2022 - On the Verification of Diagnosis Models

Author: Franz Wotawa, Oliver Tazl

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 14 "On the Verification of Diagnosis Models"

Year of publication: 2022

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2022 - AI-Driven Strategies to Implement a Grapevine Downy Mildew Warning System

Author: Luiz Angelo Steffenel, Axel Langlet, Lilian Hollard, Lucas Mohimont, Nathalie Gaveau, Marcello Copola, Clément Pierlot, Marine Rondeau

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 13 "AI-Driven Strategies to Implement a Grapevine Downy Mildew Warning System"

Year of publication: 2022

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2022 - Embedded Edge Intelligent Processing for End-To-End Predictive Maintenance in Industrial Applications

Author: Ovidiu Vermesan, Marcello Coppola

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 12 "Embedded Edge Intelligent Processing for End-To-End Predictive Maintenance in Industrial Applications"

Year of publication: 2022

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2022 - Efficient Edge Deployment Demonstrated on YOLOv5 and Coral Edge TPU

Author: Ruben Prokscha, Mathias Schneider, Alfred Höß

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 11 "Efficient Edge Deployment Demonstrated on YOLOv5 and Coral Edge TPU"

Year of publication: 2022

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2022 - Deploying a Convolutional Neural Network on Edge MCU and Neuromorphic Hardware Platforms

Author: Simon Narduzzi, Dorvan Favre, Nuria Pazos Escudero, L. Andrea Dunbar

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 10 "Deploying a Convolutional Neural Network on Edge MCU and Neuromorphic Hardware Platforms"

Year of publication: 2022

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2022 - A Framework for Integrating Automated Diagnosis into Simulation

Author: David Kaufmann and Franz Wotawa

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 9 "A Framework for Integrating Automated Diagnosis into Simulation"

Year of publication: 2022

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2022 - Feasibility of Wafer Exchange for European Edge AI Pilot Lines

Author: Annika Franziska Wandesleben, Delphine Truffier-Boutry, Varvara Brackmann1, Benjamin Lilienthal-Uhlig, Manoj Jaysnkar, Stephan Beckx, Ivan Madarevic, Audde Demarest, Bernd Hintze, Franck Hochschulz, Yannick Le Tiec, Alessio Spessot, Fabrice Nemouchi

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 8 "Feasibility of Wafer Exchange for European Edge AI Pilot Lines"

Year of publication: 2022

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2022 - Failure Detection in Silicon Package

Author: Saad Al-Baddai and Jan Papadoudis

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 6 "Failure Detection in Silicon Package"

Year of publication: 2022

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2022 - S2ORC-SemiCause: Annotating and Analysing Causality in the Semiconductor Domain

Author: Xing Lan Liu, Eileen Salhofer, Anna Safont Andreu, Roman Kern

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 7 "S2ORC-SemiCause: Annotating and Analysing Causality in the Semiconductor Domain"

Year of publication: 2022

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2022 - AI Machine Vision System for Wafer Defect Detection

Author: Dmitry Morits, Marcelo Rizzo Piton, and Timo Laakko

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 5 "AI Machine Vision System for Wafer Defect Detection"

Year of publication: 2022

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2022 - An End-to-End AI-based Automated Process for Semiconductor Device Parameter Extraction

Author: Dinu Purice, Matthias Ludwig, Claus Lenz

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 4 "An End-to-End AI-based Automated Process for Semiconductor Device Parameter Extraction"

Year of publication: 2022

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2022 - Temporal Delta Layer: Exploiting Temporal Sparsity in Deep Neural Networks for Time-Series Data

Author: Preetha Vijayan, Amirreza Yousefzadeh, Manolis Sifalakis, Rene van Leuken

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 3 "Temporal Delta Layer: Exploiting Temporal Sparsity in Deep Neural Networks for Time-Series Data"

Year of publication: 2022

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2022 - Benchmarking the Epiphany Processor as a Reference Neuromorphic Architecture

Author: Maarten Molendijk, Kanishkan Vadivel, Federico Corradi, Gert-Jan van Schaik, Amirreza Yousefzadeh, Henk Corporaal

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 2 "Benchmarking the Epiphany Processor as a Reference Neuromorphic Architecture"

Year of publication: 2022

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2022 - Benchmarking Neuromorphic Computing for Inference

Author: Simon Narduzzi, Loreto Mateu, Petar Jokic, Erfan Azarkhish, and Andrea Dunbar

Title: Industrial Artificial Intelligence Technologies and Applications -- Chapter 1 "Benchmarking Neuromorphic Computing for Inference"

Year of publication: 2022

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2022 - Current Challenges of AI Standardisation in the Digitising Industry

Author: Ovidiu Vermesan, Marcello Coppola, Reiner John, Cristina De Luca, Roy Bahr, Giulio Urlini

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 10 "Current Challenges of AI Standardisation in the Digitising Industry"

Year of publication: 2022

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2022 - Ethical Considerations and Trustworthy Industrial AI Systems

Author: Ovidiu Vermesan, Cristina De Luca, Reiner John, Marcello Coppola, Björn Debaillie, Giulio Urlini

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 9 "Ethical Considerations and Trustworthy Industrial AI Systems"

Year of publication: 2022

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2022 - Lesson Learnt and Future of AI Applied to Manufacturing

Author: Valerio Frascolla, Matthias Hummert, Tobias Monsees, Dirk Wübben, Armin Dekorsy, Nicola Michailow, Volkmar Döricht,Christoph Niedermeier, Joachim Kaiser, Arne Bröring, Michael Villnow, Daniel Wessel, Florian Geiser, Matthias Wissel, Alberto Viseras, Bin Han, Björn Richerzhagen, Hans Schotten, Davide Calandra, Fabrizio Lamberti

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 8 "Lesson Learnt and Future of AI Applied to Manufacturing"

Year of publication: 2022

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2022 - Impact of AI and Digital Twins on IIoT

Author:Bin Han, Björn Richerzhagen, Hans Schotten, Davide Calandra, Fabrizio Lamberti

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 7 "Impact of AI and Digital Twins on IIoT"

Year of publication: 2022

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2022 - Artificial Intelligence Advancements for Digitising Industry

Author: Ovidiu Vermesan, Reiner John

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 6 "Artificial Intelligence Advancements for Digitising Industry"

Year of publication: 2022

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2022 - Emerging In-memory Computing for Neural Networks

Author: Nellie Laleni, Taha Soliman, Alptekin Vardar, Thomas Kämpfe

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 5 "Emerging In-memory Computing for Neural Networks"

Year of publication: 2022

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2022 - Using FeFETs as Resistive Synapses in Crossbar-based Analog MAC Accelerating Units

Author: Lei Zhang, David Borggreve, Frank Vanselow, Ralf Brederlow

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 4 "Using FeFETs as Resistive Synapses in Crossbar-based Analog MAC Accelerating Units"

Year of publication: 2022

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2022 - Tools and Methodologies for Training, Profiling, and Mapping a Neural Network on a Hardware Target

Author: Alexandre Valentian, Simon Narduzzi, Muhammad Arsalan, Kay Bierzynski, Stefano Traferro, Preetha Vijayan, Amirreza Yousefzadeh, Manolis Sifalakis, Rene Van Leuken, Dylan Muir, Rashid Ali, Maen Mallah, Bijoy Kundu, Loreto Mateu, Mario Diaz Nava

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 3 "Tools and Methodologies for Training, Profiling, and Mapping a Neural Network on a Hardware Target"

Year of publication: 2022

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2022 - Technology and Hardware for Neuromorphic Computing

Author: Björn Debaillie, Ilja Ocket, Peter Debacker

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 2 "Technology and Hardware for Neuromorphic Computing"

Year of publication: 2022

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 2.0 "AI in Semiconductor Industry"

Author: Cristina De Luca, Bernhard Lippmann, Wolfgang Schober, Saad Al-Baddai, Georg Pelz, Andreja Rojko, Frédéric Pétrot, Marcello Coppola and Reiner John

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 2.0 "AI in Semiconductor Industry"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 1.6 "Real-Time Predictive Maintenance – Artificial Neural Network Based Diagnosis"

Author: Petr Blaha, Matus Kozovsky, Zdenek Havranek, Martin Dosedel, FranzWotawa, David Kaufmann, Adil Amukhtar, Iulia Nica, Florian Klück and Hermann Felbinger

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 1.6 "Real-Time Predictive Maintenance – Artificial Neural Network Based Diagnosis"

Year of publication: 2021

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2021 - Industrial AI Technologies for Next-Generation Autonomous Operations with Sustainable Performance"

Author: Ovidiu Vermesan, Frédéric Pétrot, Marcello Coppola, Mathias Schneider, Alfred Höß

Title: Intelligent Edge-Embedded Technologies for Digitising Industry -- Chapter 1 "Industrial AI Technologies for Next-Generation Autonomous Operations with Sustainable Performance"

Year of publication: 2022

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 1.5 "Real-Time Predictive Maintenance – Model-Based, Simulation-Based and Machine Learning Based Diagnosis"

Author: FranzWotawa, David Kaufmann, Adil Amukhtar, Iulia Nica, Florian Klück, Hermann Felbinger, Petr Blaha, Matus Kozovsky, Zdenek Havranek and Martin Dosedel

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 1.5 "Real-Time Predictive Maintenance – Model-Based, Simulation-Based and Machine Learning Based Diagnosis"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 1.3 "Optimising Trajectories in Simulations with Deep Reinforcement Learning for Industrial Robots in Automotive Manufacturing"

Author: Noah Klarmann, Mohammadhossein Malmir, Josip Josifovski, Daniel Plorin, MatthiasWagner and Alois C. Knoll

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 1.3 "Optimising Trajectories in Simulations with Deep Reinforcement Learning for Industrial Robots in Automotive Manufacturing"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 5.2 "Open Traffic Data for Mobility-as-a-Service Applications – Architecture and Challenges"

Author: Mathias Schneider, Mina Marmpena, Haris Zafeiris, Ruben Prokscha, Seifeddine Saadani, Nikolaos Evangeliou, George Bravos and Alfred Höß

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 5.2 "Open Traffic Data for Mobility-as-a-Service Applications – Architecture and Challenges"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 5.1 "AI-Based Vehicle Systems for Mobility-as-a-Service Application"

Author: Mikko Tarkiainen, Matti Kutila, Topi Miekkala, Sami Koskinen, Jokke Ruokolainen, Sami Dahlman and Jani Toiminen

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 5.1 "AI-Based Vehicle Systems for Mobility-as-a-Service Application"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 1.2 "State of Health Estimation using a Temporal Convolutional Network for an Efficient Use of Retired Electric Vehicle Batteries within Second-Life Applications"

Author: Steffen Bockrath, Stefan Waldhör, Harald Ludwig, Vincent Lorentz

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 1.2 "State of Health Estimation using a Temporal Convolutional Network for an Efficient Use of Retired Electric Vehicle Batteries within Second-Life Applications"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 5.0 "Applications of AI in Transportation Industry"

Authors: Ovidiu Vermesan, Roy Bahr, Ronnie Otto Bellmann, Jøran Edell Martinsen, Anders Kristoffersen, Torgeir Hjertaker, Mathias Schneider, Matti Kutila and Alfred Höß

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 5.0 "Applications of AI in Transportation Industry"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 1.1 "AI for Inbound Logistics Optimisation in Automotive Industry"

Author: Nikolaos Evangeliou, George Stamatis, George Bravos, Daniel Plorin and Dominik Stark

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 1.1 "AI for Inbound Logistics Optimisation in Automotive Industry"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 4.5 "AI and IIoT-based Predictive Maintenance System for Soybean Processing"

Author: Ovidiu Vermesan, Roy Bahr, Ronnie Otto Bellmann, Jøran Edell Martinsen, Anders Kristoffersen, Torgeir Hjertaker, John Breiland, Karl Andersen, Hans Erik Sand, Parsa Rahmanpour and David Lindberg

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 4.5 "AI and IIoT-based Predictive Maintenance System for Soybean Processing"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 4.4 "Optimisation of Soybean Manufacturing Process Using Real-time Artificial Intelligence of Things Technology"

Author: Ovidiu Vermesan, Jøran Edell Martinsen, Anders Kristoffersen, Roy Bahr, Ronnie Otto Bellmann, Torgeir Hjertaker, John Breiland, Karl Andersen, Hans Erik Sand, Parsa Rahmanpour and David Lindberg

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 4.4 "Optimisation of Soybean Manufacturing Process Using Real-time Artificial Intelligence of Things Technology"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 1.0 "AI Reshaping the Automotive Industry"

Author: Daniel Plorin

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 1.0 "AI Reshaping the Automotive Industry"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 4.3 "AI-Based Quality Control System at the Pressing Stages of the Champagne Production"

Author: Lucas Mohimont, Mathias Roesler, Angelo Steffenel, Nathalie Gaveau, Marine Rondeau, François Alin, Clément Pierlot, Rachel Ouvinha de Oliveira, Marcello Coppola and Philipe Doré

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 4.3 "AI-Based Quality Control System at the Pressing Stages of the Champagne Production"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 4.2 "AI-Driven Yield Estimation Using an Autonomous Robot for Data Acquisition"

Author: Lucas Mohimont, Luiz Angelo Steffenel, Mathias Roesler, Nathalie Gaveau1, Marine Rondeau, François Alin, Clément Pierlot, Rachel Ouvinha de Oliveira and Marcello Coppola

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 4.2 "AI-Driven Yield Estimation Using an Autonomous Robot for Data Acquisition"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 4.1 "Innovative Vineyards Environmental Monitoring System Using Deep Edge AI"

Author: Marcello Coppola, Louis Noaille, Clément Pierlot, Rachel Ouvinha de Oliveira, Nathalie Gaveau, Marine Rondeau, Lucas Mohimont, Luiz Angelo Steffenel, Simone Sindaco and Tullio Salmon

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 4.1 "Innovative Vineyards Environmental Monitoring System Using Deep Edge AI"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 4.0 "AI in Food and Beverage Industry"

Author: Rachel Ouvinha de Oliveira, Marcello Coppola and Ovidiu Vermesan

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 4.0 "AI in Food and Beverage Industry"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 3.4 "Touch Identification on Sensitive Robot Skin Using Time Domain Reflectometry and Machine Learning Methods"

Author: Pawel Kostka, AnjaWinkler, Adnan Haidar, Muhammad Ghufran Khan, Rene Jäkel, PeterWinkler and Ralph Müller-Pfefferkorn

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 3.4 "Touch Identification on Sensitive Robot Skin Using Time Domain Reflectometry and Machine Learning Methods"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 3.3 "Radar-Based Human-Robot Interfaces"

Author: Hans Cappelle, Ali Gorji Daronkolaei, Ing Jyh Tsang, Björn Debaillie and Ilja Ocket

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 3.3 "Radar-Based Human-Robot Interfaces"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 3.2 "Construction of a Smart Vision-Guided Robot System for Manipulation in a Dynamic Environment"

Author: Janis Arents, Modris Greitans and Bernd Lesser

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 3.2 "Construction of a Smart Vision-Guided Robot System for Manipulation in a Dynamic Environment"

Year of publication: 2021

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2021 - Vers des Modèles IA pour l'Estimation du Rendement en Viticulture

Author: Luiz Angelo Steffenel, et al

Title: Vers des Modèles IA pour l'Estimation du Rendement en Viticulture

Year of publication: 2021

Published in: 1er Colloque 2021 sur l’émergence de TERritoires INTelligents (TERINT2021)

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 3.1 "AI-Powered Collision Avoidance Safety System for Industrial Woodworking Machinery"

Author: Francesco Conti, Fabrizio Indirli, Antonio Latella, Francesco Papariello, Giacomo Michele Puglia, Felice Tecce, Giulio Urlini and Marcello Zanghieri

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 3.1 "AI-Powered Collision Avoidance Safety System for Industrial Woodworking Machinery"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 3.0 "AI in Industrial Machinery"

Author: Giulio Urlini, Janis Arents and Antonio Latella

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 3.0 "AI in Industrial Machinery"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 2.4 "Automated Anomaly Detection Through Assembly and Packaging Process"

Author: Saad Al-Baddai, Martin Juhrisch, Jan Papadoudis, Anna Renner, Lippmann Bernhard, Cristina De Luca, Fabian Haas and Wolfgang Schober

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 2.4 "Automated Anomaly Detection Through Assembly and Packaging Process"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 2.3 "Towards Fully Automated Verification of Semiconductor Technologies"

Author: Matthias Ludwig, Dinu Purice, Bernhard Lippmann, Ann-Christin Bette and Claus Lenz

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 2.3 "Towards Fully Automated Verification of Semiconductor Technologies"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 2.2 "Efficient Deep Learning Approach for Fault Detection in the Semiconductor Industry"

Author: Liliana Andrade, Thomas Baumela, Frédéric Pétrot, David Briand, Olivier Bichler and Marcello Coppola

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 2.2 "Efficient Deep Learning Approach for Fault Detection in the Semiconductor Industry"

Year of publication: 2021

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2021 - Artificial Intelligence for Digitising Industry Applications -- Chapter 2.1 "AI-Based Knowledge Management System for Risk Assessment and Root Cause Analysis in Semiconductor Industry"

Author: Houssam Razouk, Roman Kern, Martin Mischitz, Josef Moser, Mirhad Memic, Lan Liu, Christian Burmer and Anna Safont-Andreu

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 2.1 "AI-Based Knowledge Management System for Risk Assessment and Root Cause Analysis in Semiconductor Industry"

Year of publication: 2021

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2020 - On the Use of Answer Set Programming for Model-Based Diagnosis

Author: F. Wotawa

Title: Improving On the Use of Answer Set Programming for Model-Based Diagnosis

Year of publication: 2020

Published in: IEA/AIE 2020: Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices (pp 518-529)

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