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Computer Science

D-Index
32
Citations
12258
World Ranking
12848
National Ranking
386

Overview

Massimo Piccardi is affiliated with the University of Technology Sydney in Australia. Their scholarly contributions predominantly focus on computer science, with a particular emphasis on artificial intelligence.

The main research fields highlighted in their work include:

  • Computer Science

Within this broad domain, they have concentrated on several subfields:

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Information Systems
  • Signal Processing
  • Radiology, Nuclear Medicine and Imaging

Piccardi's research topics cover various advanced machine learning and text analysis techniques, including:

  • Topic Modeling
  • Natural Language Processing Techniques
  • Advanced Text Analysis Techniques
  • Text and Document Classification Technologies
  • Multimodal Machine Learning Applications
  • Artificial Intelligence in Healthcare and Education
  • Traffic and Road Safety

Selected recent publications illustrate the diversity and interdisciplinary nature of their work:

  • Machine learning applications to neuroimaging for glioma detection and classification: An artificial intelligence augmented systematic review, 2021, Journal of Clinical Neuroscience
  • Secure Multi-Party Computation for Machine Learning: A Survey, 2024, IEEE Access
  • Detecting compromised IoT devices: Existing techniques, challenges, and a way forward, 2023, Computers & Security
  • An Embedding-Based Topic Model for Document Classification, 2021, ACM Transactions on Asian and Low-Resource Language Information Processing
  • Ethical thinking machines in surgery and the requirement for clinical leadership, 2020, The American Journal of Surgery

The most frequent co-authors collaborating with Piccardi include:

  • Iñigo Jauregi Unanue
  • Nazanin Esmaili
  • Mehran Abolhasan
  • Daniel Franklin
  • Justin Lipman

Their publications often appear in the following venues:

  • arXiv (Cornell University)
  • IEEE Access
  • ACM Transactions on Asian and Low-Resource Language Information Processing
  • SSRN Electronic Journal
  • Artificial Intelligence in Medicine

Best Publications

  • Background subtraction techniques: a review

    M. Piccardi

  • Detecting moving objects, ghosts, and shadows in video streams

    R. Cucchiara;C. Grana;M. Piccardi;A. Prati

  • Improving shadow suppression in moving object detection with HSV color information

    R. Cucchiara;C. Grana;M. Piccardi;A. Prati

  • Image analysis and rule-based reasoning for a traffic monitoring system

    R. Cucchiara;M. Piccardi;P. Mello

  • Bi-modal emotion recognition from expressive face and body gestures

    Hatice Gunes;Massimo Piccardi

  • Image analysis and rule-based reasoning for a traffic monitoring system

    R. Cucchiara;M. Piccardi;P. Mello

  • A Bimodal Face and Body Gesture Database for Automatic Analysis of Human Nonverbal Affective Behavior

    H. Gunes;M. Piccardi

  • Automatic Temporal Segment Detection and Affect Recognition From Face and Body Display

    H. Gunes;M. Piccardi

  • Affect recognition from face and body: early fusion vs. late fusion

    H. Gunes;M. Piccardi

  • Detecting objects, shadows and ghosts in video streams by exploiting color and motion information

    R. Cucchiara;C. Grana;M. Piccardi;A. Prati

  • Machine learning applications to clinical decision support in neurosurgery: an artificial intelligence augmented systematic review.

    Quinlan D. Buchlak;Nazanin Esmaili;Jean-Christophe Leveque;Farrokh Farrokhi

  • Tracking people across disjoint camera views by an illumination-tolerant appearance representation

    Christopher Madden;Eric Dahai Cheng;Massimo Piccardi

  • Vehicle Detection under Day and Night Illumination.

    Rita Cucchiara;Massimo Piccardi

  • Statistic and knowledge-based moving object detection in traffic scenes

    R. Cucchiara;C. Grana;M. Piccardi;A. Prati

  • The Sakbot System for Moving Object Detection and Tracking

    Rita Cucchiara;Costantino Grana;Gianni Neri;Massimo Piccardi

  • Assessing facial beauty through proportion analysis by image processing and supervised learning

    Hatice Gunes;Massimo Piccardi

  • Mean shift for accurate license plate localization

    Wenjing Jia;Huaifeng Zhang;Xiangjian He;M. Piccardi

  • Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition

    Iigo Jauregi Unanue;Ehsan Zare Borzeshi;Massimo Piccardi

  • From the Lab to the Real World: Affect Recognition Using Multiple Cues and Modalities

    Hatice Gunes;Massimo Piccardi;Maja Pantic

  • Machine learning applications to neuroimaging for glioma detection and classification: An artificial intelligence augmented systematic review.

    Quinlan D. Buchlak;Nazanin Esmaili;Jean-Christophe Leveque;Christine Bennett

  • Bidirectional LSTM-CRF for Clinical Concept Extraction

    Raghavendra Chalapathy;Ehsan Zare Borzeshi;Massimo Piccardi

Frequent Co-Authors

Rita Cucchiara
Rita Cucchiara University of Modena and Reggio Emilia
Hatice Gunes
Hatice Gunes University of Cambridge
Andrea Prati
Andrea Prati University of Parma
Paola Mello
Paola Mello University of Bologna
Costantino Grana
Costantino Grana University of Modena and Reggio Emilia
Michela Milano
Michela Milano University of Bologna
Xiangjian He
Xiangjian He University of Technology Sydney
Gholamreza Haffari
Gholamreza Haffari Monash University
Clinton Fookes
Clinton Fookes Queensland University of Technology
Sridha Sridharan
Sridha Sridharan Queensland University of Technology

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