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Applied Intelligence and Informatics

Second International Conference, AII 2022, Reggio Calabria, Italy, September 1–3, 2022, Proceedings

  • Conference proceedings
  • © 2022

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Editors:
  1. Mufti Mahmud

    1. Nottingham Trent University, Nottingham, UK

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  2. Cosimo Ieracitano

    1. University Mediterranea of Reggio Calabria, Reggio Calabria, Italy

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  3. M. Shamim Kaiser

    1. Jahangirnagar University, Dhaka, Bangladesh

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  4. Nadia Mammone

    1. University Mediterranea of Reggio Calabria, Reggio Calabria, Italy

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  5. Francesco Carlo Morabito

    1. University Mediterranea of Reggio Calabria, Reggio Calabria, Italy

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1724)

Included in the following conference series:

Conference proceedings info: AII 2022.

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Table of contents (39 papers)

  1. Front Matter

    Pages i-xv
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  2. Emerging Applications of AI and Informatics

    1. Front Matter

      Pages 1-1
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    2. A Hybrid Speed and Radial Distance Feature Descriptor Using Optical Flow Approach in HAR

      • Guanghui Hua, G. Hemantha Kumar, V. N. Manjunath Aradhya
      Pages 3-13

    3. Innovative Soft Computing Techniques for the Evaluation of the Mechanical Stress State of Steel Plates

      • Mario Versaci, Giovanni Angiulli, Fabio La Foresta, Paolo Crucitti, Filippo Laganá, Diego Pellicanó et al.
      Pages 14-28

    4. An Indirect Approach to Forecast Produced Power on Photovoltaic Plants Under Uneven Shading Conditions

      • Valentina Lucaferri, Martina Radicioni, Francesco De Lia, Antonino Laudani, Roberto Lo Presti, Gabriele Maria Lozito et al.
      Pages 29-43

    5. An FPGA-Based Hardware Accelerator for the k-Nearest Neighbor Algorithm Implementation in Wearable Embedded Systems

      • Antonio Borelli, Fanny Spagnolo, Raffaele Gravina, Fabio Frustaci
      Pages 44-56

    6. Designing Low-Power and High-Speed FPGA-Based Binary Decision Tree Hardware Accelerators

      • Roman Huzyuk, Fanny Spagnolo, Fabio Frustaci
      Pages 57-72

    7. MEMS and AI for the Recognition of Human Activities on IoT Platforms

      • Luigi Bibbo’, Massimo Merenda, Riccardo Carotenuto, Vincenzo Francesco Romeo, Francesco Della Corte
      Pages 73-89

    8. Tackling the Linear Sum Assignment Problem with Graph Neural Networks

      • Carlo Aironi, Samuele Cornell, Stefano Squartini
      Pages 90-101

    9. A Nonparametric Model for Forecasting Life Expectancy at Birth Using Gaussian Process

      • Pranta Biswas, Fahmida Islam Ireen, Fairooz Ahsan Nawar, Maisha Tabassum, Muhammad Arifur Rahman, Mufti Mahmud et al.
      Pages 102-116

    10. Optimized Layout: A Genetic Algorithm for Industrial and Business Application

      • Pasquale Fotia, Massimiliano Ferrara
      Pages 117-126

  3. Application of AI and Informatics in Healthcare

    1. Front Matter

      Pages 127-127
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    2. Explainable Deep Learning for Alzheimer Disease Classification and Localisation

      • Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Fabrizio Ravelli, Antonella Santone
      Pages 129-143

    3. ML-Based Radiomics Analysis for Breast Cancer Classification in DCE-MRI

      • Francesco Prinzi, Alessia Orlando, Salvatore Gaglio, Massimo Midiri, Salvatore Vitabile
      Pages 144-158

    4. Decoding Motor Preparation Through a Deep Learning Approach Based on EEG Time-Frequency Maps

      • Nadia Mammone, Cosimo Ieracitano, Rossella Spataro, Christoph Guger, Woosang Cho, Francesco C. Morabito
      Pages 159-173

    5. A Novel Fuzzy Semi-supervised Learning Approach for the Classification of Colorectal Cancer (FSSL-CRCC)

      • Sara Karim, Muhammed J. A. Patwary, Mohammad Shahadat Hossain, Karl Andersson
      Pages 174-185

    6. Machine Learning Models to Analyze the Effect of Drugs on Neonatal-ICU Length of Stay

      • Farzana Islam Adiba, Mohammad Zahidur Rahman
      Pages 186-204

    7. iConDet2: An Improved Conjunctivitis Detection Portable Healthcare App Powered by Artificial Intelligence

      • Mainak Adak, Aayushman Chatterjee, Nilanjana Dutta Roy, Mufti Mahmud
      Pages 205-218

    8. Ensemble Classifiers for a 4-Way Classification of Alzheimer’s Disease

      • Noushath Shaffi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud, Karthikeyan Subramanian
      Pages 219-230

    9. Identification of Crown and Rump in First-Trimester Ultrasound Images Using Deep Convolutional Neural Network

      • Samuel Sutton, Mufti Mahmud, Rishi Singh, Luis Yovera
      Pages 231-247
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Other volumes

  1. The Use of Artificial Intelligence for Space Applications

  2. Applied Intelligence and Informatics

Keywords

About this book

This book constitutes the refereed proceedings of the Second International Conference on Applied Intelligence and Informatics, AII 2022, held in Reggio Calabria, Italy, during September 1–3, 2022. 

The 38 full papers included in this book were carefully reviewed and selected from 108 submissions. They were organized in topical sections as follows: ​Emerging Applications of AI and Informatics;  Application of AI and Informatics in Healthcare; Application of AI and Informatics in Pattern Recognition; and Application of AI and Informatics in Network, Security, and Analytics.

Editors and Affiliations

  • Nottingham Trent University, Nottingham, UK

    Mufti Mahmud

  • University Mediterranea of Reggio Calabria, Reggio Calabria, Italy

    Cosimo Ieracitano, Nadia Mammone, Francesco Carlo Morabito

  • Jahangirnagar University, Dhaka, Bangladesh

    M. Shamim Kaiser

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