Alaa Othman
14 Publikationen
2026 | Artikel | FH-PUB-ID: 6655 | 
Tharwat, Alaa, Bjarne Jaster, Wolfram Schenck, and Martin Kohlhase. “Active Learning Evaluation Metrics for Classification and Regression Frameworks.” Engineering Applications of Artificial Intelligence 171 (2026). https://doi.org/10.1016/j.engappai.2026.114295.
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2025 | Artikel | FH-PUB-ID: 5853 |
Eid, Mahmoud M., Kamal ElDahshan, Abdelatif H. Abouali, and Alaa Tharwat. “Using Optimization Algorithms for Effective Missing-Data Imputation: A Case Study of Tabular Data Derived from Video Surveillance.” Algorithms 18, no. 3 (2025). https://doi.org/10.3390/a18030119.
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2025 | Fachbuch | FH-PUB-ID: 5854
Tharwat, Alaa. Python Adventures for Young Coders. Explore the World of Programming. Berkeley, CA: Apress, 2025. https://doi.org/10.1007/979-8-8688-1067-1.
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2024 | Artikel | FH-PUB-ID: 5495
Tharwat, Alaa, and Wolfram Schenck. “Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget.” IEEE Transactions on Knowledge and Data Engineering 36, no. 8 (2024): 4317–30. https://doi.org/10.1109/TKDE.2024.3365189.
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 5566
Tharwat, Alaa, and Wolfram Schenck. “Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget.” IEEE Transactions on Knowledge and Data Engineering 36, no. 8 (2024): 4317–30. https://doi.org/10.1109/TKDE.2024.3365189.
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 5568
Tharwat, Alaa, and Wolfram Schenck. “Active Learning for Handling Missing Data.” IEEE Transactions on Neural Networks and Learning Systems 36, no. 2 (2024): 3273–87. https://doi.org/10.1109/TNNLS.2024.3352279.
HSBI-PUB
| DOI
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 5570
Tharwat, Alaa, Marek Herde, Minh Tuan Pham, and Bernhard Sick. “Tutorial: Interactive Adaptive Learning,” 2024.
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2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 5569
Tharwat, Alaa, Mirko Bunse, Barbara Hammer, Georg Krempl, Vincent Lemaire, and Saadallah Amal. “Tutorial: Interactive Adaptive Learning.,” 2023.
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2023 | Artikel | FH-PUB-ID: 2774 |
Tharwat, Alaa, and Wolfram Schenck. “A Survey on Active Learning: State-of-the-Art, Practical Challenges and Research Directions.” Mathematics 11, no. 4 (2023). https://doi.org/10.3390/math11040820.
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2022 | Artikel | FH-PUB-ID: 2775 |
Tharwat, Alaa, and Wolfram Schenck. “A Novel Low-Query-Budget Active Learner with Pseudo-Labels for Imbalanced Data.” Mathematics 10, no. 7 (2022). https://doi.org/10.3390/math10071068.
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2021 | Artikel | FH-PUB-ID: 2777
Tharwat, Alaa, and Wolfram Schenck. “Population Initialization Techniques for Evolutionary Algorithms for Single-Objective Constrained Optimization Problems: Deterministic vs. Stochastic Techniques.” Swarm and Evolutionary Computation 67 (2021). https://doi.org/10.1016/j.swevo.2021.100952.
HSBI-PUB
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2021 | Artikel | FH-PUB-ID: 1202
Tharwat, Alaa, and Wolfram Schenck. “A Conceptual and Practical Comparison of PSO-Style Optimization Algorithms.” Expert Systems with Applications 167 (2021). https://doi.org/10.1016/j.eswa.2020.114430.
HSBI-PUB
| DOI
2020 | Artikel | FH-PUB-ID: 1204
Tharwat, Alaa, and Wolfram Schenck. “Balancing Exploration and Exploitation: A Novel Active Learner for Imbalanced Data.” Knowledge-Based Systems 210 (2020). https://doi.org/10.1016/j.knosys.2020.106500.
HSBI-PUB
| DOI
2020 | Konferenzbeitrag | FH-PUB-ID: 1206
Pelkmann, David, Alaa Tharwat, and Wolfram Schenck. “How to Label? Combining Experts’ Knowledge for German Text Classification.” In 2020 7th Swiss Conference on Data Science (SDS), 61–62. IEEE, 2020. https://doi.org/10.1109/SDS49233.2020.00023.
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14 Publikationen
2026 | Artikel | FH-PUB-ID: 6655 |
Tharwat, Alaa, Bjarne Jaster, Wolfram Schenck, and Martin Kohlhase. “Active Learning Evaluation Metrics for Classification and Regression Frameworks.” Engineering Applications of Artificial Intelligence 171 (2026). https://doi.org/10.1016/j.engappai.2026.114295.
HSBI-PUB
| DOI
| Download (ext.)
2025 | Artikel | FH-PUB-ID: 5853 |
Eid, Mahmoud M., Kamal ElDahshan, Abdelatif H. Abouali, and Alaa Tharwat. “Using Optimization Algorithms for Effective Missing-Data Imputation: A Case Study of Tabular Data Derived from Video Surveillance.” Algorithms 18, no. 3 (2025). https://doi.org/10.3390/a18030119.
HSBI-PUB
| DOI
| Download (ext.)
2025 | Fachbuch | FH-PUB-ID: 5854
Tharwat, Alaa. Python Adventures for Young Coders. Explore the World of Programming. Berkeley, CA: Apress, 2025. https://doi.org/10.1007/979-8-8688-1067-1.
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 5495
Tharwat, Alaa, and Wolfram Schenck. “Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget.” IEEE Transactions on Knowledge and Data Engineering 36, no. 8 (2024): 4317–30. https://doi.org/10.1109/TKDE.2024.3365189.
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 5566
Tharwat, Alaa, and Wolfram Schenck. “Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget.” IEEE Transactions on Knowledge and Data Engineering 36, no. 8 (2024): 4317–30. https://doi.org/10.1109/TKDE.2024.3365189.
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 5568
Tharwat, Alaa, and Wolfram Schenck. “Active Learning for Handling Missing Data.” IEEE Transactions on Neural Networks and Learning Systems 36, no. 2 (2024): 3273–87. https://doi.org/10.1109/TNNLS.2024.3352279.
HSBI-PUB
| DOI
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 5570
Tharwat, Alaa, Marek Herde, Minh Tuan Pham, and Bernhard Sick. “Tutorial: Interactive Adaptive Learning,” 2024.
HSBI-PUB
| Download (ext.)
2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 5569
Tharwat, Alaa, Mirko Bunse, Barbara Hammer, Georg Krempl, Vincent Lemaire, and Saadallah Amal. “Tutorial: Interactive Adaptive Learning.,” 2023.
HSBI-PUB
| Download (ext.)
2023 | Artikel | FH-PUB-ID: 2774 |
Tharwat, Alaa, and Wolfram Schenck. “A Survey on Active Learning: State-of-the-Art, Practical Challenges and Research Directions.” Mathematics 11, no. 4 (2023). https://doi.org/10.3390/math11040820.
HSBI-PUB
| DOI
| Download (ext.)
2022 | Artikel | FH-PUB-ID: 2775 |
Tharwat, Alaa, and Wolfram Schenck. “A Novel Low-Query-Budget Active Learner with Pseudo-Labels for Imbalanced Data.” Mathematics 10, no. 7 (2022). https://doi.org/10.3390/math10071068.
HSBI-PUB
| DOI
| Download (ext.)
2021 | Artikel | FH-PUB-ID: 2777
Tharwat, Alaa, and Wolfram Schenck. “Population Initialization Techniques for Evolutionary Algorithms for Single-Objective Constrained Optimization Problems: Deterministic vs. Stochastic Techniques.” Swarm and Evolutionary Computation 67 (2021). https://doi.org/10.1016/j.swevo.2021.100952.
HSBI-PUB
| DOI
2021 | Artikel | FH-PUB-ID: 1202
Tharwat, Alaa, and Wolfram Schenck. “A Conceptual and Practical Comparison of PSO-Style Optimization Algorithms.” Expert Systems with Applications 167 (2021). https://doi.org/10.1016/j.eswa.2020.114430.
HSBI-PUB
| DOI
2020 | Artikel | FH-PUB-ID: 1204
Tharwat, Alaa, and Wolfram Schenck. “Balancing Exploration and Exploitation: A Novel Active Learner for Imbalanced Data.” Knowledge-Based Systems 210 (2020). https://doi.org/10.1016/j.knosys.2020.106500.
HSBI-PUB
| DOI
2020 | Konferenzbeitrag | FH-PUB-ID: 1206
Pelkmann, David, Alaa Tharwat, and Wolfram Schenck. “How to Label? Combining Experts’ Knowledge for German Text Classification.” In 2020 7th Swiss Conference on Data Science (SDS), 61–62. IEEE, 2020. https://doi.org/10.1109/SDS49233.2020.00023.
HSBI-PUB
| DOI