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

  • Use Case 100%
  • Supply Chain 100%
  • Software Systems 100%
  • Threat Identification 100%
  • Situational Awareness 100%

• Landslide Detection and Segmentation Using Remote Sensing Images and Deep Neural Networks

  Le, C., Pham, L. (Author and Speaker), Lampert, J., Schlögl, M. & Schindler, A., Jul 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Proceedings. p. 9582 - 9586

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

  Open Access

  • Deep Neural Network 100%
  • Remote Sensing 100%
  • Deep Learning Method 50%
  • Risk Reduction 33%
  • Disaster Risk Reduction 33%

• LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts

  Lam, P., Pham, L. (Author and Speaker), Nguyen, T., Tang, H., Seidl, M., Andresel, M. & Schindler, A., Sept 2024, Annals of Computer Science and Intelligence Systems: Proceedings of the 19th Conference on Computer Science and Intelligence Systems (FedCSIS). Ganzha , M., Maciaszek, L., Paprzycki, M. & Ślęzak, D. (eds.). Vol. 39. p. 219-224

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

  Open Access

  • Long Short-Term Memory Network 100%
  • Deep Neural Network 100%
  • Systems Performance 50%
  • Abstract Level 50%
  • Recurrent Neural Network 50%

• 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%

• Photonic Neuron with on Frequency-Domain ReLU Activation Function

  Stephanie, M. V., Pham, L., Schindler, A., Grasser, T., Waltl, M. & Schrenk, B., 13 Jun 2024, In: Journal of Lightwave Technology. p. 1-10 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Neuromorphic Computing 100%
  • Optical Filter 40%
  • Subcircuit 40%
  • Parallelism 40%
  • Nonlinear Circuit 40%

• Utilizing deep neural networks for landslide detection and segmentation in remote sensing imagery

  Lampert, J. (Author and Speaker), Pham, L., Le, C., Schlögl, M. & Schindler, A., 16 Apr 2024, p. 1. 1 p.

  Research output: Poster presentation without proceedings › peer-review

  Open Access

  • Convolutional Layer 100%
  • Deep Neural Network 100%
  • Sensing Imagery 100%
  • U-Net 100%
  • remote sensing imagery 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%

• Deep Learning Based Multimodal with Two-phase Training Strategy for Daily Life Video Classification

  Pham, L. (Speaker), Le, T., Le, C., Ngo, D., Weißenfeld, A. & Schindler, A., Dec 2023, 20th International Conference on Content-based Multimedia Indexing. p. 238-242 5 p.

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

  Open Access

  • Training Phase 100%
  • Deep Learning 100%
  • Classification Accuracy 50%
  • Deep Learning Model 25%
  • Multimodal System 25%

• 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%

• Lightweight deep neural networks for acoustic scene classification and an effective visualization for presenting sound scene contexts

  Pham, L., Salovic, D., Naghibzadeh-Jalali, A., Schindler, A., Tran, K., Ngo, D., Nguyen, P. & Vu, C., Aug 2023, In: Applied Acoustics. 211, p. 1-18 18 p., 109489.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Deep Neural Network 100%
  • visualization method 100%
  • Model Complexity 66%
  • Classification Models 66%
  • Model Accuracy 33%

• Low-complexity deep learning frameworks for acoustic scene classification using teacher-student scheme and multiple spectrograms

  Pham, L., Ngo, D., Le, C., Naghibzadeh-Jalali, A. & Schindler, A., 2023, 3 p.

  Research output: Other contribution

  Open Access

  • Deep Learning 100%
  • Spectrogram 100%
  • Technical Report 50%
• 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 Fake News Detection with Pre-Trained Transformer Models

  Schütz, M., Schindler, A., Siegel, M. & Nazemi, K., 2021, Pattern Recognition. ICPR International Workshops and Challenges. ICPR 2021. Lecture Notes in Computer Science. Springer, Vol. 12667. p. 627-641 15 p.

  Research output: Chapter in Book or Conference Proceedings › Book chapter

  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

  • Back End 100%
  • Temporal Information 100%
  • Spectral Information 100%
  • Deep Neural Network 100%
  • Feature Extraction 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-Modal Music Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis

  Schindler, A., 2019

  Research output: Thesis › Doctoral Thesis

• 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

• Understandable Deep Neural networks for Predictive Maintenance in the Manufactoring Industry

  Naghibzadeh-Jalali, A., Haslhofer, B. & Schindler, A., 2019, In: ERCIM News 116. 116, 1 p.

  Research output: Contribution to journal › Article
• 2018

  Contextualised Conversational Systems

  Schindler, A. & Schlarb, S., 2018, In: ERCIM News. 114, p. 13-14 2 p.

  Research output: Contribution to journal › Article › peer-review

• FLORIDA

  Schindler, A. (Speaker, invited), 2018.

  Research output: Poster presentation without proceedings

• 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

  A Multi-modal Deep Neural Network approach to Bird-song identification

  Fazekas, B. (Speaker), Schindler, A., Lidy, T. & Rauber, A., 2017.

  Research output: Poster presentation without proceedings

• 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

• Multi-Temporal Resolution Convolutional Neural Networks for Acoustic Scene Classification

  Schindler, A. (Speaker), Lidy, T. & Rauber, A., 2017, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2017). Virtanen, T., Mesaros, A., Heittola, T., Diment, A., Vincent, E., Benetos, E. & Elizalde, B. (eds.). p. 118-122 5 p.

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

• Multi-Temporal Resolution Convolutional Neural Networks for the DCASE Acoustic Scene Classification Task

  Schindler, A. (Speaker), Lidy, T. & Rauber, A., 2017.

  Research output: Poster presentation without proceedings
• 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

• Cqt-Based Convolutional Neural Networks For Audio Scene Classification And Domestic Audio Tagging

  Lidy, T. & Schindler, A., 2016, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016). p. 60-64 5 p.

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

• CQT-Based Convolutional Neural Networks for Audio Scene Classification and Domestic Audio Tagging

  Lidy, T. & Schindler, A., 2016, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2016 Challenge (DCASE2016).

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Poster Presentation

• Harnessing Music-Related Visual Stereotypes for Music Information Retrieval

  Schindler, A. & Rauber, A., 2016, In: ACM Transactions on Intelligent Systems and Technology. p. 20-21 2 p.

  Research output: Contribution to journal › Article › peer-review

• Parallel Convolutional Neural Networks for Music Genre and Mood Classification

  Lidy, T. & Schindler, A., 2016, Technical report, Music Information Retrieval Evaluation eXchange (MIREX 2016).

  Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Poster Presentation

• The Europeana Sounds Music Information Retrieval Pilot

  Schindler, A. (Speaker), Gordea, S. & van Biessum, H., 2016, Lecture Notes in Computer Science. p. 109-117 9 p.

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