Giulio Iannello

ORCID

Publication Activity (10 Years)

Years Active: 1988-2023
Publications (10 Years): 34

Top Venues

Publications

Francesco Conte, Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Rosa Sicilia, Paolo Soda, Matteo Tortora
Sustainable AI: inside the deep, alongside the green. Ital-IA (2023)
Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Filippo Ruffini, Rosa Sicilia, Paolo Soda, Lorenzo Tronchin
Making AI trustworthy in multimodal and healthcare scenarios. Ital-IA (2023)
Valerio Guarrasi, Lorenzo Tronchin, Camillo Maria Caruso, Aurora Rofena, Guido Manni, Fatih Aksu, Domenico Paolo, Giulio Iannello, Rosa Sicilia, Ermanno Cordelli, Paolo Soda
Building an AI-Enabled Metaverse for Intelligent Healthcare: Opportunities and Challenges. Ital-IA (2023)
Matteo Testi, Matteo Ballabio, Emanuele Frontoni, Giulio Iannello, Sara Moccia, Paolo Soda, Gennaro Vessio
MLOps: A Taxonomy and a Methodology. IEEE Access 10 (2022)
Camillo Maria Caruso, Valerio Guarrasi, Ermanno Cordelli, Rosa Sicilia, Silvia Gentile, Laura Messina, Michele Fiore, Claudia L. Piccolo, Bruno Beomonte Zobel, Giulio Iannello, Sara Ramella, Paolo Soda
A Multimodal Ensemble Driven by Multiobjective Optimisation to Predict Overall Survival in Non-Small-Cell Lung Cancer. J. Imaging 8 (11) (2022)
Anna Rita Di Fazio, Arturo Losi, Mario Russo, Filippo Cacace, Francesco Conte, Giulio Iannello, Gianluca Natrella, Matteo Saviozzi
Methods and Tools for the Management of Renewable Energy Communities: the ComER project. CoRR (2022)
Paolo Soda, Natascha Claudia D'Amico, Jacopo Tessadori, Giovanni Valbusa, Valerio Guarrasi, Chandra Bortolotto, Muhammad Usman Akbar, Rosa Sicilia, Ermanno Cordelli, Deborah Fazzini, Michaela Cellina, Giancarlo Oliva, Giovanni Callea, Silvia Panella, Maurizio Cariati, Diletta Cozzi, Vittorio Miele, Elvira Stellato, Gianpaolo Carrafiello, Giulia Castorani, Annalisa Simeone, Lorenzo Preda, Giulio Iannello, Alessio Del Bue, Fabio Tedoldi, Marco Alì, Diego Sona, Sergio Papa
AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. Medical Image Anal. 74 (2021)
Lorenzo Petrosino, Giulio Iannello, Mario Merone, Luca Vollero
Image sensors and VPU acceleration for data analysis and classification. MetroInd4.0&IoT (2021)
Paolo Soda, Rosa Sicilia, Ludovica Acciai, Giulio Iannello
Grasping Inter-Attribute and Temporal Variability in Multivariate Time Series. IEEE Trans. Big Data 7 (5) (2021)
Pietro V. J. A. Cannistrà, Luca Faramondi, Giulio Iannello, Roberto Setola, Luca Vollero
On-Board Diagnostic of the Motor Vehicle through Smartphone. MetroAutomotive (2021)
Anna Sabatini, Giulio Iannello, Giorgio Pennazza, Marco Santonico, Mariassunta Spinosa, Luca Vollero
Heart Rate Analysis through Smartphone Camera. MetroInd4.0&IoT (2021)
Ermanno Cordelli, Paolo Soda, Giulio Iannello
Visual4DTracker: a tool to interact with 3D + t image stacks. BMC Bioinform. 22 (1) (2021)
Alessandro Graziosi, Giulio Iannello, Valerio Lapadula, Mario Merone, Marco Sabatini, Luca Vollero
Edge computing optimization method. Analyzed task: crowd counting. MetroInd4.0&IoT (2021)
Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Marianna Miele, Paolo Matteucci, Giulio Iannello, Sara Ramella, Paolo Soda
Deep Reinforcement Learning for Fractionated Radiotherapy in Non-Small Cell Lung Carcinoma. Artif. Intell. Medicine 119 (2021)
Riccardo Sorvillo, Luca Bacco, Mario Merone, Alessandro Zompanti, Marco Santonico, Giorgio Pennazza, Giulio Iannello
Single beat ECG-based Identification System: development and robustness test in different working conditions. MetroInd4.0&IoT (2021)
Ermanno Cordelli, Rosa Sicilia, Domiziana Santucci, Carlo de Felice, Carlo Cosimo Quattrocchi, Bruno Beomonte Zobel, Giulio Iannello, Paolo Soda
Radiomics-Based Non-Invasive Lymph Node Metastases Prediction in Breast Cancer. CBMS (2020)
Federico D'Antoni, Mario Merone, Vincenzo Piemonte, Giulio Iannello, Paolo Soda
Auto-Regressive Time Delayed jump neural network for blood glucose levels forecasting. Knowl. Based Syst. 203 (2020)
Paolo Soda, Natascha Claudia D'Amico, Jacopo Tessadori, Giovanni Valbusa, Valerio Guarrasi, Chandra Bortolotto, Muhammad Usman Akbar, Rosa Sicilia, Ermanno Cordelli, Deborah Fazzini, Michaela Cellina, Giancarlo Oliva, Giovanni Callea, Silvia Panella, Maurizio Cariati, Diletta Cozzi, Vittorio Miele, Elvira Stellato, Gianpaolo Carrafiello, Giulia Castorani, Annalisa Simeone, Lorenzo Preda, Giulio Iannello, Alessio Del Bue, Fabio Tedoldi, Marco Alì, Diego Sona, Sergio Papa
AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. CoRR (2020)
Rosa Sicilia, Ermanno Cordelli, Mario Merone, Elia Luperto, Rocco Papalia, Giulio Iannello, Paolo Soda
Early Radiomic Experiences in Classifying Prostate Cancer Aggressiveness using 3D Local Binary Patterns. CBMS (2019)
Natascha Claudia D'Amico, Mario Merone, Rosa Sicilia, Ermanno Cordelli, Federico D'Antoni, Isa Bossi Zanetti, Giovanni Valbusa, Enzo Grossi, Giancarlo Beltramo, Deborah Fazzini, Giuseppe Scotti, Giulio Iannello, Paolo Soda
Tackling imbalance radiomics in acoustic neuroma. Int. J. Data Min. Bioinform. 22 (4) (2019)
Federico D'Antoni, Mario Merone, Vincenzo Piemonte, Paolo Pozzilli, Giulio Iannello, Paolo Soda
Early Experience in Forecasting Blood Glucose Levels Using a Delayed and Auto-Regressive Jump Neural Network. ICCI*CC (2019)
Alessandro Bria, Massimo Bernaschi, Massimiliano Guarrasi, Giulio Iannello
Exploiting Multi-Level Parallelism for Stitching Very Large Microscopy Images. Frontiers Neuroinformatics 13 (2019)
Rosa Sicilia, Ermanno Cordelli, Sara Ramella, Michele Fiore, Carlo Greco, Elisabetta Molfese, Marianna Miele, Enrica Vinciguerra, Patrizia Cornacchione, Edy Ippolito, Rolando Maria D'Angelillo, Giulio Iannello, Paolo Soda
Exploratory Radiomics for Predicting Adaptive Radiotherapy in Non-Small Cell Lung Cancer. CBMS (2018)
Mario Merone, Panaiotis Finamore, Claudio Pedone, Raffaele Antonelli Incalzi, Giulio Iannello, Paolo Soda
Discovering COPD phenotyping via simultaneous feature selection and clustering. BIBM (2018)
Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Giovanni Valbusa, Enzo Grossi, Isa Bossi Zanetti, Giancarlo Beltramo, Deborah Fazzini, Giuseppe Scotti, Giulio Iannello, Paolo Soda
Radiomics for Predicting CyberKnife response in acoustic neuroma: a pilot study. BIBM (2018)
Ludovica Acciai, Paolo Soda, Giulio Iannello
Automated Neuron Tracing Methods: An Updated Account. Neuroinformatics 14 (4) (2016)
Ludovica Acciai, Paolo Soda, Giulio Iannello
Automatic Neuron Tracing Using a Locally Tunable Approach. CBMS (2016)
Ludovica Acciai, Irene Costantini, Francesco Saverio Pavone, Valerio Conti, Renzo Guerrini, Paolo Soda, Giulio Iannello
Towards automated neuron tracing via global and local 3D image analysis. ISBI (2016)
Luca Vollero, Sara Petrichella, Giulio Iannello
Optimal weighted averaging of event related activity from acquisitions with artifacts. EMBC (2016)
Sara Petrichella, Luca Vollero, Florinda Ferreri, Andrea Guerra, Sara Määttä, Mervi Könönen, Vincenzo Di Lazzaro, Giulio Iannello
Channel interpolation in TMS-EEG: A quantitative study towards an accurate topographical representation. EMBC (2016)
Mario Merone, Leonardo Onofri, Claudio Pedone, Angela M. Bussu, Barbara F. M. Rubiu, Giuseppe Capasso, Silvano Salaris, Giulio Iannello, Raffaele Antonelli Incalzi, Paolo Soda
On the remote detection of COPD-related worrisome events. BHI (2016)
Leonardo Onofri, Paolo Soda, Mykola Pechenizkiy, Giulio Iannello
A survey on using domain and contextual knowledge for human activity recognition in video streams. Expert Syst. Appl. 63 (2016)
Paolo Soda, Ludovica Acciai, Ermanno Cordelli, Irene Costantini, Leonardo Sacconi, Francesco Saverio Pavone, Valerio Conti, Renzo Guerrini, Paolo Frasconi, Giulio Iannello
Computer-based automatic identification of neurons in gigavoxel-sized 3D human brain images. EMBC (2015)
Alessandro Bria, Giulio Iannello, Hanchuan Peng
An open-source VAA3D plugin for real-time 3D visualization of terabyte-sized volumetric images. ISBI (2015)
Paolo Frasconi, Ludovico Silvestri, Paolo Soda, Roberto Cortini, Francesco Pavone, Giulio Iannello
Large-scale automated identification of mouse brain cells in confocal light sheet microscopy images. Bioinform. 30 (17) (2014)
Giulio Iannello, Gennaro Percannella, Paolo Soda, Mario Vento
Mitotic cells recognition in HEp-2 images. Pattern Recognit. Lett. 45 (2014)
Leonardo Onofri, Paolo Soda, Giulio Iannello
Multiple subsequence combination in human action recognition. IET Comput. Vis. 8 (1) (2014)
Alessandro Bria, Giulio Iannello, Paolo Soda, Hanchuan Peng, Giovanni Erbacci, Giuseppe Fiameni, Giacomo Mariani, Roberto Mucci, Marco Rorro, Francesco Pavone, Ludovico Silvestri, Paolo Frasconi, Roberto Cortini
A HPC infrastructure for processing and visualizing neuro-anatomical images obtained by Confocal Light Sheet Microscopy. HPCS (2014)
Mario Merone, Leonardo Onofri, Paolo Soda, Claudio Pedone, Raffaele Antonelli Incalzi, Giulio Iannello
Early Experiences in COPD Exacerbation Detection. CBMS (2014)
Francesco Conte, Alfredo Germani, Giulio Iannello
A Kalman Filter Approach for Denoising and Deblurring 3-D Microscopy Images. IEEE Trans. Image Process. 22 (12) (2013)
Francesco Conte, Alfredo Germani, Giulio Iannello
A Kalman filter approach for denoising and deblurring 3-D images by multi-view data. CDC (2013)
Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
Softmax Regression for ECOC Reconstruction. ICIAP (1) (2013)
Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
Solving biomedical classification tasks by softmax reconstruction in ECOC framework. CBMS (2013)
Giulio Iannello, Leonardo Onofri, Paolo Soda
A Slightly Supervised Approach for Positive/Negative Classification of Fluorescence Intensity in HEp-2 Images. ICIAP (2) (2013)
Giulio Iannello, Leonardo Onofri, Paolo Soda
Centromere and cytoplasmic staining pattern recognition: a local approach. Medical Biol. Eng. Comput. 51 (12) (2013)
Sara Petrichella, Luca Vollero, Florinda Ferreri, Vincenzo Di Lazzaro, Giulio Iannello
TRS-TMS: An EEGLAB plugin for the reconstruction of onsets in EEG-TMS datasets. BIBE (2013)
Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
A One-per-Class reconstruction rule for class imbalance learning. ICPR (2012)
Giulio Iannello, Leonardo Onofri, Paolo Soda
A bag of visual words approach for centromere and cytoplasmic staining pattern classification on HEp-2 images. CBMS (2012)
Alessandro Bria, Ludovico Silvestri, Leonardo Sacconi, Francesco Pavone, Giulio Iannello
Stitching terabyte-sized 3D images acquired in Confocal Ultramicroscopy. ISBI (2012)
Alessandro Bria, Giulio Iannello
TeraStitcher - A Tool for Fast Automatic 3D-Stitching of Teravoxel-Sized Microscopy Images. BMC Bioinform. 13 (2012)
Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
Automatic Facial Expression Recognition Using Statistical-Like Moments. ICIAP (1) (2011)
Giulio Iannello, Leonardo Onofri, Gianpaolo Punzo, Paolo Soda
An efficient autofocus algorithm for indirect immunofluorescence applications. CBMS (2011)
Paolo Soda, Leonardo Onofri, Giulio Iannello
A decision support system for Crithidia Luciliae image classification. Artif. Intell. Medicine 51 (1) (2011)
Michal Choras, Salvatore D'Antonio, Giulio Iannello, Andreas Jedlitschka, Rafal Kozik, Klaus Miesenberger, Adam Woloszczuk
Innovative Man Machine Interfaces and Solutions to Support Totally Blind People. IP&C (2011)
Paolo Soda, Giulio Iannello
Decomposition Methods and Learning Approaches for Imbalanced Dataset: An Experimental Integration. ICPR (2010)
Paolo Soda, Stefano Mazzoleni, Giuseppe Cavallo, Eugenio Guglielmelli, Giulio Iannello
Human movement onset detection from isometric force and torque measurements: A supervised pattern recognition approach. Artif. Intell. Medicine 50 (1) (2010)
Paolo Soda, Leonardo Onofri, Amelia Rigon, Giulio Iannello
Analysis and Classification of Crithidia Luciliae Fluorescent Images. ICIAP (2009)
Giulio Iannello, Gennaro Percannella, Carlo Sansone, Paolo Soda
On the use of classification reliability for improving performance of the one-per-class decomposition method. Data Knowl. Eng. 68 (12) (2009)
Massimo Bernaschi, Filippo Cacace, Giulio Iannello, Massimo Vellucci, Luca Vollero
OpenCAPWAP: An open source CAPWAP implementation for the management and configuration of WiFi hot-spots. Comput. Networks 53 (2) (2009)
Paolo Soda, Giulio Iannello
Advances in Computer-Based Autoantibodies Analysis. BIOSTEC (Selected Papers) (2009)
Paolo Soda, Giulio Iannello, Mario Vento
A multiple expert system for classifying fluorescent intensity in antinuclear autoantibodies analysis. Pattern Anal. Appl. 12 (3) (2009)
Paolo Soda, Giulio Iannello
Aggregation of Classifiers for Staining Pattern Recognition in Antinuclear Autoantibodies Analysis. IEEE Trans. Inf. Technol. Biomed. 13 (3) (2009)
Paolo Soda, Giulio Iannello
A CAD System for IIF Tests. HEALTHINF (2009)
Paolo Soda, Giulio Iannello
Staining Pattern Classification in Antinuclear Autoantibodies Testing. HEALTHINF (2) (2008)
Paolo Soda, Stefano Mazzoleni, Giuseppe Cavallo, Eugenio Guglielmelli, Giulio Iannello
A Supervised Pattern Recognition Approach for Human Movement Onset Detection. CBMS (2008)
Paolo Soda, Giulio Iannello
Reliability Estimators for Classification by Decomposition Method: Experiments in the Medical Domain. CBMS (2008)
Pierluigi Salvo Rossi, Athina P. Petropulu, Francesco Palmieri, Giulio Iannello
Distributed Linear Block Coding for Cooperative Wireless Communications. IEEE Signal Process. Lett. 14 (10) (2007)
Paolo Soda, Giulio Iannello
A Hybrid Multi-Expert Systems for HEp-2 Staining Pattern Classification. ICIAP (2007)
Massimo Bernaschi, Filippo Cacace, Giulio Iannello, Massimo Vellucci
Mobility Management for VoIP on Heterogeneous Networks: Evaluation of Adaptive Schemes. IEEE Trans. Mob. Comput. 6 (9) (2007)
Filippo Cacace, Giulio Iannello, Massimo Vellucci, Luca Vollero
QoS Provisioning in IEEE 802.11e WLANs through Reactive Monitoring. ISWCS (2007)
Paolo Soda, Amelia Rigon, Antonella Afeltra, Giulio Iannello
Automatic Acquisition of Immunofluorescence Images: Algorithms and Evaluation. CBMS (2006)
Simona Acanfora, Filippo Cacace, Giulio Iannello, Luca Vollero
Dynamic Configuration of MAC QoS Mechanisms in 802.11 Access Networks. NEW2AN (2006)
Luca Vollero, Giulio Iannello
ACK Skipping: enabling QoS for multimedia communications in WiFi hot spots. Int. J. High Perform. Comput. Netw. 4 (1/2) (2006)
Paolo Soda, Giulio Iannello
A Multi-Expert System to Classify Fluorescent Intensity in Antinuclear Autoantibodies Testing. CBMS (2006)
Alberto Dainotti, Antonio Pescapè, Pierluigi Salvo Rossi, Giulio Iannello, Francesco Palmieri, Giorgio Ventre
An HMM Approach to Internet Traffic Modeling. GLOBECOM (2006)
Pierluigi Salvo Rossi, Gianmarco Romano, Francesco Palmieri, Giulio Iannello
Joint end-to-end loss-delay hidden Markov model for periodic UDP traffic over the Internet. IEEE Trans. Signal Process. 54 (2) (2006)
Luca Vollero, Albert Banchs, Giulio Iannello
ACKS: a technique to reduce the impact of legacy stations in 802.11e EDCA WLANs. IEEE Commun. Lett. 9 (4) (2005)
Antonio Pescapè, Luca Vollero, Giulio Iannello, Giorgio Ventre
Measuring Quality of Service Parameters over Heterogeneous IP Networks. ICN (2) (2005)
Giulio Iannello, Francesco Palmieri, Antonio Pescapè, Pierluigi Salvo Rossi
End-to-end packet-channel Bayesian model applied to heterogeneous wireless networks. GLOBECOM (2005)
Massimo Bernaschi, Filippo Cacace, Giulio Iannello, Stefano Za, Antonio Pescapè
Seamless internetworking of WLANs and cellular networks: architecture and performance issues in a Mobile IPv6 scenario. IEEE Wirel. Commun. 12 (3) (2005)
Massimo Bernaschi, Giulio Iannello, Saverio Crea
Experimental Results about Mpi Collective Communication Operations. Parallel Process. Lett. 15 (1-2) (2005)
Massimo Bernaschi, Filippo Cacace, Giulio Iannello
Vertical Handoff Performance in Heterogeneous Networks. ICPP Workshops (2004)
Giulio Iannello, Antonio Pescapè, Giorgio Ventre, Luca Vollero
Experimental Analysis of Heterogeneous Wireless Networks. WWIC (2004)
Luca Vollero, Giulio Iannello
Analytical Modeling of a Traffic Differentiation Strategy for 802.11: (Extended Abstract). WONS (2004)
Pierluigi Salvo Rossi, Athina P. Petropulu, Jie Yu, Francesco Palmieri, Giulio Iannello
Internet loss-delay modeling by use of input/output hidden Markov models. MMSP (2004)
Luca Vollero, Giulio Iannello
Frame Dropping: A QoS Mechanism for Multimedia Communications in WiFi Hot Spots. ICPP Workshops (2004)
Pierluigi Salvo Rossi, Francesco Palmieri, Giulio Iannello
HMM-Based Monitoring of Packet Channels. HSNMC (2004)
Domenico Cotroneo, Giulio Iannello, Stefano Russo, Giorgio Ventre
A real time-based architecture for qos multimedia provisioning. Microprocess. Microsystems 27 (2) (2003)
Giulio Iannello, Luca Vollero, Francesco Delfino
Performance characterization of a low-cost video codec on portable devices. ESTIMedia (2003)
Massimo Bernaschi, Giulio Iannello, Mario Lauria
Efficient implementation of reduce-scatter in MPI. J. Syst. Archit. 49 (3) (2003)
Luca Vollero, Giulio Iannello, Francesco Delfino
An Open Software Architecture for Structured Data Elaboration and Transcoding. ITCC (2003)
Pierluigi Salvo Rossi, Gianmarco Romano, Francesco Palmieri, Giulio Iannello
Bayesian Modelling for Packet Channels. WIRN (2003)
Rosario Cristaldi, Giulio Iannello, Francesco Delfino
The Cluster File System: Integration of High Performance Communication and I/O in Clusters. CCGRID (2002)
Massimo Bernaschi, Giulio Iannello, Mario Lauria
Efficient Implementation of Reduce-Scatter in MPI. PDP (2002)
Rosario Cristaldi, Giulio Iannello
Performance analysis of storage and network subsystems in cluster architectures. CLUSTER (2000)
Rosario Cristaldi, Giulio Iannello
MPI Derived Data Types Support in VIRTUS. CANPC (2000)
Massimo Bernaschi, Giulio Iannello, Mario Lauria
Experimental Results about MPI Collective Communication Operations. HPCN Europe (1999)
Roberto Canonico, Rosario Cristaldi, Giulio Iannello
A Scalable Flow Control Algorithm for the Fast Messages Communication Library. CANPC (1999)
Andrew A. Chien, Mario Lauria, Rob Pennington, Mike Showerman, Giulio Iannello, Matt Buchanan, Kay Connelly, Louis A. Giannini, Greg Koenig, Sudha Krishnamurthy, Qian Liu, Scott Pakin, Geetanjali Sampemane
Design and Evaluation of an HPVM-Based Windows NT Supercomputer. Int. J. High Perform. Comput. Appl. 13 (3) (1999)
Giulio Iannello, Mario Lauria, Stefano Mercolino
LogP performance characterization of fast messages atop Myrinet. PDP (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giulio Iannello