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Francesco Palmieri

Francesco Palmieri

D-Index & Metrics

Computer Science

D-Index
54
Citations
11244
World Ranking
4590
National Ranking
98

Overview

Francesco Palmieri is affiliated with the University of Salerno in Italy. Their research focuses primarily on the fields of computer science and engineering, with a distinct emphasis on artificial intelligence, computer networks and communications, electrical and electronic engineering, information systems, and signal processing.

Their work addresses several key topics including advanced malware detection techniques, network security and intrusion detection, internet traffic analysis and secure e-voting, anomaly detection techniques and applications, privacy-preserving technologies in data, energy load and power forecasting, and IoT and edge/fog computing.

Frequent collaborators in their research include Gianni D'Angelo, Massimo Ficco, Arcangelo Castiglione, Eslam Farsimadan, and Leila Moradi.

Common venues for Francesco Palmieri's publications are:

  • Soft Computing
  • Applied Soft Computing
  • International Journal of Intelligent Systems
  • Future Generation Computer Systems
  • Internet of Things

Selected recent papers authored or co-authored by Francesco Palmieri are:

  • Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station, 2020, Soft Computing
  • GGA: A modified genetic algorithm with gradient-based local search for solving constrained optimization problems, 2020, Information Sciences
  • Network traffic classification using deep convolutional recurrent autoencoder neural networks for spatial-temporal features extraction, 2020, Journal of Network and Computer Applications
  • Federated learning for IoT devices: Enhancing TinyML with on-board training, 2023, Information Fusion
  • Forecasting Electricity Consumption and Production in Smart Homes through Statistical Methods, 2021, Sustainable Cities and Society

Francesco Palmieri has also contributed to book publications, including a work published by Springer International Publishing titled Cyber Security, Privacy and Networking in 2022.

Best Publications

  • Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station

    Pradeep Hewage;Ardhendu Behera;Marcello Trovati;Ella Pereira

  • Using generative adversarial networks for improving classification effectiveness in credit card fraud detection

    Ugo Fiore;Alfredo De Santis;Francesca Perla;Paolo Zanetti

  • Network anomaly detection with the restricted Boltzmann machine

    Ugo Fiore;Francesco Palmieri;Aniello Castiglione;Alfredo De Santis

  • Original Contribution: Optimal filtering algorithms for fast learning in feedforward neural networks

    Samir Shah;Francesco Palmieri;Michael Datum

  • Multi-layer cloud architectural model and ontology-based security service framework for IoT-based smart homes

    Ming Tao;Jinglong Zuo;Zhusong Liu;Aniello Castiglione

  • Classifying mammographic lesions using computerized image analysis

    J. Kilday;F. Palmieri;M.D. Fox

  • Smart Cloud Storage Service Selection Based on Fuzzy Logic, Theory of Evidence and Game Theory

    Christian Esposito;Massimo Ficco;Francesco Palmieri;Aniello Castiglione

  • GGA: A modified genetic algorithm with gradient-based local search for solving constrained optimization problems

    Gianni D’Angelo;Francesco Palmieri

  • Ll-filters-a new class of order statistic filters

    F. Palmieri;C.G. Boncelet

  • Comments on "Theoretical analysis of evolutionary algorithms with an infinite population size in continuous space. I. Basic properties of selection and mutation" [with reply]

    Yong Gao;Xiaofeng Qi;F. Palmieri

  • A scalable distributed machine learning approach for attack detection in edge computing environments

    Rafał Kozik;Michał Choraś;Massimo Ficco;Francesco Palmieri

  • Theoretical analysis of evolutionary algorithms with an infinite population size in continuous space. Part II: Analysis of the diversification role of crossover

    Xiaofeng Qi;F. Palmieri

  • Network traffic classification using deep convolutional recurrent autoencoder neural networks for spatial–temporal features extraction

    Gianni D’Angelo;Francesco Palmieri

  • Cloud-based adaptive compression and secure management services for 3D healthcare data

    Arcangelo Castiglione;Raffaele Pizzolante;Alfredo De Santis;Bruno Carpentieri

  • A knowledge-based platform for Big Data analytics based on publish/subscribe services and stream processing

    Christian Esposito;Massimo Ficco;Francesco Palmieri;Aniello Castiglione

  • Internet traffic modeling by means of Hidden Markov Models

    Alberto Dainotti;Antonio Pescapé;Pierluigi Salvo Rossi;Francesco Palmieri

  • Knowledge Transfer for Scene-Specific Motion Prediction

    Lamberto Ballan;Francesco Castaldo;Alexandre Alahi;Francesco Palmieri

  • Developing a trust model for pervasive computing based on Apriori association rules learning and Bayesian classification

    Gianni D'angelo;Salvatore Rampone;Francesco Palmieri

  • Malware detection in mobile environments based on Autoencoders and API-images

    Gianni D’Angelo;Massimo Ficco;Francesco Palmieri

  • A distributed approach to network anomaly detection based on independent component analysis

    Francesco Palmieri;Ugo Fiore;Aniello Castiglione

  • MEKA-a fast, local algorithm for training feedforward neural networks

    S. Shah;F. Palmieri

  • Security, Privacy and Trust for Smart Mobile-Internet of Things (M-IoT) : A Survey

    Vishal Sharma;Ilsun You;Karl Andersson;Francesco Palmieri

Frequent Co-Authors

Aniello Castiglione
Aniello Castiglione University of Salerno
Alfredo De Santis
Alfredo De Santis University of Salerno
Domenico Ciuonzo
Domenico Ciuonzo University of Naples Federico II
Ilsun You
Ilsun You Kookmin University
Peter Willett
Peter Willett University of Connecticut
Silvio Savarese
Silvio Savarese Stanford University
Alexandre Alahi
Alexandre Alahi École Polytechnique Fédérale de Lausanne
Jin Li
Jin Li Chinese Academy of Sciences
Giorgio Franceschetti
Giorgio Franceschetti University of Naples Federico II
Athina P. Petropulu
Athina P. Petropulu Rutgers, The State University of New Jersey

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