2021 - Automotive Intelligence Embedded in Electric Connected Autonomous and Shared Vehicles Technology for Sustainable Green Mobility"

Author: Ovidiu Vermesan,Reiner John,Patrick Pype, Gerardo Daalderop, Kai Kriegel, Gerhard Mitic, Vincent Lorentz, Roy Bahr, Hans Erik Sand, Steffen Bockrath and Stefan Waldhör

Title: Artificial Intelligence for Digitising Industry Applications -- Chapter 5.2 "Automotive Intelligence Embedded in Electric Connected Autonomous and Shared Vehicles Technology for Sustainable Green Mobility"

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 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 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 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 - 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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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 - 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 1.4 "Foundations of Real Time Predictive Maintenance with Root Cause Analysis"

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 1.4 "Foundations of Real Time Predictive Maintenance with Root Cause Analysis"

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 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 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 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 - DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs

Author: Burrello, Alessio; Garofalo, Angelo; Bruschi, Nazareno; Tagliavini, Giuseppe; Rossi, Davide; Conti, Francesco

Title: DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs

Year of publication: 2021

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2021 - XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Networks on RISC-V based IoT End Nodes

Author: Garofalo, Angelo; Tagliavini, Giuseppe; Conti, Francesco; Benini, Luca; Rossi, Davide

Title: XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Networks on RISC-V based IoT End Nodess

Year of publication: 2021

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2021 - Using Ontologies in Failure Analysis

Author: Anna Safont-Andreu, et al

Title: Using Ontologies in Failure Analysis

Year of publication: 2021

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