Publications

159 entries « 2 of 7 »

2022

134.

Midhad Blazevic; Lennart B. Sina; Kawa Nazemi

Visual Collaboration - An Approach for Visual Analytical Collaborative Research Inproceedings

In: 2022 26th International Conference Information Visualisation (IV), pp. 293 - 299, IEEE, 2022.

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133.

Medina Andresel; Sergiu Gordea; Srdjan Stevanetic; Mina Schütz

An Approach for Curating Collections of Historical Documents with the Use of Topic Detection Technologies Journal Article

In: Int. J. Digit. Curation, vol. 17, no. 1, pp. 12, 2022.

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132.

Juliane Köhler; Gautam Kishore Shahi; Julia Maria Struss; Michael Wiegand; Melanie Siegel; Mina Schütz

Overview of the CLEF-2022 CheckThat! Lab: Task 3 on Fake News Detection Inproceedings

In: Guglielmo Faggioli; Nicola Ferro; Allan Hanbury; Martin Potthast (Ed.): Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, pp. 404-421, Bologna, Italy, 2022.

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131.

Mina Schütz; Jaqueline Böck; Medina Andresel; Armin Kirchknopf; Daria Liakhovets; Djordje Slijepčević; Alexander Schindler

AIT_FHSTP at CheckThat! 2022: Cross-Lingual Fake News Detection with a Large Pre-Trained Transformer Inproceedings

In: Guglielmo Faggioli; Nicola Ferro; Allan Hanbury; Martin Potthast (Ed.): Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, pp. 660-670, Bologna, Italy, 2022.

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130.

Daria Liakhovets; Mina Schütz; Jaqueline Böck; Medina Andresel; Armin Kirchknopf; Andreas Babic; Djordje Slijepčević; Jasmin Lampert; Alexander Schindler; Matthias Zeppelzauer

Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models Inproceedings

In: Manuel Montes-y-Gómez; Julio Gonzalo; Francisco Rangel; Marco Casavantes; Miguel Ángel Álvarez-Carmona; Gemma Bel-Enguix; Hugo Jair Escalante; Larissa Freitas; Antonio Miranda-Escalada; Francisco Rodríguez-Sánchez; Aiala Rosá; Marco Antonio Sobrevilla-Cabezudo; Mariona Taulé; Rafael Valencia-García (Ed.): Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022), CEUR-WS.org, A Coruna, Spain, 2022.

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129.

Christoph Demus; Mina Schütz; Jonas Pitz; Nadine Probol; Melanie Siegel; Dirk Labudde

Automatische Klassifikation offensiver deutscher Sprache in sozialen Netzwerken Book Chapter

In: Sylvia Jaki; Stefan Steiger (Ed.): Digitale Hate Speech, 2022.

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128.

Lam Pham; Alexander Schindler; Mina Schütz; Jasmin Lampert; Sven Schlarb; Ross King

Deep Learning Frameworks Applied For Audio-Visual Scene Classification Inproceedings

In: Peter Haber; Thomas J. Lampoltshammer; Helmut Leopold; Manfred Mayr (Ed.): Data Science -- Analytics and Applications, pp. 39–44, Springer Fachmedien Wiesbaden, Wiesbaden, 2022, ISBN: 978-3-658-36295-9.

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127.

Combining social media open source data with relevance analysis and expert knowledge to improve situational awareness in crisis and disaster management - concept Inproceedings

In: IDIMT-2022 : digitalization of society, business and management in a pandemic : 30th Interdisciplinary Information Management Talks, Linz Trauner Verlag, 2022.

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126.

Boris Kovalerchuk; Kawa Nazemi; Răzvan Andonie; Nuno Datia; Ebad Banissi (Ed.)

Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery Book

Springer Nature, Cham, 2022, ISBN: 978-3-030-93118-6.

Abstract | Links | BibTeX | Tags: Artificial Intelligence, Computational Intelligence, Machine Learning, Visual Analytical Reasoning, Visual analytics, Visual Knowledge Discovery

125.

Kawa Nazemi; Tim Feiter; Lennart B. Sina; Dirk Burkhardt; Alexander Kock

Visual Analytics for Strategic Decision Making in Technology Management Book Chapter

In: Boris Kovalerchuk; Kawa Nazemi; Răzvan Andonie; Nuno Datia; Ebad Banissi (Ed.): Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery, pp. 31–61, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-93119-3.

Abstract | Links | BibTeX | Tags: Artificial Intelligence, Machine Leanring, Visual Analytical Reasoning, Visual analytics, Visual Knowledge Discovery

124.

Boris Kovalerchuk; Răzvan Andonie; Nuno Datia; Kawa Nazemi; Ebad Banissi

Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions Book Chapter

In: Boris Kovalerchuk; Kawa Nazemi; Răzvan Andonie; Nuno Datia; Ebad Banissi (Ed.): Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery, pp. 1–27, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-93119-3.

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123.

Lukas Kaupp; Kawa Nazemi; Bernhard Humm

Context-Aware Diagnosis in Smart Manufacturing: TAOISM, An Industry 4.0-Ready Visual Analytics Model Book Chapter

In: Boris Kovalerchuk; Kawa Nazemi; Răzvan Andonie; Nuno Datia; Ebad Banissi (Ed.): Integrating Artificial Intelligence and Visualization for Visual Knowledge Discovery, pp. 403–436, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-93119-3.

Abstract | Links | BibTeX | Tags: Artificial Intelligence, Machine Leanring, Machine Learning, mobility indicators for visual analytics, smart factory, Smart manufacturing, Visual Analytical Reasoning, Visual analytics, Visual Knowledge Discovery

2021

122.

Ebad Banissi; Anna Ursyn; Mark W. McK. Bannatyne; João Moura Pires; Nuno Datia; Mao Lin Huang Weidong Huang; Quang Vinh Nguyen; Kawa Nazemi; Boris Kovalerchuk; Minoru Nakayama; John Counsell; Andrew Agapiou; Farzad Khosrow-shahi; Hing-Wah Chau; Mengbi Li; Richard Laing; Fatma Bouali; Gilles Venturini; Marco Temperini; Muhammad Sarfraz (Ed.)

Proceedings of 2021 25th International Conference Information Visualisation (IV) Proceeding

IEEE, New York, USA, 2021, ISBN: 978-1-6654-3827-8.

Abstract | Links | BibTeX | Tags: Information visualization

121.

Felix Bach; Stefan Schmunk; Cristian Secco; Thorsten Wübbena

Bomber’s Baedeker – vom Text zum Bild zur Datenquelle Journal Article

In: Fabrikation von Erkenntnis – Experimente in den Digital Humanities, 2021.

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120.

Jaqueline Böck; Daria Liakhovets; Mina Schütz; Armin Kirchknopf; Djordje Slijepčevi'c; Matthias Zeppelzauer; Alexander Schindler

AIT_FHSTP at GermEval 2021: Automatic Fact Claiming Detection with Multilingual Transformer Models Inproceedings

In: Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments, pp. 76–82, Association for Computational Linguistics, Duesseldorf, Germany, 2021.

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119.

Mina Schütz; Christoph Demus; Jonas Pitz; Nadine Probol; Melanie Siegel; Dirk Labudde

DeTox at GermEval 2021: Toxic Comment Classification Inproceedings

In: Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments, pp. 54–61, Association for Computational Linguistics, Duesseldorf, Germany, 2021.

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118.

Kawa Nazemi; Dirk Burkhardt; Alexander Kock

Visual analytics for technology and innovation management: An interaction approach for strategic decisionmaking Journal Article

In: Multimedia Tools and Applications, vol. 1198, 2021, ISSN: 1573-7721.

Abstract | Links | BibTeX | Tags: emerging trend identification, Information visualization, Innovation Management, Interaction Design, Multimodal Interaction, Technology Management, Visual analytics, Visual Trend Analytics

117.

Mina Schütz; Alexander Schindler; Melanie Siegel; Kawa Nazemi

Automatic Fake News Detection with Pre-trained Transformer Models Inproceedings

In: Alberto Del Bimbo; Rita Cucchiara; Stan Sclaroff; Giovanni Maria Farinella; Tao Mei; Marco Bertini; Hugo Jair Escalante; Roberto Vezzani (Ed.): Pattern Recognition. ICPR International Workshops and Challenges, pp. 627–641, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-68787-8.

Abstract | Links | BibTeX | Tags: Artificial Intelligence, Data Analytics, Data Mining, Fake News, maschine learning, Transformer

116.

Haithem Afli; Udo Bleimann; Dirk Burkhardt; Robert Loew; Stefanie Regier; Ingo Stengel; Haiying Wang; Huiru (Jane) Zheng (Ed.)

Proceedings of the 6th Collaborative European Research Conference (CERC 2020) Proceeding

CEUR-WS.org, Aachen, Germany, vol. Vol. 2815, 2021, ISSN: 1613-0073, (urn:nbn:de:0074-2815-0).

Abstract | Links | BibTeX | Tags: Art, Bioinformatics, Biology, Business Information Systems, Civil Engineering, Computer Science, Education, IT Security, Marketing, Multimedia, Psychology

115.

Lukas Kaupp; Heiko Webert; Kawa Nazemi; Bernhard Humm; Stephan Simons

CONTEXT: An Industry 4.0 Dataset of Contextual Faults in a Smart Factory Inproceedings

In: Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), pp. 492-501, Elsevier, 2021, ISSN: 1877-0509.

Abstract | Links | BibTeX | Tags: anomaly detection, contextual faults, cyber-physical systems, fault diagnosis, smart factory

114.

Kawa Nazemi; Lukas Kaupp; Dirk Burkhardt; Nicola Below

Datenvisualisierung Book Chapter

In: Markus Putnings; Heike Neuroth; Janna Neumann (Ed.): Praxishandbuch Forschungsdatenmanagement, Chapter 5.4, pp. 477-502, De Gruyter, Berlin/Boston, 2021, ISBN: 978-3-11-065365-6.

Abstract | Links | BibTeX | Tags: Data Visualization

113.

Mina Schütz

Detection and Identification of Fake News: Binary Content Classification with Pre-trained Language Models Incollection

In: Information between Data and Knowledge, vol. 74, pp. 422–431, Werner Hülsbusch, Glückstadt, 2021, (Gerhard Lustig Award Papers).

Abstract | BibTeX | Tags: fake news; fake news detection; BERT; transformer; pre-trained language model; binary classification

112.

Mina Schütz; Alexander Schindler; Melanie Siegel; Kawa Nazemi

Automatic Fake News Detection with Pre-Trained Transformer Models Inproceedings

In: Del Bimbo; al (Ed.): Pattern Recognition. ICPR International Workshops and Challenges. ICPR 2021. Lecture Notes in Computer Sciences, Springer, Cham, 2021.

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111.

Mina Schütz; Alexander Schindler; Melanie Siegel

Disinformation Detection: An Explainable Transfer Learning Approach Miscellaneous

2021.

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110.

Mina Schütz; Jaqueline Böck; Daria Liakhovets; Djordje Slijepčević; Armin Kirchknopf; Manuel Hecht; Johannes Bogensperger; Sven Schlarb; Alexander Schindler; Matthias Zeppelzauer

Automatic Sexism Detection with Multilingual Transformer Models Inproceedings

In: Manuel Montes; Paolo Rosso; Julio Gonzalo; Mario Ezra Aragón; Rodrigo Agerri; Miguel Ángel Álvarez-Carmona; Elena Álvarez Mellado; Jorge Carrillo-de-Albornoz; Luis Chiruzzo; Larissa Freitas; Helena Gómez Adorno; Yoan Gutiérrez; Salud María Jiménez Zafra; Salvador Lima-López; Flor Miriam Plaza-de-Arco; Mariona Taulé (Ed.): Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021), pp. 346-355, Málaga, Spain, 2021.

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159 entries « 2 of 7 »