Alexander Schindler

Search results

• 2024

  Knowledge Graphs and their Applications in Civil Security

  Ott, S. (Author and Speaker), Liakhovets, D., Schütz, M., Andresel, M., Bartha, M., Schlarb, S. & Schindler, A., 2024, Knowledge Graphs and Neurosymbolic AI (KG-NeSy) in Austrian 2024 Symposium on AI, Robotics and Vision (AIROV24). 1 ed. Innsbruck, Austria, 7 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  • Operational Efficiency 100%

• Neural Network with Optical Frequency-Coded ReLU

  Stephanie, M. V. (Speaker), Pham, L., Schindler, A., Waltl, M., Grasser, T. & Schrenk, B., 2024, 2024 Optical Fiber Communications Conference and Exhibition (OFC). 3 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  • Linear Unit 100%
  • Optical Frequency 100%
  • Photonics 100%
  • Neural Network 100%
• 2023

  AIT_FHSTP at EXIST 2023 Benchmark: Sexism detection by transfer learning, sentiment and toxicity embeddings and hand-crafted features

  Böck, J. (Speaker, Invited), Schütz, M. (Speaker, Invited), Liakhovets, D., Satriani, N. Q., Babic , A., Slijepcevic, D., Zeppelzauer, M. & Schindler, A., 5 Oct 2023, Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023). Aliannejadi, M., Faggioli, G., Ferro, N. & Vlachos, M. (eds.). Thessaloniki, Greece: CEUR-WS, Vol. 3497. p. 878-890 13 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

  • Social Network 100%
  • Natural Language Processing 100%
  • Social Media 100%
  • Random Forest Classifier 100%
  • Transfer Learning 100%

• A Light-weight Deep Learning Model for Remote Sensing Image Classification

  Pham, L. (Speaker, Invited), Le, C. (Author, Invited), Ngo, D. (Author, Invited), Nguyen, A. (Author, Invited), Lampert, J. (Author, Invited), Schindler, A. (Author, Invited) & McLoughlin, I. (Author, Invited), Jul 2023, 13th Int'l Symposium on Image and Signal Processing and Analysis (ISPA 2023). 5 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  • Image Classification 100%
  • Remote Sensing Image 100%
  • Light-Weight Deep Learning Model 100%
  • Remote Sensing 100%
  • Neural Network Architecture 33%

• All-Optical ReLU as a Photonic Neural Activation Function

  Stephanie, M. V. (Speaker), Pham, L., Schindler, A., Waltl, M., Grasser, T. & Schrenk, B., 2023, 2023 IEEE Photonics Society Summer Topicals Meeting Series (SUM). 2 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  • Laser 100%

• Light-Weight Deep Learning Models for Acoustic Scene Classification Using Teacher-Student Scheme and Multiple Spectrograms

  Pham, L. (Speaker), Nguyen, T., Lam, P., Ngo, D., Naghibzadeh-Jalali, A. & Schindler, A., 2023, International Symposium on the Internet of Sounds . p. 1-8

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  • Network Architecture 100%
  • Light-Weight Deep Learning Model 100%
  • Deep Learning 100%
  • Spectrogram 100%
  • Metro 66%
• 2022

  An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification

  Pham, L. (Speaker, Invited), Ngo, D. (Author, Invited), Nguyen, T. (Author, Invited), Tran, P. (Author, Invited), Hoang, T. (Author, Invited) & Schindler, A. (Author, Invited), 2022, 19th International Conference on Content-based Multimedia Indexing - CBMI 2022. p. 1-7 7 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

• An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies

  Pham, L. (Speaker, Invited), Ngo, D. (Author, Invited), Tran, K. (Author, Invited), Hoang, T. (Author, Invited), Schindler, A. (Author, Invited) & McLoughlin, I. (Author, Invited), 2022, 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). p. 1-4 4 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

• Cross-Lingual Fake News Detection with a Large Pre-Trained Transformer

  Schütz, M. (Speaker), Böck, J., Andresel, M.-P., Kirchknopf, A., Liakhovets, D., Slijepcevic, D. & Schindler, A., 2022, Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum. Faggioli, G., Ferro, N., Hanbury, A. & Potthast, M. (eds.). Vol. 3180. p. 660-670 10 p. 53

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Remote sensing image classification using transfer learning and attention-based deep neural network

  Pham, L. (Speaker, Invited), Tran, K. (Author, Invited), Ngo, D. (Author, Invited), Lampert, J. (Author, Invited) & Schindler, A. (Author, Invited), 2022, SPIE Conferences and Exhibitions. p. 1-9 9 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

• Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models

  Liakhovets, D. (Speaker), Schütz, M., Böck, J., Andresel, M., Kirchknopf, A., Babic , A., Slijpcevic , D., Lampert, J., Schindler, A. & Zeppelzauer, M., 2022, Proceedings of the Iberian Languages Evaluation Forum (IberLef 2022). Montes-y-Gómez, M., Gonzalo , J., Rangel , F., Casavantes , M., Álvarez-Carmona, M. Á., Bel-Enguix, G., Escalante, H. J., Freitas , L., Miranda-Escalada, A., Rodríguez-Sánchez, F., Rosá , A., Sobrevilla-Cabezudo, M. A., Taulé , M. & Valencia-García, R. (eds.). CEUR-WS, Vol. 3202. p. 1-13 13 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Wider or Deeper Neural Network Architecture for Acoustic Scene Classification with Mismatched Recording Devices

  Pham, L. (Speaker, Invited), Tran, K. (Author, Invited), Ngo, D. (Author, Invited), Tang, H. (Author, Invited), Phan, S. (Author, Invited) & Schindler, A. (Author, Invited), 2022, Proceedings of the 4th ACM International Conference on Multimedia in Asia. p. 1-5 5 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access
• 2021

  AIT_FHSTP at GermEval 2021: Automatic Fact Claiming Detection withMultilingual Transformer Models

  Boeck, J. (Speaker, Invited), Liakhovets, D. (Author, Invited), Schütz, M. (Author, Invited), Kirchknopf, A. (Author, Invited), Slijepcevic, D. (Author, Invited), Zeppelzauer, M. (Author, Invited) & Schindler, A. (Author, Invited), 2021, Proceedings of the GermEval 2021 Workshop on the Identification of Toxic, Engaging, and Fact-Claiming Comments. 6 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• A Low-Complexity Deep Learning Framework For Acoustic Scene Classification

  Pham, L. (Speaker, Invited), Tang, H. (Author, Invited), Naghibzadeh-Jalali, A. (Author, Invited), Schindler, A. (Author, Invited) & King, R. C. (Author, Invited), 2021, Proceedings of the 4th International Data Science Conference – iDSC2021. Haber, P., Lampoltshammer, T., Leopold, H. & Mayr, M. (eds.). Springer, p. 45-50 6 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

• Automatic Sexism Detection with Multilingual Transformer Models AIT_FHSTP@EXIST2021

  Schütz, M. (Speaker, Invited), Boeck, J. (Author, Invited), Liakhovets, D. (Author, Invited), Slijepcevic, D. (Author, Invited), Kirchknopf, A. (Author, Invited), Hecht, M. (Author, Invited), Bogensperger, J. (Author, Invited), Schlarb, S. (Author, Invited), Schindler, A. (Author, Invited) & Zeppelzauer, M. (Author, Invited), 2021, Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021). Montes, M., Rosso, P., Gonzalo, J., Aragón, M. E., Agerri, R., Álvarez-Carmona, M. Á., Álvarez Mellado, E., Carrillo-De-Albornoz, J., Chiruzzo, L., Freitas, L., Gómez Adorno, H., Gutiérrez, Y., Jiménez Zafra, S. M., Lima-López, S., Plaza-De-Arco, F. M. & Taulé, M. (eds.). p. 346-355 10 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Deep Learning Frameworks Applied For Audio-Visual Scene Classification

  Pham, L. (Speaker, Invited), Schindler, A. (Author, Invited), Schütz, M. (Author, Invited), Lampert, J. (Author, Invited), Schlarb, S. (Author, Invited) & King, R. C. (Author, Invited), 2021, Proceedings of the 4th International Data Science Conference – iDSC2021. Haber, P., Lampoltshammer, T., Leopold, H. & Mayr, M. (eds.). Springer, p. 57-62 6 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

• Disinformation Detection: Visualization and Explainable AI for Transfer Learning

  Schütz, M. (Speaker, Invited), Schindler, A. (Author, Invited) & Siegel, M. (Author, Invited), 2021, CODE 2021. 6 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases

  Pham, L., Phan, H., Schindler, A., King, R. C., Mertins, A. & McLoughlin, I., Nov 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). p. 235-256

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

  Open Access

  • Deep Neural Network 100%
  • Back End 100%
  • Temporal Information 100%
  • Feature Extraction 100%
  • Spectral Information 100%
• 2020

  Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models

  Coronel, C. (Speaker), Wiesmeyr, C., Garn, H., Kohn, B., Naghibzadeh-Jalali, A., Schindler, A., Wimmer, M., Mandl, M., Glos, M., Penzel, T., Klösch, G., Stefanic-Kejik, A., Böck, M., Kaniusas, E. & Seidel, S., 2020, 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC).

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Machine Learning Interpretability Techniques for Outage Prediction: A Comparative Study

  Naghibzadeh-Jalali, A. (Speaker, Invited), Schindler, A. (Author, Invited), Haslhofer, B. (Author, Invited) & Rauber, A. (Author, Invited), 2020, PHM papers PROCEEDINGS 2020. p. 1-10 10 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Multi-Modal Video Forensic Platform for Investigating Post-Terrorist Attack Scenarios

  Schindler, A. (Speaker), Lindley, A., Naghibzadeh-Jalali, A., Boyer, M., Gordea, S. & King, R. C., 2020, Proceedings of the 11th ACM Multimedia Systems Conference (MMSys2020). 3 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Unsupervised cross-modal audio representation learning from unstructured multilingual text

  Schindler, A. (Speaker), Gordea, S. & Knees, P., 2020, SAC '20: Proceedings of the 35th Annual ACM Symposium on Applied Computing. 7 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
• 2019

  Audiovisuelle Methoden zur Erkennung von manipuliertem Bild-, Video- und Audiomaterial

  Boyer, M. (Speaker, Invited), Picus, C. (Author, Invited) & Schindler, A. (Author, Invited), 2019, 9. Internationales Symposium "Neue Technologien" am 05./06. November 2019 in Wien, Österreich. p. 1 1 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Large Scale Audio-Visual Video Analytics Platform for Forensic Investigations of Terroristic Attacks

  Schindler, A. (Speaker), Lindley, A., Schreiber, D., Boyer, M. & Philipp, T., 2019, Proceedings of the 25th International Conference Multimedia Modelling (MMM 2019). Springer, 13 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Multi-Task Music Representation Learning from Multi-Label Embeddings

  Schindler, A. (Speaker) & Knees, P., 2019, Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing (CBMI).

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• On the unsolved problem of Shot Boundary Detection for Music Videos

  Schindler, A. (Speaker) & Rauber, A., 2019, Proceedings of the 25th International Conference Multimedia Modelling (MMM 2019). Springer, 12 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Predicting Time-to-Failure of Plasma Etching Equipment using Machine Learning

  Naghibzadeh-Jalali, A. (Author, Invited), Heistracher, C. (Speaker, Invited), Schindler, A. (Author, Invited), Haslhofer, B. (Author, Invited), Nemeth, T. (Author, Invited), Glawar, R. (Author, Invited), Sihn, W. (Author, Invited) & De Boer, P. (Author, Invited), 2019, 2019 IEEE International Conference on Prognostics and Health Management (ICPHM). p. 1-8 8 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
• 2018

  PriMa-x: A reference model for realizing prescriptive maintenance and assessing its maturity enhanced by machine learning

  Nemeth, T., Haslhofer, B., Schindler, A., Sihn, W. & Ansari, F., 2018, 51st CIRP Conference on Manufacturing Systems. p. 1039-1044 6 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
• 2017

  Fashion and Apparel Classification using Convolutional Neural Networks

  Schindler, A. (Speaker), Lidy, T., Karner, S. & Hecker, M., 2017, Proceedings of the 10th Forum Media Technology and 3rd All Around Audio Symposium. p. 24-27 4 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
• 2016

  Comparing shallow versus deep neural network architectures for automatic music genre classification

  Schindler, A. (Speaker), Lidy, T. & Rauber, A., 2016, Proceedings of the 9th Forum Media Technology 2016, St. Pölten. p. 17-21 5 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
• 2014

  A fuzzy logic based expert system for quality assurance of document image collections

  Graf, R. (Speaker), Schindler, A. & Huber-Mörk, R., 2014, Conference Proceedings of the International Journal of Arts and Sciences. p. 14 14 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
• 2013

  An Image Based Approach for Content Analysis in Document Collections

  Huber-Mörk, R. (Speaker) & Schindler, A., 2013, Lecture Notes in Computer Science: Proceedings of 9th International Symposium on Advances in Visual Computing (ISVC). 10 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Automatic classification of defect page content in scanned document collections

  Huber-Mörk, R. (Speaker) & Schindler, A., 2013, Proceedings of 8th International Symposium on Image and Signal Processing an Analysis (ISPA). 6 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Duplicate Detection Approaches for Quality Assurance of Document Image Collections

  Graf, R. (Speaker), Huber-Mörk, R., Schindler, A. & Schlarb, S., 2013, Proceedings of MEDES 2013. p. 152-158 7 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Quality assured image file format migration in large digital object repositories

  Schlarb, S., Cliff, P., May, P., Hahn, M., Huber-Mörk, R., Schindler, A., Schmidt, R., Van der Knijff, J. & Palmer, W. (Speaker), 2013, Proceedings of 10th International Conference on Preservation of Digital Objects (iPres). 4 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Towards objective quality assessment in digital collections

  Schindler, A. (Speaker) & Huber-Mörk, R., 2013, Open Research Challenges in Digital Preservation (ORC2013). 4 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
• 2012

  An expert system for quality assurance of document image collections

  Graf, R. (Speaker), Huber-Mörk, R., Schindler, A. & Schlarb, S., 2012, Progress in Cultural Heritage Preservation. Springer, p. 251-260 10 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Duplicate Detection for Quality Assurance of Document Image Collections

  Huber-Mörk, R. (Speaker), Schindler, A. & Schlarb, S., 2012, Proceedings of the 9th International Conference on Preservation of Digital Objects iPRES 2012. p. 136-143 8 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

• Quality assurance for document image collections in digital preservation

  Huber-Mörk, R. (Speaker) & Schindler, A., 2012, Proceedings of Advanced Concepts for Intelligent Vision Systems, Lecture Notes in Computer Science. Springer, p. 108-119 12 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
• 2011

  Quality Assurance for Scalable Braille Web Service Using Human Interaction by a Computer Vision System

  Graf, R. (Speaker), Huber-Mörk, R. & Schindler, A., 2011, Advances on Information Processing and Management. 4 p.

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review