A CASE STUDY OF INNOVATION OF AN INFORMATION COMMUNICATION SYSTEM AND UPGRADE OF THE KNOWLEDGE BASE IN INDUSTRY BY ESB, ARTIFICIAL INTELLIGENCE, AND BIG DATA SYSTEM INTEGRATION
ABSTRACT: I ricercatori di Dyrecta Lab hanno dimostrato come può essere sviluppata la base di conoscenza partendo da applicativi gestionali, analizzando un caso di studio specifico. Il paper dimostra come le linee guida del manuale Frascati della Ricerca possono essere interpretate e seguite in progetti di Ricerca Industriale e dello Sviluppo Pre-Competitivo, espandendo la base […]
MODEL OF MULTIPLE ARTIFICIAL NEURAL NETWORKS ORIENTED ON SALES PREDICTION AND PRODUCT SHELF DESIGN
ABSTRACT: In this paper the authors proposed different Multilayer Perceptron Models (MLP) of artificial neural networks (ANN) suitable for visual merchandising in Global Distribution (GDO) applications involving supermarket product facing. The models are related to the prediction of different attributes concerning mainly shelf product allocation applying times series forecasting approach. The study highlights the range […]
SENSITIVITY OF A VIDEO SURVEILLANCE SYSTEM BASED ON MOTION DETECTION
ABSTRACT: The implementation of a stand-alone system developed in JAVA language for motion detection has been discussed. The open-source OpenCV library has been adopted for video surveillance image processing thus implementing Background Subtraction algorithm also known as foreground detection algorithm. Generally the region of interest of a body or object to detect is related to […]
DATA MINING MODEL PERFORMANCE OF SALES PREDICTIVE ALGORITHMS BASED ON RAPIDMINER WORKFLOWS
ABSTRACT: By applying RapidMiner workflows has been processed a dataset originated from different data files, and containing information about the sales over three years of a large chain of retail stores. Subsequently, has been constructed a Deep Learning model performing a predictive algorithm suitable for sales forecasting. This model is based on artificial neural network […]
AUTOMATIC IMAGE PROCESSING ENGINE ORIENTED ON QUALITY CONTROL OF ELECTRONIC BOARDS
ABSTRACT: We propose in this work a study of an image processing engine able to detect automatically the features of electronic board weldings. The engine has been developed by using ImageJ and OpenCV libraries. Specifically the image processing segmentation has been improved by watershed approach. After a complete design of the automation processes, different test […]
ESB PLATFORM INTEGRATING KNIME DATA MINING TOOL ORIENTED ON INDUSTRY 4.0 BASED ON ARTIFICIAL NEURAL NETWORK PREDICTIVE MAINTENANCE
La rivista International Journal of Artificial Intelligence & Applications (IJAIA), ha accettato il nostro articolo “ESB PLATFORM INTEGRATING KNIME DATA MINING TOOL ORIENTED ON INDUSTRY 4.0 BASED ON ARTIFICIAL NEURAL NETWORK PREDICTIVE MAINTENANCE” Sistemi Intelligenti per l’automazione dei processi delle PMI nel contesto applicativo Industria 4.0 I principi mostrati potranno essere applicati per customizzare interfacce […]
Intelligent System for Image Retrieval (ISIR) based on CBIR technology: Industrialization process
Abstract Content-Based Image Retrieval (CBIR) is a new emerging technology for image retrieval purpose. So, this paper presents an experimental analysis on document image retrieval using a multi-domain intelligent system called ISIR (Intelligent System for Image Retrieval). ISIR system investigates, on the same document image, the combination of three different domains: color, layout and texture. […]
Experimental and numerical studies of microwave-plasma interaction in a MWPECVD reactor
L’ Ing. Alessandro Massaro (R&D Dyrecta Lab) ha replicato sperimentalmente in laboratorio, mediante generazione di un plasma, il fenomeno di interferenza di comunicazione radio (“buco” di comunicazione fra navicelle e unità di terra ) che avviene al rientro delle navicelle spaziali durante l’impatto con l’atmosfera. Massaro, A., Velardi, L., Taccogna, F., & Cicala, G. (2016). […]
TRACCIABILITÀ BIOLOGICA RFID
Il progetto di ricerca “Tracciabilità della produzione/distribuzione dei prodotti agroalimentari biologici mediante tecnologia RFID” intende monitorare il prodotto alimentare, durante il trasporto, per garantire la qualità del fresco. Più dettagliatamente, tale obiettivo sarà raggiunto grazie alla tecnologia RFID. Il sistema RFID non intende sostituire l’attuale tecnologia dei barcode, piuttosto sarà in grado di fornire un […]
Dialogue disambiguation in Living Labs experience the Puglia Tremor system
Abstract: The Living Lab idea was conceived by William Mitchell at MIT and since 2006 also Europe Union has been joining the living lab experience. In August 2011, the Regional Government of Apulia included Living Labs and Pre-commercial public procurement in their existing Operational Program of European Regional Development Fund. Hereinafter the project called “Puglia Tremor” […]