PUBLIKATIONSSERVER

Alaa Othman

15 Publikationen

Alle markieren

[15]
2026 | Konferenzbeitrag | FH-PUB-ID: 6898 | OA
Jaster, Bjarne ; Tharwat, Alaa ; Sheikh, Eiram Mahera ; Kohlhase, Martin ; Schenck, Wolfram: Low Query Budget Active Learning for Classification and Regression. In: Koprinska, I. ; Mendes-Moreira, J. ; Branco, P. (Hrsg.): Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV, Communications in Computer and Information Science. Cham : Springer Nature Switzerland, 2026, S. 5–21
HSBI-PUB | DOI | Download (ext.)
 
[14]
2026 | Artikel | FH-PUB-ID: 6655 | OA
Tharwat, Alaa ; Jaster, Bjarne ; Schenck, Wolfram ; Kohlhase, Martin: Active learning evaluation metrics for classification and regression frameworks. In: Engineering Applications of Artificial Intelligence Bd. 171, Elsevier BV (2026)
HSBI-PUB | DOI | Download (ext.)
 
[13]
2025 | Artikel | FH-PUB-ID: 5853 | OA
Eid, Mahmoud M. ; ElDahshan, Kamal ; Abouali, Abdelatif H. ; Tharwat, Alaa: Using Optimization Algorithms for Effective Missing-Data Imputation: A Case Study of Tabular Data Derived from Video Surveillance. In: Algorithms Bd. 18, MDPI AG (2025), Nr. 3
HSBI-PUB | DOI | Download (ext.)
 
[12]
2025 | Fachbuch | FH-PUB-ID: 5854
Tharwat, Alaa: Python Adventures for Young Coders. Explore the World of Programming. Berkeley, CA : Apress, 2025
HSBI-PUB | DOI
 
[11]
2024 | Artikel | FH-PUB-ID: 5495
Tharwat, Alaa ; Schenck, Wolfram: Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget. In: IEEE Transactions on Knowledge and Data Engineering Bd. 36, Institute of Electrical and Electronics Engineers (IEEE) (2024), Nr. 8, S. 4317–4330
HSBI-PUB | DOI
 
[10]
2024 | Artikel | FH-PUB-ID: 5566
Tharwat, Alaa ; Schenck, Wolfram: Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget. In: IEEE Transactions on Knowledge and Data Engineering Bd. 36, Institute of Electrical and Electronics Engineers (IEEE) (2024), Nr. 8, S. 4317–4330
HSBI-PUB | DOI
 
[9]
2024 | Artikel | FH-PUB-ID: 5568
Tharwat, Alaa ; Schenck, Wolfram: Active Learning for Handling Missing Data. In: IEEE Transactions on Neural Networks and Learning Systems Bd. 36, Institute of Electrical and Electronics Engineers (IEEE) (2024), Nr. 2, S. 3273–3287
HSBI-PUB | DOI
 
[8]
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 5570
Tharwat, Alaa ; Herde, Marek ; Pham, Minh Tuan ; Sick, Bernhard : Tutorial: Interactive Adaptive Learning. In: , 2024
HSBI-PUB | Download (ext.)
 
[7]
2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 5569
Tharwat, Alaa ; Bunse, Mirko ; Hammer, Barbara ; Krempl, Georg ; Lemaire, Vincent ; Amal, Saadallah: Tutorial: Interactive Adaptive Learning. In: , 2023
HSBI-PUB | Download (ext.)
 
[6]
2023 | Artikel | FH-PUB-ID: 2774 | OA
Tharwat, Alaa ; Schenck, Wolfram: A Survey on Active Learning: State-of-the-Art, Practical Challenges and Research Directions. In: Mathematics Bd. 11, MDPI AG (2023), Nr. 4
HSBI-PUB | DOI | Download (ext.)
 
[5]
2022 | Artikel | FH-PUB-ID: 2775 | OA
Tharwat, Alaa ; Schenck, Wolfram: A Novel Low-Query-Budget Active Learner with Pseudo-Labels for Imbalanced Data. In: Mathematics Bd. 10, MDPI AG (2022), Nr. 7
HSBI-PUB | DOI | Download (ext.)
 
[4]
2021 | Artikel | FH-PUB-ID: 2777
Tharwat, Alaa ; Schenck, Wolfram: Population initialization techniques for evolutionary algorithms for single-objective constrained optimization problems: Deterministic vs. stochastic techniques. In: Swarm and Evolutionary Computation Bd. 67, Elsevier BV (2021)
HSBI-PUB | DOI
 
[3]
2021 | Artikel | FH-PUB-ID: 1202
Tharwat, Alaa ; Schenck, Wolfram: A conceptual and practical comparison of PSO-style optimization algorithms. In: Expert Systems with Applications Bd. 167, Elsevier BV (2021)
HSBI-PUB | DOI
 
[2]
2020 | Artikel | FH-PUB-ID: 1204
Tharwat, Alaa ; Schenck, Wolfram: Balancing Exploration and Exploitation: A novel active learner for imbalanced data. In: Knowledge-Based Systems Bd. 210, Elsevier BV (2020)
HSBI-PUB | DOI
 
[1]
2020 | Konferenzbeitrag | FH-PUB-ID: 1206
Pelkmann, David ; Tharwat, Alaa ; Schenck, Wolfram: How to Label? Combining Experts’ Knowledge for German Text Classification. In: 2020 7th Swiss Conference on Data Science (SDS) : IEEE, 2020, S. 61–62
HSBI-PUB | DOI
 
Markierte Publikation(en)

Suche

Publikationen filtern

Darstellung / Sortierung

Zitationsstil: DIN 1505

Export / Einbettung

15 Publikationen

Alle markieren

[15]
2026 | Konferenzbeitrag | FH-PUB-ID: 6898 | OA
Jaster, Bjarne ; Tharwat, Alaa ; Sheikh, Eiram Mahera ; Kohlhase, Martin ; Schenck, Wolfram: Low Query Budget Active Learning for Classification and Regression. In: Koprinska, I. ; Mendes-Moreira, J. ; Branco, P. (Hrsg.): Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part IV, Communications in Computer and Information Science. Cham : Springer Nature Switzerland, 2026, S. 5–21
HSBI-PUB | DOI | Download (ext.)
 
[14]
2026 | Artikel | FH-PUB-ID: 6655 | OA
Tharwat, Alaa ; Jaster, Bjarne ; Schenck, Wolfram ; Kohlhase, Martin: Active learning evaluation metrics for classification and regression frameworks. In: Engineering Applications of Artificial Intelligence Bd. 171, Elsevier BV (2026)
HSBI-PUB | DOI | Download (ext.)
 
[13]
2025 | Artikel | FH-PUB-ID: 5853 | OA
Eid, Mahmoud M. ; ElDahshan, Kamal ; Abouali, Abdelatif H. ; Tharwat, Alaa: Using Optimization Algorithms for Effective Missing-Data Imputation: A Case Study of Tabular Data Derived from Video Surveillance. In: Algorithms Bd. 18, MDPI AG (2025), Nr. 3
HSBI-PUB | DOI | Download (ext.)
 
[12]
2025 | Fachbuch | FH-PUB-ID: 5854
Tharwat, Alaa: Python Adventures for Young Coders. Explore the World of Programming. Berkeley, CA : Apress, 2025
HSBI-PUB | DOI
 
[11]
2024 | Artikel | FH-PUB-ID: 5495
Tharwat, Alaa ; Schenck, Wolfram: Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget. In: IEEE Transactions on Knowledge and Data Engineering Bd. 36, Institute of Electrical and Electronics Engineers (IEEE) (2024), Nr. 8, S. 4317–4330
HSBI-PUB | DOI
 
[10]
2024 | Artikel | FH-PUB-ID: 5566
Tharwat, Alaa ; Schenck, Wolfram: Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget. In: IEEE Transactions on Knowledge and Data Engineering Bd. 36, Institute of Electrical and Electronics Engineers (IEEE) (2024), Nr. 8, S. 4317–4330
HSBI-PUB | DOI
 
[9]
2024 | Artikel | FH-PUB-ID: 5568
Tharwat, Alaa ; Schenck, Wolfram: Active Learning for Handling Missing Data. In: IEEE Transactions on Neural Networks and Learning Systems Bd. 36, Institute of Electrical and Electronics Engineers (IEEE) (2024), Nr. 2, S. 3273–3287
HSBI-PUB | DOI
 
[8]
2024 | Kurzbeitrag Konferenz | FH-PUB-ID: 5570
Tharwat, Alaa ; Herde, Marek ; Pham, Minh Tuan ; Sick, Bernhard : Tutorial: Interactive Adaptive Learning. In: , 2024
HSBI-PUB | Download (ext.)
 
[7]
2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 5569
Tharwat, Alaa ; Bunse, Mirko ; Hammer, Barbara ; Krempl, Georg ; Lemaire, Vincent ; Amal, Saadallah: Tutorial: Interactive Adaptive Learning. In: , 2023
HSBI-PUB | Download (ext.)
 
[6]
2023 | Artikel | FH-PUB-ID: 2774 | OA
Tharwat, Alaa ; Schenck, Wolfram: A Survey on Active Learning: State-of-the-Art, Practical Challenges and Research Directions. In: Mathematics Bd. 11, MDPI AG (2023), Nr. 4
HSBI-PUB | DOI | Download (ext.)
 
[5]
2022 | Artikel | FH-PUB-ID: 2775 | OA
Tharwat, Alaa ; Schenck, Wolfram: A Novel Low-Query-Budget Active Learner with Pseudo-Labels for Imbalanced Data. In: Mathematics Bd. 10, MDPI AG (2022), Nr. 7
HSBI-PUB | DOI | Download (ext.)
 
[4]
2021 | Artikel | FH-PUB-ID: 2777
Tharwat, Alaa ; Schenck, Wolfram: Population initialization techniques for evolutionary algorithms for single-objective constrained optimization problems: Deterministic vs. stochastic techniques. In: Swarm and Evolutionary Computation Bd. 67, Elsevier BV (2021)
HSBI-PUB | DOI
 
[3]
2021 | Artikel | FH-PUB-ID: 1202
Tharwat, Alaa ; Schenck, Wolfram: A conceptual and practical comparison of PSO-style optimization algorithms. In: Expert Systems with Applications Bd. 167, Elsevier BV (2021)
HSBI-PUB | DOI
 
[2]
2020 | Artikel | FH-PUB-ID: 1204
Tharwat, Alaa ; Schenck, Wolfram: Balancing Exploration and Exploitation: A novel active learner for imbalanced data. In: Knowledge-Based Systems Bd. 210, Elsevier BV (2020)
HSBI-PUB | DOI
 
[1]
2020 | Konferenzbeitrag | FH-PUB-ID: 1206
Pelkmann, David ; Tharwat, Alaa ; Schenck, Wolfram: How to Label? Combining Experts’ Knowledge for German Text Classification. In: 2020 7th Swiss Conference on Data Science (SDS) : IEEE, 2020, S. 61–62
HSBI-PUB | DOI
 
Markierte Publikation(en)

Suche

Publikationen filtern

Darstellung / Sortierung

Zitationsstil: DIN 1505

Export / Einbettung