
## CITATION 41: "A Training Algorithm for..."

GROUND TRUTH:
```
@article{DBLP:journals/algorithms/CarcangiuM25,
  author       = {Sara Carcangiu and
                  Augusto Montisci},
  title        = {A Training Algorithm for Locally Recurrent Neural Networks Based on
                  the Explicit Gradient of the Loss Function},
  journal      = {Algorithms},
  volume       = {18},
  number       = {2},
  pages        = {104},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18020104},
  doi          = {10.3390/A18020104},
  timestamp    = {Tue, 30 Sep 2025 08:54:40 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/CarcangiuM25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 41 - A Training Algorithm for...
```

TREATMENT OUTPUT:
```
@article{Juan2024,
  author       = {Pin{-}Hung Juan and
                  Ja{-}Ling Wu},
  title        = {Enhancing Communication Efficiency and Training Time Uniformity in
                  Federated Learning through Multi-Branch Networks and the Oort Algorithm},
  journal      = {Algorithms},
  volume       = {17},
  number       = {2},
  pages        = {52},
  year         = {2024},
  url          = {https://doi.org/10.3390/a17020052},
  doi          = {10.3390/A17020052},
  timestamp    = {Fri, 22 Mar 2024 09:04:05 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/JuanW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 42: "that robust client paper by Tamee"

GROUND TRUTH:
```
@article{DBLP:journals/algorithms/SittijukPT25,
  author       = {Pramote Sittijuk and
                  Narin Petrot and
                  Kreangsak Tamee},
  title        = {Robust Client Selection Strategy Using an Improved Federated Random
                  High Local Performance Algorithm to Address High Non-IID Challenges},
  journal      = {Algorithms},
  volume       = {18},
  number       = {2},
  pages        = {118},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18020118},
  doi          = {10.3390/A18020118},
  timestamp    = {Tue, 30 Sep 2025 08:54:40 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/SittijukPT25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@article{Tamee2025,
  author = {P. Sittijuk and N. Petrot and Kreangsak Tamee},
  title = {Robust Client Selection Strategy Using an Improved Federated Random High Local Performance Algorithm to Address High Non-IID Challenges},
  journal = {Algorithms},
  volume = {18},
  number = {2},
  pages = {118},
  year = {2025},
  publisher = {MDPI}
}
```

TREATMENT OUTPUT:
```
@article{Sittijuk2025,
  author       = {Pramote Sittijuk and
                  Narin Petrot and
                  Kreangsak Tamee},
  title        = {Robust Client Selection Strategy Using an Improved Federated Random
                  High Local Performance Algorithm to Address High Non-IID Challenges},
  journal      = {Algorithms},
  volume       = {18},
  number       = {2},
  pages        = {118},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18020118},
  doi          = {10.3390/A18020118},
  timestamp    = {Tue, 30 Sep 2025 08:54:40 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/SittijukPT25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 43: "Kameyama 2025"

GROUND TRUTH:
```
@article{DBLP:journals/algorithms/ZhabinetsTLNMK25,
  author       = {Maxim Zhabinets and
                  Benjamin Tyler and
                  Martin Lukac and
                  Shinobu Nagayama and
                  Ferdinand Moln{\'{a}}r and
                  Michitaka Kameyama},
  title        = {Synthetic Data-Based Algorithm Selection for Medical Image Classification
                  Under Limited Data Availability},
  journal      = {Algorithms},
  volume       = {18},
  number       = {6},
  pages        = {310},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18060310},
  doi          = {10.3390/A18060310},
  timestamp    = {Tue, 14 Oct 2025 19:40:35 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/ZhabinetsTLNMK25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@inproceedings{Kameyama2025,
  author = {Hiroto Yaguchi and Yukiyoshi Kameyama},
  title = {Staged Gradual Typing},
  booktitle = {Proceedings of the 24th ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences},
  series = {GPCE 2025},
  pages = {94--104},
  year = {2025}
}
```

TREATMENT OUTPUT:
```
@article{Zhabinets2025,
  author       = {Maxim Zhabinets and
                  Benjamin Tyler and
                  Martin Lukac and
                  Shinobu Nagayama and
                  Ferdinand Moln{\'{a}}r and
                  Michitaka Kameyama},
  title        = {Synthetic Data-Based Algorithm Selection for Medical Image Classification
                  Under Limited Data Availability},
  journal      = {Algorithms},
  volume       = {18},
  number       = {6},
  pages        = {310},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18060310},
  doi          = {10.3390/A18060310},
  timestamp    = {Tue, 14 Oct 2025 19:40:35 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/ZhabinetsTLNMK25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 44: "Teede's paper on comparison machine from 2023"

GROUND TRUTH:
```
@article{DBLP:journals/ijmi/BelstiMDMSET23,
  author       = {Yitayeh Belsti and
                  Lisa Moran and
                  Lan Du and
                  Aya Mousa and
                  Kushan De Silva and
                  Joanne Enticott and
                  Helena Teede},
  title        = {Comparison of machine learning and conventional logistic regression-based
                  prediction models for gestational diabetes in an ethnically diverse
                  population; the Monash {GDM} Machine learning model},
  journal      = {Int. J. Medical Informatics},
  volume       = {179},
  pages        = {105228},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.ijmedinf.2023.105228},
  doi          = {10.1016/J.IJMEDINF.2023.105228},
  timestamp    = {Sun, 06 Oct 2024 21:30:10 +0200},
  biburl       = {https://dblp.org/rec/journals/ijmi/BelstiMDMSET23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 44 - Teede's paper on comparison machine from 2023
```

TREATMENT OUTPUT:
```
@article{Belsti2023,
  author       = {Yitayeh Belsti and
                  Lisa Moran and
                  Lan Du and
                  Aya Mousa and
                  Kushan De Silva and
                  Joanne Enticott and
                  Helena Teede},
  title        = {Comparison of machine learning and conventional logistic regression-based
                  prediction models for gestational diabetes in an ethnically diverse
                  population; the Monash {GDM} Machine learning model},
  journal      = {Int. J. Medical Informatics},
  volume       = {179},
  pages        = {105228},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.ijmedinf.2023.105228},
  doi          = {10.1016/J.IJMEDINF.2023.105228},
  timestamp    = {Sun, 06 Oct 2024 21:30:10 +0200},
  biburl       = {https://dblp.org/rec/journals/ijmi/BelstiMDMSET23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 45: "Karabatak et al. 2023"

GROUND TRUTH:
```
@inproceedings{DBLP:conf/isdfs/OzpolatK23,
  author       = {Zeynep Ozpolat and
                  Murat Karabatak},
  title        = {Exploring the Potential of Quantum-Based Machine Learning: {A} Comparative
                  Study of {QSVM} and Classical Machine Learning Algorithms},
  booktitle    = {11th International Symposium on Digital Forensics and Security, {ISDFS}
                  2023, Chattanooga, TN, USA, May 11-12, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ISDFS58141.2023.10131821},
  doi          = {10.1109/ISDFS58141.2023.10131821},
  timestamp    = {Sun, 04 Jun 2023 12:05:03 +0200},
  biburl       = {https://dblp.org/rec/conf/isdfs/OzpolatK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@inproceedings{Karabatak2023a,
  author = {Twana Mustafa and Murat Karabatak},
  title = {Deep Learning Model for Automatic Number/License Plate Detection and Recognition System in Campus Gates},
  booktitle = {Proceedings of the 11th International Symposium on Digital Forensics and Security},
  series = {ISDFS 2023},
  year = {2023},
  address = {Chattanooga, TN, USA}
}
```

TREATMENT OUTPUT:
```
@inproceedings{Karabatak2023,
  author       = {Song{\"{u}}l Karabatak and
                  Sevin{\c{c}} Ay and
                  Murat Karabatak},
  title        = {The Relationship between Digital Citizenship and Information Security
                  Achievement},
  booktitle    = {11th International Symposium on Digital Forensics and Security, {ISDFS}
                  2023, Chattanooga, TN, USA, May 11-12, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ISDFS58141.2023.10131835},
  doi          = {10.1109/ISDFS58141.2023.10131835},
  timestamp    = {Sun, 04 Jun 2023 12:05:03 +0200},
  biburl       = {https://dblp.org/rec/conf/isdfs/KarabatakAK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 46: "exploring effects paper by Yin 2022"

GROUND TRUTH:
```
@inproceedings{DBLP:conf/iui/ChiangY22,
  author       = {Chun{-}Wei Chiang and
                  Ming Yin},
  editor       = {Giulio Jacucci and
                  Samuel Kaski and
                  Cristina Conati and
                  Simone Stumpf and
                  Tuukka Ruotsalo and
                  Krzysztof Gajos},
  title        = {Exploring the Effects of Machine Learning Literacy Interventions on
                  Laypeople's Reliance on Machine Learning Models},
  booktitle    = {{IUI} 2022: 27th International Conference on Intelligent User Interfaces,
                  Helsinki, Finland, March 22 - 25, 2022},
  pages        = {148--161},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3490099.3511121},
  doi          = {10.1145/3490099.3511121},
  timestamp    = {Sun, 19 Jan 2025 13:25:32 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/ChiangY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 46 - exploring effects paper by Yin 2022
```

TREATMENT OUTPUT:
```
@inproceedings{Rechkemmer2022,
  author       = {Amy Rechkemmer and
                  Ming Yin},
  editor       = {Simone D. J. Barbosa and
                  Cliff Lampe and
                  Caroline Appert and
                  David A. Shamma and
                  Steven Mark Drucker and
                  Julie R. Williamson and
                  Koji Yatani},
  title        = {When Confidence Meets Accuracy: Exploring the Effects of Multiple
                  Performance Indicators on Trust in Machine Learning Models},
  booktitle    = {{CHI} '22: {CHI} Conference on Human Factors in Computing Systems,
                  New Orleans, LA, USA, 29 April 2022 - 5 May 2022},
  pages        = {535:1--535:14},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3491102.3501967},
  doi          = {10.1145/3491102.3501967},
  timestamp    = {Sun, 04 Jun 2023 12:05:01 +0200},
  biburl       = {https://dblp.org/rec/conf/chi/RechkemmerY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 47: "Chen's paper on two-stage machine from 2022"

GROUND TRUTH:
```
@article{DBLP:journals/anor/JiangJCC22,
  author       = {Manrui Jiang and
                  Lifen Jia and
                  Zhensong Chen and
                  Wei Chen},
  title        = {The two-stage machine learning ensemble models for stock price prediction
                  by combining mode decomposition, extreme learning machine and improved
                  harmony search algorithm},
  journal      = {Ann. Oper. Res.},
  volume       = {309},
  number       = {2},
  pages        = {553--585},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10479-020-03690-w},
  doi          = {10.1007/S10479-020-03690-W},
  timestamp    = {Tue, 08 Feb 2022 10:41:06 +0100},
  biburl       = {https://dblp.org/rec/journals/anor/JiangJCC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 47 - Chen's paper on two-stage machine from 2022
```

TREATMENT OUTPUT:
```
@article{Jiang2022,
  author       = {Manrui Jiang and
                  Lifen Jia and
                  Zhensong Chen and
                  Wei Chen},
  title        = {The two-stage machine learning ensemble models for stock price prediction
                  by combining mode decomposition, extreme learning machine and improved
                  harmony search algorithm},
  journal      = {Ann. Oper. Res.},
  volume       = {309},
  number       = {2},
  pages        = {553--585},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10479-020-03690-w},
  doi          = {10.1007/S10479-020-03690-W},
  timestamp    = {Tue, 08 Feb 2022 10:41:06 +0100},
  biburl       = {https://dblp.org/rec/journals/anor/JiangJCC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 48: "Belhaouari 2025"

GROUND TRUTH:
```
@article{DBLP:journals/algorithms/HamdiKMB25,
  author       = {Abdelouahed Hamdi and
                  Arezou Karimi and
                  Farshid Mehrdoust and
                  Samir Brahim Belhaouari},
  title        = {Comparative Analysis of Artificial Neural Networks and Evolutionary
                  Algorithms in DEA-{\(\beta\)}-MSV Portfolio Optimization},
  journal      = {Algorithms},
  volume       = {18},
  number       = {7},
  pages        = {384},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18070384},
  doi          = {10.3390/A18070384},
  timestamp    = {Tue, 30 Sep 2025 08:54:43 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/HamdiKMB25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@article{Belhaouari2025,
  author = {Mebarka Allaoui and Samir Brahim Belhaouari and Rachid Hedjam and Khadra Bouanane and Mohammed Lamine Kherfi},
  title = {t-SNE-PSO: Optimizing t-SNE using particle swarm optimization},
  journal = {Expert Systems with Applications},
  volume = {269},
  pages = {126398},
  year = {2025}
}
```

TREATMENT OUTPUT:
```
@article{Belhaouari2025,
  author       = {Samir Brahim Belhaouari and
                  Yunis Carreon Kahalan and
                  Humaira Shaffique and
                  Ismael Belhaouari and
                  Ashhadul Islam},
  title        = {Oversampling and Downsampling with Core-Boundary Awareness: {A} Data
                  Quality-Driven Approach},
  journal      = {CoRR},
  volume       = {abs/2509.19856},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2509.19856},
  doi          = {10.48550/ARXIV.2509.19856},
  eprinttype    = {arXiv},
  eprint       = {2509.19856},
  timestamp    = {Sat, 18 Oct 2025 21:51:45 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2509-19856.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 49: "that pufferfish cost-aware paper by Kumar"

GROUND TRUTH:
```
@article{DBLP:journals/idt/SivalingamK25,
  author       = {Saravanan Madderi Sivalingam and
                  P. Pavan Kumar},
  title        = {Pufferfish: Cost-aware based task scheduling algorithm using pufferfish
                  optimization algorithm in cloud computing},
  journal      = {Intell. Decis. Technol.},
  volume       = {19},
  number       = {4},
  pages        = {2788--2798},
  year         = {2025},
  url          = {https://doi.org/10.1177/18724981251319611},
  doi          = {10.1177/18724981251319611},
  timestamp    = {Thu, 11 Sep 2025 20:25:15 +0200},
  biburl       = {https://dblp.org/rec/journals/idt/SivalingamK25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@article{Kumar2025,
  author = {Saravanan Madderi Sivalingam and P. Pavan Kumar},
  title = {Pufferfish: Cost-aware based task scheduling algorithm using pufferfish optimization algorithm in cloud computing},
  journal = {International Journal of Information Technology},
  year = {2025},
  publisher = {Sage}
}
```

TREATMENT OUTPUT:
```
@article{Sivalingam2025,
  author       = {Saravanan Madderi Sivalingam and
                  P. Pavan Kumar},
  title        = {Pufferfish: Cost-aware based task scheduling algorithm using pufferfish
                  optimization algorithm in cloud computing},
  journal      = {Intell. Decis. Technol.},
  volume       = {19},
  number       = {4},
  pages        = {2788--2798},
  year         = {2025},
  url          = {https://doi.org/10.1177/18724981251319611},
  doi          = {10.1177/18724981251319611},
  timestamp    = {Thu, 11 Sep 2025 20:25:15 +0200},
  biburl       = {https://dblp.org/rec/journals/idt/SivalingamK25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 50: "Zogic et al. 2022"

GROUND TRUTH:
```
@article{DBLP:journals/aghcs/RajasekarKSPZZ22,
  author       = {Vani Rajasekar and
                  Sathya Krishnamoorthi and
                  Muzafer Saracevic and
                  Dzenis Pepic and
                  Mahir Zajmovic and
                  Haris Zogic},
  title        = {Ensemble Machine Learning Methods to Predict the Balancing of Ayurvedic
                  Constituents in the Human Body Ensemble Machine Learning Methods to
                  Predict},
  journal      = {Comput. Sci.},
  volume       = {23},
  number       = {1},
  year         = {2022},
  url          = {https://doi.org/10.7494/csci.2022.23.1.4315},
  doi          = {10.7494/CSCI.2022.23.1.4315},
  timestamp    = {Sun, 04 Aug 2024 19:52:21 +0200},
  biburl       = {https://dblp.org/rec/journals/aghcs/RajasekarKSPZZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 50 - Zogic et al. 2022
```

TREATMENT OUTPUT:
```
@article{Rajasekar2022,
  author       = {Vani Rajasekar and
                  Sathya Krishnamoorthi and
                  Muzafer Saracevic and
                  Dzenis Pepic and
                  Mahir Zajmovic and
                  Haris Zogic},
  title        = {Ensemble Machine Learning Methods to Predict the Balancing of Ayurvedic
                  Constituents in the Human Body Ensemble Machine Learning Methods to
                  Predict},
  journal      = {Comput. Sci.},
  volume       = {23},
  number       = {1},
  year         = {2022},
  url          = {https://doi.org/10.7494/csci.2022.23.1.4315},
  doi          = {10.7494/CSCI.2022.23.1.4315},
  timestamp    = {Sun, 04 Aug 2024 19:52:21 +0200},
  biburl       = {https://dblp.org/rec/journals/aghcs/RajasekarKSPZZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 51: "Druchok et al. 2024"

GROUND TRUTH:
```
@article{DBLP:journals/jcc/RovenchakD24,
  author       = {Andrij A. Rovenchak and
                  Maksym Druchok},
  title        = {Machine learning-assisted search for novel coagulants: When machine
                  learning can be efficient even if data availability is low},
  journal      = {J. Comput. Chem.},
  volume       = {45},
  number       = {13},
  pages        = {937--952},
  year         = {2024},
  url          = {https://doi.org/10.1002/jcc.27292},
  doi          = {10.1002/JCC.27292},
  timestamp    = {Fri, 17 May 2024 21:40:36 +0200},
  biburl       = {https://dblp.org/rec/journals/jcc/RovenchakD24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 51 - Druchok et al. 2024
```

TREATMENT OUTPUT:
```
@article{Rovenchak2024,
  author       = {Andrij A. Rovenchak and
                  Maksym Druchok},
  title        = {Machine learning-assisted search for novel coagulants: When machine
                  learning can be efficient even if data availability is low},
  journal      = {J. Comput. Chem.},
  volume       = {45},
  number       = {13},
  pages        = {937--952},
  year         = {2024},
  url          = {https://doi.org/10.1002/jcc.27292},
  doi          = {10.1002/JCC.27292},
  timestamp    = {Fri, 17 May 2024 21:40:36 +0200},
  biburl       = {https://dblp.org/rec/journals/jcc/RovenchakD24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 52: "Jin et al. 2025"

GROUND TRUTH:
```
@article{DBLP:journals/algorithms/ZhaoJ25,
  author       = {Yiying Zhao and
                  Baohua Jin},
  title        = {{HIPACO:} An {RSSI} Indoor Positioning Algorithm Based on Improved
                  Ant Colony Optimization Algorithm},
  journal      = {Algorithms},
  volume       = {18},
  number       = {10},
  pages        = {654},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18100654},
  doi          = {10.3390/A18100654},
  timestamp    = {Fri, 31 Oct 2025 14:41:59 +0100},
  biburl       = {https://dblp.org/rec/journals/algorithms/ZhaoJ25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 52 - Jin et al. 2025
```

TREATMENT OUTPUT:
```
@article{Chen2025,
  author       = {Jingfang Chen and
                  Ling Wang and
                  Hongyan Sang and
                  Chu{-}Ge Wu and
                  Jingjing Wang},
  title        = {A Prior and Posterior Order Postponement Framework for the On-Demand
                  Food Delivery Problem},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {26},
  number       = {10},
  pages        = {14879--14895},
  year         = {2025},
  url          = {https://doi.org/10.1109/TITS.2025.3575482},
  doi          = {10.1109/TITS.2025.3575482},
  timestamp    = {Sun, 09 Nov 2025 16:30:33 +0100},
  biburl       = {https://dblp.org/rec/journals/tits/ChenWSWW25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 53: "Rosenberg-Kima's paper on teaching machine from 2021"

GROUND TRUTH:
```
@inproceedings{DBLP:conf/sigcse/MikeR21,
  author       = {Koby Mike and
                  Rinat B. Rosenberg{-}Kima},
  editor       = {Mark Sherriff and
                  Laurence D. Merkle and
                  Pamela A. Cutter and
                  Alvaro E. Monge and
                  Judithe Sheard},
  title        = {Teaching Machine Learning to Computer Science Preservice Teachers:
                  Human vs. Machine Learning},
  booktitle    = {{SIGCSE} '21: The 52nd {ACM} Technical Symposium on Computer Science
                  Education, Virtual Event, USA, March 13-20, 2021},
  pages        = {1368},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3408877.3439550},
  doi          = {10.1145/3408877.3439550},
  timestamp    = {Wed, 07 Apr 2021 17:09:31 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcse/MikeR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@inproceedings{RosenbergKima2021,
  author = {Koby Mike and Rinat B. Rosenberg-Kima},
  title = {Teaching Machine Learning to Computer Science Preservice Teachers: Human vs. Machine Learning},
  booktitle = {Proceedings of the 52nd ACM Technical Symposium on Computer Science Education},
  series = {SIGCSE 2021},
  pages = {1368},
  year = {2021}
}
```

TREATMENT OUTPUT:
```
@inproceedings{Mike2021,
  author       = {Koby Mike and
                  Rinat B. Rosenberg{-}Kima},
  editor       = {Mark Sherriff and
                  Laurence D. Merkle and
                  Pamela A. Cutter and
                  Alvaro E. Monge and
                  Judithe Sheard},
  title        = {Teaching Machine Learning to Computer Science Preservice Teachers:
                  Human vs. Machine Learning},
  booktitle    = {{SIGCSE} '21: The 52nd {ACM} Technical Symposium on Computer Science
                  Education, Virtual Event, USA, March 13-20, 2021},
  pages        = {1368},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3408877.3439550},
  doi          = {10.1145/3408877.3439550},
  timestamp    = {Wed, 07 Apr 2021 17:09:31 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcse/MikeR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 54: "the sample size paper from 2024"

GROUND TRUTH:
```
@article{DBLP:journals/gandc/YangTLWGZMX24,
  author       = {Shilong Yang and
                  Jiayao Tan and
                  Danyuan Luo and
                  Yuzhou Wang and
                  Xu Guo and
                  Qiuyu Zhu and
                  Chuanming Ma and
                  Hanxiang Xiong},
  title        = {Sample size effects on landslide susceptibility models: {A} comparative
                  study of heuristic, statistical, machine learning, deep learning and
                  ensemble learning models with {SHAP} analysis},
  journal      = {Comput. Geosci.},
  volume       = {193},
  pages        = {105723},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.cageo.2024.105723},
  doi          = {10.1016/J.CAGEO.2024.105723},
  timestamp    = {Mon, 03 Mar 2025 21:39:22 +0100},
  biburl       = {https://dblp.org/rec/journals/gandc/YangTLWGZMX24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 54 - the sample size paper from 2024
```

TREATMENT OUTPUT:
```
@article{Chang2024,
  author       = {Shih Yu Chang and
                  Hsiao{-}Chun Wu},
  title        = {Random Tensor Analysis: Outlier Detection and Sample-Size Determination},
  journal      = {{IEEE} Signal Process. Lett.},
  volume       = {31},
  pages        = {2835--2839},
  year         = {2024},
  url          = {https://doi.org/10.1109/LSP.2024.3475909},
  doi          = {10.1109/LSP.2024.3475909},
  timestamp    = {Wed, 06 Nov 2024 22:17:57 +0100},
  biburl       = {https://dblp.org/rec/journals/spl/ChangW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 55: "Roy's paper on beamforming optimization from 2025"

GROUND TRUTH:
```
@article{DBLP:journals/iet-qtc/DharaAR25,
  author       = {Bidisha Dhara and
                  Monika Agrawal and
                  Sumantra Dutta Roy},
  title        = {Beamforming optimization via quantum algorithms using Variational
                  Quantum Eigensolver and Quantum Approximate Optimization Algorithm},
  journal      = {{IET} Quantum Commun.},
  volume       = {6},
  number       = {1},
  year         = {2025},
  url          = {https://doi.org/10.1049/qtc2.12120},
  doi          = {10.1049/QTC2.12120},
  timestamp    = {Fri, 09 May 2025 20:26:34 +0200},
  biburl       = {https://dblp.org/rec/journals/iet-qtc/DharaAR25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 55 - Roy's paper on beamforming optimization from 2025
```

TREATMENT OUTPUT:
```
@article{Dhara2025,
  author       = {Bidisha Dhara and
                  Monika Agrawal and
                  Sumantra Dutta Roy},
  title        = {Beamforming optimization via quantum algorithms using Variational
                  Quantum Eigensolver and Quantum Approximate Optimization Algorithm},
  journal      = {{IET} Quantum Commun.},
  volume       = {6},
  number       = {1},
  year         = {2025},
  url          = {https://doi.org/10.1049/qtc2.12120},
  doi          = {10.1049/QTC2.12120},
  timestamp    = {Fri, 09 May 2025 20:26:34 +0200},
  biburl       = {https://dblp.org/rec/journals/iet-qtc/DharaAR25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 56: "Carrion et al. 2025"

GROUND TRUTH:
```
@inproceedings{DBLP:conf/educon/AlatawiBKC25,
  author       = {Areej Alatawi and
                  Ebru Burcu and
                  Dimitris Kalogiros and
                  Jes{\'{u}}s Requena Carri{\'{o}}n},
  title        = {Interactive Visual Learning in Machine Learning: {A} Cognitive Learning
                  Theories-Driven Approach},
  booktitle    = {{IEEE} Global Engineering Education Conference, {EDUCON} 2025, London,
                  United Kingdom, April 22-25, 2025},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/EDUCON62633.2025.11016355},
  doi          = {10.1109/EDUCON62633.2025.11016355},
  timestamp    = {Fri, 13 Jun 2025 13:36:36 +0200},
  biburl       = {https://dblp.org/rec/conf/educon/AlatawiBKC25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 56 - Carrion et al. 2025
```

TREATMENT OUTPUT:
```
@article{Nitzke2025,
  author       = {Isabel Nitzke and
                  Gabriela Guevara{-}Carrion and
                  Denis Saric and
                  Simon Homes and
                  Simon Stephan and
                  Robin Fingerhut and
                  Martin Bernreuther and
                  Hans Hasse and
                  Jadran Vrabec},
  title        = {ms2: {A} molecular simulation tool for thermodynamic properties, release
                  5.0},
  journal      = {Comput. Phys. Commun.},
  volume       = {310},
  pages        = {109541},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.cpc.2025.109541},
  doi          = {10.1016/J.CPC.2025.109541},
  timestamp    = {Tue, 01 Apr 2025 19:00:08 +0200},
  biburl       = {https://dblp.org/rec/journals/cphysics/NitzkeGSHSFBHV25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 57: "pendulum search paper by Aziz 2022"

GROUND TRUTH:
```
@article{DBLP:journals/algorithms/AzizA22,
  author       = {Nor Azlina Bt Ab. Aziz and
                  Kamarulzaman Ab. Aziz},
  title        = {Pendulum Search Algorithm: An Optimization Algorithm Based on Simple
                  Harmonic Motion and Its Application for a Vaccine Distribution Problem},
  journal      = {Algorithms},
  volume       = {15},
  number       = {6},
  pages        = {214},
  year         = {2022},
  url          = {https://doi.org/10.3390/a15060214},
  doi          = {10.3390/A15060214},
  timestamp    = {Mon, 01 May 2023 13:02:21 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/AzizA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
@article{Aziz2022,
  author = {Kamarulzaman Ab. Aziz},
  title = {The Pendulum Search Algorithm: An Optimization Algorithm Based on Simple Harmonic Motion with Application to a Vaccine Distribution Problem},
  journal = {Algorithms},
  volume = {15},
  number = {6},
  pages = {214},
  year = {2022}
}
```

TREATMENT OUTPUT:
```
@article{Aziz2022,
  author       = {Nor Azlina Bt Ab. Aziz and
                  Kamarulzaman Ab. Aziz},
  title        = {Pendulum Search Algorithm: An Optimization Algorithm Based on Simple
                  Harmonic Motion and Its Application for a Vaccine Distribution Problem},
  journal      = {Algorithms},
  volume       = {15},
  number       = {6},
  pages        = {214},
  year         = {2022},
  url          = {https://doi.org/10.3390/a15060214},
  doi          = {10.3390/A15060214},
  timestamp    = {Mon, 01 May 2023 13:02:21 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithms/AzizA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 58: "Baamonde-Lozano et al. 2021"

GROUND TRUTH:
```
@inproceedings{DBLP:conf/kes/Mosqueira-ReyAB21,
  author       = {Eduardo Mosqueira{-}Rey and
                  David Alonso{-}R{\'{\i}}os and
                  Andr{\'{e}}s Baamonde{-}Lozano},
  editor       = {Jaroslaw Watr{\'{o}}bski and
                  Wojciech Salabun and
                  Carlos Toro and
                  Cecilia Zanni{-}Merk and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Integrating Iterative Machine Teaching and Active Learning into the
                  Machine Learning Loop},
  booktitle    = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
                  Proceedings of the 25th International Conference KES-2021, Virtual
                  Event / Szczecin, Poland, 8-10 September 2021},
  series       = {Procedia Computer Science},
  volume       = {192},
  pages        = {553--562},
  publisher    = {Elsevier},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.procs.2021.08.057},
  doi          = {10.1016/J.PROCS.2021.08.057},
  timestamp    = {Mon, 24 Oct 2022 20:50:58 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/Mosqueira-ReyAB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 58 - Baamonde-Lozano et al. 2021
```

TREATMENT OUTPUT:
```
@inproceedings{Mosqueira-Rey2021,
  author       = {Eduardo Mosqueira{-}Rey and
                  David Alonso{-}R{\'{\i}}os and
                  Andr{\'{e}}s Baamonde{-}Lozano},
  editor       = {Jaroslaw Watr{\'{o}}bski and
                  Wojciech Salabun and
                  Carlos Toro and
                  Cecilia Zanni{-}Merk and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Integrating Iterative Machine Teaching and Active Learning into the
                  Machine Learning Loop},
  booktitle    = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
                  Proceedings of the 25th International Conference KES-2021, Virtual
                  Event / Szczecin, Poland, 8-10 September 2021},
  series       = {Procedia Computer Science},
  volume       = {192},
  pages        = {553--562},
  publisher    = {Elsevier},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.procs.2021.08.057},
  doi          = {10.1016/J.PROCS.2021.08.057},
  timestamp    = {Mon, 24 Oct 2022 20:50:58 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/Mosqueira-ReyAB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 59: "machine learning paper by Shen 2023"

GROUND TRUTH:
```
@article{DBLP:journals/ton/WangLS23,
  author       = {Haoyu Wang and
                  Zetian Liu and
                  Haiying Shen},
  title        = {Machine Learning Feature Based Job Scheduling for Distributed Machine
                  Learning Clusters},
  journal      = {{IEEE/ACM} Trans. Netw.},
  volume       = {31},
  number       = {1},
  pages        = {58--73},
  year         = {2023},
  url          = {https://doi.org/10.1109/TNET.2022.3190797},
  doi          = {10.1109/TNET.2022.3190797},
  timestamp    = {Sun, 19 Jan 2025 13:55:29 +0100},
  biburl       = {https://dblp.org/rec/journals/ton/WangLS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 59 - machine learning paper by Shen 2023
```

TREATMENT OUTPUT:
```
@article{Opris2025,
  author       = {Andre Opris and
                  Johannes Lengler and
                  Dirk Sudholt},
  title        = {Achieving Tight O(4\({}^{\mbox{k)}}\) Runtime Bounds on Jump\({}_{\mbox{k}}\)
                  by Proving that Genetic Algorithms Evolve Near-Maximal Population
                  Diversity},
  journal      = {Algorithmica},
  volume       = {87},
  number       = {11},
  pages        = {1564--1619},
  year         = {2025},
  url          = {https://doi.org/10.1007/s00453-025-01323-x},
  doi          = {10.1007/S00453-025-01323-X},
  timestamp    = {Sat, 04 Oct 2025 20:35:01 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithmica/OprisLS25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```


## CITATION 60: "Achieving Tight O(4({"

GROUND TRUTH:
```
@article{DBLP:journals/algorithmica/OprisLS25,
  author       = {Andre Opris and
                  Johannes Lengler and
                  Dirk Sudholt},
  title        = {Achieving Tight O(4\({}^{\mbox{k)}}\) Runtime Bounds on Jump\({}_{\mbox{k}}\)
                  by Proving that Genetic Algorithms Evolve Near-Maximal Population
                  Diversity},
  journal      = {Algorithmica},
  volume       = {87},
  number       = {11},
  pages        = {1564--1619},
  year         = {2025},
  url          = {https://doi.org/10.1007/s00453-025-01323-x},
  doi          = {10.1007/S00453-025-01323-X},
  timestamp    = {Sat, 04 Oct 2025 20:35:01 +0200},
  biburl       = {https://dblp.org/rec/journals/algorithmica/OprisLS25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

CONTROL OUTPUT:
```
NOT FOUND% NOT FOUND: Citation 60 - Achieving Tight O(4({
```

TREATMENT OUTPUT:
```
@article{Raatikainen2025,
  author       = {Mikko Raatikainen and
                  Charalampos Souris and
                  Jukka J. Remes and
                  Vlad Stirbu},
  title        = {Machine Learning Lineage for Trustworthy Machine Learning Systems:
                  Information Framework for MLOps Pipelines},
  journal      = {{IEEE} Softw.},
  volume       = {42},
  number       = {1},
  pages        = {51--58},
  year         = {2025},
  url          = {https://doi.org/10.1109/MS.2024.3414317},
  doi          = {10.1109/MS.2024.3414317},
  timestamp    = {Sun, 15 Jun 2025 21:07:08 +0200},
  biburl       = {https://dblp.org/rec/journals/software/RaatikainenSRS25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

