Artificial Neural Networks in Pattern Recognition: 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022, Proceedings
This book constitutes the refereed proceedings of the 10th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2022, held in Dubai, UAE, in November 2022. The 16 revised full papers presented were carefully reviewed and selected from 24 submissions. The confer...
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| Weitere Verfasser: | , , , |
| Format: | Elektronisch Tagungsbericht E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer
[2023]
|
| Ausgabe: | 1st ed. 2023 |
| Schriftenreihe: | Lecture notes in artificial intelligence
13739 |
| Schlagworte: | |
| Online-Zugang: | DE-92 DE-91 DE-473 DE-19 DE-824 Volltext |
| Zusammenfassung: | This book constitutes the refereed proceedings of the 10th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2022, held in Dubai, UAE, in November 2022. The 16 revised full papers presented were carefully reviewed and selected from 24 submissions. The conference presents papers on subject such as pattern recognition and machine learning based on artificial neural networks. |
| Beschreibung: | Transformer-Encoder generated context-aware embeddings for spell correction -- Graph Augmentation for Neural Networks Using Matching-Graphs -- Wavelet Scattering Transform Depth Benefit, An Application for Speaker Identification -- Assessment of Pharmaceutical Patent Novelty using Siamese Neural Network -- A Review of Capsule Networks in Medical Image Analysis -- Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions -- Introducing an Atypical Loss: A Perceptual Metric Learning for Image Pairing -- A Study on the Autonomous Detection of Impact Craters -- Minimizing Cross Intersections in Graph Drawing via Linear Splines -- Sequence-to-Sequence CNN-BiLSTM Based Glottal Closure Instant Detection from Raw Speech -- Do Minimal Complexity Least Squares Support Vector Machines Work? -- A Novel Representation of Graphical Patterns for Graph Convolution Networks -- Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi Utilization of Vision Transformer for Classification and Ranking of Video Distortions -- White Blood Cell Classification of Porcine Blood Smear Images -- Medical Deepfake Detection using 3-Dimensional Neural Learning |
| Beschreibung: | 1 Online-Ressource (x, 204 Seiten) Illustrationen |
| ISBN: | 9783031206504 |
| DOI: | 10.1007/978-3-031-20650-4 |
Internformat
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| series2 | Lecture notes in artificial intelligence |
| spelling | ANNPR 10. 2022 Dubai Verfasser (DE-588)1275019331 aut Artificial Neural Networks in Pattern Recognition 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022, Proceedings edited by Neamat El Gayar, Edmondo Trentin, Mirco Ravanelli, Hazem Abbas Cham Springer [2023] 1 Online-Ressource (x, 204 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier Lecture notes in artificial intelligence 13739 Transformer-Encoder generated context-aware embeddings for spell correction -- Graph Augmentation for Neural Networks Using Matching-Graphs -- Wavelet Scattering Transform Depth Benefit, An Application for Speaker Identification -- Assessment of Pharmaceutical Patent Novelty using Siamese Neural Network -- A Review of Capsule Networks in Medical Image Analysis -- Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions -- Introducing an Atypical Loss: A Perceptual Metric Learning for Image Pairing -- A Study on the Autonomous Detection of Impact Craters -- Minimizing Cross Intersections in Graph Drawing via Linear Splines -- Sequence-to-Sequence CNN-BiLSTM Based Glottal Closure Instant Detection from Raw Speech -- Do Minimal Complexity Least Squares Support Vector Machines Work? -- A Novel Representation of Graphical Patterns for Graph Convolution Networks -- Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi Utilization of Vision Transformer for Classification and Ranking of Video Distortions -- White Blood Cell Classification of Porcine Blood Smear Images -- Medical Deepfake Detection using 3-Dimensional Neural Learning This book constitutes the refereed proceedings of the 10th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2022, held in Dubai, UAE, in November 2022. The 16 revised full papers presented were carefully reviewed and selected from 24 submissions. The conference presents papers on subject such as pattern recognition and machine learning based on artificial neural networks. Artificial intelligence Education Data processing Data mining Application software Social sciences Data processing Computer vision Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content (DE-588)1071861417 Konferenzschrift 2022 Dubai gnd-content Mustererkennung (DE-588)4040936-3 s Neuronales Netz (DE-588)4226127-2 s Künstliche Intelligenz (DE-588)4033447-8 s DE-604 El Gayar, Neamat (DE-588)1060469332 edt Trentin, Edmondo (DE-588)1017105669 edt Ravanelli, Mirco edt Abbas, Hazem edt Erscheint auch als Druck-Ausgabe 978-3-031-20649-8 Erscheint auch als Druck-Ausgabe 9783031206511 Lecture notes in artificial intelligence 13739 (DE-604)BV025243459 13739 https://doi.org/10.1007/978-3-031-20650-4 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Artificial Neural Networks in Pattern Recognition 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022, Proceedings Lecture notes in artificial intelligence Artificial intelligence Education Data processing Data mining Application software Social sciences Data processing Computer vision Künstliche Intelligenz (DE-588)4033447-8 gnd Neuronales Netz (DE-588)4226127-2 gnd Mustererkennung (DE-588)4040936-3 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4226127-2 (DE-588)4040936-3 (DE-588)4143413-4 (DE-588)1071861417 |
| title | Artificial Neural Networks in Pattern Recognition 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022, Proceedings |
| title_auth | Artificial Neural Networks in Pattern Recognition 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022, Proceedings |
| title_exact_search | Artificial Neural Networks in Pattern Recognition 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022, Proceedings |
| title_exact_search_txtP | Artificial Neural Networks in Pattern Recognition 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24–26, 2022, Proceedings |
| title_full | Artificial Neural Networks in Pattern Recognition 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022, Proceedings edited by Neamat El Gayar, Edmondo Trentin, Mirco Ravanelli, Hazem Abbas |
| title_fullStr | Artificial Neural Networks in Pattern Recognition 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022, Proceedings edited by Neamat El Gayar, Edmondo Trentin, Mirco Ravanelli, Hazem Abbas |
| title_full_unstemmed | Artificial Neural Networks in Pattern Recognition 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022, Proceedings edited by Neamat El Gayar, Edmondo Trentin, Mirco Ravanelli, Hazem Abbas |
| title_short | Artificial Neural Networks in Pattern Recognition |
| title_sort | artificial neural networks in pattern recognition 10th iapr tc3 workshop annpr 2022 dubai united arab emirates november 24 26 2022 proceedings |
| title_sub | 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022, Proceedings |
| topic | Artificial intelligence Education Data processing Data mining Application software Social sciences Data processing Computer vision Künstliche Intelligenz (DE-588)4033447-8 gnd Neuronales Netz (DE-588)4226127-2 gnd Mustererkennung (DE-588)4040936-3 gnd |
| topic_facet | Artificial intelligence Education Data processing Data mining Application software Social sciences Data processing Computer vision Künstliche Intelligenz Neuronales Netz Mustererkennung Aufsatzsammlung Konferenzschrift 2022 Dubai |
| url | https://doi.org/10.1007/978-3-031-20650-4 |
| volume_link | (DE-604)BV025243459 |
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