B	`conf`	The Tele-Rehabilitaion as a Service (TRaaS) Project: Rationale, Study Design, and Methodology. e-Science Antonio Celesti, Giovanna Sannino, Mario A. Bochicchio, Maria Fazio, Massimo Villari, Fabrizio Celesti, Mirjam Bonanno, Rocco Salvatore Calabrò
2022	J	`jnl`	A Deep Learning Approach for Voice Disorder Detection for Smart Connected Living Environments. ACM Trans. Internet Techn. Laura Verde, Nadia Brancati, Giuseppe De Pietro, Maria Frucci, Giovanna Sannino
2022	J	`jnl`	A Two-Step Approach for Classification in Alzheimer's Disease. Sensors Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino
2021	J	`jnl`	Artificial Intelligence for Health. Comput. Antonio Celesti, Ivanoe De Falco, Antonino Galletta, Giovanna Sannino
2021	B	`conf`	Automatic Extraction of Interpretable Knowledge to Predict the Survival of Patients with Heart Failure. CHASE Giovanna Sannino, Giuseppe De Pietro, Ivanoe De Falco
2021	J	`jnl`	Exploring the Use of Artificial Intelligence Techniques to Detect the Presence of Coronavirus Covid-19 Through Speech and Voice Analysis. IEEE Access Laura Verde, Giuseppe De Pietro, Ahmed Ghoneim, Mubarak Alrashoud, Khaled N. Al-Mutib, Giovanna Sannino
2021	J	`jnl`	Guest Editorial Enabling Technologies for Next Generation Telehealthcare. IEEE J. Biomed. Health Informatics Antonio Celesti, Ivanoe De Falco, Leandro Pecchia, Giovanna Sannino
2021	J	`jnl`	Human action recognition using attention based LSTM network with dilated CNN features. Future Gener. Comput. Syst. Khan Muhammad, Mustaqeem, Amin Ullah, Ali Shariq Imran, Muhammad Sajjad, Mustafa Servet Kiran, Giovanna Sannino, Victor Hugo C. de Albuquerque
2020	J	`jnl`	Cost-Effective Video Summarization Using Deep CNN With Hierarchical Weighted Fusion for IoT Surveillance Networks. IEEE Internet Things J. Khan Muhammad, Tanveer Hussain, Muhammad Tanveer, Giovanna Sannino, Victor Hugo C. de Albuquerque
2020	—	`ch.`	Healthcare Systems: An Overview of the Most Important Aspects of Current and Future m-Health Applications. Connected Health in Smart Cities Giovanna Sannino, Giuseppe De Pietro, Laura Verde
2020	J	`jnl`	Non-Invasive Risk Stratification of Hypertension: A Systematic Comparison of Machine Learning Algorithms. J. Sens. Actuator Networks Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2020	—	`conf`	Photoplethysmography and Machine Learning for the Hypertension Risk Stratification. GLOBECOM (Workshops) Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2020	J	`jnl`	Special issue on Bio-inspired optimization techniques for Biomedical Data Analysis: Methods and applications. Appl. Soft Comput. Victor Hugo C. de Albuquerque, Deepak Gupta, Ivanoe De Falco, Giovanna Sannino, Nizar Bouguila
2019	J	`jnl`	A Continuous Noninvasive Arterial Pressure (CNAP) Approach for Health 4.0 Systems. IEEE Trans. Ind. Informatics Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2019	J	`jnl`	Artificial Intelligence for Mobile Health Data Analysis and Processing. Mob. Inf. Syst. Giovanna Sannino, Nizar Bouguila, Giuseppe De Pietro, Antonio Celesti
2019	J	`jnl`	Dysphonia Detection Index (DDI): A New Multi-Parametric Marker to Evaluate Voice Quality. IEEE Access Laura Verde, Giuseppe De Pietro, Mubarak Alrashoud, Ahmed Ghoneim, Khaled N. Al-Mutib, Giovanna Sannino
2019	J	`jnl`	Emerging Networked Computer Applications for Telemedicine. J. Netw. Comput. Appl. Antonio Celesti, Antoine B. Bagula, Ivanoe De Falco, Pedro Brandão, Giovanna Sannino
2019	J	`jnl`	Evolution-based configuration optimization of a Deep Neural Network for the classification of Obstructive Sleep Apnea episodes. Future Gener. Comput. Syst. Ivanoe De Falco, Giuseppe De Pietro, Antonio Della Cioppa, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino
2019	J	`jnl`	Leveraging Artificial Intelligence to Improve Voice Disorder Identification Through the Use of a Reliable Mobile App. IEEE Access Laura Verde, Giuseppe De Pietro, Mubarak Alrashoud, Ahmed Ghoneim, Khaled N. Al-Mutib, Giovanna Sannino
2019	J	`jnl`	Towards a cyber physical system for personalised and automatic OSA treatment. IET Cyper-Phys. Syst.: Theory & Appl. Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2018	J	`jnl`	A deep learning approach for ECG-based heartbeat classification for arrhythmia detection. Future Gener. Comput. Syst. Giovanna Sannino, Giuseppe De Pietro
2018	J	`jnl`	A methodology for voice classification based on the personalized fundamental frequency estimation. Biomed. Signal Process. Control. Laura Verde, Giuseppe De Pietro, Giovanna Sannino
2018	J	`jnl`	A new database of healthy and pathological voices. Comput. Electr. Eng. Ugo Cesari, Giuseppe De Pietro, Elio Marciano, Ciro Niri, Giovanna Sannino, Laura Verde
2018	C	`conf`	Deep Neural Network Hyper-Parameter Setting for Classification of Obstructive Sleep Apnea Episodes. ISCC Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, Giuseppe A. Trunfio
2018	—	`conf`	Preliminary Steps towards Efficient Classification in Large Medical Datasets: Structure Optimization for Deep Learning Networks through Parallelized Differential Evolution. HEALTHINF Ivanoe De Falco, Giuseppe De Pietro, Antonio Della Cioppa, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino
2018	J	`jnl`	Voice Disorder Identification by Using Machine Learning Techniques. IEEE Access Laura Verde, Giuseppe De Pietro, Giovanna Sannino
2017	—	`conf`	A Real-time m-Health Monitoring System: An Integrated Solution Combining the Use of Several Wearable Sensors and Mobile Devices. HEALTHINF Salvatore Naddeo, Laura Verde, Manolo Forastiere, Giuseppe De Pietro, Giovanna Sannino
2017	—	`conf`	A Rehabilitation System for Post-operative Heart Surgery. IIMSS Giuseppe Caggianese, Mariaconsiglia Calabrese, Vincenzo De Maio, Giuseppe De Pietro, Armando Faggiano, Luigi Gallo, Giovanna Sannino, Carmine Vecchione
2017	—	`conf`	A Statistical Analysis for the Evaluation of the Use of Wearable and Wireless Sensors for Fall Risk Reduction. HEALTHINF Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2017	J	`jnl`	A Wellness Mobile Application for Smart Health: Pilot Study Design and Results. Sensors Giovanna Sannino, Manolo Forastiere, Giuseppe De Pietro
2017	C	`conf`	A comprehensive investigation and comparison of Machine Learning Techniques in the domain of heart disease. ISCC Seyed Amin Pouriyeh, Sara Vahid, Giovanna Sannino, Giuseppe De Pietro, Hamid R. Arabnia, Juan B. Gutierrez
2017	—	`conf`	Cardiac Surgery Rehabilitation System (CSRS) for a Personalized Support to Patients. SITIS Giuseppe Caggianese, Mariaconsiglia Calabrese, Luigi Gallo, Giovanna Sannino, Carmine Vecchione
2017	—	`conf`	Detection of falling events through windowing and automatic extraction of sets of rules: Preliminary results. ICNSC Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2016	—	`conf`	A Control Cycle for the Automatic Assisted Positioning of Auscultation Sensors. ICT4AgeingWell Julio Cesar Bellido, Giuseppe De Pietro, Giovanna Sannino
2016	J	`jnl`	A revised scheme for real time ECG Signal denoising based on recursive filtering. Biomed. Signal Process. Control. Salvatore Cuomo, Giuseppe De Pietro, Raffaele Farina, Ardelio Galletti, Giovanna Sannino
2016	—	`conf`	An Easy Approach for the Classification of Children's Voices based on the Fundamental Frequency Estimation. HEALTHINF Laura Verde, Giuseppe De Pietro, Giovanna Sannino
2016	C	`conf`	Easy fall risk assessment by estimating the Mini-BES test score. HealthCom Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2016	C	`conf`	New trends in Biotechnology: The point on NGS Cloud computing solutions. ISCC Antonio Celesti, Maria Fazio, Fabrizio Celesti, Giovanna Sannino, Salvatore Campo, Massimo Villari
2016	—	`conf`	Vox4Health: Preliminary Results of a Pilot Study for the Evaluation of a Mobile Voice Screening Application. ISAmI Laura Verde, Giuseppe De Pietro, Giovanna Sannino
2016	—	`conf`	Wellness & LifeStyle Server: a Platform for Anthropometric and LifeStyle Data Analysis. 3PGCIC Giovanna Sannino, Alessio Graziani, Giuseppe De Pietro, Roberto Pratola
2015	Misc	`conf`	A Novel O(n) Numerical Scheme for ECG Signal Denoising. ICCS Salvatore Cuomo, Giuseppe De Pietro, Raffaele Farina, Ardelio Galletti, Giovanna Sannino
2015	—	`conf`	A framework for ECG denoising for mobile devices. PETRA Salvatore Cuomo, Ardelio Galletti, Raffaele Farina, Giuseppe De Pietro, Giovanna Sannino
2015	—	`conf`	A noise-aware methodology for a Mobile Voice Screening application. IWASI Laura Verde, Giuseppe De Pietro, Pierangelo Veltri, Giovanna Sannino
2015	—	`conf`	A prototype of a real-time solution on mobile devices for heart tele-auscultation. PETRA Julio Cesar Bellido, Giuseppe De Pietro, Giovanna Sannino
2015	J	`jnl`	A supervised approach to automatically extract a set of rules to support fall detection in an mHealth system. Appl. Soft Comput. Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2015	—	`conf`	An m-health system for the estimation of voice disorders. ICME Workshops Laura Verde, Giuseppe De Pietro, Pierangelo Veltri, Giovanna Sannino
2015	J	`jnl`	Blood Pressure Drop Prediction by using HRV Measurements in Orthostatic Hypotension. J. Medical Syst. Giovanna Sannino, Paolo Melillo, Saverio Stranges, Giuseppe De Pietro, Leandro Pecchia
2015	B	`conf`	Genetic Programming for a Wearable Approach to Estimate Blood Pressure Embedded in a Mobile-Based Health System. ICTAI Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2015	—	`conf`	Indirect Blood Pressure Evaluation by Means of Genetic Programming. BIOSTEC (Selected Papers) Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2015	—	`conf`	Non-Invasive Estimation of Blood Pressure through Genetic Programming - Preliminary Results. BIODEVICES Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2015	—	`conf`	On Evaluating Blood Pressure Through Photoplethysmography. IoT 360 (1) Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2015	Misc	`conf`	On Finding Explicit Rules for Personalized Forecasting of Obstructive Sleep Apnea Episodes. IRI Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino
2015	J	`jnl`	Short term Heart Rate Variability to predict blood pressure drops due to standing: a pilot study. BMC Medical Informatics Decis. Mak. Giovanna Sannino, Paolo Melillo, Saverio Stranges, Giuseppe De Pietro, Leandro Pecchia
2015	—	`conf`	Wearable technology and ECG processing for fall risk assessment, prevention and detection. EMBC Paolo Melillo, Rossana Castaldo, Giovanna Sannino, Ada Orrico, Giuseppe De Pietro, Leandro Pecchia
2014	—	`conf`	A General-Purpose mHealth System Relying on Knowledge Acquisition through Artificial Intelligence. ISAmI Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2014	J	`jnl`	A mobile system for real-time context-aware monitoring of patients' health and fainting. Int. J. Data Min. Bioinform. Giovanna Sannino, Giuseppe De Pietro
2014	J	`jnl`	An Automatic Rules Extraction Approach to Support OSA Events Detection in an mHealth System. IEEE J. Biomed. Health Informatics Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2014	J	`jnl`	Monitoring Obstructive Sleep Apnea by means of a real-time mobile system based on the automatic extraction of sets of rules through Differential Evolution. J. Biomed. Informatics Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2014	—	`conf`	Multi-purpose mobile monitoring system based on automatic extraction of rule-sets. BHI Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2014	—	`conf`	To What Extent It Is Possible to Predict Falls due to Standing Hypotension by Using HRV and Wearable Devices? Study Design and Preliminary Results from a Proof-of-Concept Study. IWAAL Giovanna Sannino, Paolo Melillo, Giuseppe De Pietro, Saverio Stranges, Leandro Pecchia
2013	C	`conf`	Automatic Extraction of an Effective Rule Set for Fall Detection for a Real-Time Mobile Monitoring System. DeSE Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2013	Misc	`conf`	Automatic extraction of effective rule sets for Obstructive Sleep Apnea detection for a real-time mobile monitoring system. IRI Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2013	C	`conf`	Detecting Obstructive Sleep Apnea events in a real-time mobile monitoring system through automatically extracted sets of rules. Healthcom Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro
2012	—	`conf`	A U-HealthCare System for Home Monitoring. ISAmI Giovanna Sannino, Giuseppe De Pietro
2011	—	`conf`	A smart context-aware mobile monitoring system for heart patients. BIBM Workshops Giovanna Sannino, Giuseppe De Pietro
2011	C	`conf`	An Evolved eHealth Monitoring System for a Nuclear Medicine Department. DeSE Giovanna Sannino, Giuseppe De Pietro
2010	—	`conf`	Middleware Services for Pervasive Monitoring Elderly and Ill People in Smart Environments. ITNG Antonio Coronato, Giuseppe De Pietro, Giovanna Sannino