AIABI-2021
Italian Workshop on Artificial Intelligence and Applications for Business and Industries 2021

Table of Contents

• Preface
  Summary: There were 19 papers submitted for peer-review to this workshop. Out of these, 17 papers were accepted for this volume, 14 as regular papers and 3 as short papers.

Session 1

• Nvidia (invited speaker): AI: From Theory to Industry
  Iuri Frosio, Giuseppe Fiameni, Piero Altoé
• A Deep Learning based Methodology for Information Extraction from Documents in Robotic Process Automation
  Nicola Massarenti, Giorgio Lazzarinetti
• Instagram Images and Videos Popularity Prediction: a Deep Learning-Based Approach
  Luca Brunelli, Massimiliano Viola, Gian Antonio Susto
• EPICS: Pursuing the Quest for Smart Procurement with Artificial Intelligence
  Angelo Impedovo, Emanuele Pio Barracchia, Giuseppe Rizzo, Andrea Caprera, Elena Landrò
• A Machine Learning Based Framework for Continuous Defect Prediction in CI/CD pipelines
  Giorgio Lazzarinetti, Nicola Massarenti, Fabio Sgrò, Andrea Salafia
• Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission
  Aldo Marzullo, Martina Golini, Michele Catellani, Elena De Momi, Francesco Calimeri, Giuseppe Fiameni, Iuri Frosio
• Automatic Data Acquisition of the Power Line Inspection Using autonomous UAV's on Simulated Environment
  Moayid Ali Zaidi, Ibraheem Azeem
• CMS Optimisation with Deep Learning Techniques
  Alberto Schiaffino, Matteo Reina, Ricardo A. Matamoros A., Francesco Epifania, Francesco Ruggeri, Ignazio Maria Castrignano, Luca Marconi
• Artificial Intelligence in Customer Management Processes: a Design Perspective
  Maurizio Mesenzani, Angela Di Massa

Session 2

• Lastminute (invited speaker): Machine Learning in the Travel Industry: the lastminute.com case
  Alessandro Rozza
• A Cloud-Hosted Online Learning Approach for Glycemic Index Forecasting
  Giorgio Lazzarinetti, Nicola Massarenti, Stefania Mantisi
• Recognition of Skin Diseases and Exanthema with Deep Learning Techniques (short)
  Antonio Crinieri, Luca Terzi, Francesco Ruggeri, Ricardo A. Matamoros A., Francesco Epifania, Luca Marconi
• Dialog Clustering: a Framework for Automatic Text Clustering
  Nicola Massarenti, Giorgio Lazzarinetti
• A Comparison of Machine Learning Algorithms and Tools in Prognostic Predictive Maintenance: a Focus on Siamese Neural Network models
  Giorgio Lazzarinetti, Nicola Massarenti, Stefania Mantisi, Onofrio Sasso
• Rapid Analysis of Powders Based on Deep Learning, Near-Infrared and Derivative Spectroscopy
  Tegegn Dagmawi Delelegn, Italo Francesco Zoppis, Sara Manzoni, Alessio Mognato, Ivan Reguzzoni, Edoardo Lotti
• A Conversational Framework for Semantic Question Answering in Customer Services with Machine Learning on Knowledge Graph
  Giorgio Lazzarinetti, Nicola Massarenti
• DSAi: AI Powered Platform to support the Use and Mapping of Educational Content for SLDs students (short)
  Guido Di Fraia
• Chatbots with Deep Learning Techniques: the Influence of Dataset Variation on User experience (short)
  Simone Deola, Ricardo A. Matamoros A.
• KCRS: KClustering Recommender System for Component Configuration
  Maurizio Monticelli, Ricardo A. Matamoros A., Francesco Epifania, Luca Marconi, Antonio De Simone