The Contribution of XAI for the Safe Development and Certification of AI: An Expert-Based Analysis

Autor: Fresz, Benjamin, Göbels, Vincent Philipp, Omri, Safa, Brajovic, Danilo, Aichele, Andreas, Kutz, Janika, Neuhüttler, Jens, Huber, Marco F.

Developing and certifying safe - or so-called trustworthy - AI has become an increasingly salient issue, especially in light of upcoming regulation such as the EU AI Act. In this context, the black-box nature of machine learning models limits the use

Externí odkaz: http://arxiv.org/abs/2408.02379

A taxonomy of living labs in a smart service context.

Autor: Wohlmuth, Benedikt¹ benedikt.wohlmuth@iao.fraunhofer.de, Neuhüttler, Jens¹ jens.neuhuettler@iao.fraunhofer.de, Hölzle, Katharina¹ katharina.hoelzle@iao.fraunhofer.de

Publikováno v: Proceedings of ISPIM Conferences. 2024, p1-19. 19p.

Implementation and Validation of non-semantic Out-of-Distribution Detection on Image Data in Manufacturing

Autor: Jin, Meng, Mehta, Dharmil Rajesh, Xing, Wenting, Schniertshauer, Johannes, Neuhüttler, Jens, Zimmermann, Felix

Small changes in the production environment can have a negative impact on the performance of machine learning models. This study investigates the feasibility of various methods for detecting non-semantic Out-of-Distribution (OOD) cases in input image

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d91b239c38017601b5b4bf73704b5db4

Deutsche Normungsroadmap Künstliche Intelligenz Ausgabe 2

Autor: Adler, Rasmus, Alcala, Araceli, Anton, Marie, Armbruster, Tristan, Arntzen, Stefan, Aschenbrenner, Doris, Klaus-Dieter Axt, Baumgartner, Renate, Becker, Nikolas, Beiter, Rebecca, Bendig, Thomas, Benecke, Ralf, Benner, Philipp, Bernhardt, Bastian, Beyer, Paul, Bich, Karsten, Biehler, Jan, Bieringer, Lukas, Binder, Andreas, Birska, Sylwia, Blum, André, Böhm, John, Bohn, Jürgen, Bollgrün, Patrick, Börkircher, Mikko, Borowski, Kevin, Bracht, Oliver, Brand, Matthias, Buchsbaum, Katharina, Budde, Lena Marie, Bühler, Joachim, Bunte, Andreas, Burchardt, Aljoscha, Burton, Simon, Büttel, Tim, Coester, Ulla, Cremers, Armin B., Czarny, Damian A., Da Silva, Lucas, Dang, David, Däßler, Klaus, De Meer, Jan, Demel, Axel, Deussen, Peter, Dickhaut, Ernestine, Dittrich, Eckhard, Dittrich, Alexander, Khac, Lilian Do, Dotzauer, Felix, Drzyzga, Gilbert, Ebers, Martin, Elmas, Filiz, Elmer, Stefan, Esche, Marko, Fehlandt, Benjamin, Féret, Leander, Fetic, Lajla, Fliehe, Marc, Fligge-Niebling, Julia, Flögel, Werner, Frank, Matthias, Franken, Annika, Fränzle, Martin, Fraunholz, Christian, Frierson, Charlotte, Gauer, Florian, Gause, Clemens, Gautier, Antoine, Gebauer, Marc, Geiger, Bernd, Genovesi, Sergio, Gerst, Detlef, Geschwill, Simon, Gesmann-Nuissl, Dagmar, Glasmeier, Nora Helena, Glatzner, Ludwig, Gnaudschun, Jens, Goebel, Marius, Grau, Dominik, Gromov, Viacheslav, Großmann, Jürgen, Grotepass, Jürgen, Gruchmann, Yvonne, Günther, Norman, Haimerl, Martin, Hattenkofer, Christian, Hauer, Marc, Haufe, Stefan, Heider, Elias, Heiles, Jürgen, Heinemann, Tobias, Hein, Tabea, Heinemann, Claudia, Henseler, Christoph, Hildesheim, Wolfgang, Hilgert, Barbara, Höhndorf, Lukas, Holoyad, Taras, Hösl, Maximilian, Jaschke, Alexander, Jung, Barbara, Just, Vanessa, Kacyniak, Agnieszka, Kaiser, Thomas, Kärkkäinen, Leo, Kiefer, Jan, Kim, So-Jin, Kirsch, Roland, Nils-Olaf Klabunde, Kläs, Michael, Kleen, Philip, Kleinfeld, Anette, Klingel, Anita, Klippert, Jürgen, Kloiber, Julia, Knaak, Mirko, Knauer, David, Knauer, Ricardo, Knaut, Andrea, Knecht, Franz, Knicker, Mario, Knödler, Marco, Knopf, Harry, Köhler, Martin F., Kolf, Christian, Kolliarakis, Georgios, Koska, Christopher, Kosslers, Sebastian, Kossow, Roland, Kothe, Stefan, Kotte, Sebastian, Krafft, Tobias D., Kratzer, Klaus, Kraus, Tom, Krebsz, Markus, Kremer, Tim, Kriegsmann, Sebastian, Kröll, Mirco, Krüger, Antonio, Krüger, Katja, Brandao, Jacques Kruse, Kubes, Tanja, Kuch, Susanne, Kunkel, Stefan, Küttner, Benjamin, Lachenmaier, Jens F., Laible, Holger, Lakermann, Joel, Lang, Fredi, Latniak, Erich, Lederer, Elisa, Legat, Christoph, Lehmhaus, Lorenz, Mahei Manhai Li, Lipka, Michael, Loevenich, Daniel, Lorenz, Jeanette Miriam, Löwen, Ulrich, Ma, Jackie, Maack, Stefan, Mackert, Manuela, Mahr, Sabine, Margreiter, Maximilian, Markert, Karla, Maspfuhl, Oliver, Matthias, Isabel, Matzke, Gerd, Meeß, Henri, Merget, Iris, Meschede, Ralf, Meyer, Martin, Meyer, Olga, Meyne, Sascha, Mihatsch, Alexander, Mirnig, Alexander G., Mockenhaupt, Andreas, Möhlmann, Eike, Mörike, Michael, Müller, Andreas W., Müller, Christian, Nad, Tomislav, Nahler, Gert, Nawroth, Andreas, Neuhüttler, Jens, Neumann-Brosig, Matthias, Neveling, Marc, Nickel, Peter, Niehaus, Jürgen, Nienaber, Reimund, Nöbel, Johannes, Nowack, Antje, O'Sullivan, Shane, Obert, Otto, Ohliger, Ursula, Page, Rebecca, Papenbrock, Jochen, Pechmann, Ludwig, Peifer, Yannick, Pekerman, Robin H., Pentenrieder, Annelie, Peters, Christoph, Petsch, Fabian, Petschick, Katharina, Peylo, Christoph, Pflumm, Daniel, Philipp, Patrick, Pöhls, Heinrich C., Poignée, Frank, Poretschkin, Maximilian, Portier, Martin, Prager, Jens, Putzer, Henrik J., Rabe, Alexander, Rauh, Peter, Reese, Hendrik A., Rehm, Georg, Reinel, Claudia, Rennoch, Alex, Roleff, Klaus, Roscher, Karsten, Rosenthal, Michael, Rösler, Jan, Röttger, Nils, Runze, Gerhard, Ruskowski, Martin, Saerbeck, Martin, Sanner, Peter K., Sawilla, Ingo, Schacht, Mario, Schemel, Peter, Scheurenbrand, Kim Marvin, Schildt, Maximilian, Schirgi, David, Schleipen, Miriam, Schlesinger, Dirk, Schlicker, Nadine, Schmid, Thomas, Michael-Christian Schmidt, Schmidt, Thomas, Schmidt, Christoph, Schmidtke, Jörg, Schmiedchen, Frank, Schmitz, Thorsten, Schneider, Jonas, Schoepe, Detlef, Schröder, Wolfgang M., Schröter, Welf, Schlug, Stephan, Schüßler, Tim, Schütte, Jan Fiete, Schwendicke, Falk, Seeliger, Adrian, Seifert, Eberhard K., Seitz, Jan, Annegrit Seyerlein-Klug, Shahinfar, Fatemeh, Simbeck, Katharina, Skuin, Andreas, Sliwa, Ariana, Spallek, Reiner, Spangenberg, Felix, Sperl, Philip, Spitzer, Patrick, Spreiter, Lucas, Steimers, André, Steininger, Rosmarie, Steinke, Jannis, Stemmer, Mira, Stock, Patricia, Stoll, Julia, Strobel, Christina, Stuch, Oliver, Stürenburg, Johannes, Surdina, Alexandra, Ernö Szivek, Tagiew, Rustam, Ternes, Neal, Terstegen, Sebastian, Tettke, Martin, Traphöner, Ralph, Traschewski, Holk, Treier, Volker, Trippel, Thorsten, Unverricht, Kristina, Usländer, Thomas, Uslar, Mathias, Van Hasselt, Tobias, Veith, Eric MSP, Vijayagopal, Sharan, Vock, Silvia, Vollmer, Thomas, Von Geibler, Justus, Von Twickel, Arndt, Waechter, Sabine, Wagner, Kirsten, Wagner-Stürz, David, Wahl, Siegfried, Wahlster, Wolfgang, Walter, Robert, Waschulzik, Thomas, Waurick, Steffen, Wedel, Marco, Wegener, Dieter, Weicken, Eva, Wenzel, Felix, Westhoven, Martin, Wildpanner, Bernd, Winter, Dorothea, Winter, Johannes, Winter, Mario, Winterhalter, Christoph, Wirjadi, Oliver, Wohlrapp, Sebastian, Wolf, Susanna, Wrobel, Stefan, Wunderle, Alexander, Wutz, Michael, YiJunsong, Jason, Zaunseder, Sebastian, Zehlike, Meike, Zidowitz, Stephan, Ziegler, Wolfgang, Ziehn, Jens, Zillner, Sonja, Zucker, Bettina

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::fd35a20a95c21bfd260bbeddf14f728f

Testing Perceived Quality of AI-based Smart Services

Autor: Neuhüttler, Jens, Hermann, Sibylle, Ganz, Walter, Spath, Dieter

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::11507ce40468170d6523470020c624d8